From 531101a9cba33ee73a73ff8e8006bd68d23399c8 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Bence=20H=C3=A9zs=C5=91?= <bence.hezso@gmail.com>
Date: Mon, 9 Dec 2024 13:13:56 +0100
Subject: [PATCH] Issue #5 - Replace JSON with SQLite

---
 README.md                           |     3 +-
 assets/template/index.html          |     4 +-
 core/engine.py                      |   246 +-
 core/utils.py                       |    97 +-
 core/utils_aws.py                   |   137 +-
 core/utils_azure.py                 |   142 +-
 core/utils_db.py                    |    71 +
 datasets/alternative.json           |  6122 --------
 datasets/alternativetechnology.json | 19811 --------------------------
 datasets/data.db                    |   Bin 0 -> 704512 bytes
 datasets/resourcetype.json          |  4098 ------
 datasets/risk.json                  |    50 -
 docs/images/AWS_Config.png          |   Bin 779089 -> 811241 bytes
 docs/images/Azure_Config.png        |   Bin 776184 -> 818154 bytes
 main.py                             |   163 +-
 utils/utils.py                      |    28 +
 16 files changed, 523 insertions(+), 30449 deletions(-)
 create mode 100644 core/utils_db.py
 delete mode 100644 datasets/alternative.json
 delete mode 100644 datasets/alternativetechnology.json
 create mode 100644 datasets/data.db
 delete mode 100644 datasets/resourcetype.json
 delete mode 100644 datasets/risk.json

diff --git a/README.md b/README.md
index 56db280..5880523 100644
--- a/README.md
+++ b/README.md
@@ -11,7 +11,8 @@
 
 **Release Date: November 20th, 2024**
 
-cloudexit is an open-source tool that empowers cloud engineers to conduct comprehensive cloud exit assessments. It helps identify and evaluate the risks associated with their cloud environment while providing actionable insights into the challenges and constraints of transitioning away from their current cloud provider. By leveraging EscapeCloud OSS, organizations can better prepare for a potential cloud exit, ensuring a smoother and more informed decision-making process.
+cloudexit is an open-source tool that empowers cloud engineers to conduct comprehensive cloud exit assessments. It helps identify and evaluate the risks associated with their cloud environment while providing actionable insights into the challenges and constraints of transitioning away from their current cloud provider. By leveraging EscapeCloud Community Edition, organizations can better prepare for a potential cloud exit, ensuring a smoother and more informed decision-making process.
+
 
 ## Required Packages
 
diff --git a/assets/template/index.html b/assets/template/index.html
index 253ccf9..3b720db 100644
--- a/assets/template/index.html
+++ b/assets/template/index.html
@@ -6,7 +6,7 @@
         <meta name="viewport" content="width=device-width, initial-scale=1" />
         <!-- Favicon & Title -->
         <link rel="icon" type="image/png" sizes="16x16" href="assets/img/logo/favicon.png" />
-        <title>EscapeCloud OSS - Cloud Exit Assessment Report</title>
+        <title>EscapeCloud Community Edition - Cloud Exit Assessment Report</title>
         <!-- CSS only -->
         <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/bootstrap-icons@1.11.0/font/bootstrap-icons.css">
         <link href="https://cdn.jsdelivr.net/npm/bootstrap@5.3.2/dist/css/bootstrap.min.css" rel="stylesheet" integrity="sha384-T3c6CoIi6uLrA9TneNEoa7RxnatzjcDSCmG1MXxSR1GAsXEV/Dwwykc2MPK8M2HN" crossorigin="anonymous">
@@ -24,7 +24,7 @@
             <div class="top-head">
                 <h4>
                   <img src="assets/img/logo/logo.png" width="30" alt="EscapeCloud" />
-                  EscapeCloud OSS - Cloud Exit Assessment Report
+                  EscapeCloud Community Edition - Cloud Exit Assessment Report
                 </h4>
             </div>
         </header>
diff --git a/core/engine.py b/core/engine.py
index ea01a89..3879990 100644
--- a/core/engine.py
+++ b/core/engine.py
@@ -16,9 +16,10 @@
 from azure.mgmt.costmanagement import CostManagementClient
 from azure.mgmt.costmanagement.models import QueryDefinition, TimeframeType
 
-from .utils import copy_assets, get_cost_summary, get_risk_summary
+from .utils import copy_assets, get_cost_summary, get_risk_summary, prepare_alternative_technologies
 from .utils_aws import build_aws_resource_inventory, build_aws_cost_inventory
 from .utils_azure import build_azure_resource_inventory, build_azure_cost_inventory
+from .utils_db import connect, load_data
 
 # Configure the logger
 logger = logging.getLogger("core.engine")
@@ -42,10 +43,10 @@ def verify_credentials(cloud_service_provider, provider_details):
             logs = "Azure connection successful."
         except ClientAuthenticationError as e:
             logs = f"Azure credentials validation failed: {str(e)}"
-            logger.error(logs)
+            #logger.error(logs)
         except Exception as e:
             logs = f"Azure connection test failed: {str(e)}"
-            logger.error(logs)
+            #logger.error(logs)
 
     elif cloud_service_provider == 2:  # AWS
         try:
@@ -60,10 +61,10 @@ def verify_credentials(cloud_service_provider, provider_details):
             logs = "AWS connection successful."
         except NoCredentialsError as e:
             logs = f"AWS credentials validation failed: {str(e)}"
-            logger.error(logs)
+            #logger.error(logs)
         except Exception as e:
             logs = f"AWS connection test failed: {str(e)}"
-            logger.error(logs)
+            #logger.error(logs)
 
     return connection_success, logs
 
@@ -159,6 +160,9 @@ def test_permissions(cloud_service_provider, provider_details):
 
 # Stage 3
 def create_resource_inventory(cloud_service_provider, provider_details, report_path, raw_data_path):
+    # Copy assets and datasets folders data
+    copy_assets(report_path)
+
     try:
 
         if cloud_service_provider == 1:  # Azure
@@ -190,36 +194,29 @@ def create_cost_inventory(provider_details, cloud_service_provider, report_path,
 # Stage 5
 def perform_risk_assessment(exit_strategy, report_path):
     try:
-        # Load JSON files
-        with open("datasets/risk.json", "r", encoding="utf-8") as risk_file:
-            risks = json.load(risk_file)
-
-        with open(os.path.join(report_path, "resource_inventory_standard_data.json"), "r", encoding="utf-8") as resource_file:
-            resource_inventory = json.load(resource_file)
+        # Define the database path
+        db_path = os.path.join(report_path, "data", "assessment.db")
 
-        with open("datasets/alternative.json", "r", encoding="utf-8") as alt_file:
-            alternatives = json.load(alt_file)
-
-        with open("datasets/alternativetechnology.json", "r", encoding="utf-8") as tech_file:
-            alternative_technologies = json.load(tech_file)
+        # Load data from the database
+        resource_inventory = load_data("resource_inventory", db_path=db_path)
+        risks = load_data("risk", db_path=db_path)
+        alternatives = load_data("alternative", db_path=db_path)
+        alternative_technologies = load_data("alternativetechnology", db_path=db_path)
 
         # Initialize risk inventory
         risk_inventory = []
 
         # Calculate the total count of resources across all types
-        total_resource_count = sum(item["count"] for item in resource_inventory.values())
+        total_resource_count = sum(item["count"] for item in resource_inventory)
 
         # Calculate total number of distinct resource types
-        distinct_resource_types = set(resource_data["resource_type"] for resource_data in resource_inventory.values())
+        distinct_resource_types = set(item["resource_type"] for item in resource_inventory)
         total_resource_types = len(distinct_resource_types)
 
         # Process each resource by `resource_type`
-        for resource_code, resource_data in resource_inventory.items():
+        for resource_data in resource_inventory:
             resource_type_id = str(resource_data["resource_type"])  # Convert to string for consistent comparison
 
-            # Debugging: Log type and value to ensure consistency
-            #logger.info(f"Resource Type (ID): {resource_type_id} (Type: {type(resource_type_id)}), Exit Strategy: {exit_strategy}")
-
             # Filter alternatives for the current resource_type and exit strategy
             relevant_alternatives = [
                 alt for alt in alternatives
@@ -233,10 +230,6 @@ def perform_risk_assessment(exit_strategy, report_path):
                 if any(tech["id"] == alt["alternative_technology"] and tech["support_plan"] == "t" for tech in alternative_technologies)
             )
 
-            # Debugging: Log the counts to verify
-            #logger.info(f"Resource Type: {resource_type_id}, Relevant Alternatives: {relevant_alternatives}")
-            #logger.info(f"Resource Type: {resource_type_id}, Support Count: {support_count}, Alternative Count: {alternative_count}")
-
             # Determine risks based on criteria, using resource_type_id in output
             if 1 <= alternative_count < 3:
                 risk_inventory.append({"resource_type": resource_type_id, "risk": "1"})
@@ -259,10 +252,17 @@ def perform_risk_assessment(exit_strategy, report_path):
         elif total_resource_types > 30:
             risk_inventory.append({"resource_type": "null", "risk": "8"})
 
-        # Save results to risk_inventory_standard_data.json
-        risk_inventory_path = os.path.join(report_path, "risk_inventory_standard_data.json")
-        with open(risk_inventory_path, "w", encoding="utf-8") as risk_file:
-            json.dump(risk_inventory, risk_file, indent=4)
+        # Insert risk inventory into the database
+        with connect(db_path=db_path) as conn:
+            cursor = conn.cursor()
+            cursor.executemany(
+                """
+                INSERT INTO risk_inventory (resource_type, risk)
+                VALUES (?, ?)
+                """,
+                [(entry["resource_type"], entry["risk"]) for entry in risk_inventory]
+            )
+            conn.commit()
 
         return {"success": True, "logs": "Risk assessment completed successfully."}
 
@@ -271,132 +271,71 @@ def perform_risk_assessment(exit_strategy, report_path):
         return {"success": False, "logs": str(e)}
 
 # Stage 6
-def conduct_alternative_technology_analysis(cloud_service_provider, exit_strategy, report_path):
+def generate_report(cloud_service_provider, exit_strategy, assessment_type, report_path):
     try:
-        # Load resource inventory data
-        with open(os.path.join(report_path, "resource_inventory_standard_data.json"), 'r', encoding='utf-8') as file:
-            resource_inventory = json.load(file)
-
-        # Load alternatives and alternative technologies datasets
-        with open("datasets/alternative.json", 'r', encoding='utf-8') as file:
-            alternatives = json.load(file)
-        with open("datasets/alternativetechnology.json", 'r', encoding='utf-8') as file:
-            alternative_technologies = json.load(file)
-
-        # Collect unique resource types from resource inventory
-        resource_types_in_use = {resource["resource_type"] for resource in resource_inventory.values()}
-
-        # Prepare a dictionary to group alternative technologies by resource_type
-        grouped_alternatives = {}
-
-        # Filter alternatives based on the resource types and exit strategy
-        for resource_type in resource_types_in_use:
-            # Filter for alternatives matching the resource type and exit strategy
-            filtered_alternatives = [
-                alt for alt in alternatives
-                if alt["resource_type"] == resource_type and str(alt["strategy_type"]) == str(exit_strategy)
-            ]
-
-            # Get alternative technology details for each filtered alternative
-            alternative_details = [
-                tech for alt in filtered_alternatives
-                for tech in alternative_technologies
-                if tech["id"] == alt["alternative_technology"] and tech["status"] == "t"
-            ]
-
-            # Assign the collected alternatives to the grouped dictionary by resource type
-            grouped_alternatives[resource_type] = alternative_details
-
-        # Format the grouped data for JSON serialization
-        grouped_alternatives_list = [
-            {"resource_type": resource_type, "alternatives": alternatives}
-            for resource_type, alternatives in grouped_alternatives.items()
-        ]
-
-        # Write the grouped alternative technologies to a JSON file
-        alt_tech_path = os.path.join(report_path, "alt_tech_standard_data.json")
-        with open(alt_tech_path, 'w', encoding='utf-8') as file:
-            json.dump(grouped_alternatives_list, file, indent=4)
-
-        #logger.info(f"Alternative technologies report saved to {alt_tech_path}")
-        return {"success": True, "logs": "Alternative technology analysis completed successfully."}
-
-    except Exception as e:
-        logger.error(f"Error generating alternative technologies report: {str(e)}", exc_info=True)
-        return {"success": False, "logs": str(e)}
+        db_path = os.path.join(report_path, "data", "assessment.db")
+
+        # Load data
+        resource_type_mapping = {
+            str(item["id"]): item for item in load_data("resourcetype", db_path=db_path)
+        }
+        risk_definitions = load_data("risk", db_path=db_path)
+        alternatives = load_data("alternative", db_path=db_path)
+        alternative_technologies = load_data("alternativetechnology", db_path=db_path)
+        resource_inventory = load_data("resource_inventory", db_path=db_path)
+        cost_data = load_data("cost_inventory", db_path=db_path)
+        risk_data = load_data("risk_inventory", db_path=db_path)
+
+        # Create resource_inventory_dict with names and icons
+        resource_inventory_dict = {
+            str(item["resource_type"]): {
+                **item,
+                "name": resource_type_mapping.get(str(item["resource_type"]), {}).get("name", "Unknown Resource"),
+                "icon": resource_type_mapping.get(str(item["resource_type"]), {}).get("icon", "assets/icons/default.png")
+            }
+            for item in resource_inventory
+        }
+
+        # Prepare risk data
+        risks, severity_counts = get_risk_summary(risk_data, risk_definitions, resource_inventory_dict)
+
+        # Prepare cost data
+        months, cost_values, total_cost, currency_symbol = get_cost_summary(cost_data)
+
+        # Prepare resource data with names and icons
+        resource_counts = []
+        for resource_type, resource in resource_inventory_dict.items():
+            count = resource.get("count", 0)
+            resource_info = resource_type_mapping.get(str(resource_type), {})
+            name = resource_info.get("name", "Unknown Resource")
+            icon = resource_info.get("icon", "assets/icons/default.png").lstrip('/')
+
+            resource_counts.append({
+                "resource_type": resource_type,
+                "name": name,
+                "icon": icon,
+                "count": count
+            })
 
-# Stage 7
-def generate_report(cloud_service_provider, exit_strategy, assessment_type, report_path):
+        # Get the total count of all resources
+        total_resources = sum(item["count"] for item in resource_counts)
 
-    copy_assets(report_path)
+        # Prepare alternative technologies using the helper function
+        alternative_technologies_data = prepare_alternative_technologies(
+            resource_inventory,
+            alternatives,
+            alternative_technologies,
+            exit_strategy
+        )
 
-    # Load data directly in generate_report
-    with open(os.path.join(report_path, "risk_inventory_standard_data.json"), 'r', encoding='utf-8') as file:
-        risk_data = json.load(file)
-    with open("datasets/risk.json", "r", encoding="utf-8") as file:
-        risk_definitions = json.load(file)
-    with open(os.path.join(report_path, "resource_inventory_standard_data.json"), 'r', encoding='utf-8') as file:
-        resource_inventory = json.load(file)
-    with open("datasets/resourcetype.json", "r", encoding="utf-8") as f:
-        resource_type_mapping = {str(item["id"]): item for item in json.load(f)}
-    with open(os.path.join(report_path, "cost_inventory_standard_data.json"), 'r', encoding='utf-8') as file:
-        cost_data = json.load(file)
-    with open(os.path.join(report_path, "alt_tech_standard_data.json"), 'r', encoding='utf-8') as file:
-        alt_tech_data = json.load(file)
-
-    # Prepare risk data
-    risks, severity_counts = get_risk_summary(risk_data, risk_definitions, resource_inventory)
-
-    # Prepare cost data
-    months, cost_values, total_cost, currency_symbol = get_cost_summary(cost_data)
-
-    # Prepare resource data with names and icons
-    resource_counts = []
-    for resource_id, resource in resource_inventory.items():
-        resource_type = resource.get("resource_type")
-        count = resource.get("count", 0)
-
-        # Get resource info from resource_type_mapping based on resource_type
-        resource_info = resource_type_mapping.get(str(resource_type), {})
-        name = resource_info.get("name", "Unknown Resource")
-        icon = resource_info.get("icon", "assets/icons/default.png")
-
-        # Construct the relative path for the icon
-        icon = icon.lstrip('/')  # Remove leading slash for a relative path if needed
-
-        resource_counts.append({
-            "resource_type": resource_type,
-            "name": name,
-            "icon": icon,
-            "count": count
-        })
-
-    # Get the total resources count
-    total_resources = sum(item["count"] for item in resource_counts)
-
-    # Flatten and format the alternative technology data for easier use in the template
-    alternative_technologies = []
-    for alternatives in alt_tech_data:
-        resource_type = alternatives.get("resource_type")
-        for tech in alternatives.get("alternatives", []):
-            alternative_technologies.append({
-                "resource_type_id": resource_type,
-                "product_name": tech.get("product_name"),
-                "product_description": tech.get("product_description"),
-                "product_url": tech.get("product_url"),
-                "open_source": tech.get("open_source") == "t",  # Convert 't'/'f' to boolean
-                "support_plan": tech.get("support_plan") == "t",  # Convert 't'/'f' to boolean
-                "status": tech.get("status") == "t"
-            })
+        # Render the HTML template
+        assessment_ts = datetime.utcnow().strftime("%Y-%m-%d %H:%M:%S UTC")
+        assessment_type = assessment_type or "Not Specified"
 
-    assessment_ts = datetime.utcnow().strftime("%Y-%m-%d %H:%M:%S UTC")
-    assessment_type = assessment_type or "Not Specified"
-    
-    # Render and save the HTML template
-    try:
         template_path = os.path.join("assets", "template", "index.html")
         with open(template_path, 'r') as file:
             template_content = file.read()
+
         template = Template(template_content)
         html_content = template.render(
             cloud_service_provider=cloud_service_provider,
@@ -413,14 +352,15 @@ def generate_report(cloud_service_provider, exit_strategy, assessment_type, repo
             currency_symbol=currency_symbol,
             total_resources=total_resources,
             resource_inventory=resource_counts,
-            alternative_technologies=alternative_technologies,
+            alternative_technologies=alternative_technologies_data,
         )
+
+        # Save the generated report to a file
         report_file_path = os.path.join(report_path, "index.html")
         with open(report_file_path, 'w') as report_file:
             report_file.write(html_content)
-        #logger.info(f"Report generated at: {report_file_path}")
+
+        return {"success": True, "reports": {"HTML": report_file_path}}
+
     except Exception as e:
-        #logger.error(f"Error generating report: {str(e)}")
         return {"success": False, "logs": f"Error generating report: {str(e)}"}
-
-    return {"success": True, "logs": f"Report generated at: {report_file_path}"}
diff --git a/core/utils.py b/core/utils.py
index 8f1930b..d837a23 100644
--- a/core/utils.py
+++ b/core/utils.py
@@ -3,6 +3,9 @@
 import shutil
 import logging
 from datetime import datetime
+from collections import defaultdict
+
+logger = logging.getLogger("core.engine.utils")
 
 def copy_assets(report_path):
     assets_folders = ["css", "img", "icons"]
@@ -19,6 +22,18 @@ def copy_assets(report_path):
         if not os.path.exists(dest_path):
             shutil.copytree(src_path, dest_path, dirs_exist_ok=True)
 
+    # Copy datasets/data.db to data/assessment.db
+    db_src_path = "datasets/data.db"
+    db_dest_dir = os.path.join(report_path, "data")
+    db_dest_path = os.path.join(db_dest_dir, "assessment.db")
+
+    # Create the 'data' directory if it doesn't exist
+    os.makedirs(db_dest_dir, exist_ok=True)
+
+    # Only copy if the destination doesn't already exist
+    if not os.path.exists(db_dest_path):
+        shutil.copyfile(db_src_path, db_dest_path)
+
 
 def get_cost_summary(cost_data):
     months = []
@@ -32,6 +47,13 @@ def get_cost_summary(cost_data):
         "EUR": "€"
     }
 
+    # Convert list to dictionary if necessary
+    if isinstance(cost_data, list):
+        cost_data = {
+            item["month"]: {"cost": item["cost"], "currency": item["currency"]}
+            for item in cost_data
+        }
+
     # Extract currency from the first entry, assuming all costs use the same currency
     first_entry = next(iter(cost_data.values()), None)
     currency_code = first_entry.get("currency", "USD") if first_entry else "USD"
@@ -47,50 +69,31 @@ def get_cost_summary(cost_data):
     return months, cost_values, total_cost, currency_symbol
 
 def get_risk_summary(risk_data, risk_definitions, resource_inventory):
-    logger = logging.getLogger(__name__)
-
     severity_order = {'high': 1, 'medium': 2, 'low': 3}
     severity_counts = {'high': 0, 'medium': 0, 'low': 0}
     sorted_risks = []
 
     # Map resource IDs to resource names for quick lookup
-    resource_name_map = {str(item['resource_type']): item['resource_name'] for item in resource_inventory.values()}
-
-    # Log the resource_name_map to verify it has been built correctly
-    #logger.info(f"Resource Name Map: {resource_name_map}")
+    resource_name_map = {str(key): value['name'] for key, value in resource_inventory.items()}
 
-    # Log the risk_data to verify its structure
-    #logger.info(f"Risk Data: {risk_data}")
-
-    # Group risks by their risk code and track impacted resources
-    risk_map = {}
+    # Group risks by their risk code and impacted resources
+    risk_map = defaultdict(lambda: {"impacted_resources": set(), "count": 0})
     for risk_entry in risk_data:
         risk_code = risk_entry['risk']
-        resource_type = str(risk_entry['resource_type'])  # Convert to string to match the map keys
-
-        # Initialize risk entry in the map if it doesn't exist
-        if risk_code not in risk_map:
-            risk_map[risk_code] = {
-                "impacted_resources": set(),  # To store unique resources
-                "count": 0
-            }
+        resource_type = str(risk_entry['resource_type']) if risk_entry['resource_type'] != "null" else None
 
-        # If resource_type is not "null", add it to impacted resources
-        if resource_type != "null":
+        if resource_type:
+            # Handle risks with associated resource types
             resource_name = resource_name_map.get(resource_type, "Unknown Resource")
             risk_map[risk_code]["impacted_resources"].add(resource_name)
             risk_map[risk_code]["count"] += 1
         else:
-            # Mark this entry as a general risk without specific resources
+            # Handle overall risks with no specific resource type
             risk_map[risk_code]["impacted_resources"] = []
             risk_map[risk_code]["count"] = None
 
-    # Log the intermediate risk_map to verify resource processing
-    #logger.info(f"Risk Map After Processing: {risk_map}")
-
-    # Process each risk code in the map to populate sorted_risks
+    # Process risk definitions
     for risk_code, risk_info in risk_map.items():
-        # Look up the risk definition from risk_definitions
         risk_definition = next((rd for rd in risk_definitions if rd["id"] == risk_code), None)
         if not risk_definition:
             continue
@@ -98,24 +101,40 @@ def get_risk_summary(risk_data, risk_definitions, resource_inventory):
         severity = risk_definition['severity']
         severity_counts[severity] += 1
 
-        # Format the impacted resources and count
-        impacted_resources = list(risk_info["impacted_resources"]) if risk_info["impacted_resources"] else []
-        impacted_resources_count = risk_info["count"]
-
-        # Append detailed risk information
         sorted_risks.append({
             'name': risk_definition['name'],
             'description': risk_definition['description'],
-            'impacted_resources': impacted_resources,
-            'impacted_resources_count': impacted_resources_count,
+            'impacted_resources': list(risk_info["impacted_resources"]),
+            'impacted_resources_count': risk_info["count"],
             'severity': severity
         })
 
-    # Sort risks by severity level
+    # Sort risks by severity
     sorted_risks.sort(key=lambda x: severity_order.get(x['severity'], 4))
 
-    # Log the final sorted risks for verification
-    #logger.info(f"Sorted Risks: {sorted_risks}")
-    #logger.info(f"Severity Counts: {severity_counts}")
-
     return sorted_risks, severity_counts
+
+def prepare_alternative_technologies(resource_inventory, alternatives, alternative_technologies, exit_strategy):
+    alt_tech_data = []
+    for resource in resource_inventory:
+        resource_type = resource.get("resource_type")
+        relevant_alternatives = [
+            alt for alt in alternatives
+            if str(alt["resource_type"]) == str(resource_type) and str(alt["strategy_type"]) == str(exit_strategy)
+        ]
+        for alt in relevant_alternatives:
+            tech = next(
+                (t for t in alternative_technologies if t["id"] == alt["alternative_technology"] and t["status"] == "t"),
+                None
+            )
+            if tech:
+                alt_tech_data.append({
+                    "resource_type_id": resource_type,
+                    "product_name": tech.get("product_name"),
+                    "product_description": tech.get("product_description"),
+                    "product_url": tech.get("product_url"),
+                    "open_source": tech.get("open_source") == "t",
+                    "support_plan": tech.get("support_plan") == "t",
+                    "status": tech.get("status") == "t",
+                })
+    return alt_tech_data
diff --git a/core/utils_aws.py b/core/utils_aws.py
index c9514c8..131f05c 100644
--- a/core/utils_aws.py
+++ b/core/utils_aws.py
@@ -6,9 +6,12 @@
 import time
 import logging
 from datetime import date, datetime, timedelta
+from collections import defaultdict
 from dateutil.relativedelta import relativedelta
 from botocore.exceptions import NoCredentialsError, ClientError
 
+from .utils_db import connect, load_data
+
 logger = logging.getLogger("core.engine.aws")
 
 def aws_api_call_with_retry(client, function_name, parameters, max_retries, retry_delay):
@@ -59,19 +62,20 @@ def build_aws_resource_inventory(cloud_service_provider, provider_details, repor
             region_name=region
         )
 
-        # Load the ResourceType mapping to include both `id` and `name`
-        with open("datasets/resourcetype.json", "r", encoding="utf-8") as f:
-            resource_type_mapping = {
-                item["code"]: {"id": item["id"], "name": item["name"]}
-                for item in json.load(f)
-                if item["csp"] == "2" and item["status"] == "t"
-            }
+        db_path = os.path.join(report_path, "data", "assessment.db")
+
+        # Load the ResourceType mapping
+        resource_type_mapping = {
+            item["code"]: {"id": item["id"], "name": item["name"]}
+            for item in load_data("resourcetype")
+            if item["csp"] == 2 and item["status"] == "t"
+        }
 
-        resource_summary = {}
+        # Save raw data for debugging and auditing purposes
         raw_data = []
 
-        # Initialize a custom counter
-        resource_inventory_id_counter = 1
+        # Aggregate resources by type and location
+        aggregated_resources = defaultdict(int)
 
         # Iterate through each resource type in the JSON
         for idx, (resource_type_code, resource_info) in enumerate(resource_type_mapping.items(), start=1):
@@ -108,17 +112,9 @@ def build_aws_resource_inventory(cloud_service_provider, provider_details, repor
                     #logger.warning(f"No valid response found for {service_name} operation {operation_name}. Skipping.")
                     continue
 
-                # Count resources and add to summary if count > 0
-                resource_count = len(resources)
-                if resource_count > 0:
-                    resource_inventory_id = str(resource_inventory_id_counter)
-                    resource_summary[resource_inventory_id] = {
-                        "resource_name": resource_info["name"],
-                        "resource_type": resource_info["id"],
-                        "location": region,
-                        "count": resource_count
-                    }
-                    resource_inventory_id_counter += 1
+                # Aggregate the resources
+                for resource in resources:
+                    aggregated_resources[(resource_type_code, region)] += 1
 
                 # Store raw data
                 raw_data.append({
@@ -127,9 +123,6 @@ def build_aws_resource_inventory(cloud_service_provider, provider_details, repor
                     "resources": resources
                 })
 
-
-                #logger.info(f"Processed {resource_count} resources for service {service_name} with operation {operation_name}")
-
             except (NoCredentialsError, ClientError, Exception) as e:
                 #logger.error(f"Error while processing {service_name}: {str(e)}", exc_info=True)
                 continue
@@ -140,13 +133,35 @@ def build_aws_resource_inventory(cloud_service_provider, provider_details, repor
         raw_file_path = os.path.join(raw_data_path, "resource_inventory_raw_data.json")
         with open(raw_file_path, "w", encoding="utf-8") as raw_file:
             json.dump(raw_data, raw_file, indent=4)
-        #logger.info(f"AWS raw resource inventory saved to {raw_file_path}")
 
-        # Save structured data to a JSON file
-        structured_file_path = os.path.join(report_path, "resource_inventory_standard_data.json")
-        with open(structured_file_path, "w", encoding="utf-8") as structured_file:
-            json.dump(resource_summary, structured_file, indent=4)
-        #logger.info(f"AWS structured resource inventory saved to {structured_file_path}")
+        # Insert aggregated data into SQLite
+        with connect(db_path=db_path) as conn:
+            cursor = conn.cursor()
+
+            for (resource_type_code, resource_location), resource_count in aggregated_resources.items():
+                try:
+                    # Map resource type code to resource_type_id
+                    resource_info = resource_type_mapping.get(resource_type_code)
+                    if not resource_info:
+                        #logger.warning(f"Resource type {resource_type_code} not found in resourcetype mapping. Skipping.")
+                        continue
+
+                    resource_type_id = resource_info["id"]
+
+                    cursor.execute(
+                        """
+                        INSERT INTO resource_inventory (resource_type, location, count)
+                        VALUES (?, ?, ?)
+                        ON CONFLICT(resource_type, location) DO UPDATE SET count = excluded.count
+                        """,
+                        (resource_type_id, resource_location, resource_count)
+                    )
+                except sqlite3.Error as e:
+                    logger.error(f"SQLite error while processing aggregated resource: {e}", exc_info=True)
+                except Exception as e:
+                    logger.error(f"Unexpected error while processing aggregated resource: {e}", exc_info=True)
+
+            conn.commit()
 
     except Exception as e:
         logger.error(f"Error creating AWS resource inventory: {str(e)}", exc_info=True)
@@ -172,6 +187,8 @@ def build_aws_cost_inventory(cloud_service_provider, provider_details, report_pa
         )
         cost_explorer = session.client('ce', region_name='us-east-1')
 
+        db_path = os.path.join(report_path, "data", "assessment.db")
+
         end_time = date.today()
         start_time = end_time.replace(day=1) - timedelta(days=180)
         start_time = start_time.replace(day=1)
@@ -189,24 +206,54 @@ def build_aws_cost_inventory(cloud_service_provider, provider_details, report_pa
             }
         )
 
-        cost_inventory_raw_path = os.path.join(report_path, "cost_inventory_raw_data.json")
+        cost_inventory_raw_path = os.path.join(raw_data_path, "cost_inventory_raw_data.json")
         with open(cost_inventory_raw_path, "w", encoding="utf-8") as raw_file:
             json.dump(cost_and_usage, raw_file, indent=4)
 
-        structured_costs = {}
-        for result in cost_and_usage['ResultsByTime']:
-            month_str = result['TimePeriod']['Start']
-            total_cost = sum(float(group['Metrics']['UnblendedCost']['Amount']) for group in result['Groups'])
-            currency = result['Groups'][0]['Metrics']['UnblendedCost']['Unit'] if result['Groups'] else 'USD'
-            structured_costs[month_str] = {"cost": total_cost, "currency": currency}
-
-        missing_months = get_missing_months_aws(structured_costs.keys(), 6)
-        for missing_month in missing_months:
-            structured_costs[missing_month.isoformat()] = {"cost": 0.00, "currency": currency}
-
-        cost_inventory_standard_path = os.path.join(report_path, "cost_inventory_standard_data.json")
-        with open(cost_inventory_standard_path, "w", encoding="utf-8") as structured_file:
-            json.dump(structured_costs, structured_file, indent=4)
+        # Insert structured data into SQLite
+        with connect(db_path=db_path) as conn:
+            cursor = conn.cursor()
+
+            for result in cost_and_usage['ResultsByTime']:
+                month_str = result['TimePeriod']['Start']
+                total_cost = sum(float(group['Metrics']['UnblendedCost']['Amount']) for group in result['Groups'])
+                currency = result['Groups'][0]['Metrics']['UnblendedCost']['Unit'] if result['Groups'] else 'USD'
+                month_date = datetime.strptime(month_str, '%Y-%m-%d').date().replace(day=1).isoformat()
+
+                # Insert or update the cost data for the month
+                cursor.execute(
+                    """
+                    INSERT INTO cost_inventory (month, cost, currency)
+                    VALUES (?, ?, ?)
+                    ON CONFLICT(month) DO UPDATE SET
+                        cost = excluded.cost,
+                        currency = excluded.currency
+                    """,
+                    (month_date, total_cost, currency)
+                )
+
+            # Handle missing months
+            structured_months = {datetime.strptime(result['TimePeriod']['Start'], '%Y-%m-%d').date() for result in cost_and_usage['ResultsByTime']}
+            missing_months = get_missing_months_aws({month.isoformat() for month in structured_months}, 6)
+
+            for missing_month in missing_months:
+                cursor.execute(
+                    """
+                    INSERT INTO cost_inventory (month, cost, currency)
+                    VALUES (?, 0.00, ?)
+                    ON CONFLICT(month) DO UPDATE SET
+                        currency = excluded.currency
+                    """,
+                    (missing_month.isoformat(), currency)
+                )
+
+            conn.commit()
+
+    except sqlite3.Error as e:
+        logger.error(f"SQLite error: {str(e)}", exc_info=True)
+    except Exception as e:
+        logger.error(f"Error creating AWS cost inventory: {str(e)}", exc_info=True)
+        raise
 
     except Exception as e:
         logger.error(f"Error creating AWS cost inventory: {str(e)}", exc_info=True)
diff --git a/core/utils_azure.py b/core/utils_azure.py
index b9148ca..a0be83c 100644
--- a/core/utils_azure.py
+++ b/core/utils_azure.py
@@ -2,14 +2,18 @@
 import json
 import os
 import logging
+import sqlite3
 from datetime import date, datetime, timedelta
 from dateutil.relativedelta import relativedelta
+from collections import defaultdict
 from azure.identity import ClientSecretCredential
 from azure.mgmt.resource import ResourceManagementClient
 from azure.mgmt.costmanagement import CostManagementClient
 from azure.mgmt.costmanagement.models import QueryDefinition, TimeframeType
 from azure.core.exceptions import AzureError, ClientAuthenticationError
 
+from .utils_db import connect, load_data
+
 logger = logging.getLogger("core.engine.azure")
 logging.getLogger("azure").setLevel(logging.WARNING)
 
@@ -39,79 +43,63 @@ def build_azure_resource_inventory(cloud_service_provider, provider_details, rep
         subscription_id = provider_details["subscriptionId"]
         resource_group_name = provider_details["resourceGroupName"]
 
+        db_path = os.path.join(report_path, "data", "assessment.db")
+
         # Check if resource inventory is empty
         if is_resource_inventory_empty(credential, subscription_id, resource_group_name):
-            #logger.warning("Azure resource inventory is empty.")
+            logger.warning("The selected resource group does not contain any resources.")
             return
 
         resource_client = ResourceManagementClient(credential, subscription_id)
-        #logger.info("Fetching Azure resources...")
 
         # Fetch resources and serialize to raw JSON
         resources = list(resource_client.resources.list_by_resource_group(resource_group_name))
         raw_data = [resource.serialize(True) for resource in resources]
-        #logger.info(f"Serialized Resources RAW Data: {raw_data}")
 
         # Save raw data to a JSON file
         raw_file_path = os.path.join(raw_data_path, "resource_inventory_raw_data.json")
         with open(raw_file_path, "w", encoding="utf-8") as raw_file:
             json.dump(raw_data, raw_file, indent=4)
-        #logger.info(f"Azure raw resource inventory saved to {raw_file_path}")
 
-        # Load the ResourceType mapping from JSON
-        with open("datasets/resourcetype.json", "r", encoding="utf-8") as f:
+        # Load resource type mapping from the assessment database
+        resource_type_mapping = getattr(build_azure_resource_inventory, "_resource_type_cache", None)
+        if resource_type_mapping is None:
             resource_type_mapping = {
                 item["code"].strip().lower(): {"id": item["id"], "name": item["name"]}
-                for item in json.load(f)
+                for item in load_data("resourcetype", db_path=db_path)
+                if item["csp"] == 1 and item["status"] == "t"
             }
+            build_azure_resource_inventory._resource_type_cache = resource_type_mapping
 
-        # Process resources and create a structured summary
-        # Process resources and create a structured summary
-        resource_summary = {}
-        resource_inventory_id_counter = 1  # Unique ID for each resource
-
+        # Aggregate resources by type and location
+        aggregated_resources = defaultdict(int)
         for resource in resources:
             resource_type_code = resource.type.strip().lower()
             resource_location = resource.location.strip().lower()
-
-            # Map resource type code to resource_type_id and resource_name
-            resource_info = resource_type_mapping.get(resource_type_code)
-            if not resource_info:
-                continue  # Skip if no matching ResourceType found
-
-            resource_type_id = resource_info["id"]
-            resource_name = resource_info["name"]
-
-            # Check for duplicates and merge if necessary
-            resource_key = (resource_name, resource_type_id, resource_location)  # Unique key for deduplication
-            if resource_key in resource_summary:
-                resource_summary[resource_key]["count"] += 1
-            else:
-                resource_summary[resource_key] = {
-                    "resource_name": resource_name,
-                    "resource_type": resource_type_id,
-                    "location": resource_location,
-                    "count": 1
-                }
-
-            # Convert resource_summary to the desired dictionary structure with numbered keys
-            resource_summary_numbered = {
-                str(idx): details
-                for idx, details in enumerate(resource_summary.values(), start=1)
-            }
-
-        # Log the resource summary
-        #logger.info(f"Resource summary: {resource_summary}")
-
-        # Save structured data to a JSON file
-        structured_file_path = os.path.join(report_path, "resource_inventory_standard_data.json")
-        with open(structured_file_path, "w", encoding="utf-8") as structured_file:
-            json.dump(resource_summary_numbered, structured_file, indent=4)
-
-        #logger.info(f"Azure structured resource inventory saved to {structured_file_path}")
+            aggregated_resources[(resource_type_code, resource_location)] += 1
+
+        # Insert data into SQLite
+        with connect(db_path=db_path) as conn:
+            cursor = conn.cursor()
+            data_to_insert = [
+                (resource_type_mapping[resource_type_code]["id"], resource_location, resource_count)
+                for (resource_type_code, resource_location), resource_count in aggregated_resources.items()
+                if resource_type_code in resource_type_mapping
+            ]
+            cursor.executemany(
+                """
+                INSERT INTO resource_inventory (resource_type, location, count)
+                VALUES (?, ?, ?)
+                ON CONFLICT(resource_type, location) DO UPDATE SET count = excluded.count
+                """,
+                data_to_insert
+            )
+            conn.commit()
 
     except ClientAuthenticationError as e:
         logger.error(f"Azure authentication error: {str(e)}", exc_info=True)
+    except sqlite3.Error as e:
+        logger.error(f"SQLite error: {str(e)}", exc_info=True)
     except Exception as e:
         logger.error(f"Error fetching Azure resources: {str(e)}", exc_info=True)
 
@@ -142,6 +130,8 @@ def build_azure_cost_inventory(cloud_service_provider, provider_details, report_
         )
         cost_management_client = CostManagementClient(credential, base_url="https://management.azure.com")
 
+        db_path = os.path.join(report_path, "data", "assessment.db")
+
         end_time = date.today()
         start_time = end_time.replace(day=1) - timedelta(days=180)
         start_time = start_time.replace(day=1)
@@ -166,20 +156,48 @@ def build_azure_cost_inventory(cloud_service_provider, provider_details, report_
         with open(cost_inventory_raw_path, "w", encoding="utf-8") as raw_file:
             json.dump(cost_data.as_dict(), raw_file, indent=4)
 
-        structured_costs = {}
-        for row in cost_data.rows:
-            cost, month_str, currency = row
-            month_date = datetime.strptime(month_str, '%Y-%m-%dT%H:%M:%S').date().replace(day=1)
-            structured_costs[month_date.isoformat()] = {"cost": cost, "currency": currency}
-
-        missing_months = get_missing_months_azure(structured_costs.keys(), 6)
-        for missing_month in missing_months:
-            structured_costs[missing_month.isoformat()] = {"cost": 0.00, "currency": currency}
-
-        cost_inventory_standard_path = os.path.join(report_path, "cost_inventory_standard_data.json")
-        with open(cost_inventory_standard_path, "w", encoding="utf-8") as structured_file:
-            json.dump(structured_costs, structured_file, indent=4)
-
+        # Insert structured cost data into SQLite
+        with connect(db_path=db_path) as conn:
+            cursor = conn.cursor()
+
+            for row in cost_data.rows:
+                cost, month_str, currency = row
+                month_date = datetime.strptime(month_str, '%Y-%m-%dT%H:%M:%S').date().replace(day=1).isoformat()
+
+                # Insert or update cost data
+                cursor.execute(
+                    """
+                    INSERT INTO cost_inventory (month, cost, currency)
+                    VALUES (?, ?, ?)
+                    ON CONFLICT(month) DO UPDATE SET
+                        cost = excluded.cost,
+                        currency = excluded.currency
+                    """,
+                    (month_date, cost, currency)
+                )
+
+            # Extract months already in the cost data
+            structured_months = {datetime.strptime(row[1], '%Y-%m-%dT%H:%M:%S').date() for row in cost_data.rows}
+
+            # Identify missing months and insert with zero cost
+            missing_months = get_missing_months_azure(
+                {month.isoformat() for month in structured_months}, 6
+            )
+            for missing_month in missing_months:
+                cursor.execute(
+                    """
+                    INSERT INTO cost_inventory (month, cost, currency)
+                    VALUES (?, 0.00, ?)
+                    ON CONFLICT(month) DO UPDATE SET
+                        currency = excluded.currency
+                    """,
+                    (missing_month.isoformat(), currency)
+                )
+
+            conn.commit()
+
+    except sqlite3.Error as e:
+        logger.error(f"SQLite error: {str(e)}", exc_info=True)
     except Exception as e:
         logger.error(f"Error creating Azure cost inventory: {str(e)}", exc_info=True)
         raise
diff --git a/core/utils_db.py b/core/utils_db.py
new file mode 100644
index 0000000..938b3df
--- /dev/null
+++ b/core/utils_db.py
@@ -0,0 +1,71 @@
+#utils_db.py
+import sqlite3
+import logging
+
+# Configure logger for database operations
+logger = logging.getLogger("core.engine.db")
+logger.setLevel(logging.INFO)
+
+# Default master database
+MASTER_DATABASE = "datasets/data.db"
+
+def connect(db_path=MASTER_DATABASE):
+    try:
+        conn = sqlite3.connect(db_path)
+        return conn
+    except sqlite3.Error as e:
+        logger.error(f"Error connecting to database: {e}")
+        raise
+
+def load_data(table_name, db_path=MASTER_DATABASE):
+    try:
+        conn = connect(db_path)
+        cursor = conn.cursor()
+        cursor.execute(f"SELECT * FROM {table_name}")
+        columns = [desc[0] for desc in cursor.description]
+        rows = cursor.fetchall()
+        conn.close()
+        return [dict(zip(columns, row)) for row in rows]
+    except sqlite3.Error as e:
+        logger.error(f"Error loading data from table '{table_name}': {e}")
+        raise
+
+def execute_query(query, params=None, db_path=MASTER_DATABASE):
+    try:
+        conn = connect(db_path)
+        cursor = conn.cursor()
+        cursor.execute(query, params or ())
+        conn.commit()
+        rowcount = cursor.rowcount
+        conn.close()
+        return rowcount
+    except sqlite3.Error as e:
+        logger.error(f"Error executing query: {e}")
+        raise
+
+def fetch_one(query, params=None, db_path=MASTER_DATABASE):
+    try:
+        conn = connect(db_path)
+        cursor = conn.cursor()
+        cursor.execute(query, params or ())
+        row = cursor.fetchone()
+        columns = [desc[0] for desc in cursor.description]
+        conn.close()
+        return dict(zip(columns, row)) if row else None
+    except sqlite3.Error as e:
+        logger.error(f"Error fetching data: {e}")
+        raise
+
+def fetch_all(query, params=None, db_path=MASTER_DATABASE):
+    """Fetch all rows matching a query."""
+    try:
+        conn = connect(db_path)
+        cursor = conn.cursor()
+        cursor.execute(query, params or ())
+        rows = cursor.fetchall()
+        columns = [desc[0] for desc in cursor.description]
+        conn.close()
+        return [dict(zip(columns, row)) for row in rows]
+    except sqlite3.Error as e:
+        logger.error(f"Error fetching data: {e}")
+        raise
diff --git a/datasets/alternative.json b/datasets/alternative.json
deleted file mode 100644
index bab50a6..0000000
--- a/datasets/alternative.json
+++ /dev/null
@@ -1,6122 +0,0 @@
-[
-    {
-        "id": "1",
-        "resource_type": "1",
-        "alternative_technology": "1",
-        "strategy_type": "3"
-    },
-    {
-        "id": "2",
-        "resource_type": "1",
-        "alternative_technology": "2",
-        "strategy_type": "3"
-    },
-    {
-        "id": "3",
-        "resource_type": "1",
-        "alternative_technology": "3",
-        "strategy_type": "3"
-    },
-    {
-        "id": "4",
-        "resource_type": "1",
-        "alternative_technology": "4",
-        "strategy_type": "1"
-    },
-    {
-        "id": "5",
-        "resource_type": "1",
-        "alternative_technology": "5",
-        "strategy_type": "1"
-    },
-    {
-        "id": "6",
-        "resource_type": "1",
-        "alternative_technology": "6",
-        "strategy_type": "3"
-    },
-    {
-        "id": "7",
-        "resource_type": "1",
-        "alternative_technology": "8",
-        "strategy_type": "3"
-    },
-    {
-        "id": "8",
-        "resource_type": "1",
-        "alternative_technology": "9",
-        "strategy_type": "3"
-    },
-    {
-        "id": "9",
-        "resource_type": "1",
-        "alternative_technology": "10",
-        "strategy_type": "1"
-    },
-    {
-        "id": "10",
-        "resource_type": "2",
-        "alternative_technology": "11",
-        "strategy_type": "3"
-    },
-    {
-        "id": "11",
-        "resource_type": "2",
-        "alternative_technology": "12",
-        "strategy_type": "3"
-    },
-    {
-        "id": "12",
-        "resource_type": "2",
-        "alternative_technology": "13",
-        "strategy_type": "1"
-    },
-    {
-        "id": "13",
-        "resource_type": "2",
-        "alternative_technology": "14",
-        "strategy_type": "1"
-    },
-    {
-        "id": "14",
-        "resource_type": "2",
-        "alternative_technology": "15",
-        "strategy_type": "1"
-    },
-    {
-        "id": "15",
-        "resource_type": "2",
-        "alternative_technology": "16",
-        "strategy_type": "1"
-    },
-    {
-        "id": "16",
-        "resource_type": "2",
-        "alternative_technology": "17",
-        "strategy_type": "1"
-    },
-    {
-        "id": "17",
-        "resource_type": "2",
-        "alternative_technology": "18",
-        "strategy_type": "1"
-    },
-    {
-        "id": "18",
-        "resource_type": "2",
-        "alternative_technology": "19",
-        "strategy_type": "1"
-    },
-    {
-        "id": "19",
-        "resource_type": "2",
-        "alternative_technology": "20",
-        "strategy_type": "1"
-    },
-    {
-        "id": "20",
-        "resource_type": "3",
-        "alternative_technology": "21",
-        "strategy_type": "3"
-    },
-    {
-        "id": "21",
-        "resource_type": "3",
-        "alternative_technology": "22",
-        "strategy_type": "3"
-    },
-    {
-        "id": "22",
-        "resource_type": "3",
-        "alternative_technology": "23",
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-        "id": "1000",
-        "resource_type": "492",
-        "alternative_technology": "2098",
-        "strategy_type": "3"
-    },
-    {
-        "id": "1001",
-        "resource_type": "495",
-        "alternative_technology": "2105",
-        "strategy_type": "3"
-    },
-    {
-        "id": "1002",
-        "resource_type": "495",
-        "alternative_technology": "1932",
-        "strategy_type": "3"
-    },
-    {
-        "id": "1003",
-        "resource_type": "495",
-        "alternative_technology": "2106",
-        "strategy_type": "3"
-    },
-    {
-        "id": "1004",
-        "resource_type": "496",
-        "alternative_technology": "144",
-        "strategy_type": "3"
-    },
-    {
-        "id": "1005",
-        "resource_type": "496",
-        "alternative_technology": "137",
-        "strategy_type": "3"
-    },
-    {
-        "id": "1006",
-        "resource_type": "497",
-        "alternative_technology": "2122",
-        "strategy_type": "3"
-    },
-    {
-        "id": "1007",
-        "resource_type": "497",
-        "alternative_technology": "2123",
-        "strategy_type": "3"
-    },
-    {
-        "id": "1008",
-        "resource_type": "497",
-        "alternative_technology": "2124",
-        "strategy_type": "3"
-    },
-    {
-        "id": "1009",
-        "resource_type": "498",
-        "alternative_technology": "2132",
-        "strategy_type": "3"
-    },
-    {
-        "id": "1010",
-        "resource_type": "498",
-        "alternative_technology": "2133",
-        "strategy_type": "3"
-    },
-    {
-        "id": "1011",
-        "resource_type": "498",
-        "alternative_technology": "2134",
-        "strategy_type": "3"
-    },
-    {
-        "id": "1012",
-        "resource_type": "498",
-        "alternative_technology": "2135",
-        "strategy_type": "3"
-    },
-    {
-        "id": "1013",
-        "resource_type": "498",
-        "alternative_technology": "2136",
-        "strategy_type": "3"
-    },
-    {
-        "id": "1014",
-        "resource_type": "498",
-        "alternative_technology": "2137",
-        "strategy_type": "3"
-    },
-    {
-        "id": "1015",
-        "resource_type": "501",
-        "alternative_technology": "2142",
-        "strategy_type": "3"
-    },
-    {
-        "id": "1016",
-        "resource_type": "506",
-        "alternative_technology": "2160",
-        "strategy_type": "3"
-    },
-    {
-        "id": "1017",
-        "resource_type": "506",
-        "alternative_technology": "2161",
-        "strategy_type": "3"
-    },
-    {
-        "id": "1018",
-        "resource_type": "508",
-        "alternative_technology": "2179",
-        "strategy_type": "3"
-    },
-    {
-        "id": "1019",
-        "resource_type": "508",
-        "alternative_technology": "2161",
-        "strategy_type": "3"
-    },
-    {
-        "id": "1020",
-        "resource_type": "510",
-        "alternative_technology": "2190",
-        "strategy_type": "3"
-    }
-]
\ No newline at end of file
diff --git a/datasets/alternativetechnology.json b/datasets/alternativetechnology.json
deleted file mode 100644
index 65088f3..0000000
--- a/datasets/alternativetechnology.json
+++ /dev/null
@@ -1,19811 +0,0 @@
-[
-    {
-        "id": "1",
-        "product_name": "Google Maps Platform",
-        "product_description": "Offers a suite of APIs for maps, routes, and places, enabling integration of real-time maps, navigation, and location-based experiences into applications.",
-        "product_url": "https://cloud.google.com/maps-platform",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "2",
-        "product_name": "HERE Technologies",
-        "product_description": "Provides mapping and location services with features like route planning, traffic information, and detailed location data, widely used in various industries.",
-        "product_url": "https://www.here.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "3",
-        "product_name": "Mapbox",
-        "product_description": "A mapping platform that specializes in custom online maps for websites and applications, known for its easy-to-use APIs and customizable map designs.",
-        "product_url": "https://www.mapbox.com/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "4",
-        "product_name": "OpenStreetMap (OSM)",
-        "product_description": "A free, editable map of the world, allowing users to view, edit, and use geographical data in a collaborative way.",
-        "product_url": "https://www.openstreetmap.org/",
-        "open_source": "t",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "5",
-        "product_name": "TomTom Maps",
-        "product_description": "Offers location technology, including maps, traffic data, and software services, known for its in-car navigation and GPS devices.",
-        "product_url": "https://www.tomtom.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "6",
-        "product_name": "Apple Maps",
-        "product_description": "Apple's mapping service, providing detailed maps, navigation, and location-based services, integrated into iOS devices and available for application development.",
-        "product_url": "https://www.apple.com/maps/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "7",
-        "product_name": "Esri ArcGIS Maps",
-        "product_description": "A comprehensive GIS platform offering detailed mapping, spatial analytics, and location-based services for a wide range of professional applications.",
-        "product_url": "https://www.arcgis.com/home/webmap/viewer.html",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "8",
-        "product_name": "MapQuest",
-        "product_description": "An American free online web mapping service providing mapping, geocoding, and directions, known for its easy integration into websites and applications.",
-        "product_url": "https://www.mapquest.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "9",
-        "product_name": "Bing Maps",
-        "product_description": "Microsoft's own web mapping service providing map views, route planning, and location services, often considered a direct alternative to Azure Maps within the Microsoft ecosystem.",
-        "product_url": "https://www.bing.com/maps",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "10",
-        "product_name": "Leaflet",
-        "product_description": "An open-source JavaScript library for mobile-friendly interactive maps, popular for its simplicity, performance, and ease of use in web applications.",
-        "product_url": "https://leafletjs.com/",
-        "open_source": "t",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "11",
-        "product_name": "AWS Ground Station",
-        "product_description": "Amazon's service for satellite communication, providing access to ground station antennas for data download and processing.",
-        "product_url": "https://aws.amazon.com/ground-station/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "12",
-        "product_name": "Google Cloud's Ground Stations",
-        "product_description": "Google's solution for satellite communication, offering a global network of ground stations for data reception.",
-        "product_url": "N/A",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "13",
-        "product_name": "Kratos RT Logic",
-        "product_description": "A provider of ground station solutions, offering products for satellite signal processing, communication, and network management.",
-        "product_url": "https://www.kratosdefense.com/about/divisions/space-training-and-cybersecurity/space?r=krtl",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "14",
-        "product_name": "KSAT (Kongsberg Satellite Services)",
-        "product_description": "A global ground station network providing satellite communication and Earth observation services.",
-        "product_url": "https://www.ksat.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "15",
-        "product_name": "Comtech EF Data Heights\u2122 Networking Platform",
-        "product_description": "A technology enabling satellite ground station automation, allowing for efficient and reliable satellite communications.",
-        "product_url": "https://www.comtechefdata.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "16",
-        "product_name": "SES Satellites Ground Stations",
-        "product_description": "SES offers a network of ground stations for satellite operations, including telemetry, tracking, and control services.",
-        "product_url": "https://www.ses.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "17",
-        "product_name": "ViaSat Satellite Ground Stations",
-        "product_description": "ViaSat provides ground station solutions for satellite communication, ensuring reliable connectivity and data transfer.",
-        "product_url": "https://www.viasat.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "18",
-        "product_name": "NovaWurks Hyper-Integrated Satlet Ground System",
-        "product_description": "Innovative ground system technology supporting satellite constellations with advanced connectivity and data processing.",
-        "product_url": "https://novawurks.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "19",
-        "product_name": "Spire Global Ground Stations",
-        "product_description": "Spire's ground station network for satellite data reception and processing, supporting applications in Earth observation.",
-        "product_url": "https://www.spire.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "20",
-        "product_name": "Kratos SAT Corporation",
-        "product_description": "A provider of satellite communication solutions, offering ground station services, satellite management, and RF interference mitigation.",
-        "product_url": "https://services.kratoscomms.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "21",
-        "product_name": "VMware Cloud on AWS",
-        "product_description": "Combines VMware's virtualization expertise with AWS infrastructure, enabling seamless migration and operation of VMware workloads.",
-        "product_url": "https://aws.amazon.com/vmware/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "22",
-        "product_name": "Google Cloud VMware Engine",
-        "product_description": "Google's service for running VMware workloads on its cloud platform, providing scalability and advanced networking features.",
-        "product_url": "https://cloud.google.com/vmware-engine",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "23",
-        "product_name": "IBM Cloud for VMware Solutions",
-        "product_description": "Offers VMware-based cloud services with a focus on enterprise-grade security, scalability, and hybrid cloud integration.",
-        "product_url": "https://www.ibm.com/cloud/vmware",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "24",
-        "product_name": "Dell Technologies Cloud",
-        "product_description": "Integrates VMware technologies with Dell EMC infrastructure, providing a consistent platform for hybrid and multi-cloud deployments.",
-        "product_url": "https://www.delltechnologies.com/en-us/cloud/index.htm",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "25",
-        "product_name": "Cisco Hybrid Cloud Solution for VMware",
-        "product_description": "Cisco's integrated solution for running VMware workloads, ensuring high performance, security, and simplified management.",
-        "product_url": "https://www.cisco.com/c/en/us/products/collateral/nb-06-plus-as-a-service/hybrid-cloud/cisco-hybrid-cloud-ds.pdf",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "26",
-        "product_name": "Oracle Cloud VMware Solution",
-        "product_description": "Oracle's cloud service supporting VMware workloads, offering enterprise-class performance, scalability, and security features.",
-        "product_url": "https://www.oracle.com/cloud/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "27",
-        "product_name": "HPE GreenLake for VMware Cloud Foundation",
-        "product_description": "Hybrid cloud solution from HPE, providing VMware-based services on a flexible, consumption-based model.",
-        "product_url": "https://blogs.vmware.com/cloud-foundation/2023/06/20/announcing-vmware-cloud-foundation-and-hpe-greenlake-better-integration-and-better-together/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "28",
-        "product_name": "Nutanix Clusters",
-        "product_description": "Enables running VMware workloads on Nutanix hyper-converged infrastructure, delivering a scalable and resilient cloud platform.",
-        "product_url": "https://www.nutanix.com/products/clusters",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "29",
-        "product_name": "Red Hat OpenShift Virtualization",
-        "product_description": "Integrates Kubernetes and virtualization, allowing seamless operation of VMware workloads within Red Hat's container-based platform.",
-        "product_url": "https://www.redhat.com/en/technologies/cloud-computing/openshift/virtualization",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "30",
-        "product_name": "Azure Arc",
-        "product_description": "Extends Azure services to on-premises and multi-cloud environments, including VMware, for unified management and governance.",
-        "product_url": "https://azure.microsoft.com/en-us/services/azure-arc/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "31",
-        "product_name": "Amazon Kinesis Analytics",
-        "product_description": "AWS service for real-time stream processing, enabling analysis of streaming data with SQL queries for actionable insights.",
-        "product_url": "https://aws.amazon.com/kinesis/analytics/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "32",
-        "product_name": "Google Cloud Dataflow",
-        "product_description": "A fully-managed stream and batch processing service, supporting Apache Beam for unified, portable data processing.",
-        "product_url": "https://cloud.google.com/dataflow",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "33",
-        "product_name": "Apache Flink",
-        "product_description": "An open-source stream processing framework for big data analytics, offering low-latency and high-throughput data processing.",
-        "product_url": "https://flink.apache.org/",
-        "open_source": "t",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "34",
-        "product_name": "IBM Streams",
-        "product_description": "Real-time analytics platform for processing and analyzing data streams, providing insights for immediate decision-making.",
-        "product_url": "https://www.ibm.com/cloud/stream-computing",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "35",
-        "product_name": "Apache Kafka Streams",
-        "product_description": "A library for building real-time streaming applications, Kafka Streams leverages the Apache Kafka platform for processing and analyzing data in real-time.",
-        "product_url": "https://kafka.apache.org/documentation/streams/",
-        "open_source": "t",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "36",
-        "product_name": "Spark Streaming",
-        "product_description": "Apache Spark's extension for processing real-time data streams, providing fault-tolerant and scalable stream processing.",
-        "product_url": "https://spark.apache.org/streaming/",
-        "open_source": "t",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "37",
-        "product_name": "AWS Lambda with Kinesis",
-        "product_description": "Serverless architecture using AWS Lambda and Kinesis for real-time data processing, offering event-driven scalability.",
-        "product_url": "https://aws.amazon.com/lambda/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "38",
-        "product_name": "Azure Databricks Streaming Analytics",
-        "product_description": "Integrated with Apache Spark, Azure Databricks provides real-time analytics capabilities for streaming data processing.",
-        "product_url": "https://learn.microsoft.com/en-us/azure/architecture/reference-architectures/data/stream-processing-databricks",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "39",
-        "product_name": "Confluent Platform",
-        "product_description": "A streaming platform built on Apache Kafka, offering tools for data integration, event streaming, and stream processing.",
-        "product_url": "https://www.confluent.io/",
-        "open_source": "t",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "40",
-        "product_name": "StreamSets DataOps Platform",
-        "product_description": "Manages end-to-end data movement for batch and streaming data, enabling easy building and deployment of data pipelines.",
-        "product_url": "https://www.streamsets.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "41",
-        "product_name": "AWS RoboMaker",
-        "product_description": "Amazon's cloud service for developing, testing, and deploying robotics applications, with simulation capabilities for autonomous systems.",
-        "product_url": "https://aws.amazon.com/robomaker/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "42",
-        "product_name": "Google Cloud AI Platform (Unified)",
-        "product_description": "A unified platform supporting machine learning and AI workloads, facilitating the development of autonomous systems on Google Cloud.",
-        "product_url": "https://cloud.google.com/ai-platform",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "43",
-        "product_name": "IBM Watson Studio",
-        "product_description": "An AI and machine learning platform by IBM, providing tools for developing, training, and deploying models powering autonomous systems.",
-        "product_url": "https://www.ibm.com/cloud/watson-studio",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "44",
-        "product_name": "Robot Operating System (ROS)",
-        "product_description": "An open-source middleware framework for developing robotics software, fostering collaboration in the creation of autonomous systems.",
-        "product_url": "https://www.ros.org/",
-        "open_source": "t",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "45",
-        "product_name": "OpenAI Gym",
-        "product_description": "A toolkit for developing and comparing reinforcement learning algorithms, supporting the training of AI agents for autonomous decision-making.",
-        "product_url": "https://openai.com/research/openai-gym-beta",
-        "open_source": "t",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "46",
-        "product_name": "Autonomous Solutions, Inc. (ASI)",
-        "product_description": "Provides autonomy technology for vehicles and equipment, enhancing automation in industrial and off-road environments.",
-        "product_url": "https://www.asirobots.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "47",
-        "product_name": "Baidu Apollo",
-        "product_description": "An open-source autonomous driving platform, offering software, hardware, and vehicle platforms for developing self-driving technologies.",
-        "product_url": "http://apollo.auto/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "48",
-        "product_name": "NVIDIA DRIVE Platform",
-        "product_description": "NVIDIA's AI computing platform for autonomous vehicles, providing hardware and software solutions for perception and decision-making.",
-        "product_url": "https://developer.nvidia.com/drive",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "49",
-        "product_name": "AirSim (Microsoft)",
-        "product_description": "An open-source simulator for drones and autonomous systems, developed by Microsoft, facilitating testing and training in a virtual environment.",
-        "product_url": "https://microsoft.github.io/AirSim/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "50",
-        "product_name": "AutonomousStuff (Velodyne)",
-        "product_description": "Offers perception and autonomy solutions, including LiDAR sensors, for developing and deploying autonomous systems across industries.",
-        "product_url": "https://www.autonomoustuff.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "51",
-        "product_name": "Amazon Lex",
-        "product_description": "AWS service for building conversational interfaces using voice and text, supporting natural language understanding for chatbots.",
-        "product_url": "https://aws.amazon.com/lex/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "52",
-        "product_name": "Google Cloud Dialogflow",
-        "product_description": "A natural language processing platform, allowing developers to build AI-driven chatbots for various applications.",
-        "product_url": "https://cloud.google.com/dialogflow",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "53",
-        "product_name": "IBM Watson Assistant",
-        "product_description": "AI-powered chatbot service by IBM, enabling the creation of intelligent virtual agents for seamless customer interactions.",
-        "product_url": "https://www.ibm.com/cloud/watson-assistant/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "54",
-        "product_name": "Rasa Open Source",
-        "product_description": "An open-source conversational AI platform, providing tools for building contextual and interactive chatbots.",
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-        "product_name": "TensorFlow",
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-        "product_name": "SAS Viya",
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-        "product_url": "https://www.sas.com/en_us/software/viya.html",
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-        "product_name": "Elasticsearch",
-        "product_description": "Elasticsearch is an open-source search and analytics engine known for its scalability and versatility, providing powerful full-text search capabilities and efficient data retrieval.",
-        "product_url": "https://www.elastic.co/elasticsearch/",
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-        "support_plan": "t",
-        "status": "t"
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-        "product_name": "Apache Solr",
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-        "product_name": "Amazon CloudSearch",
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-        "support_plan": "t",
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-        "product_name": "Algolia",
-        "product_description": "Algolia is a cloud-based search and discovery platform that provides a range of features, including real-time indexing, typo tolerance, and personalized search experiences, enhancing user engagement.",
-        "product_url": "https://www.algolia.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
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-        "id": "88",
-        "product_name": "Coveo",
-        "product_description": "Coveo is an AI-powered search and relevance platform that offers advanced search capabilities, personalization, and insights, empowering organizations to deliver contextual and relevant information to users.",
-        "product_url": "https://www.coveo.com/",
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-        "support_plan": "f",
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-        "product_name": "Swiftype",
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-        "product_url": "https://swiftype.com/",
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-        "support_plan": "f",
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-        "product_name": "Lucidworks Fusion",
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-        "product_url": "https://lucidworks.com/",
-        "open_source": "f",
-        "support_plan": "f",
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-        "product_name": "AddSearch",
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-        "product_url": "https://www.addsearch.com/",
-        "open_source": "f",
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-        "product_name": "Azure Cognitive Search (ACS)",
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-        "product_name": "Sajari",
-        "product_description": "Sajari is a cloud-based search and discovery platform with advanced machine learning capabilities, enabling organizations to create highly relevant and personalized search experiences for their users.",
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-        "product_name": "Google BigQuery",
-        "product_description": "Google BigQuery is a fully managed, serverless data warehouse for analytics, offering real-time querying and analysis of large datasets with scalability and ease of use.",
-        "product_url": "https://cloud.google.com/bigquery",
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-        "product_name": "Amazon Redshift",
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-        "product_name": "Snowflake",
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-        "product_url": "https://www.snowflake.com/",
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-        "product_name": "IBM Db2 Warehouse on Cloud",
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-        "product_name": "Teradata Vantage",
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-        "product_url": "https://www.teradata.com/resources/videos/what-is-vantage",
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-        "id": "99",
-        "product_name": "Oracle Autonomous Data Warehouse",
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-        "product_url": "https://www.oracle.com/autonomous-database/autonomous-data-warehouse/",
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-        "status": "t"
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-        "product_name": "SAP BW/4HANA",
-        "product_description": "SAP BW/4HANA is a next-generation data warehouse solution by SAP, designed for real-time analytics and advanced data processing, offering flexibility and scalability for enterprise analytics needs.",
-        "product_url": "https://www.sap.com/products/bw4hana.html",
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-        "status": "t"
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-        "id": "101",
-        "product_name": "Dremio",
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-        "product_name": "Exasol",
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-        "product_url": "https://www.exasol.com/",
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-        "product_name": "Yellowbrick Data Warehouse",
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-        "product_url": "https://www.yellowbrick.com/",
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-        "product_name": "Google Cloud Dataprep",
-        "product_description": "Google Cloud Dataprep is a serverless data preparation service that helps users clean, enrich, and transform data for analysis, simplifying the data preprocessing phase in analytics workflows.",
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-        "product_name": "AWS Glue",
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-        "product_url": "https://aws.amazon.com/glue/",
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-        "product_name": "Snowflake Data Cloud",
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-        "product_url": "https://www.snowflake.com/cloud-data-platform/",
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-        "id": "107",
-        "product_name": "IBM Watson Studio",
-        "product_description": "IBM Watson Studio is a comprehensive data science and machine learning platform that provides tools for data preparation, model development, and collaboration, enabling end-to-end analytics workflows.",
-        "product_url": "https://www.ibm.com/cloud/watson-studio",
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-        "id": "108",
-        "product_name": "Cloudera Data Platform (CDP)",
-        "product_description": "Cloudera Data Platform is an integrated data platform that enables organizations to manage, analyze, and secure data across hybrid and multi-cloud environments, supporting diverse analytics workloads.",
-        "product_url": "https://www.cloudera.com/products/cloudera-data-platform.html",
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-        "product_name": "Apache Spark",
-        "product_description": "Apache Spark is an open-source, distributed computing system that supports data processing, machine learning, and graph processing, providing a unified analytics engine for big data processing.",
-        "product_url": "https://spark.apache.org/",
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-        "product_name": "Talend",
-        "product_description": "Talend is an open-source data integration platform that facilitates data integration, data quality, and data governance, allowing organizations to manage and analyze data efficiently.",
-        "product_url": "https://www.talend.com/",
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-        "product_name": "Alteryx",
-        "product_description": "Alteryx is a data analytics platform that streamlines data preparation, blending, and analysis, empowering users to create and deploy advanced analytics workflows without extensive coding.",
-        "product_url": "https://www.alteryx.com/",
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-        "status": "t"
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-        "product_name": "Collibra Catalog",
-        "product_description": "Collibra Catalog is a data cataloging and governance solution that enables organizations to discover, understand, and collaborate on data assets, ensuring data quality and compliance.",
-        "product_url": "https://www.collibra.com/",
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-        "support_plan": "f",
-        "status": "t"
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-        "id": "113",
-        "product_name": "Alation Data Catalog",
-        "product_description": "Alation is a data catalog platform that enhances data discovery and collaboration, providing a unified interface for data stewardship, governance, and insights into data usage.",
-        "product_url": "https://www.alation.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
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-        "id": "114",
-        "product_name": "IBM Watson Knowledge Catalog",
-        "product_description": "IBM Watson Knowledge Catalog is an AI-powered data catalog that facilitates data discovery, collaboration, and governance, helping organizations manage and derive insights from their data assets.",
-        "product_url": "https://www.ibm.com/cloud/watson-knowledge-catalog",
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-        "support_plan": "t",
-        "status": "t"
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-        "id": "115",
-        "product_name": "Apache Atlas",
-        "product_description": "Apache Atlas is an open-source metadata and governance framework for Hadoop ecosystems, enabling users to classify, discover, and manage metadata associated with data assets.",
-        "product_url": "https://atlas.apache.org/",
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-        "support_plan": "f",
-        "status": "t"
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-        "id": "116",
-        "product_name": "Informatica Enterprise Data Catalog",
-        "product_description": "Informatica EDC is a comprehensive data cataloging solution that automates metadata discovery, promotes collaboration, and ensures data quality, providing a holistic view of enterprise data assets.",
-        "product_url": "https://www.informatica.com/products/data-catalog.html",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "117",
-        "product_name": "Waterline Data Catalog",
-        "product_description": "Waterline Data Catalog automates metadata discovery and classification, simplifying data governance and enabling users to find, understand, and trust their data assets.",
-        "product_url": "N/A",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "118",
-        "product_name": "Talend Data Catalog",
-        "product_description": "Talend's Data Catalog is a collaborative data discovery and management solution that provides a unified view of data across the organization, promoting data transparency and governance.",
-        "product_url": "https://www.talend.com/products/data-catalog/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "119",
-        "product_name": "Azure Purview",
-        "product_description": "Azure Purview is Microsoft's unified data governance service that integrates data discovery, classification, and cataloging, enabling organizations to understand and manage their data landscape effectively.",
-        "product_url": "https://azure.microsoft.com/en-us/services/purview/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "120",
-        "product_name": "Apache Ranger",
-        "product_description": "Apache Ranger is an open-source security and governance framework for big data ecosystems, offering centralized policy management and access control for data assets.",
-        "product_url": "https://ranger.apache.org/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "121",
-        "product_name": "erwin Data Intelligence",
-        "product_description": "erwin Data Intelligence provides a comprehensive data catalog and governance platform, supporting metadata management, data lineage, and collaboration to ensure data trust and compliance.",
-        "product_url": "https://erwin.com/products/data-intelligence/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "122",
-        "product_name": "Apache NiFi",
-        "product_description": "Apache NiFi is an open-source data integration platform that automates the flow of data between systems, making it easy to design and manage data pipelines.",
-        "product_url": "https://nifi.apache.org/",
-        "open_source": "t",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "123",
-        "product_name": "Talend Data Integration",
-        "product_description": "Talend offers a comprehensive data integration platform that simplifies the ETL process, enabling users to design, deploy, and manage data pipelines for diverse use cases.",
-        "product_url": "https://www.talend.com/products/data-integration/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "124",
-        "product_name": "Informatica PowerCenter",
-        "product_description": "Informatica PowerCenter is a widely-used ETL tool that provides scalable data integration capabilities, facilitating the extraction, transformation, and loading of data across various sources and targets.",
-        "product_url": "https://www.informatica.com/download.html",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "125",
-        "product_name": "Apache Airflow",
-        "product_description": "Apache Airflow is an open-source platform for orchestrating complex data workflows. It allows users to define, schedule, and monitor workflows as directed acyclic graphs (DAGs).",
-        "product_url": "https://airflow.apache.org/",
-        "open_source": "t",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "126",
-        "product_name": "IBM InfoSphere DataStage",
-        "product_description": "IBM InfoSphere DataStage is an ETL tool that enables organizations to design, run, and monitor data integration processes, providing a scalable and reliable solution for data movement.",
-        "product_url": "https://www.ibm.com/cloud/pak-for-data/data-integration",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "127",
-        "product_name": "Oracle Data Integrator (ODI)",
-        "product_description": "ODI is an ETL tool by Oracle that provides comprehensive data integration capabilities, allowing users to design and manage data flows across various sources and targets.",
-        "product_url": "https://www.oracle.com/middleware/technologies/data-integrator.html",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "128",
-        "product_name": "Apache Kafka",
-        "product_description": "Apache Kafka is a distributed streaming platform that enables the building of real-time data pipelines and streaming applications, offering high-throughput, fault tolerance, and scalability.",
-        "product_url": "https://kafka.apache.org/",
-        "open_source": "t",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "129",
-        "product_name": "Pentaho Data Integration",
-        "product_description": "Pentaho Data Integration is an open-source ETL tool that offers a visual design interface for building data pipelines, supporting the extraction, transformation, and loading of data for analytics and reporting.",
-        "product_url": "https://www.hitachivantara.com/en-us/products/data-management-analytics/pentaho.html",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "130",
-        "product_name": "Apache Hadoop",
-        "product_description": "Apache Hadoop is an open-source distributed storage and processing framework that supports big data analytics, providing a scalable and reliable platform for data lakes.",
-        "product_url": "https://hadoop.apache.org/",
-        "open_source": "t",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "131",
-        "product_name": "Amazon EMR",
-        "product_description": "Amazon EMR is a cloud-based service by AWS that simplifies the deployment and management of Apache Spark and Hadoop clusters, enabling scalable and cost-effective big data processing.",
-        "product_url": "https://aws.amazon.com/emr/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "132",
-        "product_name": "Databricks Delta Lake",
-        "product_description": "Databricks Delta Lake is an open-source storage layer that brings ACID transactions to Apache Spark and big data workloads, enhancing data reliability and consistency.",
-        "product_url": "https://delta.io/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "133",
-        "product_name": "Snowflake Data Lake",
-        "product_description": "Snowflake is a cloud-based data platform that seamlessly integrates data lakes with data warehousing, offering a unified solution for analytics and insights.",
-        "product_url": "https://www.snowflake.com/cloud-data-platform/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "134",
-        "product_name": "IBM Cloud Pak for Data",
-        "product_description": "IBM Cloud Pak for Data offers data lake management capabilities with integrated governance and analytics, providing a unified platform for end-to-end data processing.",
-        "product_url": "https://www.ibm.com/cloud/pak-for-data",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "135",
-        "product_name": "Qubole",
-        "product_description": "Qubole is a cloud-native data platform that simplifies the management and processing of big data, supporting various engines such as Apache Spark and Apache Hive for analytics.",
-        "product_url": "https://www.qubole.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "136",
-        "product_name": "Amazon S3",
-        "product_description": "Amazon S3 is a highly scalable and durable object storage service by AWS, offering secure and efficient storage for data with various storage classes and features.",
-        "product_url": "https://aws.amazon.com/s3/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "137",
-        "product_name": "Google Cloud Storage",
-        "product_description": "Google Cloud Storage is a flexible and scalable object storage service that allows users to store and retrieve data seamlessly, integrating with other Google Cloud services.",
-        "product_url": "https://cloud.google.com/storage/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "138",
-        "product_name": "IBM Cloud Object Storage",
-        "product_description": "IBM Cloud Object Storage provides scalable and secure object storage with features like data encryption, versioning, and global accessibility, suitable for diverse storage needs.",
-        "product_url": "https://www.ibm.com/cloud/object-storage",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "139",
-        "product_name": "Wasabi Hot Cloud Storage",
-        "product_description": "Wasabi offers cost-effective and high-performance cloud storage with features like immutable buckets and global data replication, providing reliable storage for businesses.",
-        "product_url": "https://wasabi.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "140",
-        "product_name": "Backblaze B2 Cloud Storage",
-        "product_description": "Backblaze B2 is an affordable and scalable cloud storage solution that allows users to store, retrieve, and share data, suitable for various applications and workloads.",
-        "product_url": "https://www.backblaze.com/b2/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "141",
-        "product_name": "MinIO",
-        "product_description": "MinIO is an open-source object storage server that enables organizations to build high-performance and scalable storage infrastructure using standard hardware.",
-        "product_url": "https://min.io/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "142",
-        "product_name": "Oracle Cloud Infrastructure Object Storage",
-        "product_description": "Oracle Cloud Object Storage provides secure and scalable storage with features like versioning, data encryption, and automatic tiering for cost efficiency.",
-        "product_url": "https://www.oracle.com/cloud/storage/object-storage.html",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "143",
-        "product_name": "Dell EMC ECS",
-        "product_description": "ECS (Elastic Cloud Storage) is a scalable object storage platform by Dell EMC, offering efficient and secure storage for unstructured data with global accessibility.",
-        "product_url": "https://www.dell.com/en-us/dt/storage/ecs/index.htm",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "144",
-        "product_name": "Azure Blob Storage",
-        "product_description": "Azure Blob Storage is Microsoft's scalable object storage solution that integrates with Azure services, providing secure and cost-effective storage for diverse data types.",
-        "product_url": "https://azure.microsoft.com/en-us/services/storage/blobs/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "145",
-        "product_name": "NetApp StorageGRID",
-        "product_description": "NetApp StorageGRID is an object storage solution designed for distributed environments, offering policy-driven data management and secure storage for large-scale data.",
-        "product_url": "https://www.netapp.com/data-storage/storagegrid/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "146",
-        "product_name": "AWS Data Exchange",
-        "product_description": "AWS Data Exchange is a cloud-based service by Amazon that enables users to securely share and discover data across organizations, fostering data collaboration and monetization.",
-        "product_url": "https://aws.amazon.com/data-exchange/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "147",
-        "product_name": "IBM Data Virtualization",
-        "product_description": "IBM Data Virtualization allows organizations to create a unified view of disparate data sources, facilitating efficient data sharing, integration, and real-time analytics across the enterprise.",
-        "product_url": "https://www.ibm.com/cloud/data-virtualization",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "148",
-        "product_name": "Snowflake Data Sharing",
-        "product_description": "Snowflake's Data Sharing feature allows secure and controlled sharing of data between Snowflake accounts, enabling organizations to collaborate on data without the need for data movement.",
-        "product_url": "https://www.snowflake.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "149",
-        "product_name": "AWS Lake Formation",
-        "product_description": "AWS Lake Formation is a service that simplifies the creation, securing, and management of data lakes, enabling organizations to share and collaborate on data in a governed environment.",
-        "product_url": "https://aws.amazon.com/lake-formation/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "150",
-        "product_name": "IBM Aspera on Cloud",
-        "product_description": "IBM Aspera on Cloud is a high-speed data transfer service that facilitates secure and efficient sharing of large datasets, supporting accelerated file transfers over the internet.",
-        "product_url": "https://www.ibm.com/cloud/aspera",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "151",
-        "product_name": "Oracle Data Integrator",
-        "product_description": "Oracle Data Integrator (ODI) enables organizations to share and integrate data across diverse sources, providing a comprehensive ETL solution for efficient data movement and transformation.",
-        "product_url": "https://www.oracle.com/pk/middleware/technologies/data-integrator.html",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "152",
-        "product_name": "Talend Data Fabric",
-        "product_description": "Talend Data Fabric is an integration platform that supports data sharing and collaboration by providing tools for data integration, quality, and governance across hybrid and multi-cloud environments.",
-        "product_url": "https://www.talend.com/products/data-fabric/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "153",
-        "product_name": "Amazon EMR",
-        "product_description": "Amazon EMR is AWS's cloud-based big data platform, supporting Apache Hadoop, Spark, and other frameworks for scalable and cost-effective data processing.",
-        "product_url": "https://aws.amazon.com/emr/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "154",
-        "product_name": "Google Cloud Dataproc",
-        "product_description": "Google Cloud Dataproc is a fully managed big data platform supporting Apache Spark, Hadoop, and other open-source frameworks for efficient data processing.",
-        "product_url": "https://cloud.google.com/dataproc",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "155",
-        "product_name": "Cloudera",
-        "product_description": "Cloudera offers a comprehensive big data platform supporting Apache Hadoop ecosystem components, providing enterprise-grade solutions for data management, analytics, and machine learning.",
-        "product_url": "https://www.cloudera.com/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "156",
-        "product_name": "Hortonworks Data Platform (HDP)",
-        "product_description": "HDP, now part of Cloudera, is an open-source big data platform facilitating the deployment and management of Apache Hadoop clusters for diverse data processing workloads.",
-        "product_url": "https://www.ibm.com/docs/ru/STXKQY_BDA_SHR/bl1adv_hdp_1.htm",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "157",
-        "product_name": "MapR",
-        "product_description": "MapR, now part of HPE, provides a converged data platform with support for Apache Hadoop, Apache Spark, and Apache Drill, offering unified storage and analytics solutions.",
-        "product_url": "https://www.ibm.com/docs/en/spss-analytic-server/3.1.1?topic=configuration-mapr-overview",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "158",
-        "product_name": "IBM BigInsights",
-        "product_description": "IBM BigInsights is a big data platform supporting Apache Hadoop and Spark, offering analytics, machine learning, and data exploration capabilities for enterprise use cases.",
-        "product_url": "https://www.ibm.com/support/pages/download-ibm-biginsights-41",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "159",
-        "product_name": "Databricks",
-        "product_description": "Databricks Unified Analytics Platform is a cloud-based solution supporting Apache Spark, providing collaborative and scalable data analytics and machine learning capabilities.",
-        "product_url": "https://databricks.com/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "160",
-        "product_name": "Apache Flink",
-        "product_description": "Apache Flink is an open-source stream processing framework enabling real-time data analytics, offering scalability and fault-tolerance for processing large volumes of streaming data.",
-        "product_url": "https://flink.apache.org/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "161",
-        "product_name": "Apache Storm",
-        "product_description": "Apache Storm is an open-source distributed stream processing system supporting real-time data processing, providing scalability and fault-tolerance for streaming applications.",
-        "product_url": "https://storm.apache.org/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "162",
-        "product_name": "Qubole",
-        "product_description": "Qubole is a cloud-native big data platform supporting various open-source big data frameworks, offering a self-service approach to data processing, analytics, and machine learning on the cloud.",
-        "product_url": "https://www.qubole.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "163",
-        "product_name": "Amazon Timestream",
-        "product_description": "Amazon Timestream is a fully managed, serverless time-series database by AWS, offering scalable storage and analytics for high-volume and real-time data streams.",
-        "product_url": "https://aws.amazon.com/timestream/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "164",
-        "product_name": "InfluxDB",
-        "product_description": "InfluxDB is an open-source time-series database designed for high-performance storage and retrieval of time-stamped data, suitable for monitoring and IoT applications.",
-        "product_url": "https://www.influxdata.com/",
-        "open_source": "t",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "165",
-        "product_name": "Prometheus",
-        "product_description": "Prometheus is an open-source monitoring and alerting toolkit designed for time-series data, offering powerful querying capabilities and integrations with various data sources.",
-        "product_url": "https://prometheus.io/",
-        "open_source": "t",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "166",
-        "product_name": "Grafana",
-        "product_description": "Grafana is an open-source analytics and monitoring platform that integrates with time-series databases, providing visualization and dashboarding capabilities for data exploration.",
-        "product_url": "https://grafana.com/",
-        "open_source": "t",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "167",
-        "product_name": "Elasticsearch",
-        "product_description": "Elasticsearch is a distributed search and analytics engine that supports time-series data, providing powerful querying and visualization for log and event data.",
-        "product_url": "https://www.elastic.co/elasticsearch/",
-        "open_source": "t",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "168",
-        "product_name": "Splunk",
-        "product_description": "Splunk is a platform for analyzing machine-generated data, offering real-time insights, monitoring, and visualization for diverse log and time-series data sources.",
-        "product_url": "https://www.splunk.com/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "169",
-        "product_name": "TimescaleDB",
-        "product_description": "TimescaleDB is an open-source time-series database built on PostgreSQL, combining relational database features with scalable storage and querying for time-series data.",
-        "product_url": "https://www.timescale.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "170",
-        "product_name": "Druid",
-        "product_description": "Apache Druid is an open-source analytics database designed for fast querying and interactive analysis of large-scale time-series data, suitable for real-time analytics.",
-        "product_url": "https://druid.apache.org/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "171",
-        "product_name": "OpenTSDB",
-        "product_description": "OpenTSDB is a distributed time-series database built on HBase, designed for storing and querying large volumes of timestamped data with high granularity.",
-        "product_url": "http://opentsdb.net/",
-        "open_source": "t",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "172",
-        "product_name": "Kdb+/q",
-        "product_description": "Kdb+ is a high-performance, in-memory database with a query language called q, designed for handling time-series data and analytics with low-latency requirements.",
-        "product_url": "https://code.kx.com/q/learn/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "173",
-        "product_name": "Tableau",
-        "product_description": "Tableau is a leading business intelligence and data visualization platform that empowers users to create interactive and insightful dashboards for data analysis and decision-making.",
-        "product_url": "https://www.tableau.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "174",
-        "product_name": "QlikView",
-        "product_description": "QlikView is a business discovery and analytics platform that enables users to explore and visualize data, fostering data-driven insights and informed decision-making.",
-        "product_url": "https://help.qlik.com/en-US/qlikview",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "175",
-        "product_name": "Looker",
-        "product_description": "Looker is a modern data platform that provides business intelligence and analytics solutions, offering a unified view of data for collaborative and data-driven decision-making.",
-        "product_url": "https://cloud.google.com/looker",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "176",
-        "product_name": "Google Data Studio",
-        "product_description": "Google Data Studio is a free, cloud-based data visualization tool that allows users to create customizable and interactive reports and dashboards for data analysis and reporting.",
-        "product_url": "https://datastudio.google.com/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "177",
-        "product_name": "IBM Cognos Analytics",
-        "product_description": "IBM Cognos Analytics is a comprehensive business intelligence platform that facilitates data exploration, visualization, and reporting for informed decision-making across organizations.",
-        "product_url": "https://www.ibm.com/cloud/cognos-analytics",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "178",
-        "product_name": "Sisense",
-        "product_description": "Sisense is a business intelligence platform that simplifies complex data analysis, enabling users to create interactive dashboards and reports for data-driven insights.",
-        "product_url": "https://www.sisense.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "179",
-        "product_name": "Microsoft Power BI competitor",
-        "product_description": "Power BI competitor is a business intelligence solution developed by Microsoft, offering similar functionalities to Power BI for data visualization and analysis.",
-        "product_url": "https://powerbi.microsoft.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "180",
-        "product_name": "Dundas BI",
-        "product_description": "Dundas BI is a business intelligence and analytics platform that provides customizable dashboards, reporting, and data analytics for enhancing data-driven decision-making.",
-        "product_url": "https://www.dundas.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "181",
-        "product_name": "Yellowfin BI",
-        "product_description": "Yellowfin BI is a business intelligence platform that offers data visualization, reporting, and analytics solutions, empowering organizations to derive insights and make informed decisions.",
-        "product_url": "https://www.yellowfinbi.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "182",
-        "product_name": "Domo",
-        "product_description": "Domo is a cloud-based business intelligence and analytics platform that provides real-time data visualization, collaboration, and reporting for better business insights and decision-making.",
-        "product_url": "https://www.domo.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "183",
-        "product_name": "Tableau Server",
-        "product_description": "Tableau Server is an enterprise-level business intelligence platform that allows organizations to deploy, share, and collaborate on interactive Tableau dashboards and reports securely.",
-        "product_url": "https://www.tableau.com/products/server",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "184",
-        "product_name": "Looker Embedded Analytics",
-        "product_description": "Looker Embedded Analytics enables developers to embed customizable and white-labeled data visualizations and dashboards seamlessly into applications, providing an integrated analytics experience.",
-        "product_url": "https://cloud.google.com/looker-embedded",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "185",
-        "product_name": "Sisense Embedded Analytics",
-        "product_description": "Sisense Embedded Analytics allows developers to embed interactive data visualizations, dashboards, and analytics directly into applications, delivering insights and analytics to end-users seamlessly.",
-        "product_url": "https://www.sisense.com/embedded-analytics/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "186",
-        "product_name": "Google Charts",
-        "product_description": "Google Charts is a simple yet powerful charting library that enables developers to create a variety of charts and visualizations, suitable for embedding into web applications for data representation.",
-        "product_url": "https://developers.google.com/chart",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "187",
-        "product_name": "Highcharts",
-        "product_description": "Highcharts is a popular JavaScript charting library that allows developers to create interactive and visually appealing charts, suitable for embedding in applications for dynamic data visualization.",
-        "product_url": "https://www.highcharts.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "188",
-        "product_name": "Plotly",
-        "product_description": "Plotly is a versatile JavaScript charting library that enables developers to create interactive plots and dashboards, making it suitable for embedding in applications for data exploration and analysis.",
-        "product_url": "https://plotly.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "189",
-        "product_name": "Amazon QuickSight",
-        "product_description": "Amazon QuickSight is a fully managed business intelligence service by AWS, allowing developers to embed interactive data visualizations and dashboards directly into applications for end-users.",
-        "product_url": "https://aws.amazon.com/quicksight/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "190",
-        "product_name": "Chart.js",
-        "product_description": "Chart.js is a lightweight JavaScript charting library that enables developers to create simple yet expressive charts, making it suitable for embedding into applications for basic data visualization needs.",
-        "product_url": "https://www.chartjs.org/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "191",
-        "product_name": "MicroStrategy",
-        "product_description": "MicroStrategy provides an embedded analytics platform that allows developers to integrate interactive dashboards and reports directly into applications, providing users with real-time insights and analytics.",
-        "product_url": "https://www.microstrategy.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "192",
-        "product_name": "Collibra",
-        "product_description": "Collibra provides a data intelligence platform for data governance, cataloging, and lineage, helping organizations manage and derive insights from their data assets efficiently.",
-        "product_url": "https://www.collibra.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "193",
-        "product_name": "Informatica Axon",
-        "product_description": "Informatica Axon is a data governance solution that enables organizations to manage data assets, ensure compliance, and establish a data-driven culture within the enterprise.",
-        "product_url": "https://www.informatica.com/products/data-quality/axon-data-governance.html",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "194",
-        "product_name": "Oracle Enterprise Metadata Management",
-        "product_description": "Oracle's metadata management solution allows organizations to discover, manage, and govern metadata, ensuring data quality, compliance, and business alignment.",
-        "product_url": "https://www.oracle.com/middleware/technologies/enterprise-metadata-management.html",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "195",
-        "product_name": "Teradata",
-        "product_description": "Teradata provides a scalable data analytics platform for enterprise data warehousing, enabling organizations to analyze large volumes of data for informed decision-making.",
-        "product_url": "https://www.teradata.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "196",
-        "product_name": "IBM Db2 Warehouse",
-        "product_description": "IBM Db2 Warehouse is a data warehouse solution that supports analytics and AI workloads, providing scalability and performance for complex data processing.",
-        "product_url": "https://www.ibm.com/cloud/db2-warehouse",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "197",
-        "product_name": "Vertica",
-        "product_description": "Vertica is an analytics platform by Micro Focus that delivers high-performance, scalable data storage and processing for analytics and machine learning applications.",
-        "product_url": "https://www.vertica.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "198",
-        "product_name": "Netezza",
-        "product_description": "Netezza, now part of IBM, provides an integrated data warehouse appliance for high-performance analytics and data processing, simplifying data management tasks.",
-        "product_url": "https://www.ibm.com/products/netezza",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "199",
-        "product_name": "IBM Blockchain Platform",
-        "product_description": "IBM offers a blockchain platform that enables organizations to build, operate, and scale blockchain networks for secure and transparent transactions.",
-        "product_url": "https://www.ibm.com/cloud/blockchain",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "200",
-        "product_name": "Hyperledger Fabric",
-        "product_description": "Hyperledger Fabric is an open-source blockchain framework hosted by the Linux Foundation, providing modular architecture for building permissioned blockchain networks.",
-        "product_url": "https://www.hyperledger.org/use/fabric",
-        "open_source": "t",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "201",
-        "product_name": "Ethereum",
-        "product_description": "Ethereum is a decentralized blockchain platform supporting smart contracts and decentralized applications (DApps), offering a public and permissionless blockchain network.",
-        "product_url": "https://ethereum.org/",
-        "open_source": "t",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "202",
-        "product_name": "Binance Smart Chain",
-        "product_description": "Binance Smart Chain is a blockchain platform that supports smart contracts and decentralized applications, providing fast and low-cost transactions for developers.",
-        "product_url": "https://www.binance.org/en/smartChain",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "203",
-        "product_name": "R3 Corda",
-        "product_description": "R3 Corda is a blockchain platform designed for enterprise use, offering a permissioned network for secure and efficient transactions among participants.",
-        "product_url": "https://www.corda.net/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "204",
-        "product_name": "Quorum",
-        "product_description": "Quorum is an open-source blockchain platform built on Ethereum, tailored for enterprise applications, with enhanced privacy and permissioning features.",
-        "product_url": "https://quorum.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "205",
-        "product_name": "Ripple",
-        "product_description": "Ripple provides a blockchain-based payment protocol and digital currency (XRP), offering fast and low-cost cross-border payments for financial institutions.",
-        "product_url": "https://ripple.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "206",
-        "product_name": "Stellar",
-        "product_description": "Stellar is a blockchain platform focused on facilitating cross-border payments and tokenization, supporting fast and low-cost transactions for financial services.",
-        "product_url": "https://www.stellar.org/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "207",
-        "product_name": "Tezos",
-        "product_description": "Tezos is a self-amending blockchain platform that enables the creation of smart contracts and decentralized applications, with a focus on governance and security.",
-        "product_url": "https://tezos.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "208",
-        "product_name": "NEO",
-        "product_description": "NEO is a blockchain platform that supports smart contracts and digitized assets, aiming to create a \"smart economy\" by enabling decentralized applications and digital identity.",
-        "product_url": "https://neo.org/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "209",
-        "product_name": "Ethereum Blockchain",
-        "product_description": "A decentralized platform that runs smart contracts, allowing for token creation and management without any downtime, fraud, or third-party interference.",
-        "product_url": "https://ethereum.org/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "210",
-        "product_name": "IBM Blockchain",
-        "product_description": "Offers blockchain solutions for businesses, providing a secure platform for building and managing blockchain networks and smart contracts.",
-        "product_url": "https://www.ibm.com/blockchain",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "211",
-        "product_name": "RippleNet",
-        "product_description": "A real-time gross settlement system, currency exchange, and remittance network, which allows for instant, on-demand tokenization and transfer of funds across borders.",
-        "product_url": "https://ripple.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "212",
-        "product_name": "EOSIO",
-        "product_description": "A blockchain platform designed for the development of decentralized applications (dApps), enabling the provision of blockchain token services with high scalability and flexibility.",
-        "product_url": "https://eos.io/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "213",
-        "product_name": "TRON",
-        "product_description": "A blockchain-based decentralized platform that aims to build a free, global digital content entertainment system with distributed storage technology, and allows easy and cost-effective sharing of digital content.",
-        "product_url": "https://tron.network/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "214",
-        "product_name": "AWS Elastic Beanstalk",
-        "product_description": "A service for deploying and scaling web applications and services developed with Java, .NET, PHP, Node.js, Python, Ruby, Go, and Docker.",
-        "product_url": "https://aws.amazon.com/elasticbeanstalk/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "215",
-        "product_name": "Google App Engine",
-        "product_description": "A fully managed serverless application platform that automatically scales your app up and down while balancing the load.",
-        "product_url": "https://cloud.google.com/appengine",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "216",
-        "product_name": "Heroku",
-        "product_description": "A cloud platform as a service (PaaS) supporting several programming languages that is used as a web application deployment model.",
-        "product_url": "https://www.heroku.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "217",
-        "product_name": "Red Hat OpenShift",
-        "product_description": "A container application platform that brings Docker and Kubernetes to the enterprise, allowing developers to build, deploy, and manage applications.",
-        "product_url": "https://www.openshift.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "218",
-        "product_name": "IBM Cloud Foundry",
-        "product_description": "An open-source cloud platform as a service, providing a choice of clouds, developer frameworks, and application services.",
-        "product_url": "https://cloud.ibm.com/docs/cloud-foundry-public?topic=cloud-foundry-public-getting-started",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "219",
-        "product_name": "Oracle Cloud Infrastructure - Application Container",
-        "product_description": "Offers an easy way to deploy, run, and scale applications in a cloud environment.",
-        "product_url": "https://docs.oracle.com/en/cloud/paas/app-container-cloud/index.html",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "220",
-        "product_name": "VMware Tanzu",
-        "product_description": "A portfolio of products and services for modernizing applications and infrastructure with a common goal",
-        "product_url": "https://tanzu.vmware.com/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "221",
-        "product_name": "Jelastic PaaS",
-        "product_description": "A platform that combines PaaS (Platform as a Service) and CaaS (Container as a Service) in a single package for deploying Java, PHP, Ruby, Node.js, Python, and .NET applications.",
-        "product_url": "https://jelastic.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "222",
-        "product_name": "DigitalOcean App Platform",
-        "product_description": "A platform as a service (PaaS) that makes it easy to build, deploy, and scale apps quickly using a simple, fully managed solution.",
-        "product_url": "https://www.digitalocean.com/products/app-platform/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "223",
-        "product_name": "AWS Batch",
-        "product_description": "AWS Batch is a fully managed service by Amazon Web Services (AWS) that enables users to run batch computing workloads on the cloud efficiently, providing scalability and flexibility.",
-        "product_url": "https://aws.amazon.com/batch/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "224",
-        "product_name": "Google Cloud Dataprep",
-        "product_description": "Google Cloud Dataprep is a serverless data preparation service that simplifies the cleaning, enrichment, and transformation of large datasets, fostering efficient data processing.",
-        "product_url": "https://cloud.google.com/dataprep",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "225",
-        "product_name": "IBM Spectrum LSF",
-        "product_description": "IBM Spectrum LSF is a workload management platform that provides powerful job scheduling and resource management capabilities, optimizing the execution of high-performance computing (HPC) workloads.",
-        "product_url": "https://www.ibm.com/cloud/spectrum-lsf",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "226",
-        "product_name": "Slurm",
-        "product_description": "Slurm (Simple Linux Utility for Resource Management) is an open-source job scheduler and workload manager designed for high-performance computing (HPC) clusters, ensuring efficient task execution.",
-        "product_url": "https://slurm.schedmd.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "227",
-        "product_name": "Apache Mesos",
-        "product_description": "Apache Mesos is an open-source cluster manager that provides efficient resource isolation and sharing across distributed applications, enabling scalability and fault tolerance for diverse workloads.",
-        "product_url": "http://mesos.apache.org/",
-        "open_source": "t",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "228",
-        "product_name": "Kubernetes",
-        "product_description": "Kubernetes is an open-source container orchestration platform that automates the deployment, scaling, and management of containerized applications, offering flexibility and efficiency for distributed computing.",
-        "product_url": "https://kubernetes.io/",
-        "open_source": "t",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "229",
-        "product_name": "HTCondor",
-        "product_description": "HTCondor (High-Throughput Computing Condor) is an open-source workload management system that enables users to efficiently manage and distribute computing tasks across a cluster.",
-        "product_url": "https://research.cs.wisc.edu/htcondor/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "230",
-        "product_name": "Torque Resource Manager",
-        "product_description": "Torque Resource Manager is an open-source job scheduler and resource manager that provides efficient management of computing resources for high-performance computing (HPC) environments.",
-        "product_url": "http://www.adaptivecomputing.com/products/torque/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "231",
-        "product_name": "Oracle Grid Engine",
-        "product_description": "Oracle Grid Engine is a workload management solution that facilitates efficient job scheduling and resource allocation in high-performance computing (HPC) clusters, ensuring optimal performance.",
-        "product_url": "http://www.oracle.com/technetwork/oem/grid-engine-166852.html",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "232",
-        "product_name": "Singularity",
-        "product_description": "Singularity is an open-source container solution designed for high-performance computing (HPC) environments, enabling users to run applications with reproducible and isolated environments.",
-        "product_url": "https://sylabs.io/singularity/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "233",
-        "product_name": "Amazon EC2",
-        "product_description": "Amazon Elastic Compute Cloud (EC2) is a scalable cloud computing service by AWS, providing virtual machines for running applications with flexibility and cost efficiency.",
-        "product_url": "https://aws.amazon.com/ec2/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "234",
-        "product_name": "Google Compute Engine",
-        "product_description": "Google Compute Engine is a cloud-based infrastructure service that offers virtual machines with customizable configurations for running applications on the Google Cloud Platform.",
-        "product_url": "https://cloud.google.com/compute",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "235",
-        "product_name": "IBM Virtual Servers",
-        "product_description": "IBM Virtual Servers provide on-demand, scalable virtual machines on the IBM Cloud, offering flexibility and performance for various workloads and applications.",
-        "product_url": "https://www.ibm.com/cloud/virtual-servers",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "236",
-        "product_name": "Oracle Compute",
-        "product_description": "Oracle Compute is a cloud infrastructure service that delivers virtual machines on the Oracle Cloud, providing secure and scalable computing resources for diverse application requirements.",
-        "product_url": "https://cloud.oracle.com/en_US/compute",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "237",
-        "product_name": "DigitalOcean Droplets",
-        "product_description": "DigitalOcean Droplets are virtual machines on the DigitalOcean cloud platform, offering simplicity and ease of use for developers deploying applications and websites.",
-        "product_url": "https://www.digitalocean.com/products/droplets/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "238",
-        "product_name": "VMware vSphere",
-        "product_description": "VMware vSphere is a virtualization platform that allows organizations to create and manage virtual machines, optimizing resource utilization and simplifying IT infrastructure management.",
-        "product_url": "https://www.vmware.com/products/vsphere.html",
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-        "status": "t"
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-        "id": "239",
-        "product_name": "Proxmox Virtual Environment",
-        "product_description": "Proxmox VE is an open-source virtualization platform that combines two virtualization technologies (KVM for virtual machines and LXC for containers) for efficient resource utilization.",
-        "product_url": "https://www.proxmox.com/proxmox-ve",
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-        "status": "t"
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-        "id": "240",
-        "product_name": "KVM (Kernel-based Virtual Machine)",
-        "product_description": "KVM is an open-source virtualization solution for Linux, providing a kernel module that enables the creation and management of virtual machines on Linux hosts.",
-        "product_url": "https://www.linux-kvm.org/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
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-        "id": "241",
-        "product_name": "Xen Project",
-        "product_description": "Xen Project is an open-source hypervisor that enables the creation and management of virtual machines, offering flexibility and performance for various operating systems.",
-        "product_url": "https://xenproject.org/",
-        "open_source": "f",
-        "support_plan": "f",
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-        "id": "242",
-        "product_name": "Nutanix AHV",
-        "product_description": "Nutanix AHV is a virtualization solution integrated into the Nutanix Enterprise Cloud Platform, providing virtual machines and enterprise-grade infrastructure for efficient application deployment and management.",
-        "product_url": "https://www.nutanix.com/products/ahv",
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-        "status": "t"
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-        "product_name": "Amazon EC2 Auto Scaling",
-        "product_description": "Amazon EC2 Auto Scaling by AWS dynamically adjusts the number of Amazon EC2 instances to maintain application availability and scale based on demand.",
-        "product_url": "https://aws.amazon.com/ec2/autoscaling/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
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-        "id": "244",
-        "product_name": "Google Managed Instance Groups",
-        "product_description": "Google Cloud Managed Instance Groups automatically manages the deployment and scaling of virtual machine instances, optimizing availability and performance.",
-        "product_url": "https://cloud.google.com/compute/docs/instance-groups/",
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-        "support_plan": "t",
-        "status": "t"
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-        "id": "245",
-        "product_name": "IBM Auto Scaling",
-        "product_description": "IBM Cloud Auto Scaling dynamically adjusts resources to meet demand, automatically scaling virtual machine instances and optimizing performance on the IBM Cloud.",
-        "product_url": "https://cloud.ibm.com/docs/vpc?topic=vpc-creating-auto-scale-instance-group",
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-        "product_name": "Kubernetes Horizontal Pod Autoscaler",
-        "product_description": "Kubernetes Horizontal Pod Autoscaler scales the number of pods in a deployment or replica set based on observed CPU or custom metrics, optimizing containerized applications.",
-        "product_url": "https://kubernetes.io/docs/tasks/run-application/horizontal-pod-autoscale/",
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-        "support_plan": "f",
-        "status": "t"
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-        "id": "247",
-        "product_name": "Oracle Autoscaling",
-        "product_description": "Oracle Cloud Autoscaling automatically adjusts the number of compute instances to match the changing needs of applications, optimizing performance on the Oracle Cloud.",
-        "product_url": "https://docs.oracle.com/en-us/iaas/Content/Compute/Tasks/autoscalinginstancepools.htm",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
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-        "id": "248",
-        "product_name": "DigitalOcean Auto Scaling",
-        "product_description": "DigitalOcean Auto Scaling allows users to automatically adjust the number of Droplets (virtual machines) to handle changes in application demand on the DigitalOcean cloud platform.",
-        "product_url": "https://www.digitalocean.com/community/tutorial-collections/how-to-automate-the-scaling-of-your-web-application-on-digitalocean",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
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-        "id": "249",
-        "product_name": "VMware vSphere Auto Deploy",
-        "product_description": "VMware vSphere Auto Deploy automates the deployment and scaling of virtual machines in vSphere environments, optimizing resource utilization and management efficiency.",
-        "product_url": "https://docs.vmware.com/en/VMware-vSphere/7.0/com.vmware.vsphere.vcenterhost.doc/GUID-11A869B0-8C4B-4E92-85B1-9A7E153A5457.html",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
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-        "id": "250",
-        "product_name": "Proxmox Cluster Autoscaling",
-        "product_description": "Proxmox Cluster Autoscaling automatically adjusts the number of virtual machines based on resource requirements, optimizing performance in Proxmox VE environments.",
-        "product_url": "https://www.proxmox.com/proxmox-ve",
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-        "support_plan": "f",
-        "status": "t"
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-        "id": "251",
-        "product_name": "Azure Kubernetes Service (AKS) Autoscaler",
-        "product_description": "AKS Autoscaler automatically adjusts the number of nodes in a Kubernetes cluster, optimizing resource utilization and application performance on Azure.",
-        "product_url": "https://docs.microsoft.com/en-us/azure/aks/cluster-autoscaler",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
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-        "id": "252",
-        "product_name": "Nomad Autoscaler",
-        "product_description": "Nomad Autoscaler is a component of HashiCorp Nomad that automatically adjusts the number of tasks based on resource requirements, optimizing application scaling and performance.",
-        "product_url": "https://developer.hashicorp.com/nomad/tools/autoscaling",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
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-        "id": "253",
-        "product_name": "Amazon WorkSpaces",
-        "product_description": "Amazon WorkSpaces is a fully managed desktop-as-a-service (DaaS) solution by AWS, providing secure and scalable virtual desktops for remote access and collaboration.",
-        "product_url": "https://aws.amazon.com/workspaces/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
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-        "id": "254",
-        "product_name": "VMware Horizon Cloud",
-        "product_description": "VMware Horizon Cloud delivers virtual desktops and applications as a service, offering flexibility and scalability for organizations to meet diverse end-user needs.",
-        "product_url": "https://www.vmware.com/products/horizon-cloud.html",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
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-        "id": "255",
-        "product_name": "Citrix Virtual Apps and Desktops",
-        "product_description": "Citrix Virtual Apps and Desktops provide a comprehensive virtualization solution for delivering applications and desktops securely to end-users, optimizing performance and user experience.",
-        "product_url": "https://www.citrix.com/products/citrix-virtual-apps-and-desktops/",
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-        "support_plan": "f",
-        "status": "t"
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-        "id": "256",
-        "product_name": "Windows Virtual Desktop by Nerdio",
-        "product_description": "Nerdio for Azure deploys and manages Windows Virtual Desktop environments, streamlining the process of provisioning and optimizing virtual desktops on Microsoft Azure.",
-        "product_url": "https://getnerdio.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
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-        "id": "257",
-        "product_name": "Nutanix Xi Frame",
-        "product_description": "Nutanix Xi Frame is a cloud-based desktop-as-a-service (DaaS) platform that simplifies virtual desktop deployment and management, providing a seamless end-user experience.",
-        "product_url": "https://www.nutanix.com/products/frame",
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-        "support_plan": "f",
-        "status": "t"
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-        "id": "258",
-        "product_name": "Parallels Remote Application Server (RAS)",
-        "product_description": "Parallels RAS offers virtual desktop and application delivery, supporting various devices and platforms, optimizing performance for remote and on-premises access.",
-        "product_url": "https://www.parallels.com/products/ras/",
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-        "status": "t"
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-        "id": "259",
-        "product_name": "Cisco Virtual Desktop Infrastructure (VDI)",
-        "product_description": "Cisco VDI provides a scalable and secure virtual desktop infrastructure solution, enabling organizations to deliver desktops and applications to end-users efficiently.",
-        "product_url": "https://www.cisco.com/c/en/us/solutions/data-center-virtualization/desktop-virtualization/index.html",
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-        "support_plan": "t",
-        "status": "t"
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-        "id": "260",
-        "product_name": "IGEL OS for Azure",
-        "product_description": "IGEL OS powers virtual desktops on Microsoft Azure, providing a secure and optimized endpoint solution for accessing virtual desktops and applications.",
-        "product_url": "https://www.igel.com/igelos-azure/",
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-        "support_plan": "f",
-        "status": "t"
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-        "id": "261",
-        "product_name": "Workspot VDI 2.0",
-        "product_description": "Workspot VDI 2.0 is a cloud-native virtual desktop infrastructure solution that simplifies deployment and management, offering a scalable and user-friendly experience.",
-        "product_url": "https://www.workspot.com/",
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-        "support_plan": "f",
-        "status": "t"
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-        "id": "262",
-        "product_name": "HP Thin Clients",
-        "product_description": "HP offers a range of thin client devices designed to access virtual desktops and applications, providing a secure and efficient endpoint solution for virtualized environments.",
-        "product_url": "https://www.hp.com/us-en/thin-clients.html",
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-        "support_plan": "f",
-        "status": "t"
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-        "id": "263",
-        "product_name": "AWS Cloud9",
-        "product_description": "AWS Cloud9 is a cloud-based integrated development environment (IDE) by Amazon Web Services (AWS), providing a collaborative and scalable platform for software development and testing.",
-        "product_url": "https://aws.amazon.com/cloud9/",
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-        "support_plan": "f",
-        "status": "t"
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-        "id": "264",
-        "product_name": "Google Cloud Shell",
-        "product_description": "Google Cloud Shell is a browser-based shell environment on Google Cloud Platform, offering command-line access for development, testing, and deployment tasks.",
-        "product_url": "https://cloud.google.com/shell",
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-        "support_plan": "t",
-        "status": "t"
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-        "id": "265",
-        "product_name": "GitLab Runner",
-        "product_description": "GitLab Runner is the open-source tool for running CI/CD pipelines on GitLab, allowing developers to build, test, and deploy code efficiently.",
-        "product_url": "https://docs.gitlab.com/runner/",
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-        "support_plan": "f",
-        "status": "t"
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-        "id": "266",
-        "product_name": "Jenkins",
-        "product_description": "Jenkins is an open-source automation server used for building, testing, and deploying code, providing a flexible and extensible platform for continuous integration and delivery.",
-        "product_url": "https://www.jenkins.io/",
-        "open_source": "t",
-        "support_plan": "f",
-        "status": "t"
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-        "id": "267",
-        "product_name": "Travis CI",
-        "product_description": "Travis CI is a cloud-based continuous integration service that automates the testing and deployment of code, enabling developers to streamline their development workflows.",
-        "product_url": "https://travis-ci.org/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
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-        "id": "268",
-        "product_name": "CircleCI",
-        "product_description": "CircleCI is a cloud-based CI/CD platform that automates the software development process, allowing teams to build, test, and deploy code quickly and efficiently.",
-        "product_url": "https://circleci.com/",
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-        "support_plan": "f",
-        "status": "t"
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-        "id": "269",
-        "product_name": "Azure DevOps Pipelines",
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-        "product_url": "https://azure.microsoft.com/en-us/services/devops/pipelines/",
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-        "support_plan": "t",
-        "status": "t"
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-        "id": "270",
-        "product_name": "Ansible Tower",
-        "product_description": "Ansible Tower is the enterprise version of Ansible, providing a web-based interface for automating infrastructure tasks, configuration management, and application deployment.",
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-        "support_plan": "f",
-        "status": "t"
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-        "id": "271",
-        "product_name": "Docker Compose",
-        "product_description": "Docker Compose is a tool for defining and running multi-container Docker applications, simplifying the process of managing and orchestrating containerized environments.",
-        "product_url": "https://docs.docker.com/compose/",
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-        "support_plan": "f",
-        "status": "t"
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-        "id": "272",
-        "product_name": "HashiCorp Terraform",
-        "product_description": "Terraform by HashiCorp is an infrastructure as code (IaC) tool that enables users to define and provision infrastructure on various cloud platforms, streamlining the deployment process.",
-        "product_url": "https://www.terraform.io/",
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-        "status": "t"
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-        "id": "273",
-        "product_name": "AWS SAP HANA",
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-        "product_url": "https://aws.amazon.com/sap/",
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-        "support_plan": "f",
-        "status": "t"
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-        "id": "274",
-        "product_name": "Google Cloud SAP HANA",
-        "product_description": "Google Cloud offers SAP HANA on its platform, providing a robust and scalable solution for running SAP HANA workloads with advanced data analytics capabilities.",
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-        "support_plan": "t",
-        "status": "t"
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-        "id": "275",
-        "product_name": "IBM Cloud for SAP Solutions",
-        "product_description": "IBM Cloud provides tailored solutions for running SAP workloads, including SAP HANA, offering flexibility, security, and performance for enterprise applications.",
-        "product_url": "https://www.ibm.com/cloud/sap",
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-        "support_plan": "t",
-        "status": "t"
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-        "id": "276",
-        "product_name": "Oracle Cloud Infrastructure for SAP",
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-        "support_plan": "f",
-        "status": "t"
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-        "id": "277",
-        "product_name": "Dell EMC PowerMax",
-        "product_description": "Dell EMC PowerMax is a high-performance storage solution optimized for SAP HANA, offering scalability, reliability, and advanced data management capabilities.",
-        "product_url": "https://www.dellemc.com/en-us/storage/powermax.htm",
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-        "support_plan": "t",
-        "status": "t"
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-        "id": "278",
-        "product_name": "NetApp AFF for SAP HANA",
-        "product_description": "NetApp AFF (All Flash FAS) storage systems are designed for SAP HANA workloads, providing high-speed data access, reliability, and efficient data management.",
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-        "support_plan": "f",
-        "status": "t"
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-        "id": "279",
-        "product_name": "Lenovo ThinkSystem Servers for SAP HANA",
-        "product_description": "Lenovo ThinkSystem servers are certified for SAP HANA, offering powerful computing resources and reliability for running SAP applications.",
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-        "support_plan": "f",
-        "status": "t"
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-        "id": "280",
-        "product_name": "HPE Superdome Flex for SAP HANA",
-        "product_description": "HPE Superdome Flex provides scalable and modular infrastructure for SAP HANA, offering high-performance computing and advanced reliability.",
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-        "support_plan": "t",
-        "status": "t"
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-        "id": "281",
-        "product_name": "Fujitsu PRIMEFLEX for SAP HANA",
-        "product_description": "Fujitsu PRIMEFLEX offers pre-configured solutions for SAP HANA, providing optimized infrastructure for running SAP applications with high efficiency.",
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-        "support_plan": "f",
-        "status": "t"
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-        "id": "282",
-        "product_name": "Cisco Unified Computing System (UCS) for SAP HANA",
-        "product_description": "Cisco UCS provides a scalable and flexible infrastructure for SAP HANA, offering streamlined deployment and management of SAP workloads.",
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-        "support_plan": "t",
-        "status": "t"
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-        "id": "283",
-        "product_name": "AWS Systems Manager",
-        "product_description": "Offers visibility and control of your infrastructure on AWS, enabling automated operational tasks for your AWS resources.",
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-        "support_plan": "f",
-        "status": "t"
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-        "id": "284",
-        "product_name": "Google Cloud Operations Suite",
-        "product_description": "Provides monitoring, logging, and diagnostics for applications on Google Cloud.",
-        "product_url": "https://cloud.google.com/products/operations",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
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-        "id": "285",
-        "product_name": "IBM Cloud Automation Manager",
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-        "product_url": "https://www.ibm.com/docs/en/cloud-private/3.1.1?topic=services-cloud-automation-manager",
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-        "support_plan": "t",
-        "status": "t"
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-    {
-        "id": "286",
-        "product_name": "Oracle Cloud Infrastructure Management",
-        "product_description": "Offers services to automate tasks, manage the cloud infrastructure, and monitor the health and performance of your resources.",
-        "product_url": "https://www.oracle.com/cloud/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
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-    {
-        "id": "287",
-        "product_name": "VMware vRealize Automation",
-        "product_description": "Automates the delivery of personalized infrastructure, applications, and custom IT services.",
-        "product_url": "https://www.vmware.com/products/vrealize-automation.html",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
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-        "id": "288",
-        "product_name": "Red Hat Ansible Automation Platform",
-        "product_description": "Helps you scale automation, manage complex deployments and speed productivity with an enterprise automation platform.",
-        "product_url": "https://www.redhat.com/en/technologies/management/ansible",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
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-    {
-        "id": "289",
-        "product_name": "Puppet Enterprise",
-        "product_description": "Provides the capability to automate infrastructure management and enforce system consistency across your infrastructure.",
-        "product_url": "https://www.puppet.com/products/puppet-enterprise",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
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-        "id": "290",
-        "product_name": "Chef Automate",
-        "product_description": "Offers full stack automation for managing both applications and infrastructure across your entire environment.",
-        "product_url": "https://www.chef.io/products/chef-automate/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
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-    {
-        "id": "291",
-        "product_name": "SaltStack",
-        "product_description": "A powerful automation and remote execution engine that allows you to manage infrastructure and application environments.",
-        "product_url": "https://www.saltstack.com/",
-        "open_source": "t",
-        "support_plan": "f",
-        "status": "t"
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-    {
-        "id": "292",
-        "product_name": "Rundeck",
-        "product_description": "Enables self-service access to automation tools like Ansible, Chef, Puppet, and Salt, and provides features to manage tasks and resources.",
-        "product_url": "https://www.rundeck.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "293",
-        "product_name": "IBM Quantum",
-        "product_description": "IBM Quantum offers cloud-based quantum computing services, providing developers with access to quantum processors and simulators for experimenting with quantum algorithms.",
-        "product_url": "https://www.ibm.com/quantum-computing",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
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-    {
-        "id": "294",
-        "product_name": "Google Quantum AI",
-        "product_description": "Google Quantum AI provides access to quantum processors through its Quantum Computing Service, enabling researchers and developers to explore quantum algorithms and applications.",
-        "product_url": "https://quantumai.google/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
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-    {
-        "id": "295",
-        "product_name": "Rigetti Quantum Cloud Services",
-        "product_description": "Rigetti Computing offers cloud-based quantum computing services, providing access to quantum processors and quantum programming tools for algorithm development.",
-        "product_url": "https://docs.rigetti.com/qcs/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
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-        "id": "296",
-        "product_name": "D-Wave Leap",
-        "product_description": "D-Wave Leap is a cloud-based quantum computing platform by D-Wave Systems, allowing users to access and experiment with quantum processing units (QPUs) for solving optimization problems.",
-        "product_url": "https://www.dwavesys.com/leap",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
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-        "id": "297",
-        "product_name": "IonQ Quantum Cloud",
-        "product_description": "IonQ provides cloud-based access to ion trap quantum computers, enabling developers to work with qubits and explore quantum algorithms for various computational tasks.",
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-        "product_name": "Honeywell Quantum Solutions",
-        "product_description": "Honeywell Quantum Solutions offers cloud-based access to its quantum computers, allowing researchers and developers to experiment with quantum algorithms and applications.",
-        "product_url": "https://www.honeywell.com/us/en/company/quantum",
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-        "product_description": "Alibaba Cloud provides quantum computing services, offering access to quantum processors and tools for researchers and developers interested in quantum computing.",
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-        "product_name": "Xanadu Quantum Cloud",
-        "product_description": "Xanadu Quantum Cloud provides access to photonic quantum processors, allowing developers to experiment with quantum algorithms for quantum machine learning and optimization.",
-        "product_url": "https://www.xanadu.ai/quantum-cloud",
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-        "product_name": "Atos Quantum Learning Machine",
-        "product_description": "Atos Quantum Learning Machine is a quantum simulator that emulates quantum behavior, enabling users to develop and test quantum algorithms without access to quantum hardware.",
-        "product_url": "https://atos.net/en/solutions/quantum-learning-machine",
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-        "product_name": "Cambridge Quantum Computing t|ket>",
-        "product_description": "t|ket> is a quantum software development kit (SDK) by Cambridge Quantum Computing, offering tools and libraries for quantum algorithm design and optimization.",
-        "product_url": "https://cqcl.org/",
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-        "product_name": "HashiCorp Nomad",
-        "product_description": "Nomad by HashiCorp is a simple and flexible cluster manager for orchestrating applications across a datacenter, supporting various workload types.",
-        "product_url": "https://www.nomadproject.io/",
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-        "product_name": "OpenShift by Red Hat",
-        "product_description": "OpenShift is a Kubernetes-based container platform by Red Hat, providing developer and operational tools to build, deploy, and manage containerized applications.",
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-        "product_name": "Microsoft IIS (Internet Information Services)",
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-        "status": "t"
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-        "product_url": "https://spring.io/projects/spring-boot/",
-        "open_source": "t",
-        "support_plan": "f",
-        "status": "t"
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-        "product_name": "AWS Elastic Beanstalk",
-        "product_description": "AWS Elastic Beanstalk is a fully managed service by Amazon Web Services (AWS) that simplifies the deployment and management of applications in the cloud.",
-        "product_url": "https://aws.amazon.com/elasticbeanstalk/",
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-        "support_plan": "f",
-        "status": "t"
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-        "id": "311",
-        "product_name": "Packer by HashiCorp",
-        "product_description": "Packer is an open-source tool that automates the creation of machine images across multiple platforms, facilitating consistent and reproducible deployments.",
-        "product_url": "https://www.packer.io/",
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-        "status": "t"
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-        "product_name": "AWS EC2 Image Builder",
-        "product_description": "Amazon EC2 Image Builder is a fully managed service by AWS for creating, customizing, and maintaining Amazon Machine Images (AMIs) for EC2 instances.",
-        "product_url": "https://aws.amazon.com/image-builder/",
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-        "support_plan": "f",
-        "status": "t"
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-        "id": "313",
-        "product_name": "Google Cloud Image Builder",
-        "product_description": "Google Cloud offers tools and services for building custom images, enabling users to create and manage virtual machine images on the Google Cloud Platform.",
-        "product_url": "https://cloud.google.com/vertex-ai/docs/generative-ai/image/overview",
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-        "support_plan": "t",
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-        "product_name": "Ansible",
-        "product_description": "Ansible is an open-source automation tool for configuration management, application deployment, and task automation, including the creation of machine images.",
-        "product_url": "https://www.ansible.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
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-        "id": "315",
-        "product_name": "Chef",
-        "product_description": "Chef is an automation platform that provides tools for configuring and managing infrastructure, allowing users to create and maintain machine images in a consistent manner.",
-        "product_url": "https://www.chef.io/",
-        "open_source": "f",
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-        "status": "t"
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-        "product_name": "Puppet",
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-        "product_url": "https://puppet.com/",
-        "open_source": "f",
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-        "status": "t"
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-        "id": "317",
-        "product_name": "VMware PowerCLI",
-        "product_description": "VMware PowerCLI is a command-line interface for managing and automating VMware environments, allowing users to create and customize virtual machine images.",
-        "product_url": "https://code.vmware.com/web/tool/12.0.0/powercli",
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-        "support_plan": "t",
-        "status": "t"
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-        "id": "318",
-        "product_name": "CloudInit",
-        "product_description": "CloudInit is an open-source multi-distribution package that handles early initialization of a cloud instance, supporting the customization of virtual machine images during deployment.",
-        "product_url": "https://cloudinit.readthedocs.io/",
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-        "support_plan": "f",
-        "status": "t"
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-        "id": "319",
-        "product_name": "VMware Cloud on AWS",
-        "product_description": "VMware Cloud on AWS brings together the power of VMware's virtualization platform with the scalability and flexibility of Amazon Web Services, allowing seamless integration of on-premises and cloud environments.",
-        "product_url": "https://aws.amazon.com/vmware/",
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-        "status": "t"
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-        "id": "320",
-        "product_name": "Google Cloud VMware Engine",
-        "product_description": "Google Cloud VMware Engine provides a fully managed VMware environment on Google Cloud, enabling enterprises to run VMware workloads with high performance and scalability.",
-        "product_url": "https://cloud.google.com/vmware-engine",
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-        "support_plan": "t",
-        "status": "t"
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-        "id": "321",
-        "product_name": "IBM Cloud for VMware Solutions",
-        "product_description": "IBM Cloud offers a range of solutions for running VMware workloads on the cloud, providing a secure and scalable infrastructure for virtualized environments.",
-        "product_url": "https://www.ibm.com/cloud/solutions/vmware",
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-        "support_plan": "t",
-        "status": "t"
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-        "id": "322",
-        "product_name": "Oracle Cloud VMware Solution",
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-        "product_url": "https://www.oracle.com/cloud/VMware/",
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-        "status": "t"
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-        "id": "323",
-        "product_name": "Dell EMC VxRail",
-        "product_description": "Dell EMC VxRail is a hyper-converged infrastructure solution that integrates VMware technologies, delivering a turnkey solution for building and scaling virtualized environments.",
-        "product_url": "https://www.dellemc.com/en-us/converged-infrastructure/vxrail/",
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-        "support_plan": "t",
-        "status": "t"
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-        "id": "324",
-        "product_name": "HPE GreenLake for VMware",
-        "product_description": "HPE GreenLake for VMware provides a flexible and scalable infrastructure-as-a-service (IaaS) solution, allowing organizations to run VMware workloads on a pay-per-use model.",
-        "product_url": "https://www.hpe.com/us/en/software/marketplace/vmware.html",
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-        "support_plan": "t",
-        "status": "t"
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-        "id": "325",
-        "product_name": "Cisco HyperFlex",
-        "product_description": "Cisco HyperFlex is a hyper-converged infrastructure solution that integrates compute, storage, and networking, supporting virtualized environments with scalability and performance.",
-        "product_url": "https://www.cisco.com/site/us/en/products/computing/hyperconverged-infrastructure/index.html",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
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-        "id": "326",
-        "product_name": "NetApp HCI",
-        "product_description": "NetApp HCI (Hyper Converged Infrastructure) is a flexible and scalable solution for running virtualized workloads, providing efficient storage and compute resources.",
-        "product_url": "https://www.netapp.com/us/products/converged-systems/hci.aspx",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
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-        "id": "327",
-        "product_name": "Scale Computing HC3",
-        "product_description": "Scale Computing HC3 is a hyper-converged infrastructure solution designed for simplicity and ease of use, providing virtualization and storage capabilities in a single platform.",
-        "product_url": "https://www.scalecomputing.com/products/hc3",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
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-        "id": "328",
-        "product_name": "Red Hat OpenShift",
-        "product_description": "OpenShift is a Kubernetes-based container platform by Red Hat, providing developer and operational tools for building, deploying, and managing containerized applications.",
-        "product_url": "https://www.openshift.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
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-        "id": "329",
-        "product_name": "Amazon ECS",
-        "product_description": "Amazon Elastic Container Service (ECS) is a fully managed container orchestration service by AWS, enabling users to easily run and scale containerized applications.",
-        "product_url": "https://aws.amazon.com/ecs/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
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-        "id": "330",
-        "product_name": "Google Kubernetes Engine (GKE)",
-        "product_description": "GKE is a managed Kubernetes service on Google Cloud Platform, offering a reliable and scalable platform for deploying and managing containerized applications.",
-        "product_url": "https://cloud.google.com/kubernetes-engine",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
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-        "id": "331",
-        "product_name": "Ansible",
-        "product_description": "Ansible is an open-source automation platform that simplifies configuration management, application deployment, and task automation, providing scalability and ease of use.",
-        "product_url": "https://www.ansible.com/",
-        "open_source": "t",
-        "support_plan": "f",
-        "status": "t"
-    },
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-        "id": "332",
-        "product_name": "Puppet",
-        "product_description": "Puppet is an open-source configuration management tool that automates the provisioning and management of infrastructure, ensuring consistency and reliability in large-scale environments.",
-        "product_url": "https://puppet.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
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-        "id": "333",
-        "product_name": "Chef",
-        "product_description": "Chef is an automation platform that streamlines the deployment and management of infrastructure, enabling users to define, deploy, and manage infrastructure as code.",
-        "product_url": "https://www.chef.io/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
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-        "id": "334",
-        "product_name": "SaltStack",
-        "product_description": "SaltStack is an open-source automation and configuration management tool, offering remote execution and configuration management for efficient infrastructure management.",
-        "product_url": "https://www.saltstack.com/",
-        "open_source": "t",
-        "support_plan": "f",
-        "status": "t"
-    },
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-        "id": "335",
-        "product_name": "Jenkins",
-        "product_description": "Jenkins is an open-source automation server that supports building, deploying, and automating projects, providing robust integration capabilities and extensibility.",
-        "product_url": "https://www.jenkins.io/",
-        "open_source": "t",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "336",
-        "product_name": "HashiCorp Terraform",
-        "product_description": "Terraform is an infrastructure as code (IaC) tool that automates the provisioning and management of infrastructure across various cloud providers, ensuring consistency and efficiency.",
-        "product_url": "https://www.terraform.io/",
-        "open_source": "t",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "337",
-        "product_name": "AWS Systems Manager",
-        "product_description": "AWS Systems Manager simplifies infrastructure management on Amazon Web Services (AWS), providing automation, patch management, and configuration capabilities.",
-        "product_url": "https://aws.amazon.com/systems-manager/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "338",
-        "product_name": "Google Cloud Deployment Manager",
-        "product_description": "Google Cloud Deployment Manager is an infrastructure as code service, enabling users to define, deploy, and manage resources on Google Cloud Platform.",
-        "product_url": "https://cloud.google.com/deployment-manager",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "339",
-        "product_name": "VMware vRealize Automation",
-        "product_description": "VMware vRealize Automation automates the delivery and ongoing management of infrastructure, applications, and custom IT services in VMware environments.",
-        "product_url": "https://www.vmware.com/products/vrealize-automation.html",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "340",
-        "product_name": "SaltStack SecOps",
-        "product_description": "SaltStack SecOps is a security automation and orchestration platform, automating the detection, assessment, and response to security vulnerabilities and threats.",
-        "product_url": "https://www.saltstack.com/solutions/security-automation/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "341",
-        "product_name": "Docker",
-        "product_description": "Docker is a platform for developing, shipping, and running applications in containers, providing a standardized packaging format and runtime for efficient application deployment.",
-        "product_url": "https://www.docker.com/",
-        "open_source": "t",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "342",
-        "product_name": "Docker Hub",
-        "product_description": "Docker Hub is a cloud-based registry service for Docker containers, providing a centralized platform for container image storage and distribution.",
-        "product_url": "https://hub.docker.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "343",
-        "product_name": "Amazon Elastic Container Registry (ECR)",
-        "product_description": "ECR is a fully managed container registry service by AWS, allowing users to store, manage, and deploy Docker container images on Amazon Web Services.",
-        "product_url": "https://aws.amazon.com/ecr/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "344",
-        "product_name": "Google Container Registry",
-        "product_description": "Google Container Registry is a secure and scalable container image storage solution on Google Cloud Platform, seamlessly integrated with Google Kubernetes Engine (GKE).",
-        "product_url": "https://cloud.google.com/container-registry",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "345",
-        "product_name": "Quay.io",
-        "product_description": "Quay.io is a container registry service by Red Hat, providing secure storage and distribution of container images with features like vulnerability scanning and replication.",
-        "product_url": "https://quay.io/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "346",
-        "product_name": "Harbor",
-        "product_description": "Harbor is an open-source container registry with advanced features like role-based access control (RBAC), vulnerability scanning, and policy management, suitable for enterprise use.",
-        "product_url": "https://goharbor.io/",
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-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "347",
-        "product_name": "JFrog Container Registry",
-        "product_description": "JFrog Container Registry is part of the JFrog Artifactory platform, offering container image storage, distribution, and management with advanced DevOps capabilities.",
-        "product_url": "https://jfrog.com/container-registry/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "348",
-        "product_name": "GitLab Container Registry",
-        "product_description": "GitLab Container Registry is an integrated registry service within the GitLab platform, providing version control, CI/CD, and container image management in a unified environment.",
-        "product_url": "https://docs.gitlab.com/ee/user/packages/container_registry/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
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-    {
-        "id": "349",
-        "product_name": "Azure Artifacts",
-        "product_description": "Azure Artifacts is part of Azure DevOps Services, offering a universal package management service that includes container image registry capabilities for Docker images.",
-        "product_url": "https://azure.microsoft.com/en-us/services/devops/artifacts/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
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-    {
-        "id": "350",
-        "product_name": "IBM Cloud Container Registry",
-        "product_description": "IBM Cloud Container Registry is a fully managed registry service on IBM Cloud, enabling users to store and manage Docker container images securely.",
-        "product_url": "https://www.ibm.com/cloud/container-registry",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "351",
-        "product_name": "Oracle Cloud Infrastructure Container Registry",
-        "product_description": "Oracle Cloud Infrastructure Container Registry is a managed registry service, providing secure storage and management of Docker container images on the Oracle Cloud.",
-        "product_url": "https://www.oracle.com/cloud/sign-in.html",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "352",
-        "product_name": "Amazon EKS (Elastic Kubernetes Service)",
-        "product_description": "Amazon EKS is a fully managed Kubernetes service by AWS, simplifying the deployment, management, and scaling of containerized applications on the Amazon Cloud.",
-        "product_url": "https://aws.amazon.com/eks/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "353",
-        "product_name": "IBM Cloud Kubernetes Service",
-        "product_description": "IBM Cloud Kubernetes Service is a managed Kubernetes service on IBM Cloud, offering scalable and efficient container orchestration for deploying and managing applications.",
-        "product_url": "https://www.ibm.com/cloud/kubernetes-service",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "354",
-        "product_name": "Docker Enterprise",
-        "product_description": "Docker Enterprise provides a comprehensive container platform, including Kubernetes orchestration, for building, deploying, and managing containerized applications across on-premises and cloud environments.",
-        "product_url": "https://www.docker.com/pricing/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "355",
-        "product_name": "VMware Tanzu Kubernetes Grid",
-        "product_description": "Tanzu Kubernetes Grid by VMware is a Kubernetes runtime that simplifies the deployment and management of Kubernetes clusters on any infrastructure, supporting multi-cloud environments.",
-        "product_url": "https://tanzu.vmware.com/kubernetes-grid",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "356",
-        "product_name": "Rancher",
-        "product_description": "Rancher is an open-source container management platform that supports Kubernetes, providing a simplified way to deploy and manage Kubernetes clusters across different environments.",
-        "product_url": "https://rancher.com/",
-        "open_source": "t",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "357",
-        "product_name": "Canonical Charmed Kubernetes",
-        "product_description": "Charmed Kubernetes by Canonical is a Kubernetes distribution that uses Juju charms for deployment, offering flexibility and automation for Kubernetes cluster management.",
-        "product_url": "https://ubuntu.com/kubernetes",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "358",
-        "product_name": "Oracle Container Engine for Kubernetes (OKE)",
-        "product_description": "Oracle Cloud's OKE is a managed Kubernetes service, providing a secure and scalable platform for deploying, managing, and scaling containerized applications on Oracle Cloud Infrastructure.",
-        "product_url": "https://www.oracle.com/cloud/cloud-native/container-engine-kubernetes/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "359",
-        "product_name": "VMware Tanzu Mission Control",
-        "product_description": "Tanzu Mission Control by VMware is a centralized management platform for Kubernetes clusters, offering visibility, governance, and lifecycle management for multi-cluster environments.",
-        "product_url": "https://tanzu.vmware.com/mission-control",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "360",
-        "product_name": "Amazon RDS",
-        "product_description": "Managed relational database service that provides you with six familiar database engines, including Amazon Aurora, MySQL, MariaDB, Oracle, Microsoft SQL Server, and PostgreSQL.",
-        "product_url": "https://aws.amazon.com/rds/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "361",
-        "product_name": "Google Cloud SQL",
-        "product_description": "A fully-managed database service that makes it easy to set up, maintain, manage, and administer relational PostgreSQL, MySQL, and SQL Server databases in the cloud.",
-        "product_url": "https://cloud.google.com/sql",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "362",
-        "product_name": "Oracle Cloud Database Services",
-        "product_description": "Offers a comprehensive list of managed database services to support various data management needs, including Oracle Autonomous Database.",
-        "product_url": "https://www.oracle.com/database/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "363",
-        "product_name": "IBM Db2 on Cloud",
-        "product_description": "A fully-managed, cloud database that runs various Db2 editions and provides robust performance for transactional workloads.",
-        "product_url": "https://www.ibm.com/cloud/db2-on-cloud",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "364",
-        "product_name": "SAP HANA Cloud",
-        "product_description": "A fully managed in-memory cloud database as a service (DBaaS) that provides advanced data management and analytical capabilities.",
-        "product_url": "https://www.sap.com/products/hana-cloud.html",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "365",
-        "product_name": "MariaDB SkySQL",
-        "product_description": "The first database-as-a-service (DBaaS) to unlock the full power of MariaDB Platform for transactions, analytics, or both, optimized with a cloud-native architecture.",
-        "product_url": "https://www.skysql.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "366",
-        "product_name": "Heroku Postgres",
-        "product_description": "A managed SQL database service provided directly by Heroku that offers a powerful set of features, designed for developer ease of use and scalability.",
-        "product_url": "https://www.heroku.com/postgres",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "367",
-        "product_name": "CockroachDB Cloud",
-        "product_description": "A distributed SQL database built for cloud applications that offers horizontal scalability, strong consistency, and survivability.",
-        "product_url": "https://www.cockroachlabs.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "368",
-        "product_name": "MongoDB Atlas",
-        "product_description": "A global cloud database service for modern applications, providing distributed database functionality across AWS, Azure, and GCP.",
-        "product_url": "https://www.mongodb.com/cloud/atlas",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "369",
-        "product_name": "Redis Labs",
-        "product_description": "Offers fully managed in-memory data store services used as a database, cache, and message broker, with high availability and seamless scalability.",
-        "product_url": "https://redislabs.com/",
-        "open_source": "t",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "370",
-        "product_name": "Redis Enterprise",
-        "product_description": "Redis Enterprise is an advanced, fully managed Redis solution offering high availability, scalability, and robust caching capabilities for real-time applications.",
-        "product_url": "https://redis.io/docs/about/redis-enterprise/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "371",
-        "product_name": "Amazon ElastiCache for Redis",
-        "product_description": "ElastiCache is AWS's managed Redis service, providing an in-memory data store for caching and real-time applications with high availability and scalability.",
-        "product_url": "https://aws.amazon.com/elasticache/redis/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "372",
-        "product_name": "Google Cloud Memorystore for Redis",
-        "product_description": "Memorystore is Google Cloud's managed Redis service, offering a highly available and fully managed solution for caching and real-time data processing.",
-        "product_url": "https://cloud.google.com/memorystore",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "373",
-        "product_name": "Pivotal GemFire",
-        "product_description": "GemFire is an in-memory data grid solution by Pivotal, providing distributed caching for high-performance and scalable data access across applications.",
-        "product_url": "https://tanzu.vmware.com/gemfire",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "374",
-        "product_name": "Hazelcast IMDG",
-        "product_description": "Hazelcast IMDG is an open-source in-memory data grid, offering distributed caching and compute capabilities for scalable and high-performance data processing.",
-        "product_url": "https://hazelcast.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "375",
-        "product_name": "Azure Cosmos DB",
-        "product_description": "Cosmos DB is Microsoft's globally distributed, multi-model database service, providing support for multiple data models, including key-value store for caching scenarios.",
-        "product_url": "https://azure.microsoft.com/en-us/services/cosmos-db/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "376",
-        "product_name": "Couchbase",
-        "product_description": "Couchbase is a NoSQL database with a distributed, in-memory caching layer, offering high-performance caching and scalable data storage for various use cases.",
-        "product_url": "https://www.couchbase.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "377",
-        "product_name": "Memcached",
-        "product_description": "Memcached is an open-source, distributed memory object caching system, widely used for speeding up dynamic web applications by alleviating database load.",
-        "product_url": "https://memcached.org/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "378",
-        "product_name": "NCache",
-        "product_description": "NCache is a .NET and Java compatible, distributed caching solution, offering features like data partitioning, replication, and caching APIs for application acceleration.",
-        "product_url": "https://www.alachisoft.com/ncache/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "379",
-        "product_name": "GridGain",
-        "product_description": "GridGain is an in-memory computing platform that includes a distributed caching layer, enabling real-time data processing and analytics for high-performance applications.",
-        "product_url": "https://www.gridgain.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "380",
-        "product_name": "MySQL",
-        "product_description": "MySQL is an open-source relational database management system (RDBMS) that serves as an alternative to Azure Database for MariaDB, offering efficient data storage and retrieval.",
-        "product_url": "https://www.mysql.com/",
-        "open_source": "t",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "381",
-        "product_name": "Amazon RDS for MariaDB",
-        "product_description": "Amazon RDS provides a managed MariaDB service, offering similar capabilities to Azure Database for MariaDB, with features like automated backups and scalability.",
-        "product_url": "https://aws.amazon.com/rds/mariadb/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "382",
-        "product_name": "Google Cloud SQL for MariaDB",
-        "product_description": "Google Cloud SQL is a fully managed MariaDB service on Google Cloud Platform, providing a reliable and scalable database solution.",
-        "product_url": "https://cloud.google.com/sql",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "383",
-        "product_name": "Percona Server for MySQL",
-        "product_description": "Percona Server is an open-source MySQL alternative, offering enhanced performance, scalability, and additional features for advanced database management.",
-        "product_url": "https://www.percona.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "384",
-        "product_name": "MariaDB Server",
-        "product_description": "MariaDB Server is the original open-source alternative to MySQL, designed for high performance and reliability, making it a suitable choice for various applications.",
-        "product_url": "https://mariadb.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "385",
-        "product_name": "PostgreSQL",
-        "product_description": "PostgreSQL is a powerful, open-source object-relational database system that provides an alternative to MariaDB, known for its extensibility and advanced features.",
-        "product_url": "https://www.postgresql.org/",
-        "open_source": "t",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "386",
-        "product_name": "Oracle MySQL Database Service",
-        "product_description": "Oracle MySQL Database Service is a fully managed MySQL database service on Oracle Cloud, offering a cloud-native alternative for MySQL applications.",
-        "product_url": "https://docs.oracle.com/en-us/iaas/mysql-database/doc/overview-mysql-database-service.html",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "387",
-        "product_name": "SQLite",
-        "product_description": "SQLite is a lightweight, embedded database engine, suitable for applications with low to medium data storage requirements, serving as an alternative to larger database systems.",
-        "product_url": "https://www.sqlite.org/",
-        "open_source": "t",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "388",
-        "product_name": "IBM Db2",
-        "product_description": "IBM Db2 is a family of data management products, including a relational database, offering an enterprise-grade alternative for data storage and retrieval.",
-        "product_url": "https://www.ibm.com/cloud/db2",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "389",
-        "product_name": "SAP HANA",
-        "product_description": "SAP HANA is an in-memory database platform, serving as a high-performance alternative for processing and analyzing large volumes of data in real-time.",
-        "product_url": "https://www.sap.com/products/hana.html",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "390",
-        "product_name": "Amazon RDS for MySQL",
-        "product_description": "Amazon RDS provides a managed MySQL service, offering features similar to Azure Database for MySQL, with automated backups and scalability on AWS.",
-        "product_url": "https://aws.amazon.com/rds/mysql/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "391",
-        "product_name": "Google Cloud SQL for MySQL",
-        "product_description": "Google Cloud SQL is a fully managed MySQL service on Google Cloud Platform, providing a reliable and scalable alternative for MySQL databases.",
-        "product_url": "https://cloud.google.com/sql/mysql",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "392",
-        "product_name": "MariaDB",
-        "product_description": "MariaDB is a community-developed, open-source fork of MySQL, offering similar features and compatibility while providing enhancements and additional functionalities.",
-        "product_url": "https://mariadb.com/",
-        "open_source": "t",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "393",
-        "product_name": "Amazon RDS for PostgreSQL",
-        "product_description": "Amazon RDS provides a managed PostgreSQL service, serving as an alternative to Azure Database for PostgreSQL with automated backups and scalability on AWS.",
-        "product_url": "https://aws.amazon.com/rds/postgresql/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "394",
-        "product_name": "Google Cloud SQL for PostgreSQL",
-        "product_description": "Google Cloud SQL is a fully managed PostgreSQL service on Google Cloud Platform, providing a reliable and scalable alternative for PostgreSQL databases.",
-        "product_url": "https://cloud.google.com/sql/docs/postgres/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "395",
-        "product_name": "TimescaleDB",
-        "product_description": "TimescaleDB is an open-source time-series database built on PostgreSQL, offering scalability and performance enhancements, making it suitable for time-series data applications.",
-        "product_url": "https://www.timescale.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "396",
-        "product_name": "Citus",
-        "product_description": "Citus is an extension to PostgreSQL that enables horizontal scaling by distributing data across multiple nodes, providing a scalable alternative for large datasets.",
-        "product_url": "https://www.citusdata.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "397",
-        "product_name": "CockroachDB",
-        "product_description": "CockroachDB is a distributed SQL database that offers strong consistency and scalability, providing an alternative for globally distributed and highly available applications.",
-        "product_url": "https://www.cockroachlabs.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "398",
-        "product_name": "CrateDB",
-        "product_description": "CrateDB is an open-source distributed SQL database that focuses on horizontal scalability and high-performance querying, making it suitable for IoT and time-series use cases.",
-        "product_url": "https://crate.io/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "399",
-        "product_name": "Oracle Database",
-        "product_description": "Oracle Database includes support for PostgreSQL compatibility, offering an enterprise-grade alternative with advanced features for data management.",
-        "product_url": "https://www.oracle.com/database/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "400",
-        "product_name": "MongoDB",
-        "product_description": "MongoDB is a widely used NoSQL database, offering a flexible document-oriented model and horizontal scalability, providing an alternative to Azure Cosmos DB for document-based applications.",
-        "product_url": "https://www.mongodb.com/",
-        "open_source": "t",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "401",
-        "product_name": "Apache Cassandra",
-        "product_description": "Apache Cassandra is a distributed NoSQL database known for high availability, fault tolerance, and scalability, making it suitable for globally distributed and high-performance applications.",
-        "product_url": "https://cassandra.apache.org/",
-        "open_source": "t",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "402",
-        "product_name": "Amazon DynamoDB",
-        "product_description": "DynamoDB is a fully managed NoSQL database service on AWS, offering seamless scalability and low-latency performance, serving as an alternative to Azure Cosmos DB.",
-        "product_url": "https://aws.amazon.com/dynamodb/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "403",
-        "product_name": "Neo4j",
-        "product_description": "Neo4j is a graph database known for efficient handling of relationships between data entities, providing an alternative to Azure Cosmos DB for graph-based applications.",
-        "product_url": "https://neo4j.com/",
-        "open_source": "t",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "404",
-        "product_name": "RavenDB",
-        "product_description": "RavenDB is a NoSQL document database that specializes in providing ACID transactions and real-time indexing, offering an alternative for document-centric applications.",
-        "product_url": "https://ravendb.net/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "405",
-        "product_name": "OrientDB",
-        "product_description": "OrientDB is a multi-model NoSQL database that supports graph, document, and key-value models, providing flexibility for diverse data storage needs.",
-        "product_url": "https://orientdb.com/",
-        "open_source": "t",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "406",
-        "product_name": "ArangoDB",
-        "product_description": "ArangoDB is a multi-model NoSQL database supporting graph, document, and key-value models, offering versatility and scalability for various application scenarios.",
-        "product_url": "https://www.arangodb.com/",
-        "open_source": "t",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "407",
-        "product_name": "MarkLogic",
-        "product_description": "MarkLogic is a NoSQL database designed for handling complex and unstructured data, offering advanced search and indexing capabilities as an alternative to Azure Cosmos DB.",
-        "product_url": "https://www.marklogic.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "408",
-        "product_name": "Redis",
-        "product_description": "Redis is an in-memory data store with support for various data structures, offering high-performance caching and real-time analytics capabilities, serving as an alternative for certain use cases within Azure Cosmos DB.",
-        "product_url": "https://redis.io/",
-        "open_source": "t",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "409",
-        "product_name": "Amazon Aurora",
-        "product_description": "Amazon Aurora is a fully managed relational database service on AWS, compatible with MySQL and PostgreSQL, providing a high-performance alternative for cloud-based applications.",
-        "product_url": "https://aws.amazon.com/rds/aurora/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "410",
-        "product_name": "Google Cloud Spanner",
-        "product_description": "Google Cloud Spanner is a globally distributed, horizontally scalable, and strongly consistent database service, offering an alternative to Azure SQL Database for global applications.",
-        "product_url": "https://cloud.google.com/spanner",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "411",
-        "product_name": "Oracle Autonomous Database",
-        "product_description": "Oracle Autonomous Database is a fully managed database service, providing a comprehensive alternative to Azure SQL Database with advanced features and Oracle Database compatibility.",
-        "product_url": "https://www.oracle.com/autonomous-database/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "412",
-        "product_name": "Snowflake",
-        "product_description": "Snowflake is a cloud-based data warehouse, providing a fully managed alternative to Azure SQL Database for analytics and large-scale data processing.",
-        "product_url": "https://www.snowflake.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "413",
-        "product_name": "Amazon RDS for SQL Server",
-        "product_description": "Amazon RDS provides a managed SQL Server service, serving as an alternative to Azure SQL Managed Instance, with features like automated backups and scalability on AWS.",
-        "product_url": "https://aws.amazon.com/rds/sqlserver/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "414",
-        "product_name": "Google Cloud SQL for SQL Server",
-        "product_description": "Google Cloud SQL offers a fully managed SQL Server service on Google Cloud Platform, providing a reliable and scalable alternative for SQL Server databases.",
-        "product_url": "https://cloud.google.com/sql-server/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "415",
-        "product_name": "Firebird",
-        "product_description": "Firebird is an open-source relational database, providing an alternative to Azure SQL Server with features like multi-generational architecture and support for various platforms.",
-        "product_url": "https://www.firebirdsql.org/",
-        "open_source": "t",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "416",
-        "product_name": "Amazon EC2 with SQL Server",
-        "product_description": "Amazon EC2 provides virtual machines with SQL Server on AWS, offering an alternative to Azure SQL Server on Azure Virtual Machines, with flexibility and scalability.",
-        "product_url": "https://docs.aws.amazon.com/sql-server-ec2/latest/userguide/create-sql-server-on-ec2-instance.html",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "417",
-        "product_name": "Google Compute Engine with SQL Server",
-        "product_description": "Google Compute Engine offers virtual machines with SQL Server on Google Cloud Platform, providing an alternative for hosting SQL Server databases with Google's infrastructure.",
-        "product_url": "https://cloud.google.com/sql-server/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "418",
-        "product_name": "Oracle Cloud Infrastructure VMs with SQL Server",
-        "product_description": "Oracle Cloud Infrastructure offers virtual machines with SQL Server, serving as an alternative to Azure SQL Server on Azure Virtual Machines, with Oracle's cloud infrastructure.",
-        "product_url": "https://blogs.oracle.com/cloud-infrastructure/post/microsoft-sql-server-on-oci",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "419",
-        "product_name": "IBM Cloud Virtual Servers with SQL Server",
-        "product_description": "IBM Cloud Virtual Servers provide SQL Server hosting, offering an alternative to Azure SQL Server on Azure Virtual Machines, with IBM's cloud infrastructure.",
-        "product_url": "https://www.ibm.com/cloud/virtual-servers/sql-server",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
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-        "id": "420",
-        "product_name": "VMware Cloud on AWS with SQL Server",
-        "product_description": "VMware Cloud on AWS enables running SQL Server on virtual machines in an integrated VMware environment on Amazon Web Services, providing a flexible alternative.",
-        "product_url": "https://docs.aws.amazon.com/prescriptive-guidance/latest/migration-sql-server/vmware-sql.html",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
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-        "id": "421",
-        "product_name": "Rackspace Virtual Machines with SQL Server",
-        "product_description": "Rackspace offers managed virtual machines with SQL Server, providing an alternative to Azure SQL Server on Azure Virtual Machines, with Rackspace's managed services.",
-        "product_url": "https://docs.rackspace.com/docs/create-and-manage-a-vm",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
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-        "id": "422",
-        "product_name": "DigitalOcean Droplets with SQL Server",
-        "product_description": "DigitalOcean offers virtual machines with SQL Server, serving as an alternative to Azure SQL Server on Azure Virtual Machines, with a focus on simplicity and ease of use.",
-        "product_url": "https://docs.digitalocean.com/products/droplets/how-to/create/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
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-        "id": "423",
-        "product_name": "ScaleGrid SQL Server Hosting",
-        "product_description": "ScaleGrid provides managed SQL Server hosting on various cloud providers, offering an alternative to Azure SQL Server on Azure Virtual Machines, with enhanced management capabilities.",
-        "product_url": "https://scalegrid.io/sql-server/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
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-        "id": "424",
-        "product_name": "Joyent Triton Compute with SQL Server",
-        "product_description": "Joyent Triton Compute offers virtual machines with SQL Server on its cloud platform, providing an alternative for hosting SQL Server databases with Joyent's infrastructure.",
-        "product_url": "https://www.joyent.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "425",
-        "product_name": "Linode Virtual Machines with SQL Server",
-        "product_description": "Linode offers virtual machines with SQL Server, serving as an alternative to Azure SQL Server on Azure Virtual Machines, with a straightforward and cost-effective approach.",
-        "product_url": "https://www.linode.com/community/questions/18902/running-sql-server-express-on-a-linode",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
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-        "id": "426",
-        "product_name": "HashiCorp Consul",
-        "product_description": "Consul is a service mesh and configuration management tool, providing a dynamic alternative to Azure App Configuration for managing application configurations across distributed systems.",
-        "product_url": "https://www.consul.io/",
-        "open_source": "t",
-        "support_plan": "t",
-        "status": "t"
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-        "id": "427",
-        "product_name": "Spring Cloud Config",
-        "product_description": "Spring Cloud Config is a configuration management tool for Java applications, offering an alternative to Azure App Configuration with support for dynamic and centralized configuration updates.",
-        "product_url": "https://spring.io/projects/spring-cloud-config",
-        "open_source": "t",
-        "support_plan": "f",
-        "status": "t"
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-        "id": "428",
-        "product_name": "AWS AppConfig",
-        "product_description": "AWS AppConfig is a configuration management service on Amazon Web Services, providing an alternative to Azure App Configuration with capabilities for deploying and managing application configurations.",
-        "product_url": "https://docs.aws.amazon.com/appconfig/latest/userguide/what-is-appconfig.html",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
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-        "id": "429",
-        "product_name": "etcd",
-        "product_description": "etcd is a distributed key-value store, offering a reliable and highly available alternative to Azure App Configuration for storing and retrieving configuration settings in distributed systems.",
-        "product_url": "https://etcd.io/",
-        "open_source": "t",
-        "support_plan": "f",
-        "status": "t"
-    },
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-        "id": "430",
-        "product_name": "ZooKeeper",
-        "product_description": "Apache ZooKeeper is a distributed coordination service, serving as an alternative to Azure App Configuration for managing configuration information in distributed applications.",
-        "product_url": "https://zookeeper.apache.org/",
-        "open_source": "t",
-        "support_plan": "f",
-        "status": "t"
-    },
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-        "id": "431",
-        "product_name": "Kubernetes ConfigMaps",
-        "product_description": "Kubernetes ConfigMaps enable the configuration of containerized applications, providing an alternative to Azure App Configuration within Kubernetes clusters for managing application settings.",
-        "product_url": "https://kubernetes.io/docs/concepts/configuration/configmap/",
-        "open_source": "t",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "432",
-        "product_name": "Dynatrace Configuration Editor",
-        "product_description": "Dynatrace offers a configuration management tool for monitoring and observability, serving as an alternative to Azure App Configuration with additional capabilities for performance analysis.",
-        "product_url": "https://www.dynatrace.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "433",
-        "product_name": "LaunchDarkly",
-        "product_description": "LaunchDarkly is a feature management platform with configuration capabilities, providing an alternative to Azure App Configuration for controlling feature flags and application behavior.",
-        "product_url": "https://www.launchdarkly.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "434",
-        "product_name": "HashiCorp Vault",
-        "product_description": "HashiCorp Vault is a secrets management tool, offering an alternative to Azure App Configuration for secure storage and retrieval of sensitive information such as API keys and credentials.",
-        "product_url": "https://www.vaultproject.io/",
-        "open_source": "t",
-        "support_plan": "t",
-        "status": "t"
-    },
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-        "id": "435",
-        "product_name": "ConfigCat",
-        "product_description": "ConfigCat is a feature flag and configuration management platform, providing an alternative to Azure App Configuration with a focus on feature management and A/B testing.",
-        "product_url": "https://configcat.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "436",
-        "product_name": "Google ARCore Cloud Anchors",
-        "product_description": "Google ARCore Cloud Anchors is a cross-platform solution for building augmented reality (AR) applications, offering an alternative to Azure Spatial Anchors for creating shared AR experiences across devices.",
-        "product_url": "https://developers.google.com/ar/develop/unity/cloud-anchors",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "437",
-        "product_name": "Apple ARKit ARWorldMap",
-        "product_description": "Apple ARKit ARWorldMap is part of the ARKit framework, providing an alternative to Azure Spatial Anchors for iOS developers to create AR applications with world mapping and persistent AR experiences.",
-        "product_url": "https://developer.apple.com/documentation/arkit/arworldmap",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "438",
-        "product_name": "Vuforia Engine",
-        "product_description": "Vuforia Engine is an AR development platform, offering an alternative to Azure Spatial Anchors with features for creating marker-based and markerless AR experiences across various devices.",
-        "product_url": "https://developer.vuforia.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "439",
-        "product_name": "Wikitude SDK",
-        "product_description": "Wikitude SDK is an augmented reality development platform, providing an alternative to Azure Spatial Anchors for developers to create location-based AR applications with markerless tracking and geospatial AR.",
-        "product_url": "https://www.wikitude.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "440",
-        "product_name": "8th Wall XR",
-        "product_description": "8th Wall XR is a platform for building web-based augmented reality applications, serving as an alternative to Azure Spatial Anchors for creating AR experiences that can be accessed through web browsers.",
-        "product_url": "https://www.8thwall.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "441",
-        "product_name": "Unity MARS",
-        "product_description": "Unity MARS (Mixed and Augmented Reality Studio) is a development framework for creating AR applications, offering an alternative to Azure Spatial Anchors with features for authoring and simulating mixed reality scenarios.",
-        "product_url": "https://unity.com/products/mars/get-started",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "442",
-        "product_name": "PTC Vuforia Spatial Toolbox",
-        "product_description": "PTC Vuforia Spatial Toolbox is an open-source platform for building spatial computing applications, providing an alternative to Azure Spatial Anchors with a focus on IoT integration and spatial awareness.",
-        "product_url": "https://spatialtoolbox.vuforia.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "443",
-        "product_name": "MAXST AR SDK",
-        "product_description": "MAXST AR SDK is a development kit for creating AR applications, offering an alternative to Azure Spatial Anchors with features for marker-based and markerless tracking on various devices.",
-        "product_url": "https://www.maxst.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "444",
-        "product_name": "Kudan AR SDK",
-        "product_description": "Kudan AR SDK is a mobile AR development kit, serving as an alternative to Azure Spatial Anchors with capabilities for marker-based and markerless AR experiences on iOS and Android devices.",
-        "product_url": "https://www.kudan.eu/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "445",
-        "product_name": "Blippar AR",
-        "product_description": "Blippar AR is an augmented reality platform, providing an alternative to Azure Spatial Anchors for developers to create AR applications with features like image recognition, object tracking, and spatial mapping.",
-        "product_url": "https://www.blippar.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "446",
-        "product_name": "NVIDIA CloudXR",
-        "product_description": "NVIDIA CloudXR is a remote rendering solution that enables immersive virtual reality (VR) and augmented reality (AR) experiences by rendering high-quality graphics in the cloud and streaming them to devices, offering an alternative to Azure Spatial Anchors - Remote Rendering.",
-        "product_url": "https://developer.nvidia.com/nvidia-cloudxr",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "447",
-        "product_name": "Amazon Sumerian",
-        "product_description": "Amazon Sumerian is a platform for creating AR and VR applications, offering a remote rendering alternative to Azure Spatial Anchors with features for building interactive 3D scenes and immersive experiences.",
-        "product_url": "https://aws.amazon.com/sumerian/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "448",
-        "product_name": "Unity Reflect",
-        "product_description": "Unity Reflect is a real-time 3D collaboration and visualization platform, serving as an alternative to Azure Spatial Anchors - Remote Rendering for creating realistic and collaborative experiences in architecture, engineering, and construction.",
-        "product_url": "https://unity.com/pages/unity-reflect",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "449",
-        "product_name": "Google Cloud Anchors",
-        "product_description": "Google Cloud Anchors is part of the ARCore platform, providing a remote rendering alternative to Azure Spatial Anchors - Remote Rendering for creating shared AR experiences across devices with high-quality graphics.",
-        "product_url": "https://developers.google.com/ar/develop/unity/cloud-anchors",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "450",
-        "product_name": "PTC Vuforia Chalk",
-        "product_description": "PTC Vuforia Chalk is an AR collaboration tool for remote assistance, offering an alternative to Azure Spatial Anchors - Remote Rendering by allowing users to share AR annotations and guidance in real-time.",
-        "product_url": "https://chalk.vuforia.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "451",
-        "product_name": "NVIDIA Omniverse",
-        "product_description": "NVIDIA Omniverse is a virtual collaboration platform with remote rendering capabilities, providing an alternative to Azure Spatial Anchors - Remote Rendering for creating and experiencing photorealistic 3D environments collaboratively.",
-        "product_url": "https://developer.nvidia.com/nvidia-omniverse-platform",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "452",
-        "product_name": "Marxent 3D Cloud",
-        "product_description": "Marxent 3D Cloud is a platform for creating and managing 3D content, offering an alternative to Azure Spatial Anchors - Remote Rendering for visualizing high-fidelity 3D models in various applications, including retail and e-commerce.",
-        "product_url": "https://www.marxentlabs.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "453",
-        "product_name": "Minsar Studio",
-        "product_description": "Minsar Studio is an AR creation platform, serving as an alternative to Azure Spatial Anchors - Remote Rendering with features for building and sharing AR experiences with remote rendering capabilities.",
-        "product_url": "https://www.opuscope.com/minsar/overview",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "454",
-        "product_name": "Vuzix Smart Glasses",
-        "product_description": "Vuzix Smart Glasses are augmented reality glasses with remote rendering capabilities, providing an alternative to Azure Spatial Anchors - Remote Rendering for hands-free AR experiences in enterprise and industrial applications.",
-        "product_url": "https://www.vuzix.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "455",
-        "product_name": "ZeroLight Cloud",
-        "product_description": "ZeroLight Cloud is a cloud-based platform for creating and rendering automotive visualizations in real-time, offering an alternative to Azure Spatial Anchors - Remote Rendering for creating interactive and immersive automotive experiences.",
-        "product_url": "https://www.zerolight.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "456",
-        "product_name": "Google Colab",
-        "product_description": "Google Colab is a free, cloud-based notebook platform that allows users to write and execute Python code, offering an alternative to Azure Notebooks for collaborative data science and machine learning projects.",
-        "product_url": "https://colab.research.google.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "457",
-        "product_name": "Jupyter Notebook",
-        "product_description": "Jupyter Notebook is an open-source, interactive computing platform that supports multiple programming languages, providing an alternative to Azure Notebooks for creating and sharing documents containing live code, equations, visualizations, and narrative text.",
-        "product_url": "https://jupyter.org/",
-        "open_source": "t",
-        "support_plan": "f",
-        "status": "t"
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-    {
-        "id": "458",
-        "product_name": "IBM Watson Studio",
-        "product_description": "IBM Watson Studio is a cloud-based platform for data science and machine learning, serving as an alternative to Azure Notebooks with features for collaborative project development, model training, and deployment.",
-        "product_url": "https://www.ibm.com/cloud/watson-studio",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
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-        "id": "459",
-        "product_name": "Databricks Notebooks",
-        "product_description": "Databricks Notebooks are part of the Databricks Unified Analytics Platform, offering an alternative to Azure Notebooks with collaborative and interactive notebook functionality for big data analytics and machine learning.",
-        "product_url": "https://docs.databricks.com/en/notebooks/index.html",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
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-        "id": "460",
-        "product_name": "Kaggle Kernels",
-        "product_description": "Kaggle Kernels is a platform for writing and sharing code in Python and R, providing an alternative to Azure Notebooks for data science competitions, collaborative projects, and exploratory data analysis.",
-        "product_url": "https://www.kaggle.com/kernels",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
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-        "id": "461",
-        "product_name": "RStudio Cloud",
-        "product_description": "RStudio Cloud is a cloud-based integrated development environment (IDE) for the R programming language, serving as an alternative to Azure Notebooks for R users to develop and share R scripts and analyses.",
-        "product_url": "https://rstudio.cloud/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
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-        "id": "462",
-        "product_name": "DataCamp Projects",
-        "product_description": "DataCamp Projects is an interactive learning platform with hands-on coding exercises in Python and R, offering an alternative to Azure Notebooks for data science and analytics education.",
-        "product_url": "https://www.datacamp.com/projects",
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-        "support_plan": "f",
-        "status": "t"
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-        "id": "463",
-        "product_name": "TensorFlow Colaboratory",
-        "product_description": "Colaboratory, commonly known as Colab, is a Google research project that offers a free, cloud-based notebook environment for machine learning and deep learning using TensorFlow, providing an alternative to Azure Notebooks.",
-        "product_url": "https://colab.research.google.com/notebooks/welcome.ipynb",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
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-        "id": "464",
-        "product_name": "Deepnote",
-        "product_description": "Deepnote is a collaborative data science platform with a focus on live collaboration and integrated tools, offering an alternative to Azure Notebooks for team-based data analysis and machine learning projects.",
-        "product_url": "https://deepnote.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
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-        "id": "465",
-        "product_name": "Zeppelin Notebooks",
-        "product_description": "Apache Zeppelin is an open-source notebook-based environment for data exploration, analysis, and visualization, providing an alternative to Azure Notebooks with support for multiple programming languages and data sources.",
-        "product_url": "https://zeppelin.apache.org/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
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-        "id": "466",
-        "product_name": "GitHub Actions",
-        "product_description": "GitHub Actions is an integrated CI/CD and automation platform tightly integrated with GitHub repositories, offering an alternative to Azure DevOps for building, testing, and deploying software projects.",
-        "product_url": "https://github.com/features/actions",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
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-        "id": "467",
-        "product_name": "GitLab CI/CD",
-        "product_description": "GitLab CI/CD is an integral part of the GitLab platform, offering an alternative to Azure DevOps with built-in CI/CD capabilities for version control, code review, and continuous integration.",
-        "product_url": "https://docs.gitlab.com/ee/ci/",
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-        "support_plan": "f",
-        "status": "t"
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-        "id": "468",
-        "product_name": "Atlassian Bamboo",
-        "product_description": "Bamboo is a CI/CD and build server developed by Atlassian, offering an alternative to Azure DevOps with features for automating software builds, tests, and deployments.",
-        "product_url": "https://www.atlassian.com/software/bamboo",
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-        "support_plan": "f",
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-        "id": "469",
-        "product_name": "Bitbucket Pipelines",
-        "product_description": "Bitbucket Pipelines is a CI/CD solution tightly integrated with Bitbucket repositories, serving as an alternative to Azure DevOps with built-in automation for continuous integration and delivery.",
-        "product_url": "https://bitbucket.org/product/features/pipelines",
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-        "support_plan": "f",
-        "status": "t"
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-        "id": "470",
-        "product_name": "TeamCity",
-        "product_description": "TeamCity is a CI/CD server developed by JetBrains, providing an alternative to Azure DevOps with advanced build and deployment capabilities, along with support for various programming languages and platforms.",
-        "product_url": "https://www.jetbrains.com/teamcity/",
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-        "support_plan": "f",
-        "status": "t"
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-        "id": "471",
-        "product_name": "Jenkins X",
-        "product_description": "Jenkins X is an open-source CI/CD solution designed for cloud-native applications and Kubernetes environments, offering an alternative to Azure DevOps with GitOps principles for continuous delivery.",
-        "product_url": "https://jenkins-x.io/",
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-        "support_plan": "f",
-        "status": "t"
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-        "id": "472",
-        "product_name": "Google Anthos",
-        "product_description": "Google Anthos is a hybrid and multi-cloud platform that enables organizations to build, deploy, and manage applications across on-premises, Google Cloud, and other cloud environments seamlessly.",
-        "product_url": "https://cloud.google.com/anthos",
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-        "support_plan": "f",
-        "status": "t"
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-        "id": "473",
-        "product_name": "AWS Outposts",
-        "product_description": "AWS Outposts extends Amazon Web Services (AWS) infrastructure to on-premises locations, allowing organizations to run AWS services locally for a consistent hybrid cloud experience.",
-        "product_url": "https://aws.amazon.com/outposts/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
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-        "id": "474",
-        "product_name": "VMware Cloud Foundation",
-        "product_description": "VMware Cloud Foundation provides a unified platform for managing compute, storage, and networking across on-premises and cloud environments, facilitating hybrid cloud deployments.",
-        "product_url": "https://www.vmware.com/products/cloud-foundation.html",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "475",
-        "product_name": "Dell Technologies APEX Hybrid Cloud",
-        "product_description": "Dell Technologies APEX Hybrid Cloud simplifies the management of infrastructure across public and private clouds, providing a consistent hybrid cloud experience.",
-        "product_url": "https://www.delltechnologies.com/en-us/apex/index.htm",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
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-        "id": "476",
-        "product_name": "HPE GreenLake",
-        "product_description": "HPE GreenLake is a consumption-based IT service offering that enables organizations to deploy and manage on-premises infrastructure while maintaining flexibility and scalability.",
-        "product_url": "https://www.hpe.com/us/en/greenlake.html",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "477",
-        "product_name": "Cisco Intersight",
-        "product_description": "Cisco Intersight is a cloud-based infrastructure management platform that provides visibility and control over on-premises and cloud-based IT resources in a hybrid environment.",
-        "product_url": "https://intersight.com/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "478",
-        "product_name": "IBM Cloud Satellite",
-        "product_description": "IBM Cloud Satellite allows organizations to deploy and manage applications consistently across on-premises, edge locations, and multiple clouds using a secure and open platform.",
-        "product_url": "https://www.ibm.com/cloud/satellite",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "479",
-        "product_name": "Oracle Cloud at Customer",
-        "product_description": "Oracle Cloud at Customer brings Oracle Cloud services to an organization's data center, offering a fully managed cloud experience with the flexibility of on-premises deployment.",
-        "product_url": "https://www.oracle.com/cloud/cloud-at-customer/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "480",
-        "product_name": "VMware vSAN",
-        "product_description": "VMware vSAN is a hyperconverged infrastructure (HCI) solution that integrates compute and storage resources, providing a scalable and efficient platform for virtualized environments.",
-        "product_url": "https://www.vmware.com/products/vsan.html",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "481",
-        "product_name": "Nutanix Hyperconverged Infrastructure",
-        "product_description": "Nutanix HCI combines compute, storage, and virtualization resources into a single platform, simplifying data center operations and supporting hybrid cloud architectures.",
-        "product_url": "https://www.nutanix.com/hyperconverged-infrastructure",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "482",
-        "product_name": "Dell EMC VxRail",
-        "product_description": "VxRail is a jointly engineered HCI solution by Dell EMC and VMware, offering a seamless integration of compute, storage, and virtualization for a scalable and resilient infrastructure.",
-        "product_url": "https://www.dellemc.com/en-us/converged-infrastructure/vxrail/index.htm",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "483",
-        "product_name": "HPE SimpliVity",
-        "product_description": "HPE SimpliVity is an HCI solution that integrates compute, storage, and backup capabilities, streamlining IT operations and reducing the complexity of managing infrastructure.",
-        "product_url": "https://www.hpe.com/us/en/integrated-systems/simplivity.html",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "484",
-        "product_name": "Cisco HyperFlex",
-        "product_description": "Cisco HyperFlex is an HCI platform designed to deliver flexible and scalable computing resources, with integrated networking and management capabilities for modern data center environments.",
-        "product_url": "https://www.cisco.com/site/us/en/products/computing/hyperconverged-infrastructure/index.html",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "485",
-        "product_name": "Scale Computing HC3",
-        "product_description": "Scale Computing HC3 is an HCI solution built for simplicity and ease of use, providing organizations with a cost-effective and scalable infrastructure for virtualized workloads.",
-        "product_url": "https://www.scalecomputing.com/hc3",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "486",
-        "product_name": "Fujitsu PRIMEFLEX for Microsoft Azure Stack HCI",
-        "product_description": "PRIMEFLEX offers an HCI solution in collaboration with Microsoft Azure Stack HCI, delivering a reliable and integrated platform for virtualized applications and services.",
-        "product_url": "https://www.fujitsu.com/global/products/computing/integrated-systems/azure-stack-hci.html",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "487",
-        "product_name": "Lenovo ThinkAgile MX",
-        "product_description": "ThinkAgile MX is Lenovo's HCI solution that combines compute and storage resources with robust management tools, enabling organizations to deploy and manage workloads efficiently.",
-        "product_url": "https://www.lenovo.com/us/en/data-center/thinkagile",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "488",
-        "product_name": "Pivot3 Acuity",
-        "product_description": "Pivot3 Acuity is an HCI platform designed for enterprise environments, providing high-performance computing, storage, and advanced data services for mission-critical applications.",
-        "product_url": "https://www.pivot3.com/products/acuity/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "489",
-        "product_name": "Supermicro Ultra SuperServer",
-        "product_description": "Supermicro Ultra SuperServer offers a range of hyperconverged infrastructure solutions, leveraging Supermicro's server technology to deliver scalable and efficient HCI deployments.",
-        "product_url": "https://www.supermicro.com/en/products/ultra",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "490",
-        "product_name": "HPE GreenLake for Edge",
-        "product_description": "HPE GreenLake for Edge delivers a cloud-like experience for edge computing, allowing organizations to deploy and manage applications consistently across edge locations and data centers.",
-        "product_url": "https://www.hpe.com/us/en/solutions/edge.html",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "491",
-        "product_name": "Azure Stack Hub",
-        "product_description": "Azure Stack Hub is an extension of Azure that enables organizations to run Azure services on-premises, providing a consistent hybrid cloud experience with integrated management and services.",
-        "product_url": "https://azure.microsoft.com/en-us/products/azure-stack/hub",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "492",
-        "product_name": "OpenShift by Red Hat",
-        "product_description": "OpenShift is a Kubernetes-based container platform that offers developer and operational tools, providing a consistent and secure environment for deploying and managing applications across various infrastructures.",
-        "product_url": "https://www.openshift.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "493",
-        "product_name": "Anthos by Google Cloud",
-        "product_description": "Anthos extends Kubernetes and Google Cloud services to on-premises environments, offering a unified platform for managing applications across hybrid and multi-cloud environments.",
-        "product_url": "https://cloud.google.com/anthos",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "494",
-        "product_name": "Platform9",
-        "product_description": "Platform9 provides a managed Kubernetes service that enables organizations to deploy and operate Kubernetes clusters across on-premises, edge, and public cloud environments.",
-        "product_url": "https://platform9.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "495",
-        "product_name": "Mirantis Kubernetes Engine (MKE)",
-        "product_description": "Mirantis Kubernetes Engine is a pure Kubernetes distribution that offers simplicity and flexibility for deploying and managing containerized applications across diverse environments.",
-        "product_url": "https://www.mirantis.com/software/kubernetes/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "496",
-        "product_name": "SUSE Rancher",
-        "product_description": "SUSE Rancher is a Kubernetes management platform that supports multi-cluster management, delivering consistency in application deployment and operations across different infrastructure types.",
-        "product_url": "https://rancher.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "497",
-        "product_name": "Giant Swarm",
-        "product_description": "Giant Swarm is a Kubernetes infrastructure provider that simplifies the deployment and operation of containerized applications, fostering consistency and agility across various environments.",
-        "product_url": "https://giantswarm.io/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "498",
-        "product_name": "Docker Enterprise",
-        "product_description": "Docker Enterprise provides a Kubernetes-based container platform for building, deploying, and managing applications, with support for hybrid and multi-cloud deployments.",
-        "product_url": "https://www.docker.com/pricing/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "499",
-        "product_name": "Nutanix Karbon",
-        "product_description": "Nutanix Karbon is a Kubernetes-based container orchestration platform that integrates with Nutanix HCI, allowing organizations to deploy and manage containerized applications with simplicity and efficiency.",
-        "product_url": "https://www.nutanix.com/products/karbon",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "500",
-        "product_name": "JumpCloud",
-        "product_description": "JumpCloud offers a cloud-based directory service that provides secure identity and access management, serving as an alternative to Microsoft Entra Domain Services for cross-platform environments.",
-        "product_url": "https://jumpcloud.com/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "501",
-        "product_name": "Okta",
-        "product_description": "Okta is an identity and access management platform that enables organizations to manage user authentication and authorization across various applications and services, offering an alternative to traditional domain services.",
-        "product_url": "https://www.okta.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "502",
-        "product_name": "Centrify",
-        "product_description": "Centrify provides identity services, including privileged access management and single sign-on, offering an alternative solution for organizations seeking secure identity management without relying solely on domain services.",
-        "product_url": "https://delinea.com/centrify",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "503",
-        "product_name": "OneLogin",
-        "product_description": "OneLogin is a cloud-based identity and access management platform that helps organizations streamline user authentication and authorization processes, serving as an alternative to traditional domain services.",
-        "product_url": "https://www.onelogin.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "504",
-        "product_name": "AWS Directory Service",
-        "product_description": "Amazon Web Services (AWS) Directory Service offers managed directory services for AWS environments, providing an alternative to Entra Domain Services for organizations leveraging AWS infrastructure.",
-        "product_url": "https://aws.amazon.com/directoryservice/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "505",
-        "product_name": "Ping Identity",
-        "product_description": "Ping Identity offers identity solutions, including single sign-on and multi-factor authentication, providing an alternative to traditional domain services for managing user identities securely.",
-        "product_url": "https://www.pingidentity.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "506",
-        "product_name": "Google Cloud Identity",
-        "product_description": "Google Cloud Identity is a cloud-based identity and access management service that helps organizations manage user authentication and authorization across various cloud and on-premises applications.",
-        "product_url": "https://cloud.google.com/identity",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "507",
-        "product_name": "Centos Directory Server",
-        "product_description": "CentOS Directory Server is an open-source directory server that provides LDAP-based identity services, offering an alternative for organizations looking for open-source alternatives to Microsoft Entra Domain Services.",
-        "product_url": "https://directory.fedoraproject.org/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "508",
-        "product_name": "FreeIPA",
-        "product_description": "FreeIPA is an open-source identity management solution that integrates LDAP, Kerberos, and DNS, providing a comprehensive alternative for organizations seeking open-source domain services.",
-        "product_url": "https://www.freeipa.org/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "509",
-        "product_name": "Auth0",
-        "product_description": "Auth0 is an identity platform that offers authentication and authorization services for web and mobile applications, serving as an alternative for organizations focusing on modern, cloud-based identity solutions.",
-        "product_url": "https://auth0.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "510",
-        "product_name": "Okta Customer Identity",
-        "product_description": "Okta's Customer Identity platform provides secure customer authentication and authorization, offering an alternative to Microsoft Entra ID B2C for organizations managing customer identities in the digital space.",
-        "product_url": "https://www.okta.com/customer-identity/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "511",
-        "product_name": "ForgeRock Identity Gateway",
-        "product_description": "ForgeRock offers an Identity Gateway that enables secure access management and customer identity solutions, serving as an alternative for organizations seeking flexibility and scalability in identity management.",
-        "product_url": "https://www.forgerock.com/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "512",
-        "product_name": "Ping Identity Customer Identity and Access Management (CIAM)",
-        "product_description": "Ping Identity's CIAM platform focuses on secure customer identity management, offering features like single sign-on and multi-factor authentication as an alternative to Entra ID B2C.",
-        "product_url": "https://www.pingidentity.com/en/resources/blog/post/what-is-customer-identity-and-access-management-ciam.html",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "513",
-        "product_name": "Gigya (now SAP Customer Data Cloud)",
-        "product_description": "SAP's Customer Data Cloud (formerly Gigya) provides customer identity and access management solutions, offering alternatives for organizations looking to streamline user authentication and authorization processes.",
-        "product_url": "https://www.sap.com/products/customer-data-cloud.html",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "514",
-        "product_name": "Janrain",
-        "product_description": "Janrain, now part of Akamai Identity Cloud, offers customer identity and access management services, providing an alternative for organizations focusing on delivering personalized and secure user experiences.",
-        "product_url": "https://www.drupal.org/janrain",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "515",
-        "product_name": "AWS Cognito",
-        "product_description": "Amazon Web Services (AWS) Cognito is a cloud-based identity service designed for mobile and web applications, serving as an alternative for organizations looking for scalable customer identity solutions.",
-        "product_url": "https://aws.amazon.com/cognito/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "516",
-        "product_name": "Stormpath (now Okta)",
-        "product_description": "Stormpath, acquired by Okta, was known for its identity management services for developers, offering an alternative for organizations with a developer-centric approach to customer identity.",
-        "product_url": "https://www.okta.com/blog/2017/03/stormpath-welcome-to-Okta/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "517",
-        "product_name": "LoginRadius",
-        "product_description": "LoginRadius provides a customer identity platform with features like single sign-on, social login, and consent management, offering an alternative for organizations prioritizing customer engagement and data privacy.",
-        "product_url": "https://www.loginradius.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "518",
-        "product_name": "FusionAuth",
-        "product_description": "FusionAuth is an open-source identity and access management platform that includes customer identity features, providing an alternative for organizations looking for customizable and extensible identity solutions.",
-        "product_url": "https://fusionauth.io/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "519",
-        "product_name": "AWS Identity and Access Management (IAM)",
-        "product_description": "AWS IAM is a robust identity management service offering secure and fine-grained access controls for AWS resources, providing an alternative to Azure Managed Identities for Azure resources.",
-        "product_url": "https://aws.amazon.com/iam/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "520",
-        "product_name": "Google Cloud Identity and Access Management (IAM)",
-        "product_description": "Google Cloud IAM provides identity and access management capabilities for Google Cloud resources, offering an alternative solution for organizations leveraging Google Cloud Platform.",
-        "product_url": "https://cloud.google.com/iam",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "521",
-        "product_name": "Okta Identity Cloud",
-        "product_description": "Okta's Identity Cloud offers comprehensive identity and access management solutions, including Single Sign-On (SSO) and Multi-Factor Authentication (MFA), serving as an alternative for Azure Managed Identities.",
-        "product_url": "https://www.okta.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "522",
-        "product_name": "ForgeRock Identity Platform",
-        "product_description": "ForgeRock offers a comprehensive identity platform with capabilities for authentication, authorization, and identity management, providing an alternative solution for managing access to diverse resources.",
-        "product_url": "https://www.forgerock.com/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "523",
-        "product_name": "Keycloak",
-        "product_description": "Keycloak is an open-source identity and access management solution, offering features like Single Sign-On and User Federation, providing an alternative for organizations with preference for open-source solutions.",
-        "product_url": "https://www.keycloak.org/",
-        "open_source": "t",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "524",
-        "product_name": "Centrify Identity Service",
-        "product_description": "Centrify's Identity Service delivers secure access management, Single Sign-On, and Multi-Factor Authentication, serving as an alternative for organizations managing access to diverse resources.",
-        "product_url": "N/A",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "525",
-        "product_name": "IBM Cloud Identity and Access Management",
-        "product_description": "IBM Cloud IAM provides identity and access management services for IBM Cloud resources, offering an alternative solution for organizations with a presence on IBM Cloud.",
-        "product_url": "https://www.ibm.com/cloud/identity-access-management",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "526",
-        "product_name": "Apigee",
-        "product_description": "Apigee is a comprehensive API management platform by Google Cloud, offering robust tools for designing, deploying, and managing APIs with analytics and security features.",
-        "product_url": "https://cloud.google.com/apigee",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "527",
-        "product_name": "AWS API Gateway",
-        "product_description": "Amazon API Gateway is a fully managed API Gateway service on AWS, facilitating the creation, deployment, and management of APIs with features like caching and throttling.",
-        "product_url": "https://aws.amazon.com/api-gateway/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "528",
-        "product_name": "IBM API Connect",
-        "product_description": "IBM API Connect is a complete API management solution that enables organizations to create, manage, and secure APIs, ensuring efficient API lifecycle management.",
-        "product_url": "https://www.ibm.com/cloud/api-connect",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "529",
-        "product_name": "Kong",
-        "product_description": "Kong is an open-source, scalable, and flexible API management solution that provides features such as traffic control, security, and analytics for APIs.",
-        "product_url": "https://konghq.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "530",
-        "product_name": "WSO2 API Manager",
-        "product_description": "WSO2 API Manager is an open-source API management platform that offers a comprehensive set of tools for creating, publishing, and managing APIs securely.",
-        "product_url": "https://wso2.com/api-management/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "531",
-        "product_name": "MuleSoft Anypoint Platform",
-        "product_description": "MuleSoft's Anypoint Platform provides API management and integration capabilities, allowing organizations to design, build, and manage APIs and integrations.",
-        "product_url": "https://anypoint.mulesoft.com/home/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "532",
-        "product_name": "Red Hat 3scale API Management",
-        "product_description": "3scale is a scalable API management solution by Red Hat, offering features like rate limiting, access control, and analytics to optimize API performance.",
-        "product_url": "https://www.redhat.com/en/technologies/jboss-middleware/3scale",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "533",
-        "product_name": "Akana API Platform",
-        "product_description": "Akana API Platform provides end-to-end API management, including design, security, and analytics, enabling organizations to create and manage APIs effectively.",
-        "product_url": "https://www.akana.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "534",
-        "product_name": "Postman",
-        "product_description": "Postman is an API development environment that includes a feature-rich API management platform, making it easier for developers to design, test, and monitor APIs.",
-        "product_url": "https://www.postman.com/",
-        "open_source": "t",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "535",
-        "product_name": "Dell Boomi API Management",
-        "product_description": "Dell Boomi API Management is part of the Boomi integration platform, offering capabilities for designing, deploying, and monitoring APIs in a hybrid IT environment.",
-        "product_url": "https://boomi.com/products/api-management/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "536",
-        "product_name": "Twilio",
-        "product_description": "Twilio is a cloud communications platform that provides APIs for messaging, voice, video, and authentication, allowing developers to embed communication capabilities into applications.",
-        "product_url": "https://www.twilio.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "537",
-        "product_name": "Nexmo, the Vonage API Platform",
-        "product_description": "Nexmo, now part of Vonage, offers APIs for SMS, voice, phone verifications, and more, enabling developers to integrate communication features into their applications.",
-        "product_url": "https://www.vonage.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "538",
-        "product_name": "Plivo",
-        "product_description": "Plivo is a cloud communications platform providing APIs for voice and SMS, allowing developers to build scalable and reliable communication applications.",
-        "product_url": "https://www.plivo.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "539",
-        "product_name": "Bandwidth",
-        "product_description": "Bandwidth offers a suite of communication APIs for voice, messaging, and emergency services, enabling developers to create communication solutions with high-quality connections.",
-        "product_url": "https://www.bandwidth.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "540",
-        "product_name": "Sinch",
-        "product_description": "Sinch provides cloud-based communication APIs for messaging, voice, and video, empowering developers to add real-time communication features to their applications.",
-        "product_url": "https://www.sinch.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "541",
-        "product_name": "Agora",
-        "product_description": "Agora is a real-time engagement platform with APIs for voice, video, and live interactive broadcasting, supporting developers in building immersive communication experiences.",
-        "product_url": "https://www.agora.io/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "542",
-        "product_name": "TokBox (now Vonage Video API)",
-        "product_description": "TokBox, acquired by Vonage, provides the Video API for embedding real-time video communication into applications, supporting features like chat and screen sharing.",
-        "product_url": "https://www.vonage.com/communications-apis/video/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "543",
-        "product_name": "SendBird",
-        "product_description": "SendBird offers chat API and messaging SDKs for embedding chat and messaging features into applications, facilitating real-time communication between users.",
-        "product_url": "https://sendbird.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "544",
-        "product_name": "Voximplant",
-        "product_description": "Voximplant provides cloud-based communication APIs for voice and video, enabling developers to build scalable and customizable communication applications.",
-        "product_url": "https://voximplant.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "545",
-        "product_name": "Pusher Channels",
-        "product_description": "Pusher Channels offers real-time communication APIs for building scalable and interactive features like chat, notifications, and collaboration in applications.",
-        "product_url": "https://pusher.com/channels",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "546",
-        "product_name": "AWS EventBridge",
-        "product_description": "Amazon EventBridge is a serverless event bus service that simplifies the building of event-driven applications by connecting different services using events.",
-        "product_url": "https://aws.amazon.com/eventbridge/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "547",
-        "product_name": "Apache Kafka",
-        "product_description": "Apache Kafka is an open-source event streaming platform that enables high-throughput, fault-tolerant, and scalable event-driven architectures.",
-        "product_url": "https://kafka.apache.org/",
-        "open_source": "t",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "548",
-        "product_name": "Google Cloud Pub/Sub",
-        "product_description": "Google Cloud Pub/Sub is a messaging service that allows developers to build scalable and flexible event-driven systems for their applications.",
-        "product_url": "https://cloud.google.com/pubsub",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "549",
-        "product_name": "RabbitMQ",
-        "product_description": "RabbitMQ is an open-source message broker software that facilitates communication between distributed systems using the Advanced Message Queuing Protocol (AMQP).",
-        "product_url": "https://www.rabbitmq.com/",
-        "open_source": "t",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "550",
-        "product_name": "IBM Event Streams",
-        "product_description": "IBM Event Streams is a fully managed Apache Kafka service on the IBM Cloud, providing event-driven architecture capabilities for applications.",
-        "product_url": "https://www.ibm.com/cloud/event-streams",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "551",
-        "product_name": "Azure Service Bus",
-        "product_description": "Azure Service Bus is a fully managed message broker service in Microsoft Azure, supporting reliable and scalable event-driven communication.",
-        "product_url": "https://azure.microsoft.com/en-us/services/service-bus/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "552",
-        "product_name": "NATS",
-        "product_description": "NATS is a lightweight and high-performance messaging system that simplifies the creation of scalable and distributed event-driven architectures.",
-        "product_url": "https://nats.io/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "553",
-        "product_name": "AWS Step Functions",
-        "product_description": "AWS Step Functions is a serverless function orchestration service that allows developers to build workflows and coordinate multiple services based on events.",
-        "product_url": "https://aws.amazon.com/step-functions/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "554",
-        "product_name": "Pivotal RabbitMQ",
-        "product_description": "Pivotal RabbitMQ, based on the open-source RabbitMQ project, offers a robust message broker for building scalable and distributed systems.",
-        "product_url": "https://pivotal.io/rabbitmq",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "555",
-        "product_name": "Solace PubSub+",
-        "product_description": "Solace PubSub+ is an advanced event broker that supports various messaging patterns and facilitates the creation of real-time event-driven applications.",
-        "product_url": "https://solace.com/products/platform/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "556",
-        "product_name": "Amazon CloudWatch Events",
-        "product_description": "Amazon CloudWatch Events is a fully managed event service on AWS that enables users to respond to system changes, operational activities, and custom events.",
-        "product_url": "https://aws.amazon.com/cloudwatch/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "557",
-        "product_name": "Google Cloud Pub/Sub Subscriptions",
-        "product_description": "Google Cloud Pub/Sub allows users to create subscriptions to topics, enabling efficient and reliable messaging between various components of a distributed system.",
-        "product_url": "https://cloud.google.com/pubsub/docs/subscriber",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "558",
-        "product_name": "RabbitMQ Exchanges and Queues",
-        "product_description": "RabbitMQ, an open-source message broker, provides exchanges and queues as components to manage and route messages between producers and consumers in a scalable manner.",
-        "product_url": "https://www.rabbitmq.com/getstarted.html",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "559",
-        "product_name": "Apache Kafka Consumer Groups",
-        "product_description": "Apache Kafka allows the creation of consumer groups, enabling parallel processing and load balancing of messages within a topic in a distributed event-driven system.",
-        "product_url": "https://kafka.apache.org/documentation/#consumer",
-        "open_source": "t",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "560",
-        "product_name": "IBM Event Streams Consumers",
-        "product_description": "IBM Event Streams provides consumer groups and subscriptions for managing the consumption of events within an Apache Kafka-based event streaming platform.",
-        "product_url": "https://www.ibm.com/products/event-streams",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "561",
-        "product_name": "Azure Service Bus Subscriptions",
-        "product_description": "Azure Service Bus supports subscriptions, allowing users to filter and route messages to different subscribers based on defined criteria, facilitating efficient event-driven communication.",
-        "product_url": "https://docs.microsoft.com/en-us/azure/service-bus-messaging/service-bus-dotnet-get-started-with-queues",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "562",
-        "product_name": "NATS Queue Groups",
-        "product_description": "NATS provides queue groups as a mechanism for load balancing and distributing messages among multiple subscribers in a lightweight and high-performance messaging system.",
-        "product_url": "https://docs.nats.io/nats-concepts/queue",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "563",
-        "product_name": "AWS Step Functions State Machines",
-        "product_description": "AWS Step Functions utilizes state machines to define workflows and coordinate the execution of tasks in response to events, providing a serverless orchestration solution.",
-        "product_url": "https://docs.aws.amazon.com/step-functions/latest/dg/welcome.html",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "564",
-        "product_name": "Pivotal RabbitMQ Exchanges and Queues",
-        "product_description": "Pivotal RabbitMQ, based on RabbitMQ, offers exchanges and queues to manage the routing and distribution of messages in a flexible and scalable manner.",
-        "product_url": "https://www.rabbitmq.com/getstarted.html",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "565",
-        "product_name": "Solace PubSub+ Queues and Topics",
-        "product_description": "Solace PubSub+ supports queues and topics for organizing and delivering messages in real-time, making it suitable for building event-driven applications with various messaging patterns.",
-        "product_url": "N/A",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "566",
-        "product_name": "Amazon Simple Notification Service (SNS) Topics",
-        "product_description": "Amazon SNS provides topics for scalable and flexible publish-subscribe messaging, allowing distributed components to communicate and coordinate in the AWS cloud.",
-        "product_url": "https://aws.amazon.com/sns/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "567",
-        "product_name": "Google Cloud Pub/Sub Topics",
-        "product_description": "Google Cloud Pub/Sub offers topics as a foundational component for building event-driven systems, facilitating seamless communication between various services in the Google Cloud Platform.",
-        "product_url": "https://cloud.google.com/pubsub/docs/publisher",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "568",
-        "product_name": "RabbitMQ Topic Exchanges",
-        "product_description": "RabbitMQ supports topic exchanges, enabling sophisticated routing of messages based on pattern matching, making it a versatile choice for event-driven architectures.",
-        "product_url": "https://www.rabbitmq.com/tutorials/tutorial-five-python.html",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "569",
-        "product_name": "Apache Kafka Topics",
-        "product_description": "Apache Kafka uses topics to organize and categorize streams of events, providing a fault-tolerant and distributed messaging system for real-time data processing.",
-        "product_url": "https://kafka.apache.org/documentation/#intro_topics",
-        "open_source": "t",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "570",
-        "product_name": "IBM Event Streams Topics",
-        "product_description": "IBM Event Streams, built on Apache Kafka, leverages topics to organize and manage event streams, ensuring reliable and scalable communication in event-driven applications.",
-        "product_url": "https://developer.ibm.com/articles/event-streams-fundamentals/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "571",
-        "product_name": "Azure Service Bus Topics",
-        "product_description": "Azure Service Bus offers topics as a key component for pub-sub messaging, allowing decoupling of publishers and subscribers in a scalable and reliable manner.",
-        "product_url": "https://learn.microsoft.com/en-us/azure/service-bus-messaging/service-bus-queues-topics-subscriptions",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "572",
-        "product_name": "NATS Subjects",
-        "product_description": "NATS utilizes subjects for lightweight and high-performance messaging, providing a simple and efficient way to organize and distribute messages in event-driven architectures.",
-        "product_url": "https://docs.nats.io/nats-concepts/subjects",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "573",
-        "product_name": "AWS Simple Queue Service (SQS) Queues",
-        "product_description": "While SQS is primarily a queue service, it can be used with topics in the publish-subscribe model, offering flexibility for different messaging patterns in AWS.",
-        "product_url": "https://aws.amazon.com/sqs/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "574",
-        "product_name": "Pivotal RabbitMQ Topic Exchanges",
-        "product_description": "Pivotal RabbitMQ, an open-source message broker, supports topic exchanges, enabling the distribution of messages based on routing keys and patterns.",
-        "product_url": "https://www.rabbitmq.com/tutorials/tutorial-five-python.html",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "575",
-        "product_name": "Solace PubSub+ Topics",
-        "product_description": "Solace PubSub+ leverages topics to organize and manage message distribution in real-time, providing a versatile and scalable messaging solution for event-driven applications.",
-        "product_url": "https://docs.solace.com/Messaging/Topic-Architecture-Best-Practices.htm",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "576",
-        "product_name": "Amazon Kinesis",
-        "product_description": "Amazon Kinesis is a cloud-based platform that includes services like Kinesis Streams, providing an alternative for ingesting and processing real-time data at scale.",
-        "product_url": "https://aws.amazon.com/kinesis/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "577",
-        "product_name": "NATS Streaming",
-        "product_description": "NATS Streaming builds on the NATS messaging system, providing a durable and high-performance alternative for building distributed and fault-tolerant event-driven applications.",
-        "product_url": "https://github.com/nats-io/nats-streaming-server",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "578",
-        "product_name": "AWS Managed Streaming for Apache Kafka (MSK)",
-        "product_description": "AWS MSK is a fully managed Kafka service, serving as an alternative to Azure Event Hubs, with features for seamless event streaming in AWS environments.",
-        "product_url": "https://aws.amazon.com/msk/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "579",
-        "product_name": "Pulsar",
-        "product_description": "Apache Pulsar is a distributed messaging and event streaming platform, serving as an alternative to Azure Event Hubs with features for scalability and multi-tenancy.",
-        "product_url": "https://pulsar.apache.org/",
-        "open_source": "t",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "580",
-        "product_name": "ActiveMQ Artemis",
-        "product_description": "ActiveMQ Artemis is an open-source messaging broker that provides an alternative to Azure Event Hubs, offering support for high-performance, reliable messaging in distributed systems.",
-        "product_url": "https://activemq.apache.org/artemis/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "581",
-        "product_name": "RabbitMQ Clusters",
-        "product_description": "RabbitMQ, an open-source message broker, provides a flexible and extensible alternative for building clustered messaging solutions, supporting high-throughput messaging with reliability.",
-        "product_url": "https://www.rabbitmq.com/clustering.html",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "582",
-        "product_name": "Amazon Kinesis Data Streams",
-        "product_description": "Amazon Kinesis Data Streams is a cloud-based platform that includes services like Kinesis Streams, providing an alternative for ingesting and processing real-time data at scale with cluster capabilities.",
-        "product_url": "https://aws.amazon.com/kinesis/data-streams/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "583",
-        "product_name": "NATS Streaming Clusters",
-        "product_description": "NATS Streaming builds on the NATS messaging system, providing a durable and high-performance alternative for building distributed and fault-tolerant event-driven applications with clustering capabilities.",
-        "product_url": "https://docs.nats.io/running-a-nats-service/configuration/clustering",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "584",
-        "product_name": "Solace PubSub+ Clusters",
-        "product_description": "Solace PubSub+ is a versatile messaging platform offering an alternative for event-driven architectures, supporting real-time communication with clustering capabilities for high availability.",
-        "product_url": "https://docs.nats.io/running-a-nats-service/configuration/clustering",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "585",
-        "product_name": "Pulsar Clusters",
-        "product_description": "Apache Pulsar is a distributed messaging and event streaming platform, serving as an alternative to Azure Event Hubs Clusters with features for clustering, scalability, and multi-tenancy.",
-        "product_url": "https://pulsar.apache.org/docs/2.11.x/admin-api-clusters/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "586",
-        "product_name": "ActiveMQ Artemis Clusters",
-        "product_description": "ActiveMQ Artemis is an open-source messaging broker that provides an alternative to Azure Event Hubs Clusters, offering support for high-performance, reliable messaging in clustered environments.",
-        "product_url": "https://activemq.apache.org/artemis/docs/latest/clusters.html",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "587",
-        "product_name": "Zapier",
-        "product_description": "Zapier is a popular integration platform that automates workflows between different applications, serving as an alternative to Azure Logic Apps for connecting and automating tasks across various services.",
-        "product_url": "https://zapier.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "588",
-        "product_name": "Workato",
-        "product_description": "Workato is an intelligent automation platform that integrates applications and automates business processes, providing an alternative to Azure Logic Apps for creating seamless workflows with AI-powered capabilities.",
-        "product_url": "https://www.workato.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "589",
-        "product_name": "Dell Boomi",
-        "product_description": "Dell Boomi is a cloud-based integration platform that offers an alternative to Azure Logic Apps, enabling organizations to connect applications and automate workflows for improved data management and collaboration.",
-        "product_url": "https://boomi.com/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "590",
-        "product_name": "Integromat",
-        "product_description": "Integromat is an automation platform that connects apps, services, and devices, making it an alternative to Azure Logic Apps for building automated workflows with a visual editor and extensive app integrations.",
-        "product_url": "https://www.integromat.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "591",
-        "product_name": "Tray.io",
-        "product_description": "Tray.io is an automation platform that allows users to design custom workflows for data integration and automation, providing an alternative to Azure Logic Apps with a focus on flexibility and customization.",
-        "product_url": "https://tray.io/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "592",
-        "product_name": "Jitterbit Harmony",
-        "product_description": "Jitterbit Harmony is an API integration platform that connects applications, data, and devices, serving as an alternative to Azure Logic Apps for orchestrating integrations across diverse systems.",
-        "product_url": "https://www.jitterbit.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "593",
-        "product_name": "SnapLogic",
-        "product_description": "SnapLogic is an integration platform as a service (iPaaS) that offers an alternative to Azure Logic Apps, enabling organizations to connect applications and data sources for streamlined data integration and workflow automation.",
-        "product_url": "https://www.snaplogic.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "594",
-        "product_name": "OneSignal",
-        "product_description": "OneSignal is a push notification service that enables developers to send targeted messages, serving as an alternative to Azure Notification Hubs for reaching users across multiple platforms with personalized notifications.",
-        "product_url": "https://onesignal.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "595",
-        "product_name": "Firebase Cloud Messaging (FCM)",
-        "product_description": "FCM is a cross-platform messaging solution by Google, offering an alternative to Azure Notification Hubs for sending push notifications to mobile devices and web applications with ease.",
-        "product_url": "https://firebase.google.com/docs/cloud-messaging",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "596",
-        "product_name": "Pusher Beams",
-        "product_description": "Pusher Beams is a push notification API that simplifies real-time communication, providing an alternative to Azure Notification Hubs for seamlessly integrating push notifications into applications.",
-        "product_url": "https://pusher.com/beams",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "597",
-        "product_name": "Pushy",
-        "product_description": "Pushy is a reliable push notification service for mobile and web applications, serving as an alternative to Azure Notification Hubs with features like background push and high deliverability.",
-        "product_url": "https://pushy.me/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "598",
-        "product_name": "Airship",
-        "product_description": "Airship is a customer engagement platform that includes push notifications, offering an alternative to Azure Notification Hubs for delivering targeted messages and notifications to users.",
-        "product_url": "https://www.airship.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "599",
-        "product_name": "Twilio Notify",
-        "product_description": "Twilio Notify is a messaging API that supports SMS, push notifications, and more, making it an alternative to Azure Notification Hubs for building multi-channel communication solutions.",
-        "product_url": "https://www.twilio.com/notify",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "600",
-        "product_name": "IBM Cloud Push Notifications",
-        "product_description": "IBM Cloud Push Notifications is a service that simplifies push notification management, providing an alternative to Azure Notification Hubs for engaging users across various platforms.",
-        "product_url": "https://cloud.ibm.com/docs/CloudNotifications",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "601",
-        "product_name": "PushBots",
-        "product_description": "PushBots is a push notification service designed for mobile applications, offering an alternative to Azure Notification Hubs with features such as segmentation and personalized messaging.",
-        "product_url": "https://pushbots.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "602",
-        "product_name": "Batch",
-        "product_description": "Batch is a push notification service that helps developers engage users effectively, serving as an alternative to Azure Notification Hubs with features like automated messaging campaigns.",
-        "product_url": "https://batch.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "603",
-        "product_name": "Catapush",
-        "product_description": "Catapush is a push notification solution with a focus on real-time communication, providing an alternative to Azure Notification Hubs for delivering messages to mobile and web applications instantly.",
-        "product_url": "https://www.catapush.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "604",
-        "product_name": "Google Cloud AppSheet",
-        "product_description": "No-code platform for app development. AppSheet empowers users to create customized applications without extensive coding, facilitating rapid development.",
-        "product_url": "https://www.appsheet.com/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "605",
-        "product_name": "OutSystems",
-        "product_description": "Low-code development platform allowing the creation of scalable applications with minimal manual coding, streamlining enterprise-grade app development.",
-        "product_url": "https://www.outsystems.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "606",
-        "product_name": "Mendix",
-        "product_description": "Rapidly develop applications with Mendix, a low-code platform that leverages visual modeling for efficient and customizable enterprise-grade solutions.",
-        "product_url": "https://www.mendix.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "607",
-        "product_name": "Salesforce Lightning Platform",
-        "product_description": "A low-code solution enabling users to build applications and workflows seamlessly through clicks instead of manual coding.",
-        "product_url": "https://www.salesforce.com/ap/products/platform/app-dev/lightning-platform/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "608",
-        "product_name": "Appian",
-        "product_description": "Appian is a low-code automation platform facilitating the development of robust applications and workflows for businesses.",
-        "product_url": "https://www.appian.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "609",
-        "product_name": "Quick Base",
-        "product_description": "No-code platform for app development, Quick Base enables users to create applications without extensive coding, fostering rapid and efficient development.",
-        "product_url": "https://www.quickbase.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "610",
-        "product_name": "PowerApps",
-        "product_description": "Microsoft PowerApps is a low-code platform allowing users to create custom apps with ease, enhancing business processes and data-driven solutions.",
-        "product_url": "https://powerapps.microsoft.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "611",
-        "product_name": "Kissflow",
-        "product_description": "Kissflow is a no-code platform for building workflows and business applications, offering flexibility and customization without extensive coding requirements.",
-        "product_url": "https://kissflow.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "612",
-        "product_name": "Nintex",
-        "product_description": "Nintex is a workflow automation platform that simplifies processes through low-code solutions, allowing for efficient automation of business processes.",
-        "product_url": "https://www.nintex.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "613",
-        "product_name": "Zoho Creator",
-        "product_description": "Zoho Creator is a low-code platform for app development, empowering users to build customized applications and automate workflows seamlessly.",
-        "product_url": "https://www.zoho.com/creator/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "614",
-        "product_name": "AWS App Runner",
-        "product_description": "A fully managed service for deploying, managing, and scaling containerized applications effortlessly, reducing the complexity of deployment processes.",
-        "product_url": "https://aws.amazon.com/apprunner/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "615",
-        "product_name": "IBM Cloud Code Engine",
-        "product_description": "An event-driven, serverless computing service that automates the deployment and scaling of containerized applications, ensuring efficiency and flexibility.",
-        "product_url": "https://cloud.ibm.com/docs/codeengine",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "616",
-        "product_name": "Google Cloud Run",
-        "product_description": "A fully managed compute platform for deploying containerized applications, providing auto-scaling, ease of use, and serverless capabilities.",
-        "product_url": "https://cloud.google.com/run",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "617",
-        "product_name": "Azure Kubernetes Service (AKS)",
-        "product_description": "An Azure service for deploying, managing, and scaling containerized applications using Kubernetes, offering flexibility and robust orchestration features.",
-        "product_url": "https://azure.microsoft.com/en-us/services/kubernetes-service/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "618",
-        "product_name": "Docker Swarm",
-        "product_description": "A native clustering and orchestration solution for Docker, simplifying the deployment and scaling of containerized applications across a cluster of machines.",
-        "product_url": "https://docs.docker.com/engine/swarm/",
-        "open_source": "t",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "619",
-        "product_name": "Red Hat OpenShift",
-        "product_description": "An enterprise Kubernetes platform that automates the deployment, scaling, and management of containerized applications, offering an extensive developer and operator experience.",
-        "product_url": "https://www.openshift.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "620",
-        "product_name": "Rancher",
-        "product_description": "An open-source platform for managing Kubernetes at scale, providing a user-friendly interface for deploying and orchestrating containerized applications.",
-        "product_url": "https://rancher.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "621",
-        "product_name": "Amazon ECS (Elastic Container Service)",
-        "product_description": "A fully managed container orchestration service that simplifies the deployment and management of containerized applications on AWS.",
-        "product_url": "https://aws.amazon.com/ecs/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "622",
-        "product_name": "Knative",
-        "product_description": "An open-source serverless platform for Kubernetes that automates the scaling and deployment of containerized applications, optimizing resource utilization.",
-        "product_url": "https://knative.dev/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "623",
-        "product_name": "HashiCorp Nomad",
-        "product_description": "A flexible and easy-to-use orchestration platform for deploying and managing containerized and non-containerized applications at scale.",
-        "product_url": "https://www.nomadproject.io/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "624",
-        "product_name": "AWS Simple Queue Service (SQS)",
-        "product_description": "A fully managed message queuing service that enables decoupling of components in a distributed system, ensuring reliable message delivery.",
-        "product_url": "https://aws.amazon.com/sqs/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "625",
-        "product_name": "IBM MQ",
-        "product_description": "A robust messaging middleware that facilitates communication between diverse applications and systems, ensuring reliable and secure message exchange.",
-        "product_url": "https://www.ibm.com/cloud/mq",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "626",
-        "product_name": "ActiveMQ",
-        "product_description": "An open-source message broker that supports various messaging protocols, offering features for building scalable and reliable messaging systems.",
-        "product_url": "https://activemq.apache.org/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "627",
-        "product_name": "ZeroMQ",
-        "product_description": "A lightweight messaging library that facilitates communication between applications, providing flexibility and efficiency in message patterns.",
-        "product_url": "http://zeromq.org/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "628",
-        "product_name": "RocketMQ",
-        "product_description": "An open-source distributed messaging and streaming platform that supports high-throughput, low-latency messaging in cloud environments.",
-        "product_url": "https://rocketmq.apache.org/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "629",
-        "product_name": "AWS IoT Core",
-        "product_description": "A fully managed service that facilitates secure and scalable communication between Internet of Things (IoT) devices and the cloud, enabling seamless device management and data processing.",
-        "product_url": "https://aws.amazon.com/iot-core/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "630",
-        "product_name": "Google Cloud IoT Core",
-        "product_description": "A cloud-based IoT solution that provides device management, real-time data processing, and seamless integration with other Google Cloud services for building robust and scalable IoT applications.",
-        "product_url": "https://cloud.google.com/iot-core",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "631",
-        "product_name": "ThingSpeak",
-        "product_description": "An IoT analytics platform that allows users to collect, analyze, and visualize data from IoT devices, providing a scalable and flexible solution for building IoT applications.",
-        "product_url": "https://thingspeak.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "632",
-        "product_name": "Particle",
-        "product_description": "An IoT platform that offers device connectivity, cloud infrastructure, and tools for building and managing IoT applications, facilitating rapid prototyping and deployment.",
-        "product_url": "https://www.particle.io/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "633",
-        "product_name": "Cayenne by myDevices",
-        "product_description": "An IoT project builder that allows users to create IoT applications with drag-and-drop functionality, making it accessible for both beginners and experienced developers.",
-        "product_url": "https://mydevices.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "634",
-        "product_name": "Bosch IoT Suite",
-        "product_description": "An end-to-end IoT platform that provides services for device management, data processing, and application development, ensuring secure and efficient IoT deployments.",
-        "product_url": "https://www.bosch-iot-suite.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "635",
-        "product_name": "Azure Digital Twins",
-        "product_description": "A comprehensive IoT platform that allows users to create digital representations of physical environments, enabling simulation, monitoring, and analysis for IoT solutions in various industries.",
-        "product_url": "https://azure.microsoft.com/en-us/services/digital-twins/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "636",
-        "product_name": "Oracle IoT Cloud Service",
-        "product_description": "A cloud-based platform that provides device connectivity, data storage, and analytics services, facilitating the development of scalable and secure IoT applications.",
-        "product_url": "https://www.oracle.com/internet-of-things/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "637",
-        "product_name": "AWS IoT Device Management",
-        "product_description": "A fully managed service by Amazon Web Services for registering, organizing, and managing IoT devices at scale, providing secure and efficient device onboarding.",
-        "product_url": "https://aws.amazon.com/iot-device-management/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "638",
-        "product_name": "Google Cloud IoT Device Manager",
-        "product_description": "Part of the Google Cloud IoT suite, this service offers device lifecycle management, allowing seamless provisioning, updating, and decommissioning of IoT devices.",
-        "product_url": "https://cloud.google.com/iot-core",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "639",
-        "product_name": "IBM Watson IoT Device Management",
-        "product_description": "A module within the IBM Watson IoT Platform, providing capabilities for registering, authenticating, and managing the lifecycle of devices, ensuring secure and reliable connectivity.",
-        "product_url": "https://www.ibm.com/cloud/internet-of-things/iot-platform/device-management",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "640",
-        "product_name": "Particle Device Cloud",
-        "product_description": "Particle's cloud-based device management platform that simplifies the deployment and management of IoT devices, with features for secure device provisioning and firmware updates.",
-        "product_url": "https://www.particle.io/platform/particle-cloud/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "641",
-        "product_name": "Losant Edge Compute",
-        "product_description": "Losant's solution for edge computing, enabling device provisioning, data processing, and local decision-making at the edge of the IoT network for improved efficiency and reduced latency.",
-        "product_url": "https://docs.losant.com/edge-compute/overview/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "642",
-        "product_name": "Cayenne IoT Builder",
-        "product_description": "myDevices' IoT project builder includes device provisioning capabilities, allowing users to easily connect and manage IoT devices within their applications.",
-        "product_url": "https://app.ioterra.com/solutions/cayenne-iot-project-builder",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "643",
-        "product_name": "Bosch IoT Things",
-        "product_description": "Part of the Bosch IoT Suite, this service provides device registration, management, and secure connectivity for IoT devices, ensuring smooth integration into IoT applications.",
-        "product_url": "https://docs.bosch-iot-suite.com/things/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "644",
-        "product_name": "Azure Sphere",
-        "product_description": "Microsoft's end-to-end solution for building secure IoT devices, including a device provisioning service to securely connect IoT devices to the Azure IoT Hub.",
-        "product_url": "https://azure.microsoft.com/en-us/services/azure-sphere/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "645",
-        "product_name": "Oracle IoT Device Registration and Activation",
-        "product_description": "Oracle's service for registering and activating IoT devices securely, offering device lifecycle management capabilities for building scalable and secure IoT solutions.",
-        "product_url": "https://docs.oracle.com/en/cloud/saas/iot-asset-cloud/iotaa/register-and-activate-devices-oracle-internet-things-cloud-service.html",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "646",
-        "product_name": "AWS IoT Greengrass",
-        "product_description": "Amazon's edge computing solution that includes device provisioning features, allowing IoT devices to be securely onboarded and managed locally within the IoT edge environment.",
-        "product_url": "https://aws.amazon.com/greengrass/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "647",
-        "product_name": "AWS IoT Jobs",
-        "product_description": "Amazon Web Services' solution for over-the-air (OTA) updates, providing a scalable and secure way to manage and deploy firmware updates to IoT devices seamlessly.",
-        "product_url": "https://docs.aws.amazon.com/iot/latest/developerguide/iot-jobs.html",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "648",
-        "product_name": "Google Cloud IoT Core Configuration Management",
-        "product_description": "Part of Google Cloud IoT Core, this service enables efficient configuration and update management for IoT devices, ensuring devices are always running the latest settings.",
-        "product_url": "https://cloud.google.com/iot-core",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "649",
-        "product_name": "IBM Watson IoT Platform Device Management",
-        "product_description": "IBM's IoT Platform includes device management capabilities for updating device configurations and firmware, ensuring devices operate with the latest features and security patches.",
-        "product_url": "https://www.ibm.com/cloud/internet-of-things/iot-platform/device-management",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "650",
-        "product_name": "Particle Firmware Updates",
-        "product_description": "Particle's platform includes features for managing and deploying firmware updates to IoT devices, ensuring continuous improvement and security enhancements.",
-        "product_url": "https://docs.particle.io/reference/device-os/versions/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "651",
-        "product_name": "Cayenne IoT Builder Device Configuration",
-        "product_description": "myDevices' Cayenne IoT Builder offers device configuration management, allowing users to update settings and firmware on their IoT devices through an intuitive interface.",
-        "product_url": "https://app.ioterra.com/solutions/cayenne-iot-project-builder",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "652",
-        "product_name": "Bosch IoT Rollouts",
-        "product_description": "Part of the Bosch IoT Suite, this service provides a comprehensive solution for managing and deploying software updates to IoT devices securely and efficiently.",
-        "product_url": "https://bosch-iot-suite.com/service/rollouts/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "653",
-        "product_name": "Azure Sphere OS Updates",
-        "product_description": "Microsoft's Azure Sphere includes a secure, over-the-air update service for deploying OS updates to IoT devices, ensuring the latest security patches and improvements.",
-        "product_url": "https://azure.microsoft.com/en-us/services/azure-sphere/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "654",
-        "product_name": "Oracle IoT Fleet Monitoring and Management",
-        "product_description": "Oracle's solution includes capabilities for monitoring and managing fleets of IoT devices, facilitating efficient updates and configuration changes across a large number of devices.",
-        "product_url": "https://docs.oracle.com/en/cloud/saas/iot-fleet-cloud/index.html",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "655",
-        "product_name": "Siemens MindSphere",
-        "product_description": "Siemens' industrial IoT platform includes digital twin capabilities, providing a holistic view of physical assets, processes, and systems to optimize performance.",
-        "product_url": "https://www.plm.automation.siemens.com/global/en/products/mindsphere/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "656",
-        "product_name": "IBM Maximo Asset Monitor",
-        "product_description": "Part of the IBM Maximo family, Asset Monitor leverages digital twin technology for monitoring and analyzing asset health, enabling predictive maintenance and optimization.",
-        "product_url": "https://www.ibm.com/cloud/maximo-asset-monitor",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "657",
-        "product_name": "PTC ThingWorx",
-        "product_description": "PTC's IoT platform incorporates digital twin technology for creating and managing virtual representations of physical assets, facilitating real-time monitoring and analysis.",
-        "product_url": "https://www.ptc.com/en/products/thingworx/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "658",
-        "product_name": "Bentley iTwin Platform",
-        "product_description": "Bentley's iTwin Platform enables the creation of digital twins for infrastructure projects, fostering collaboration and providing insights for improved asset performance.",
-        "product_url": "https://www.bentley.com/en/products/cloud-and-services/itwin-platform",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "659",
-        "product_name": "Dassault Syst\u00e8mes 3DEXPERIENCE Twin",
-        "product_description": "Dassault Syst\u00e8mes' platform offers a comprehensive digital twin solution, allowing organizations to model, simulate, and analyze products and processes in a virtual environment.",
-        "product_url": "https://www.3ds.com/products-services/3dexperience/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "660",
-        "product_name": "ANSYS Twin Builder",
-        "product_description": "ANSYS provides a simulation-based digital twin platform, allowing engineers to create virtual representations of physical systems for performance analysis and optimization.",
-        "product_url": "https://www.ansys.com/products/digital-twin/ansys-twin-builder",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "661",
-        "product_name": "Oracle Digital Twin for Supply Chain",
-        "product_description": "Oracle's digital twin solution focuses on supply chain optimization, offering visibility and predictive capabilities to enhance decision-making.",
-        "product_url": "N/A",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "662",
-        "product_name": "Altair Smart Learning",
-        "product_description": "Altair's digital twin platform focuses on smart learning for products and processes, leveraging simulation and analytics to improve performance and efficiency.",
-        "product_url": "https://learn.altair.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "663",
-        "product_name": "AVEVA Unified Operations Center",
-        "product_description": "AVEVA's platform integrates digital twin technology for unified operations, enabling organizations to monitor, control, and optimize industrial processes.",
-        "product_url": "https://www.aveva.com/en/products/unified-operations-center",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "664",
-        "product_name": "Hexagon Smart Digital Realities",
-        "product_description": "Hexagon's digital twin solutions encompass various industries, providing realistic representations of assets and environments for enhanced decision support and collaboration.",
-        "product_url": "https://hexagon.com/company/our-story/smart-digital-reality",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "665",
-        "product_name": "IBM Watson IoT",
-        "product_description": "IBM's Watson IoT platform provides tools for connecting and managing IoT devices, collecting and analyzing data, and implementing AI-driven insights for informed decision-making.",
-        "product_url": "https://www.ibm.com/cloud/internet-of-things",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "666",
-        "product_name": "Particle IoT Platform",
-        "product_description": "Particle offers a comprehensive IoT platform with device connectivity, cloud infrastructure, and development tools for building and managing IoT solutions.",
-        "product_url": "https://www.particle.io/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "667",
-        "product_name": "Losant IoT Platform",
-        "product_description": "Losant provides an enterprise IoT platform with features for device connectivity, data visualization, and workflow automation to build scalable and secure IoT applications.",
-        "product_url": "https://www.losant.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "668",
-        "product_name": "Cisco IoT Control Center",
-        "product_description": "Cisco's IoT Control Center offers connectivity management solutions for IoT devices, providing tools for monitoring, analyzing, and optimizing IoT deployments.",
-        "product_url": "https://www.cisco.com/c/en/us/solutions/internet-of-things/iot-control-center.html",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "669",
-        "product_name": "Helium IoT",
-        "product_description": "Helium provides an IoT platform with a focus on decentralized wireless connectivity, leveraging blockchain technology for secure and scalable device communication.",
-        "product_url": "https://www.helium.com/iot",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "670",
-        "product_name": "Siemens Simcenter",
-        "product_description": "Siemens Simcenter provides a comprehensive digital twin solution for product design and simulation, allowing engineers to create virtual models and simulate real-world performance.",
-        "product_url": "https://www.plm.automation.siemens.com/global/en/products/simcenter/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "671",
-        "product_name": "PTC Vuforia Studio",
-        "product_description": "PTC Vuforia Studio allows the creation of augmented reality experiences based on digital twins, enhancing product visualization and maintenance procedures.",
-        "product_url": "https://www.ptc.com/en/products/augmented-reality/vuforia-studio",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "672",
-        "product_name": "Dassault Syst\u00e8mes 3DEXPERIENCE",
-        "product_description": "Dassault Syst\u00e8mes' 3DEXPERIENCE platform offers digital twin capabilities for product design, simulation, and collaboration across the product lifecycle.",
-        "product_url": "https://www.3ds.com/3dexperience/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "673",
-        "product_name": "ThingWorx Navigate",
-        "product_description": "PTC's ThingWorx Navigate is a role-based, app-style interface that allows users to interact with digital twins, providing access to relevant data and insights.",
-        "product_url": "https://www.ptc.com/en/products/thingworx/navigate",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "674",
-        "product_name": "Graphite",
-        "product_description": "Graphite is a scalable and flexible time-series database that focuses on real-time graphing and monitoring, making it suitable for performance tracking and visualization.",
-        "product_url": "https://graphiteapp.org/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "675",
-        "product_name": "KairosDB",
-        "product_description": "KairosDB is an open-source time-series database built on top of Cassandra, providing scalable storage and retrieval capabilities for time-stamped data.",
-        "product_url": "https://kairosdb.github.io/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "676",
-        "product_name": "Wavefront by VMware",
-        "product_description": "Wavefront is a cloud-native monitoring and analytics platform that excels in handling high-frequency time-series data, enabling real-time insights and alerting.",
-        "product_url": "https://www.wavefront.com/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "677",
-        "product_name": "Chronograf",
-        "product_description": "Chronograf is the visualization component of the TICK Stack (Telegraf, InfluxDB, Chronograf, Kapacitor), providing a user-friendly interface for exploring and visualizing time-series data.",
-        "product_url": "https://www.influxdata.com/time-series-platform/chronograf/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "678",
-        "product_name": "Balena",
-        "product_description": "Balena is a container-based platform that facilitates the development, deployment, and management of IoT applications, ensuring secure and efficient operation on edge devices.",
-        "product_url": "https://www.balena.io/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "679",
-        "product_name": "Raspberry Pi OS",
-        "product_description": "Formerly known as Raspbian, Raspberry Pi OS is an open-source operating system optimized for Raspberry Pi boards, providing a foundation for IoT projects and applications.",
-        "product_url": "https://www.raspberrypi.org/software/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "680",
-        "product_name": "Ubuntu Core",
-        "product_description": "Ubuntu Core is a minimalistic, containerized version of the Ubuntu operating system designed for IoT devices, offering a secure and efficient platform for edge computing.",
-        "product_url": "https://ubuntu.com/core",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "681",
-        "product_name": "Yocto Project",
-        "product_description": "Yocto Project is an open-source collaboration project that assists developers in creating custom Linux distributions for embedded systems, including IoT devices, with a focus on flexibility and customization.",
-        "product_url": "https://www.yoctoproject.org/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "682",
-        "product_name": "Wind River Linux",
-        "product_description": "Wind River Linux is a commercial-grade embedded Linux distribution suitable for IoT and edge computing, providing a reliable and secure foundation for device development.",
-        "product_url": "https://www.windriver.com/products/linux/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "683",
-        "product_name": "FreeRTOS",
-        "product_description": "FreeRTOS is an open-source real-time operating system designed for embedded systems, offering a lightweight and scalable solution for microcontroller-based IoT devices.",
-        "product_url": "https://www.freertos.org/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "684",
-        "product_name": "mbed OS",
-        "product_description": "mbed OS is an open-source operating system for IoT devices, emphasizing low-power consumption and connectivity, making it suitable for a wide range of resource-constrained devices.",
-        "product_url": "https://os.mbed.com/mbed-os/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "685",
-        "product_name": "Nucleus RTOS",
-        "product_description": "Nucleus RTOS is a real-time operating system designed for embedded systems, providing a scalable and efficient platform for developing IoT applications with stringent timing requirements.",
-        "product_url": "https://www.plm.automation.siemens.com/global/en/products/embedded/nucleus-rtos.html",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "686",
-        "product_name": "Contiki",
-        "product_description": "Contiki is an open-source operating system specifically crafted for the Internet of Things, offering a lightweight and energy-efficient solution for resource-constrained devices.",
-        "product_url": "https://www.contiki-ng.org/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "687",
-        "product_name": "Zephyr Project",
-        "product_description": "Zephyr Project is a scalable and secure real-time operating system for IoT devices, supporting a wide range of hardware platforms and offering flexibility in customization and development.",
-        "product_url": "https://www.zephyrproject.org/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "688",
-        "product_name": "AWS Control Tower",
-        "product_description": "AWS Control Tower is a service from Amazon Web Services (AWS) that helps organizations set up and govern a secure, multi-account AWS environment based on AWS best practices.",
-        "product_url": "https://aws.amazon.com/controltower/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "689",
-        "product_name": "Google Cloud Organization Policy",
-        "product_description": "Google Cloud Organization Policy allows administrators to configure and enforce policies across their Google Cloud environment, ensuring compliance and security.",
-        "product_url": "https://cloud.google.com/resource-manager/docs/organization-policy/overview",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "690",
-        "product_name": "HashiCorp Terraform",
-        "product_description": "Terraform by HashiCorp is an Infrastructure as Code (IaC) tool that enables users to define and provision infrastructure across various cloud providers using a declarative configuration language.",
-        "product_url": "https://www.terraform.io/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "691",
-        "product_name": "Red Hat Ansible Automation Platform",
-        "product_description": "Ansible Automation Platform by Red Hat is an open-source automation tool that simplifies the management and deployment of infrastructure, applications, and network configurations.",
-        "product_url": "https://www.redhat.com/en/technologies/management/ansible",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "692",
-        "product_name": "VMware Cloud Foundation",
-        "product_description": "VMware Cloud Foundation is an integrated cloud infrastructure platform that combines compute, storage, networking, and cloud management to simplify the deployment and operation of hybrid clouds.",
-        "product_url": "https://www.vmware.com/products/cloud-foundation.html",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "693",
-        "product_name": "Cisco Crosswork Network Automation",
-        "product_description": "Cisco Crosswork Network Automation is a solution that automates the operational lifecycle of network devices, helping organizations achieve greater efficiency and reliability.",
-        "product_url": "https://www.cisco.com/c/en/us/products/cloud-systems-management/crosswork-network-automation/index.html",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "694",
-        "product_name": "Chef Automate",
-        "product_description": "Chef Automate is a continuous automation platform that enables organizations to automate infrastructure, compliance, and application delivery, promoting collaboration across development and operations teams.",
-        "product_url": "https://www.chef.io/products/chef-automate/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "695",
-        "product_name": "Puppet Enterprise",
-        "product_description": "Puppet Enterprise is an automation platform that helps organizations manage and enforce infrastructure as code, ensuring consistent and scalable deployment across on-premises and cloud environments.",
-        "product_url": "https://www.puppet.com/products/puppet-enterprise",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "696",
-        "product_name": "Azure Policy",
-        "product_description": "Azure Policy is a native Azure service that allows organizations to create, assign, and manage policies to enforce compliance and governance in their Azure environments.",
-        "product_url": "https://docs.microsoft.com/en-us/azure/governance/policy/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "697",
-        "product_name": "SaltStack Enterprise",
-        "product_description": "SaltStack Enterprise is an event-driven automation and configuration management platform that provides scalable, efficient, and secure infrastructure automation across data centers and cloud environments.",
-        "product_url": "https://www.saltstack.com/solutions/saltstack-enterprise/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "698",
-        "product_name": "AWS Migration Hub",
-        "product_description": "AWS Migration Hub provides a central location to track and manage migrations to the Amazon Web Services (AWS) cloud, offering insights and visibility into the migration process.",
-        "product_url": "https://aws.amazon.com/migration-hub/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "699",
-        "product_name": "Google Cloud Migrate for Compute Engine",
-        "product_description": "Google Cloud Migrate for Compute Engine is a solution that simplifies the migration of virtual machines (VMs) from on-premises or other clouds to Google Cloud Platform.",
-        "product_url": "https://cloud.google.com/migrate/compute-engine",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "700",
-        "product_name": "Carbonite Migrate",
-        "product_description": "Carbonite Migrate is a data migration and disaster recovery solution that helps organizations move workloads seamlessly between physical, virtual, and cloud environments.",
-        "product_url": "https://www.carbonite.com/business/products/migration/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "701",
-        "product_name": "RackWare Management Module",
-        "product_description": "RackWare Management Module enables enterprises to migrate and manage workloads across various cloud environments, providing flexibility and optimization for hybrid and multi-cloud strategies.",
-        "product_url": "https://www.rackwareinc.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "702",
-        "product_name": "RiverMeadow Cloud Migration SaaS",
-        "product_description": "RiverMeadow's SaaS platform automates the migration of physical, virtual, and cloud-based workloads to and between various cloud environments.",
-        "product_url": "https://www.rivermeadow.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "703",
-        "product_name": "CloudEndure Migration",
-        "product_description": "CloudEndure Migration, an AWS company, offers automated, agentless migration solutions for moving applications from on-premises, virtualized, or cloud environments to AWS.",
-        "product_url": "https://aws.amazon.com/cloudendure-migration/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "704",
-        "product_name": "Carbon Relay Red Sky",
-        "product_description": "Carbon Relay Red Sky is an AI-driven platform that automates the optimization and migration of containerized workloads across Kubernetes environments for improved performance and cost savings.",
-        "product_url": "N/A",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "705",
-        "product_name": "Turbonomic Application Resource Management (ARM)",
-        "product_description": "Turbonomic ARM is an autonomic platform that optimizes and migrates applications in real-time across hybrid and multi-cloud environments to ensure performance and efficiency.",
-        "product_url": "https://www.turbonomic.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "706",
-        "product_name": "ScienceLogic SL1 Platform",
-        "product_description": "ScienceLogic SL1 Platform is an AIOps platform that provides visibility, automation, and optimization for managing workloads across hybrid and multi-cloud infrastructures.",
-        "product_url": "https://sciencelogic.com/platform",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "707",
-        "product_name": "Flexera CloudSpend",
-        "product_description": "Flexera CloudSpend is a cloud management platform that helps organizations manage and optimize cloud costs, providing insights into spending and facilitating strategic decisions in multi-cloud environments.",
-        "product_url": "https://www.flexera.com/flexera-one/cloud-cost-optimization/cloud-cost-management",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "708",
-        "product_name": "AWS Control Tower",
-        "product_description": "AWS Control Tower provides a central hub for managing and governing a multi-account AWS environment, ensuring compliance and best practices across the entire cloud infrastructure.",
-        "product_url": "https://aws.amazon.com/controltower/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "709",
-        "product_name": "Google Cloud Organization Policy Service",
-        "product_description": "Google Cloud Organization Policy Service allows organizations to define and enforce policies across their Google Cloud resources, providing centralized governance and compliance management.",
-        "product_url": "https://cloud.google.com/resource-manager/docs/organization-policy/overview",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "710",
-        "product_name": "VMware vRealize Suite",
-        "product_description": "VMware vRealize Suite offers cloud management capabilities, enabling organizations to manage and govern their hybrid and multi-cloud environments while ensuring compliance and efficient resource utilization.",
-        "product_url": "https://www.vmware.com/products/vrealize-suite.html",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "711",
-        "product_name": "Cisco MultiCloud Software-defined Networking (SD-WAN)",
-        "product_description": "Cisco's MultiCloud SD-WAN solution provides a secure and optimized network infrastructure for applications across multiple clouds, enhancing visibility and control.",
-        "product_url": "https://www.cisco.com/site/us/en/solutions/networking/sdwan/index.html",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "712",
-        "product_name": "Red Hat Ansible Automation Platform",
-        "product_description": "Red Hat Ansible Automation Platform automates tasks and processes across hybrid and multi-cloud environments, improving operational efficiency and maintaining consistent configurations.",
-        "product_url": "https://www.redhat.com/en/technologies/management/ansible",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "713",
-        "product_name": "CloudCheckr Cloud Management Platform",
-        "product_description": "CloudCheckr offers a cloud management platform that provides visibility, optimization, and governance for multi-cloud environments, helping organizations control costs and ensure compliance.",
-        "product_url": "https://cloudcheckr.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "714",
-        "product_name": "Citrix Cloud",
-        "product_description": "Citrix Cloud is a cloud-based management platform that simplifies the deployment and management of Citrix solutions, offering centralized control and monitoring of virtualized applications and desktops.",
-        "product_url": "https://www.citrix.com/cloud.html",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "715",
-        "product_name": "ServiceNow IT Operations Management (ITOM)",
-        "product_description": "ServiceNow ITOM provides a unified platform for managing IT operations, including multi-cloud environments, to streamline workflows, improve visibility, and enhance service delivery.",
-        "product_url": "https://www.servicenow.com/products/it-operations-management.html",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "716",
-        "product_name": "CloudBolt Cloud Management Platform",
-        "product_description": "CloudBolt's Cloud Management Platform enables IT teams to manage and govern hybrid and multi-cloud resources, offering self-service provisioning, cost tracking, and policy enforcement.",
-        "product_url": "https://www.cloudbolt.io/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "717",
-        "product_name": "VMware Site Recovery Manager (SRM)",
-        "product_description": "VMware SRM automates disaster recovery processes for virtualized environments, ensuring seamless failover and failback, and maintaining business continuity in case of disruptions.",
-        "product_url": "https://www.vmware.com/products/site-recovery-manager.html",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "718",
-        "product_name": "Zerto Virtual Replication",
-        "product_description": "Zerto provides continuous data protection and disaster recovery solutions for virtualized and cloud environments, offering near-zero RPOs and RTOs to minimize downtime and data loss.",
-        "product_url": "https://www.zerto.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "719",
-        "product_name": "Druva Phoenix",
-        "product_description": "Druva Phoenix offers cloud-based data protection and disaster recovery, supporting virtual and physical environments. It simplifies recovery processes and ensures data availability across diverse workloads.",
-        "product_url": "https://docs.druva.com/Phoenix",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "720",
-        "product_name": "Commvault Complete Backup & Recovery",
-        "product_description": "Commvault's solution provides comprehensive data protection, including disaster recovery, across on-premises, cloud, and hybrid environments, with automation and orchestration for efficient recovery operations.",
-        "product_url": "https://www.commvault.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "721",
-        "product_name": "Acronis Cyber Protect Cloud",
-        "product_description": "Acronis Cyber Protect Cloud combines backup, disaster recovery, and cybersecurity features. It ensures data resilience and security, with the ability to recover applications and data quickly in the event of a disaster.",
-        "product_url": "https://www.acronis.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "722",
-        "product_name": "Veritas Resiliency Platform",
-        "product_description": "Veritas Resiliency Platform offers orchestrated recovery for complex, multi-tier applications. It enables automated failover and failback processes, enhancing resilience and minimizing downtime.",
-        "product_url": "https://www.veritas.com/protection/resiliency-platform",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "723",
-        "product_name": "Carbonite Recover",
-        "product_description": "Carbonite Recover provides cloud-based disaster recovery services, protecting critical workloads and ensuring rapid recovery in case of outages. It supports both physical and virtual environments.",
-        "product_url": "https://www.carbonite.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "724",
-        "product_name": "HYCU Prot\u00e9g\u00e9",
-        "product_description": "HYCU Prot\u00e9g\u00e9 delivers backup and disaster recovery solutions for hyper-converged and multi-cloud environments. It simplifies management and provides granular recovery options.",
-        "product_url": "https://www.hycu.com/get-started/hycu-protege",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "725",
-        "product_name": "Unitrends Backup",
-        "product_description": "Unitrends Backup offers a comprehensive backup and disaster recovery solution, supporting physical and virtual environments. It provides robust recovery capabilities and centralized management.",
-        "product_url": "https://www.unitrends.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "726",
-        "product_name": "Quest Rapid Recovery",
-        "product_description": "Quest Rapid Recovery delivers backup and recovery solutions for diverse environments, ensuring data protection and fast recovery. It supports physical, virtual, and cloud-based workloads.",
-        "product_url": "https://www.quest.com/rapid-recovery/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "727",
-        "product_name": "AWS Step Functions",
-        "product_description": "AWS Step Functions allows you to coordinate and automate workflows across various AWS services, providing a serverless approach to manage and schedule tasks with flexibility and scalability.",
-        "product_url": "https://aws.amazon.com/step-functions/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "728",
-        "product_name": "Azure Logic Apps",
-        "product_description": "Azure Logic Apps is a cloud service that enables the creation of automated workflows to integrate various systems, applications, and services, providing scheduling capabilities similar to Azure Scheduler.",
-        "product_url": "https://azure.microsoft.com/en-us/services/logic-apps/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "729",
-        "product_name": "Apache Airflow",
-        "product_description": "Apache Airflow is an open-source platform to programmatically author, schedule, and monitor workflows. It supports defining complex workflows as code and offers extensive scheduling options.",
-        "product_url": "https://airflow.apache.org/",
-        "open_source": "t",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "730",
-        "product_name": "Celery",
-        "product_description": "Celery is an open-source distributed task queue system that executes tasks asynchronously. It provides scheduling features and supports various message brokers for distributed task execution.",
-        "product_url": "http://www.celeryproject.org/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "731",
-        "product_name": "Cronitor",
-        "product_description": "Cronitor is a monitoring and alerting platform designed for cron jobs and scheduled tasks. It helps ensure the reliability of scheduled processes with monitoring, alerting, and reporting capabilities.",
-        "product_url": "https://cronitor.io/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "732",
-        "product_name": "Rundeck",
-        "product_description": "Rundeck is an open-source platform for automating ad-hoc and scheduled tasks. It provides a web-based interface for job scheduling, orchestration, and execution across diverse environments.",
-        "product_url": "https://www.rundeck.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "733",
-        "product_name": "Control-M",
-        "product_description": "Control-M is a workload automation platform that enables scheduling, monitoring, and managing workflows across hybrid environments. It supports diverse applications and services for end-to-end automation.",
-        "product_url": "https://www.bmc.com/it-solutions/control-m.html",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "734",
-        "product_name": "Jenkins",
-        "product_description": "Jenkins, an open-source automation server, supports building, deploying, and automating any project. With its scheduling capabilities, Jenkins is widely used for continuous integration and continuous delivery (CI/CD) pipelines.",
-        "product_url": "https://www.jenkins.io/",
-        "open_source": "t",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "735",
-        "product_name": "Task Scheduler (Windows)",
-        "product_description": "Built into Windows, Task Scheduler allows users to schedule tasks and automate processes. It provides a graphical user interface for creating and managing scheduled tasks.",
-        "product_url": "N/A",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "736",
-        "product_name": "Apache NiFi",
-        "product_description": "Apache NiFi is an open-source data integration tool that supports the automation of data flows. It includes scheduling features to manage data movement, transformation, and system interactions.",
-        "product_url": "https://nifi.apache.org/",
-        "open_source": "t",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "737",
-        "product_name": "AWS License Manager",
-        "product_description": "AWS License Manager helps customers manage software licenses from various vendors across AWS environments, ensuring compliance and optimizing costs by tracking license usage.",
-        "product_url": "https://aws.amazon.com/license-manager/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "738",
-        "product_name": "FlexNet Manager",
-        "product_description": "FlexNet Manager is a comprehensive software asset management solution that assists organizations in optimizing software licenses, reducing compliance risks, and controlling software costs effectively.",
-        "product_url": "https://www.flexera.com/products/flexnet-manager",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "739",
-        "product_name": "Snow License Manager",
-        "product_description": "Snow License Manager provides a centralized platform for software asset management, helping organizations optimize licensing, maintain compliance, and enhance overall IT efficiency.",
-        "product_url": "https://www.snowsoftware.com/int/products/snow-license-manager",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "740",
-        "product_name": "Oracle License Management Services (LMS)",
-        "product_description": "Oracle LMS assists organizations in managing Oracle software licenses, ensuring compliance, and optimizing license usage to control costs associated with Oracle products.",
-        "product_url": "https://www.oracle.com/corporate/license-management-services/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "741",
-        "product_name": "IBM License Metric Tool (ILMT)",
-        "product_description": "ILMT is designed to help organizations manage IBM software licenses by tracking and reporting on license usage. It ensures compliance and provides insights for optimizing IBM software costs.",
-        "product_url": "https://www.ibm.com/software/passportadvantage/ibmlicensemetrictool.html",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "742",
-        "product_name": "License Dashboard",
-        "product_description": "License Dashboard offers software asset management solutions, enabling organizations to manage software licenses efficiently, ensure compliance, and optimize software usage for cost-effectiveness.",
-        "product_url": "https://www.licensedashboard.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "743",
-        "product_name": "K2View Data-as-a-Service (DaaS)",
-        "product_description": "K2View DaaS provides a comprehensive data management platform, including data licensing capabilities, enabling organizations to control and monetize access to their data assets.",
-        "product_url": "https://www.k2view.com/platform/data-as-a-service-automation/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "744",
-        "product_name": "Symantec Asset Management Suite",
-        "product_description": "Symantec Asset Management Suite assists organizations in managing software licenses, ensuring compliance, and optimizing software usage to control costs and mitigate risks.",
-        "product_url": "https://www.broadcom.com/products/endpoint-management/asset-management-suite",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "745",
-        "product_name": "Cherwell Asset Management",
-        "product_description": "Cherwell Asset Management provides a unified platform for managing software licenses, tracking usage, and ensuring compliance, helping organizations optimize costs and enhance efficiency.",
-        "product_url": "https://www.cherwell.com/solutions/it-asset-management",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "746",
-        "product_name": "ServiceNow Software Asset Management",
-        "product_description": "ServiceNow SAM helps organizations manage software licenses across their IT landscape, ensuring compliance, optimizing usage, and controlling costs through efficient license management.",
-        "product_url": "https://www.servicenow.com/products/software-asset-management.html",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "747",
-        "product_name": "AWS CloudFormation",
-        "product_description": "AWS CloudFormation allows users to define and provision AWS infrastructure as code. It enables the creation and management of cloud resources using templates, providing automation for deployment and updates.",
-        "product_url": "https://aws.amazon.com/cloudformation/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "748",
-        "product_name": "Google Cloud Deployment Manager",
-        "product_description": "Google Cloud Deployment Manager is an infrastructure-as-code service that enables users to create, deploy, and manage Google Cloud Platform resources using configuration files. It supports automation and versioning.",
-        "product_url": "https://cloud.google.com/deployment-manager",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "749",
-        "product_name": "VMware vRealize Automation",
-        "product_description": "vRealize Automation by VMware enables automated delivery and lifecycle management of infrastructure and applications. It supports multi-cloud environments, providing flexibility and control over IT resources.",
-        "product_url": "https://www.vmware.com/products/vrealize-automation.html",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "750",
-        "product_name": "Cisco CloudCenter",
-        "product_description": "Cisco CloudCenter is a multi-cloud management platform that facilitates the deployment and management of applications across various cloud environments. It helps optimize resource usage and enhances application portability.",
-        "product_url": "https://www.cisco.com/c/en/us/support/cloud-systems-management/cloudcenter/series.html",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "751",
-        "product_name": "HPE OneSphere",
-        "product_description": "HPE OneSphere is a hybrid cloud management platform that allows users to deploy, manage, and optimize applications across multiple clouds. It provides visibility and control over diverse cloud resources.",
-        "product_url": "https://www.hpe.com/us/en/resources/solutions/video/hpe-onesphere-its-time-to-take-control-of-your-cloud.html",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "752",
-        "product_name": "Pulumi",
-        "product_description": "Pulumi is an open-source infrastructure as code platform that enables users to define, deploy, and manage cloud infrastructure using familiar programming languages. It supports a wide range of cloud providers.",
-        "product_url": "https://www.pulumi.com/",
-        "open_source": "t",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "753",
-        "product_name": "IBM Cloud Schematics",
-        "product_description": "IBM Cloud Schematics provides automation capabilities for managing infrastructure as code on the IBM Cloud. It helps users define, deploy, and update resources consistently across different cloud environments.",
-        "product_url": "https://cloud.ibm.com/schematics",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "754",
-        "product_name": "AWS Elemental MediaConvert",
-        "product_description": "AWS Elemental MediaConvert is a file-based video transcoding service. It allows users to easily convert media files into various formats, supporting adaptive bitrate streaming and customization.",
-        "product_url": "https://aws.amazon.com/mediaconvert/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "755",
-        "product_name": "Google Cloud Video Intelligence API",
-        "product_description": "Google Cloud Video Intelligence API enables the analysis of video content. It provides capabilities like video annotation, content moderation, and sentiment analysis, enhancing media content understanding.",
-        "product_url": "https://cloud.google.com/video-intelligence",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "756",
-        "product_name": "Zencoder",
-        "product_description": "Zencoder, by Brightcove, is a cloud-based video encoding service. It offers high-quality video transcoding, adaptive streaming, and format conversion to meet various delivery requirements for online video content.",
-        "product_url": "https://app.zencoder.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "757",
-        "product_name": "Bitmovin",
-        "product_description": "Bitmovin is a video infrastructure platform that provides solutions for encoding, player development, and analytics. It supports adaptive streaming, DRM, and advanced video playback features for a seamless viewing experience.",
-        "product_url": "https://www.bitmovin.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "758",
-        "product_name": "Kaltura",
-        "product_description": "Kaltura is an open-source video platform offering video hosting, streaming, and monetization solutions. It supports live and on-demand video delivery, providing a comprehensive suite for managing media content.",
-        "product_url": "https://corp.kaltura.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "759",
-        "product_name": "Wowza Streaming Engine",
-        "product_description": "Wowza Streaming Engine is a robust media server software for streaming live and on-demand content. It supports various streaming protocols, adaptive bitrate streaming, and content delivery to a wide range of devices.",
-        "product_url": "https://www.wowza.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "760",
-        "product_name": "JW Player",
-        "product_description": "JW Player is a video player and platform that facilitates video hosting, streaming, and monetization. It supports adaptive streaming, content discovery, and customization for delivering engaging video experiences.",
-        "product_url": "https://www.jwplayer.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "761",
-        "product_name": "Brightcove",
-        "product_description": "Brightcove is a comprehensive video platform offering solutions for video hosting, distribution, and monetization. It includes features such as transcoding, live streaming, and analytics for effective video management.",
-        "product_url": "https://www.brightcove.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "762",
-        "product_name": "Vimeo OTT",
-        "product_description": "Vimeo OTT is a streaming platform for content creators. It provides tools for video monetization, subscription management, and customizable video players, empowering creators to build and manage their OTT channels.",
-        "product_url": "https://vimeo.com/ott",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "763",
-        "product_name": "Limelight Networks Video Delivery Services",
-        "product_description": "Limelight Networks offers video delivery services, including content delivery, transcoding, and live streaming. It enhances video performance, ensures low latency, and supports a global audience.",
-        "product_url": "https://www.limelight.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "764",
-        "product_name": "AWS Snowball",
-        "product_description": "AWS Snowball is a data transfer device that facilitates secure and efficient data migration to and from the AWS Cloud. It ensures reliable and quick transfer of large datasets.",
-        "product_url": "https://aws.amazon.com/snowball/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "765",
-        "product_name": "Google Cloud Transfer Appliance",
-        "product_description": "Google Cloud Transfer Appliance is a physical storage solution for transferring large volumes of data to Google Cloud. It accelerates data migration, ensuring high-speed and secure transfers.",
-        "product_url": "https://cloud.google.com/transfer-appliance",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "766",
-        "product_name": "IBM Cloud Mass Data Migration",
-        "product_description": "IBM Cloud Mass Data Migration is a data transfer service designed to move large amounts of data to and from the IBM Cloud. It provides a secure and reliable method for offline data transfer.",
-        "product_url": "https://www.ibm.com/cloud/mass-data-migration",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "767",
-        "product_name": "Dell EMC Data Domain",
-        "product_description": "Dell EMC Data Domain is a data protection and deduplication solution. It enhances storage efficiency, reduces data footprint, and ensures reliable backup and recovery processes for enterprise data.",
-        "product_url": "https://www.dellemc.com/en-us/data-protection/data-domain.htm",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "768",
-        "product_name": "HPE StoreOnce",
-        "product_description": "HPE StoreOnce is a backup and recovery solution that offers deduplication capabilities. It enables efficient data storage, backup, and recovery, reducing storage requirements for backup data.",
-        "product_url": "https://www.hpe.com/emea_europe/en/storage/storeonce.html",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "769",
-        "product_name": "NetApp Cloud Volumes ONTAP",
-        "product_description": "NetApp Cloud Volumes ONTAP is a cloud storage management solution. It provides data tiering, backup, and replication features, allowing seamless integration between on-premises and cloud storage.",
-        "product_url": "https://www.netapp.com/cloud-services/cloud-volumes-ontap/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "770",
-        "product_name": "Hitachi Content Platform",
-        "product_description": "Hitachi Content Platform is an object storage solution designed for managing and storing unstructured data. It offers scalable and secure data storage with features like data tiering and replication.",
-        "product_url": "https://www.hitachivantara.com/en-us/products/storage-platforms/file-object-storage/content-platform.html",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "771",
-        "product_name": "Pure Storage FlashBlade",
-        "product_description": "Pure Storage FlashBlade is a scalable and high-performance storage solution for unstructured data. It provides fast access to large datasets and supports various data-intensive workloads.",
-        "product_url": "https://www.purestorage.com/products/flashblade.html",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "772",
-        "product_name": "Cohesity DataPlatform",
-        "product_description": "Cohesity DataPlatform is a hyperconverged secondary storage platform. It consolidates data management functions, such as backup, recovery, and storage, into a unified solution for enterprises.",
-        "product_url": "https://www.cohesity.com/products/dataplatform/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "773",
-        "product_name": "Seagate Exos Systems",
-        "product_description": "Seagate Exos Systems include high-capacity enterprise storage solutions for data-intensive applications. These systems provide scalable and reliable storage infrastructure for managing large datasets.",
-        "product_url": "https://www.seagate.com/products/storage/data-storage-systems/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "774",
-        "product_name": "AWS Snowcone",
-        "product_description": "AWS Snowcone is a rugged and portable edge computing and data transfer device. It enables edge computing applications in challenging environments and facilitates data transfer to AWS.",
-        "product_url": "https://aws.amazon.com/snowcone/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "775",
-        "product_name": "Google Cloud Edge TPU",
-        "product_description": "Google Cloud Edge TPU is an application-specific integrated circuit (ASIC) designed to accelerate machine learning workloads at the edge. It enhances the processing of AI and ML tasks in edge devices.",
-        "product_url": "https://cloud.google.com/edge-tpu",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "776",
-        "product_name": "Dell EMC PowerEdge XR2",
-        "product_description": "Dell EMC PowerEdge XR2 is a rugged server designed for edge computing. It provides high-performance computing capabilities in harsh environments, supporting various edge applications.",
-        "product_url": "https://www.dell.com/en-us/shop/ipovw/poweredge-xr2",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "777",
-        "product_name": "HPE Edgeline Systems",
-        "product_description": "HPE Edgeline Systems are edge computing solutions that combine data processing and analytics closer to the source. They offer a range of form factors for diverse edge computing requirements.",
-        "product_url": "https://www.hpe.com/us/en/servers/edgeline-systems.html",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "778",
-        "product_name": "NVIDIA EGX Platform",
-        "product_description": "NVIDIA EGX Platform is an edge computing platform that integrates NVIDIA GPUs for AI processing at the edge. It supports real-time analytics and AI applications in edge environments.",
-        "product_url": "https://www.nvidia.com/en-us/data-center/products/egx/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "779",
-        "product_name": "Lenovo ThinkSystem SE350",
-        "product_description": "Lenovo ThinkSystem SE350 is a purpose-built edge server that accommodates various edge workloads. It is designed for deployment in space-constrained and harsh conditions.",
-        "product_url": "https://www.lenovo.com/us/en/data-center/servers/thinksystem/se350/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "780",
-        "product_name": "Intel NUC (Next Unit of Computing)",
-        "product_description": "Intel NUC is a small-form-factor computer suitable for edge computing applications. It provides a compact and energy-efficient solution for running lightweight edge workloads.",
-        "product_url": "https://www.intel.com/content/www/us/en/products/boards-kits/nuc.html",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "781",
-        "product_name": "Supermicro Embedded/IoT Servers",
-        "product_description": "Supermicro Embedded/IoT Servers are compact servers optimized for edge computing and IoT applications. They offer a balance of performance and power efficiency for edge deployments.",
-        "product_url": "https://www.supermicro.com/en/products/embedded/servers",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "782",
-        "product_name": "Cisco IR1101 Integrated Services Routers",
-        "product_description": "Cisco IR1101 routers are designed for edge computing and provide secure connectivity. They offer a robust platform for running applications at the network edge.",
-        "product_url": "https://www.cisco.com/c/en/us/products/routers/1000-series-integrated-services-routers-isr/index.html",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "783",
-        "product_name": "EdgeX Foundry",
-        "product_description": "EdgeX Foundry is an open-source framework for building edge computing solutions. It facilitates interoperability between edge devices and enables the development of edge applications across diverse hardware.",
-        "product_url": "https://www.edgexfoundry.org/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "784",
-        "product_name": "New Relic One",
-        "product_description": "New Relic One is a comprehensive observability platform that provides insights into the performance and health of applications, infrastructure, and networks. It enables organizations to optimize their digital experiences.",
-        "product_url": "https://newrelic.com/platform",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "785",
-        "product_name": "Dynatrace",
-        "product_description": "Dynatrace is an AI-driven observability platform that automates the detection and resolution of performance issues. It offers real-time insights into application and infrastructure performance.",
-        "product_url": "https://www.dynatrace.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "786",
-        "product_name": "Datadog",
-        "product_description": "Datadog is a cloud-based monitoring and analytics platform that provides full-stack observability. It enables organizations to monitor the performance of applications, infrastructure, and user experiences.",
-        "product_url": "https://www.datadoghq.com/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "787",
-        "product_name": "Splunk Infrastructure Monitoring",
-        "product_description": "Splunk Infrastructure Monitoring (formerly SignalFx) is a cloud-native monitoring solution that offers real-time visibility into the performance of applications and infrastructure. It supports dynamic, containerized environments.",
-        "product_url": "https://www.splunk.com/en_us/products/infrastructure-monitoring.html",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "788",
-        "product_name": "AppDynamics",
-        "product_description": "AppDynamics is an application performance monitoring (APM) solution that provides end-to-end visibility into application performance. It helps organizations detect and troubleshoot performance issues.",
-        "product_url": "https://www.appdynamics.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "789",
-        "product_name": "SolarWinds AppOptics",
-        "product_description": "SolarWinds AppOptics is an application and infrastructure monitoring solution that offers distributed tracing, metrics, and real-time analytics. It assists in optimizing the performance of applications.",
-        "product_url": "https://www.appoptics.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "790",
-        "product_name": "Prometheus",
-        "product_description": "Prometheus is an open-source monitoring and alerting toolkit designed for reliability and scalability. It is particularly well-suited for dynamic cloud environments and provides powerful querying capabilities.",
-        "product_url": "https://prometheus.io/",
-        "open_source": "t",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "791",
-        "product_name": "Grafana",
-        "product_description": "Grafana is an open-source analytics and monitoring platform that integrates with various data sources, including Azure Monitor. It allows users to create interactive and customizable dashboards for monitoring.",
-        "product_url": "https://grafana.com/",
-        "open_source": "t",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "792",
-        "product_name": "Raygun",
-        "product_description": "Raygun is an application performance monitoring and crash reporting platform that helps developers identify and diagnose issues affecting user experiences. It supports multiple programming languages.",
-        "product_url": "https://raygun.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "793",
-        "product_name": "LogicMonitor",
-        "product_description": "LogicMonitor is an automated infrastructure monitoring platform that provides insights into the performance of applications, networks, and cloud resources. It offers pre-configured monitoring templates for various technologies.",
-        "product_url": "https://www.logicmonitor.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "794",
-        "product_name": "New Relic APM",
-        "product_description": "New Relic APM is an application performance monitoring solution that provides detailed insights into the performance of applications, helping organizations optimize user experiences and troubleshoot issues efficiently.",
-        "product_url": "https://newrelic.com/application-monitoring",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "795",
-        "product_name": "Datadog APM",
-        "product_description": "Datadog APM is part of the Datadog observability platform, providing end-to-end tracing and monitoring of applications. It enables organizations to analyze and optimize application performance in real time.",
-        "product_url": "https://www.datadoghq.com/apm/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "796",
-        "product_name": "SolarWinds Server & Application Monitor",
-        "product_description": "SolarWinds SAM is a monitoring solution that provides visibility into the performance of servers and applications. It helps organizations identify and resolve issues affecting application availability.",
-        "product_url": "https://www.solarwinds.com/server-application-monitor",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "797",
-        "product_name": "Raygun APM",
-        "product_description": "Raygun APM is an application performance monitoring platform that focuses on identifying and resolving performance issues affecting user experiences. It offers detailed insights into application behavior.",
-        "product_url": "https://raygun.com/apm",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "798",
-        "product_name": "Stackify Retrace",
-        "product_description": "Stackify Retrace is an APM solution designed for developers, offering application performance insights, error tracking, and code-level visibility. It helps optimize application performance and ensure reliability.",
-        "product_url": "https://stackify.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "799",
-        "product_name": "Instana",
-        "product_description": "Instana is an automated APM solution that provides real-time insights into application and microservices performance. It offers automatic discovery of application components and dependencies.",
-        "product_url": "https://www.instana.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "800",
-        "product_name": "Grafana Tempo",
-        "product_description": "Grafana Tempo is an open-source, easy-to-use, and high-scale distributed tracing system. It helps organizations trace requests across various components to identify bottlenecks and improve performance.",
-        "product_url": "https://grafana.com/oss/tempo/",
-        "open_source": "t",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "801",
-        "product_name": "AWS X-Ray",
-        "product_description": "AWS X-Ray is an AWS service for distributed tracing that helps developers analyze and debug distributed applications. It provides insights into request flows across different AWS services and components.",
-        "product_url": "https://aws.amazon.com/xray/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "802",
-        "product_name": "Akamai Content Delivery Network (CDN)",
-        "product_description": "Akamai CDN is a leading global content delivery platform, optimizing the delivery of web content, applications, and media to users worldwide for improved performance and reliability.",
-        "product_url": "https://www.akamai.com/solutions/content-delivery-network",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "803",
-        "product_name": "Cloudflare CDN",
-        "product_description": "Cloudflare CDN offers a secure and fast content delivery solution, enhancing the performance of websites and applications by caching content at edge locations and providing DDoS protection.",
-        "product_url": "https://www.cloudflare.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "804",
-        "product_name": "Fastly CDN",
-        "product_description": "Fastly CDN is an edge cloud platform that accelerates content delivery and optimizes web performance. It offers real-time caching and instant purging for dynamic content updates.",
-        "product_url": "https://www.fastly.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "805",
-        "product_name": "Amazon CloudFront",
-        "product_description": "Amazon CloudFront is a scalable and secure CDN offered by AWS. It accelerates the delivery of static and dynamic web content, providing low-latency access to users globally.",
-        "product_url": "https://aws.amazon.com/cloudfront/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "806",
-        "product_name": "StackPath CDN",
-        "product_description": "StackPath CDN delivers content with low latency and high performance, leveraging edge locations across the globe. It offers features like secure socket layer (SSL) support and content optimization.",
-        "product_url": "https://support.stackpath.com/hc/en-us/categories/360002550391-CDN",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "807",
-        "product_name": "Limelight Networks CDN",
-        "product_description": "Limelight Networks CDN is a global content delivery service that enhances the speed and availability of digital content. It includes features like video delivery and web acceleration.",
-        "product_url": "https://www.limelight.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "808",
-        "product_name": "KeyCDN",
-        "product_description": "KeyCDN is a high-performance content delivery network that focuses on simplicity and global reach. It accelerates content delivery by serving assets from strategically located edge servers.",
-        "product_url": "https://www.keycdn.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "809",
-        "product_name": "CDNetworks CDN",
-        "product_description": "CDNetworks CDN is a global content delivery provider, optimizing the delivery of web content and applications. It improves website performance and ensures a consistent user experience.",
-        "product_url": "https://www.cdnetworks.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "810",
-        "product_name": "CacheFly CDN",
-        "product_description": "CacheFly CDN offers a reliable and high-performance content delivery solution with a focus on speed and scalability. It optimizes the delivery of static and dynamic content.",
-        "product_url": "https://www.cachefly.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "811",
-        "product_name": "Azure Front Door",
-        "product_description": "Microsoft Azure Front Door is an Azure service that combines global load balancing with application acceleration. It provides secure and fast content delivery with built-in DDoS protection and web application firewall (WAF) capabilities.",
-        "product_url": "https://azure.microsoft.com/en-us/services/frontdoor/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "812",
-        "product_name": "AWS PrivateLink",
-        "product_description": "AWS PrivateLink enables secure and private connectivity between virtual networks and AWS services, allowing PaaS services to be accessed without traversing the public internet.",
-        "product_url": "https://aws.amazon.com/privatelink/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "813",
-        "product_name": "Google Cloud VPC Service Controls",
-        "product_description": "Google Cloud VPC Service Controls provides security perimeters for PaaS services, allowing organizations to define fine-grained access control policies for virtual networks.",
-        "product_url": "https://cloud.google.com/vpc-service-controls",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "814",
-        "product_name": "IBM Cloud Direct Link",
-        "product_description": "IBM Cloud Direct Link establishes dedicated and private network connections between on-premises environments and IBM Cloud, ensuring secure and reliable access to PaaS services.",
-        "product_url": "https://www.ibm.com/cloud/direct-link",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "815",
-        "product_name": "Oracle Cloud FastConnect",
-        "product_description": "Oracle Cloud FastConnect offers dedicated and private network connections between on-premises data centers and Oracle Cloud, enhancing the performance and reliability of PaaS services.",
-        "product_url": "https://www.oracle.com/cloud/networking/fastconnect/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "816",
-        "product_name": "Alibaba Cloud Express Connect",
-        "product_description": "Alibaba Cloud Express Connect establishes private and high-bandwidth connections between on-premises networks and Alibaba Cloud, enabling efficient access to PaaS offerings.",
-        "product_url": "https://www.alibabacloud.com/product/express-connect",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "817",
-        "product_name": "DigitalOcean VPC Service Gateway",
-        "product_description": "DigitalOcean VPC Service Gateway provides private networking capabilities, allowing secure communication between virtual networks and DigitalOcean's PaaS services.",
-        "product_url": "https://docs.digitalocean.com/products/networking/vpc/how-to/configure-droplet-as-gateway/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "818",
-        "product_name": "VMware Cloud on AWS",
-        "product_description": "VMware Cloud on AWS extends on-premises virtual networks seamlessly to the AWS Cloud, providing a consistent and integrated networking solution for PaaS services.",
-        "product_url": "https://aws.amazon.com/vmware/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "819",
-        "product_name": "Cisco SD-WAN Cloud OnRamp for SaaS",
-        "product_description": "Cisco SD-WAN Cloud OnRamp for SaaS offers a secure and optimized connection to PaaS services by leveraging SD-WAN technology to enhance network performance.",
-        "product_url": "https://www.cisco.com/c/en/us/solutions/enterprise-networks/sd-wan/cloud-onramp.html",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "820",
-        "product_name": "Equinix Cloud Exchange Fabric",
-        "product_description": "Equinix Cloud Exchange Fabric enables direct and private connections to multiple cloud service providers, facilitating efficient access to PaaS services across virtual networks.",
-        "product_url": "https://www.equinix.com/products/ecxfabric/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "821",
-        "product_name": "Juniper Networks Cloud Metro Connect",
-        "product_description": "Juniper Networks Cloud Metro Connect provides scalable and secure connectivity between on-premises environments and cloud service providers, enhancing access to PaaS solutions.",
-        "product_url": "https://www.juniper.net/us/en/solutions/ip-transport-solution/metro.html",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "822",
-        "product_name": "NGINX",
-        "product_description": "NGINX acts as a versatile application delivery controller (ADC) with load balancing, SSL termination, and web application firewall (WAF) capabilities, enhancing the performance and security of applications.",
-        "product_url": "https://www.nginx.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "823",
-        "product_name": "F5 BIG-IP",
-        "product_description": "F5 BIG-IP offers advanced application delivery services, including load balancing, traffic management, and application security, ensuring optimal performance and reliability for applications.",
-        "product_url": "https://www.f5.com/products/big-ip",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "824",
-        "product_name": "Citrix ADC",
-        "product_description": "Citrix ADC provides application delivery and load balancing services, optimizing application performance, and ensuring high availability across diverse environments.",
-        "product_url": "https://www.citrix.com/en-gb/networking/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "825",
-        "product_name": "HAProxy",
-        "product_description": "HAProxy is an open-source software solution for high-performance load balancing and proxying of TCP and HTTP applications, offering flexibility and scalability.",
-        "product_url": "https://www.haproxy.com/",
-        "open_source": "t",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "826",
-        "product_name": "Kemp LoadMaster",
-        "product_description": "Kemp LoadMaster delivers application delivery and load balancing services, optimizing application performance and ensuring resilience across multiple servers.",
-        "product_url": "https://kemptechnologies.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "827",
-        "product_name": "Avi Networks Load Balancer",
-        "product_description": "Avi Networks Load Balancer provides software-defined application services, including load balancing, web application firewall, and analytics, ensuring efficient and secure application delivery.",
-        "product_url": "https://avinetworks.com/software-load-balancer/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "828",
-        "product_name": "Radware Alteon",
-        "product_description": "Radware Alteon is an ADC solution offering load balancing, SSL offloading, and application acceleration, enhancing the availability and performance of applications.",
-        "product_url": "https://www.radware.com/products/alteon/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "829",
-        "product_name": "A10 Networks Thunder ADC",
-        "product_description": "A10 Networks Thunder ADC delivers advanced application delivery services, including load balancing, traffic management, and DDoS protection, ensuring optimal application performance.",
-        "product_url": "https://www.a10networks.com/products/thunder-adc/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "830",
-        "product_name": "Barracuda Load Balancer",
-        "product_description": "Barracuda Load Balancer offers application delivery and load balancing capabilities, enhancing the availability and responsiveness of applications.",
-        "product_url": "https://www.barracuda.com/products/loadbalancer",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "831",
-        "product_name": "Pulse Secure Virtual Traffic Manager",
-        "product_description": "Pulse Secure Virtual Traffic Manager provides application delivery services with load balancing and traffic management, ensuring efficient and secure application access.",
-        "product_url": "https://www.pulsesecure.net/products/pulse-virtual-traffic-manager/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "832",
-        "product_name": "JumpCloud",
-        "product_description": "JumpCloud offers cloud-based directory services with secure remote access solutions, simplifying user authentication and access management without the need for a VPN.",
-        "product_url": "https://jumpcloud.com/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "833",
-        "product_name": "BeyondTrust Remote Support",
-        "product_description": "BeyondTrust provides secure remote support solutions, allowing IT teams to access and troubleshoot devices remotely with features like screen sharing and file transfer.",
-        "product_url": "https://www.beyondtrust.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "834",
-        "product_name": "TeamViewer",
-        "product_description": "TeamViewer is a widely-used remote support and access solution, enabling users to connect to and control devices remotely for troubleshooting and collaboration.",
-        "product_url": "https://www.teamviewer.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "835",
-        "product_name": "ConnectWise Control",
-        "product_description": "ConnectWise Control offers remote support and access capabilities, allowing IT professionals to provide assistance and manage devices securely.",
-        "product_url": "https://www.connectwise.com/software/control",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "836",
-        "product_name": "LogMeIn Pro",
-        "product_description": "LogMeIn Pro provides remote access and support features, allowing users to connect to and control their devices from anywhere for troubleshooting and file access.",
-        "product_url": "https://www.logmein.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "837",
-        "product_name": "Zoho Assist",
-        "product_description": "Zoho Assist is a remote support and access solution that facilitates secure connections for troubleshooting, file transfer, and collaborative problem-solving.",
-        "product_url": "https://www.zoho.com/assist/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "838",
-        "product_name": "AnyDesk",
-        "product_description": "AnyDesk is a remote desktop software that enables secure and fast connections for remote access, making it suitable for IT support and collaborative work.",
-        "product_url": "https://anydesk.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "839",
-        "product_name": "Splashtop Business Access",
-        "product_description": "Splashtop offers remote access solutions for businesses, allowing users to connect to their devices securely and access files and applications remotely.",
-        "product_url": "https://www.splashtop.com/business",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "840",
-        "product_name": "GoToMyPC",
-        "product_description": "GoToMyPC provides secure remote access to computers, enabling users to work from anywhere and access files and applications as if they were in front of their desktop.",
-        "product_url": "https://get.gotomypc.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "841",
-        "product_name": "Chrome Remote Desktop",
-        "product_description": "Chrome Remote Desktop is a free remote access solution from Google, allowing users to securely connect to their computers from other devices using the Chrome browser.",
-        "product_url": "https://remotedesktop.google.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "842",
-        "product_name": "Cloudflare DDoS Protection",
-        "product_description": "Cloudflare offers robust DDoS protection services, leveraging a global network to mitigate attacks and ensure uninterrupted online operations for businesses.",
-        "product_url": "https://www.cloudflare.com/ddos/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "843",
-        "product_name": "Akamai Kona Site Defender",
-        "product_description": "Akamai's Kona Site Defender provides DDoS protection, web application firewall, and CDN services, safeguarding websites and applications from various cyber threats.",
-        "product_url": "https://www.akamai.com/products/app-and-api-protector",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "844",
-        "product_name": "Arbor Networks APS",
-        "product_description": "Arbor Networks' Advanced Threat Solutions (APS) provides DDoS protection with real-time threat intelligence, helping organizations defend against complex and evolving attacks.",
-        "product_url": "https://www.arbornetworks.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "845",
-        "product_name": "Imperva DDoS Protection",
-        "product_description": "Imperva's DDoS protection solution uses machine learning and behavioral analytics to detect and mitigate DDoS attacks, ensuring the availability of web applications.",
-        "product_url": "https://www.imperva.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "846",
-        "product_name": "Radware DefensePro",
-        "product_description": "Radware's DefensePro offers DDoS protection with adaptive detection and mitigation capabilities, safeguarding networks and applications from multi-vector attacks.",
-        "product_url": "https://www.radware.com/products/defensepro/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "847",
-        "product_name": "Neustar SiteProtect",
-        "product_description": "Neustar's SiteProtect delivers DDoS protection, DNS security, and load balancing services, ensuring optimal performance and security for online assets.",
-        "product_url": "https://www.home.neustar/products/siteprotect",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "848",
-        "product_name": "F5 Silverline DDoS Protection",
-        "product_description": "F5's Silverline DDoS Protection provides cloud-based services to defend against DDoS attacks, offering scalable and flexible protection for online applications.",
-        "product_url": "https://community.f5.com/kb/technicalarticles/f5-silverline-ddos-protection-faq/278344",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "849",
-        "product_name": "Fortinet FortiDDoS",
-        "product_description": "Fortinet's FortiDDoS provides DDoS protection with behavioral-based detection and mitigation, ensuring the availability and performance of online services.",
-        "product_url": "https://www.fortinet.com/products/ddos/fortiddos",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "850",
-        "product_name": "Nexusguard DDoS Protection",
-        "product_description": "Nexusguard offers cloud-based DDoS protection services, leveraging global scrubbing centers to mitigate attacks and maintain online service availability.",
-        "product_url": "https://www.nexusguard.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "851",
-        "product_name": "Corero SmartWall Threat Defense System",
-        "product_description": "Corero's SmartWall Threat Defense System provides real-time DDoS protection for networks, offering automatic and surgical mitigation to keep services operational.",
-        "product_url": "https://www.corero.com/products/smartwall-threat-defense-system/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "852",
-        "product_name": "Google Cloud DNS",
-        "product_description": "Google Cloud DNS is a scalable and reliable Domain Name System (DNS) service, providing low-latency DNS responses and global coverage for efficient and secure name resolution.",
-        "product_url": "https://cloud.google.com/dns",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "853",
-        "product_name": "Amazon Route 53",
-        "product_description": "Amazon Route 53 is a highly available and scalable DNS web service by AWS, offering domain registration, DNS routing, and health checking to ensure optimal application performance.",
-        "product_url": "https://aws.amazon.com/route53/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "854",
-        "product_name": "Cloudflare DNS",
-        "product_description": "Cloudflare DNS is a fast and secure global DNS service that enhances website performance, provides DDoS protection, and ensures privacy for end-users with DNS over HTTPS (DoH) support.",
-        "product_url": "https://www.cloudflare.com/dns/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "855",
-        "product_name": "Cisco Umbrella",
-        "product_description": "Cisco Umbrella is a cloud-delivered DNS security solution that protects users from threats, enforces security policies, and provides visibility into internet activity across all devices and locations.",
-        "product_url": "https://umbrella.cisco.com/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "856",
-        "product_name": "Quad9 DNS",
-        "product_description": "Quad9 DNS is a free, privacy-focused DNS service that blocks access to malicious domains, enhancing security for end-users without compromising their privacy.",
-        "product_url": "https://www.quad9.net/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "857",
-        "product_name": "Oracle Cloud Infrastructure DNS",
-        "product_description": "Oracle Cloud Infrastructure DNS is a globally distributed and highly available DNS service, providing low-latency name resolution and seamless integration with Oracle Cloud services.",
-        "product_url": "https://www.oracle.com/cloud/networking/dns/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "858",
-        "product_name": "NS1 Managed DNS",
-        "product_description": "NS1 offers a Managed DNS service with advanced traffic management capabilities, ensuring optimal application performance and availability through intelligent DNS routing.",
-        "product_url": "https://ns1.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "859",
-        "product_name": "BlueCat DNS Integrity",
-        "product_description": "BlueCat DNS Integrity is an enterprise DNS solution that provides DNS, DHCP, and IP Address Management (IPAM) services with enhanced security and control over network resources.",
-        "product_url": "https://www.bluecatnetworks.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "860",
-        "product_name": "Infoblox Advanced DNS Protection",
-        "product_description": "Infoblox Advanced DNS Protection offers security against DNS-based attacks, ensuring the reliability and integrity of DNS infrastructure in enterprise networks.",
-        "product_url": "https://www.infoblox.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "861",
-        "product_name": "PowerDNS",
-        "product_description": "PowerDNS is an open-source DNS server that provides high performance, flexibility, and extensibility, making it suitable for a variety of DNS deployment scenarios.",
-        "product_url": "https://www.powerdns.com/",
-        "open_source": "t",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "862",
-        "product_name": "Google Cloud DNS (Private Zones)",
-        "product_description": "Google Cloud DNS offers Private Zones, allowing users to create and manage custom DNS zones for internal networking within Google Cloud, providing secure and efficient name resolution.",
-        "product_url": "https://cloud.google.com/dns/docs/zones",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "863",
-        "product_name": "Amazon Route 53 Resolver",
-        "product_description": "Amazon Route 53 Resolver enables users to forward DNS queries between their on-premises networks and AWS, facilitating hybrid cloud configurations with secure and reliable DNS resolution.",
-        "product_url": "https://aws.amazon.com/route53/resolver/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "864",
-        "product_name": "Cloudflare Magic Transit",
-        "product_description": "Cloudflare Magic Transit extends DDoS protection to the entire IP stack, including DNS infrastructure, ensuring secure and resilient DNS resolution for both public and private networks.",
-        "product_url": "https://www.cloudflare.com/magic-transit/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "865",
-        "product_name": "Cisco Umbrella (Virtual Appliance)",
-        "product_description": "Cisco Umbrella Virtual Appliance extends DNS-layer security to on-premises networks, offering protection against threats and enforcing security policies for internal DNS requests.",
-        "product_url": "https://umbrella.cisco.com/products/cloud-delivered-firewall",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "866",
-        "product_name": "BlueCat Adaptive DNS",
-        "product_description": "BlueCat Adaptive DNS is a comprehensive DNS, DHCP, and IP Address Management (IPAM) solution that provides private DNS services with advanced automation and security features.",
-        "product_url": "https://www.bluecatnetworks.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "867",
-        "product_name": "Infoblox Secure DNS",
-        "product_description": "Infoblox Secure DNS enhances private DNS security with threat intelligence, DNS firewall capabilities, and advanced analytics to protect internal networks from cyber threats.",
-        "product_url": "https://www.infoblox.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "868",
-        "product_name": "NS1 Private DNS",
-        "product_description": "NS1 Private DNS is a managed DNS solution designed for private networks, providing intelligent traffic management, automation, and visibility for optimal application performance in internal environments.",
-        "product_url": "https://ns1.com/blog/announcing-private-dns-putting-ns1s-next-generation-dns-stack-directly-in-your-hands",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "869",
-        "product_name": "PowerDNS Authoritative Server",
-        "product_description": "PowerDNS Authoritative Server is an open-source DNS server that supports private DNS deployments, offering flexibility and extensibility for managing internal domain name resolution.",
-        "product_url": "https://www.powerdns.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "870",
-        "product_name": "BIND (Berkeley Internet Name Domain)",
-        "product_description": "BIND is an open-source DNS server software that can be configured for private DNS setups, offering reliability and scalability for internal domain name resolution.",
-        "product_url": "https://www.isc.org/bind/",
-        "open_source": "t",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "871",
-        "product_name": "Azure Arc-enabled DNS",
-        "product_description": "Azure Arc enables extending Azure DNS capabilities to on-premises environments, providing a unified management experience for private DNS zones and seamless integration with Azure services.",
-        "product_url": "https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/hybrid/arc-enabled-servers/eslz-arc-servers-connectivity",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "872",
-        "product_name": "Google Cloud DNS (Private Resolution)",
-        "product_description": "Google Cloud DNS offers Private Resolution, allowing users to resolve DNS queries privately within Google Cloud, ensuring secure and efficient name resolution for internal resources.",
-        "product_url": "https://cloud.google.com/dns/docs/best-practices",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "873",
-        "product_name": "Amazon Route 53 Resolver (Forwarding Rules)",
-        "product_description": "Amazon Route 53 Resolver enables users to create forwarding rules, facilitating DNS resolution between on-premises networks and AWS, enhancing hybrid cloud connectivity with secure DNS resolution.",
-        "product_url": "https://aws.amazon.com/route53/resolver/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "874",
-        "product_name": "AWS Direct Connect",
-        "product_description": "AWS Direct Connect establishes dedicated network connections between on-premises data centers and AWS, providing a private and reliable link for enhanced cloud connectivity with lower latency.",
-        "product_url": "https://aws.amazon.com/directconnect/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "875",
-        "product_name": "Google Cloud Interconnect (Dedicated Interconnect)",
-        "product_description": "Google Cloud Interconnect offers Dedicated Interconnect, allowing organizations to establish private and direct connections between their on-premises networks and Google Cloud for improved performance and security.",
-        "product_url": "https://cloud.google.com/network-connectivity/docs/interconnect/concepts/dedicated-overview",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "876",
-        "product_name": "Equinix Fabric",
-        "product_description": "Equinix Fabric provides on-demand, SDN-enabled interconnection services, allowing users to connect to cloud service providers, including Azure, with low-latency, high-performance, and scalable network connectivity.",
-        "product_url": "https://www.equinix.com/products/equinix-fabric/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "877",
-        "product_name": "Megaport Cloud Router",
-        "product_description": "Megaport Cloud Router enables users to build virtual routers and establish Layer 3 connectivity between on-premises networks and cloud providers, including Azure, offering flexibility and control over network configurations.",
-        "product_url": "https://www.megaport.com/services/megaport-cloud-router/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "878",
-        "product_name": "Cologix Access Marketplace",
-        "product_description": "Cologix Access Marketplace provides a platform for interconnecting with various cloud providers, including Azure, offering diverse connectivity options and direct access to cloud services.",
-        "product_url": "https://www.cologix.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "879",
-        "product_name": "PacketFabric Cloud Router",
-        "product_description": "PacketFabric Cloud Router allows users to create virtual routers and establish private, high-performance connections to cloud providers, including Azure, with simplified network management.",
-        "product_url": "https://www.packetfabric.com/services/cloud-router",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "880",
-        "product_name": "Interoute Virtual Data Centre (VDC)",
-        "product_description": "Interoute VDC offers scalable and flexible cloud connectivity solutions, enabling organizations to establish secure, high-speed connections between on-premises locations and cloud environments, including Azure.",
-        "product_url": "https://www.discovergermany.com/interoute-virtual-data-centre/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "881",
-        "product_name": "Colt On Demand",
-        "product_description": "Colt On Demand provides agile and on-demand network connectivity, allowing organizations to establish dedicated connections to cloud providers, including Azure, for enhanced network performance.",
-        "product_url": "https://www.colt.net/connectivity/on-demand/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "882",
-        "product_name": "AT&T NetBond for Cloud",
-        "product_description": "AT&T NetBond for Cloud creates a secure and private connection between on-premises networks and Azure, leveraging AT&T's global network infrastructure for improved reliability and performance.",
-        "product_url": "https://www.business.att.com/products/netbond.html",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "883",
-        "product_name": "Orange Business Services Connectivity",
-        "product_description": "Orange Business Services offers a range of connectivity solutions, including SD-WAN and private networks, to connect on-premises locations to Azure with optimized performance and security.",
-        "product_url": "https://www.orange-business.com/en/connectivity",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "884",
-        "product_name": "Palo Alto Networks VM-Series Firewall",
-        "product_description": "Palo Alto Networks VM-Series Firewall delivers advanced threat prevention and security capabilities in a virtualized form factor, providing comprehensive protection for applications and data in Azure environments.",
-        "product_url": "https://www.paloaltonetworks.com/network-security/vm-series-virtual-next-generation-firewall",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "885",
-        "product_name": "Check Point CloudGuard",
-        "product_description": "Check Point CloudGuard offers a cloud-native security solution for Azure, providing advanced threat prevention, network security, and identity awareness to safeguard applications and workloads.",
-        "product_url": "https://www.checkpoint.com/cloudguard/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "886",
-        "product_name": "Fortinet FortiGate VM",
-        "product_description": "Fortinet FortiGate VM is a virtualized firewall solution that delivers robust security features, including intrusion prevention, VPN, and application control, for protecting Azure-based resources.",
-        "product_url": "https://www.fortinet.com/products/private-cloud-security/fortigate-virtual-appliances",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "887",
-        "product_name": "Cisco Secure Firewall Virtual Appliance",
-        "product_description": "Cisco Secure Firewall Virtual Appliance provides scalable and high-performance firewall capabilities for Azure, enabling organizations to secure their cloud infrastructure and applications.",
-        "product_url": "https://www.cisco.com/c/en/us/products/collateral/security/adaptive-security-virtual-appliance-asav/adapt-security-virtual-appliance-ds.html",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "888",
-        "product_name": "Barracuda CloudGen Firewall",
-        "product_description": "Barracuda CloudGen Firewall offers next-generation firewall features for Azure, including application-based policy enforcement, VPN connectivity, and advanced threat protection.",
-        "product_url": "https://www.barracuda.com/products/cloudgenfirewall",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "889",
-        "product_name": "Sophos XG Firewall",
-        "product_description": "Sophos XG Firewall delivers advanced security features for Azure, including intrusion prevention, web filtering, and application control, ensuring comprehensive protection for cloud-based assets.",
-        "product_url": "https://www.sophos.com/en-us/products/next-gen-firewall/tech-specs",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "890",
-        "product_name": "Juniper Networks vSRX Virtual Firewall",
-        "product_description": "Juniper Networks vSRX is a virtualized security solution for Azure, offering advanced threat mitigation, VPN support, and network segmentation to enhance cloud security.",
-        "product_url": "https://www.juniper.net/us/en/products/security/srx-series/vsrx-virtual-firewall.html",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "891",
-        "product_name": "WatchGuard Firebox Cloud",
-        "product_description": "WatchGuard Firebox Cloud provides scalable and high-performance firewall services for Azure, offering network security, intrusion prevention, and secure VPN connectivity.",
-        "product_url": "https://www.watchguard.com/wgrd-products/cloud-and-virtual-firewalls/firebox-cloud",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "892",
-        "product_name": "Azure Sentinel",
-        "product_description": "Azure Sentinel, Microsoft's cloud-native SIEM (Security Information and Event Management) solution, provides intelligent security analytics and threat detection to enhance the overall security posture of Azure environments.",
-        "product_url": "https://azure.microsoft.com/en-us/services/azure-sentinel/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "893",
-        "product_name": "Trend Micro Cloud One - Network Security",
-        "product_description": "Trend Micro Cloud One - Network Security offers cloud-native security for Azure, providing intrusion prevention, application control, and threat intelligence to protect cloud workloads and applications.",
-        "product_url": "https://www.trendmicro.com/en_us/business/products/hybrid-cloud/cloud-one-network-security.html",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "894",
-        "product_name": "Cloudflare CDN",
-        "product_description": "Cloudflare CDN is a global content delivery network that enhances the performance and security of web applications by distributing content across a vast network of servers, ensuring faster load times and DDoS protection.",
-        "product_url": "https://www.cloudflare.com/cdn/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "895",
-        "product_name": "Akamai Content Delivery Network (CDN)",
-        "product_description": "Akamai's CDN optimizes content delivery, accelerates web performance, and improves reliability. It includes features such as edge caching, global server load balancing, and security mechanisms.",
-        "product_url": "https://www.akamai.com/solutions/content-delivery-network",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "896",
-        "product_name": "Amazon CloudFront",
-        "product_description": "Amazon CloudFront is a scalable CDN service that accelerates the delivery of static and dynamic content, integrating seamlessly with other AWS services to provide low-latency and high-performance content delivery.",
-        "product_url": "https://aws.amazon.com/cloudfront/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "897",
-        "product_name": "Fastly Edge Cloud",
-        "product_description": "Fastly's Edge Cloud platform offers a content delivery network with real-time caching, image optimization, and security features. It focuses on delivering content with low latency and high throughput.",
-        "product_url": "https://www.fastly.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "898",
-        "product_name": "Imperva CDN",
-        "product_description": "Imperva CDN enhances website performance and security, providing caching, load balancing, and DDoS protection. It improves user experience and safeguards against various cyber threats.",
-        "product_url": "https://www.imperva.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "899",
-        "product_name": "StackPath CDN",
-        "product_description": "StackPath CDN optimizes content delivery, enhances website performance, and includes security features. It provides a global network of edge servers to reduce latency and improve user experience.",
-        "product_url": "https://support.stackpath.com/hc/en-us/categories/360002550391-CDN",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "900",
-        "product_name": "Limelight Networks Content Delivery Services",
-        "product_description": "Limelight Networks offers CDN services with a focus on content delivery acceleration, video streaming optimization, and scalable global traffic distribution.",
-        "product_url": "https://www.limelight.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "901",
-        "product_name": "KeyCDN",
-        "product_description": "KeyCDN is a content delivery network that accelerates website performance by efficiently delivering static assets and dynamic content. It includes features like real-time analytics and secure token authentication.",
-        "product_url": "https://www.keycdn.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "902",
-        "product_name": "CDNetworks Cloud Security",
-        "product_description": "CDNetworks Cloud Security combines CDN capabilities with security features, offering DDoS protection, web application firewall (WAF), and secure content delivery to mitigate cyber threats.",
-        "product_url": "https://www.cdnetworks.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "903",
-        "product_name": "Instart Web Performance Optimization",
-        "product_description": "Instart's Web Performance Optimization solution combines CDN functionality with machine learning to accelerate website performance, optimize images, and deliver a superior user experience.",
-        "product_url": "N/A",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "904",
-        "product_name": "Amazon VPC Peering",
-        "product_description": "Amazon VPC Peering enables secure and direct network connectivity between Amazon Virtual Private Clouds (VPCs), allowing the exchange of traffic without traversing the public internet.",
-        "product_url": "https://docs.aws.amazon.com/vpc/latest/peering/what-is-vpc-peering.html",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "905",
-        "product_name": "Google Cloud Interconnect",
-        "product_description": "Google Cloud Interconnect provides dedicated and private network connections between on-premises data centers and Google Cloud, enhancing security and reducing latency for data transfer.",
-        "product_url": "https://cloud.google.com/interconnect",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "906",
-        "product_name": "Oracle Cloud Network Cloud Service",
-        "product_description": "Oracle Cloud Network Cloud Service allows enterprises to create private connections between their on-premises data centers and Oracle Cloud, ensuring secure and reliable data transfer.",
-        "product_url": "https://www.oracle.com/cloud/networking/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "907",
-        "product_name": "DigitalOcean VPC Peering",
-        "product_description": "DigitalOcean VPC Peering enables private communication between Virtual Private Clouds, allowing users to securely connect resources across different VPCs within the DigitalOcean cloud.",
-        "product_url": "https://docs.digitalocean.com/products/networking/vpc/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "908",
-        "product_name": "Cisco SD-WAN",
-        "product_description": "Cisco SD-WAN (Software-Defined Wide Area Networking) provides a secure and optimized way to connect and manage distributed networks, ensuring efficient communication between different locations.",
-        "product_url": "https://www.cisco.com/c/en/us/solutions/enterprise-networks/sd-wan/what-is-sd-wan.html",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "909",
-        "product_name": "Zscaler Private Access",
-        "product_description": "Zscaler Private Access is a cloud-based service that provides secure and direct access to applications and data, allowing users to connect to resources without exposing them to the public internet.",
-        "product_url": "https://www.zscaler.com/products/zscaler-private-access",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "910",
-        "product_name": "Amazon VPC Endpoints",
-        "product_description": "Amazon VPC Endpoints allow secure and direct connections between Amazon Virtual Private Clouds (VPCs) and AWS services, avoiding exposure to the public internet for enhanced security.",
-        "product_url": "https://docs.aws.amazon.com/whitepapers/latest/aws-privatelink/what-are-vpc-endpoints.html",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "911",
-        "product_name": "Google Cloud Private Service Connect",
-        "product_description": "Google Cloud Private Service Connect enables private and direct connectivity between different Google Cloud projects, ensuring secure communication without using public IP addresses.",
-        "product_url": "https://cloud.google.com/vpc/docs/private-service-connect",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "912",
-        "product_name": "IBM Cloud Service Endpoint",
-        "product_description": "IBM Cloud Service Endpoint offers private and dedicated connections between on-premises infrastructure and specific IBM Cloud services, enhancing security and minimizing exposure to the public internet.",
-        "product_url": "https://cloud.ibm.com/docs/overview?topic=overview-endpoints",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "913",
-        "product_name": "Oracle Cloud Service Gateway",
-        "product_description": "Oracle Cloud Service Gateway provides private and secure connections between on-premises networks and Oracle Cloud services, allowing organizations to access cloud resources without traversing the public internet.",
-        "product_url": "https://www.oracle.com/cloud/networking/service-gateway/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "914",
-        "product_name": "DigitalOcean VPC Endpoints",
-        "product_description": "DigitalOcean VPC Endpoints enable private communication between Virtual Private Clouds (VPCs) and various DigitalOcean services, ensuring data transfer without exposure to the public internet.",
-        "product_url": "https://docs.digitalocean.com/products/networking/vpc/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "915",
-        "product_name": "Alibaba Cloud Smart Access Gateway",
-        "product_description": "Alibaba Cloud Smart Access Gateway provides secure and private connections between on-premises networks and Alibaba Cloud services, optimizing data transfer across different environments.",
-        "product_url": "https://www.alibabacloud.com/product/sag",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "916",
-        "product_name": "Cisco Secure Internet Gateway (Umbrella)",
-        "product_description": "Cisco Secure Internet Gateway offers a cloud-delivered security solution that provides private and secure access to the internet, protecting users from threats without backhauling traffic to the data center.",
-        "product_url": "https://umbrella.cisco.com/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "917",
-        "product_name": "Azure Bastion",
-        "product_description": "Azure Bastion provides secure and private RDP and SSH connectivity to Azure virtual machines, eliminating the need for public IP addresses and reducing exposure to external threats.",
-        "product_url": "https://azure.microsoft.com/en-us/services/azure-bastion/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "918",
-        "product_name": "Amazon Elastic IP Addresses (EIP)",
-        "product_description": "Amazon EIPs are static IP addresses designed for dynamic cloud computing on Amazon Web Services (AWS), providing persistent and easily movable public IP addresses for EC2 instances.",
-        "product_url": "https://docs.aws.amazon.com/AWSEC2/latest/UserGuide/elastic-ip-addresses-eip.html",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "919",
-        "product_name": "Google Cloud External IP Addresses",
-        "product_description": "Google Cloud External IP Addresses offer public IP resources for virtual machine instances and other Google Cloud services, enabling connectivity to applications and services over the internet.",
-        "product_url": "https://cloud.google.com/compute/docs/ip-addresses",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "920",
-        "product_name": "IBM Cloud Public IP Addresses",
-        "product_description": "IBM Cloud provides Public IP Addresses that allow users to expose their virtual server instances or services to the public internet, facilitating external access to applications hosted on the IBM Cloud.",
-        "product_url": "https://cloud.ibm.com/docs/vpc?topic=vpc-getting-started",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "921",
-        "product_name": "Oracle Cloud Public IP",
-        "product_description": "Oracle Cloud Public IP service provides static public IP addresses that can be associated with various resources, such as compute instances, load balancers, and other Oracle Cloud services.",
-        "product_url": "https://docs.oracle.com/en-us/iaas/Content/Network/Tasks/managingpublicIPs.htm",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "922",
-        "product_name": "DigitalOcean Floating IPs",
-        "product_description": "DigitalOcean Floating IPs allow developers to quickly reassign public IP addresses between different Droplets (virtual machines), providing flexibility in managing and redirecting traffic to specific instances.",
-        "product_url": "https://www.digitalocean.com/docs/networking/floating-ips/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "923",
-        "product_name": "Alibaba Cloud Elastic IP",
-        "product_description": "Alibaba Cloud Elastic IP provides static public IP addresses for Alibaba Cloud instances, ensuring consistent accessibility to applications and services hosted on the Alibaba Cloud platform.",
-        "product_url": "https://www.alibabacloud.com/product/elastic-ip",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "924",
-        "product_name": "Cisco Umbrella Investigate",
-        "product_description": "Cisco Umbrella Investigate is a threat intelligence solution that helps organizations investigate and understand domains, IPs, and other internet entities, providing insights for security and threat analysis.",
-        "product_url": "https://umbrella.cisco.com/products/umbrella-investigate",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "925",
-        "product_name": "Zscaler Internet Access",
-        "product_description": "Zscaler Internet Access is a cloud-based security service that offers secure internet access for users, protecting against cyber threats and ensuring policy enforcement without the need for on-premises appliances.",
-        "product_url": "https://www.zscaler.com/products/zscaler-internet-access",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "926",
-        "product_name": "Cloudflare Spectrum",
-        "product_description": "Cloudflare Spectrum extends DDoS protection and traffic acceleration to any TCP/UDP service, providing a secure and performant solution for exposing services on the internet while mitigating security risks.",
-        "product_url": "https://developers.cloudflare.com/spectrum/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "927",
-        "product_name": "Azure Front Door",
-        "product_description": "Azure Front Door is a global, scalable entry-point that uses the Microsoft global edge network to optimize and secure web applications, providing features like traffic acceleration, DDoS protection, and SSL termination.",
-        "product_url": "https://azure.microsoft.com/en-us/services/frontdoor/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "928",
-        "product_name": "Cisco SD-WAN Routing",
-        "product_description": "Cisco's SD-WAN (Software-Defined Wide Area Network) solution includes advanced routing capabilities, allowing organizations to optimize network traffic, enhance application performance, and simplify management.",
-        "product_url": "https://www.cisco.com/c/en/us/td/docs/routers/sdwan/configuration/routing/ios-xe-17/routing-book-xe/m-unicast-routing.html",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "929",
-        "product_name": "Juniper Networks Contrail SD-WAN",
-        "product_description": "Juniper's Contrail SD-WAN solution provides dynamic and intelligent routing capabilities to optimize network traffic, improve application performance, and enhance overall connectivity for distributed enterprises.",
-        "product_url": "https://www.juniper.net/us/en/products/sdn-and-orchestration/contrail.html",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "930",
-        "product_name": "F5 BIG-IP Local Traffic Manager (LTM)",
-        "product_description": "F5's BIG-IP LTM is an application delivery controller that includes robust traffic management and routing features, ensuring efficient and secure distribution of application traffic across servers.",
-        "product_url": "https://www.f5.com/products/big-ip",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "931",
-        "product_name": "Palo Alto Networks Prisma Access",
-        "product_description": "Palo Alto Networks Prisma Access provides cloud-delivered security services with advanced routing capabilities, enabling organizations to secure remote users and branch offices while optimizing network performance.",
-        "product_url": "https://www.paloaltonetworks.com/prisma/access",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "932",
-        "product_name": "Aruba Networks SD-WAN",
-        "product_description": "Aruba Networks offers an SD-WAN solution with intelligent routing capabilities, allowing organizations to enhance network performance, optimize application delivery, and simplify branch office connectivity.",
-        "product_url": "https://www.arubanetworks.com/solutions/sd-branch/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "933",
-        "product_name": "Fortinet FortiGate Next-Generation Firewall",
-        "product_description": "Fortinet's FortiGate firewall includes routing functionalities, offering a comprehensive security solution with advanced threat protection and routing capabilities for network optimization.",
-        "product_url": "https://www.fortinet.com/products/next-generation-firewall",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "934",
-        "product_name": "VMware NSX-T Data Center",
-        "product_description": "VMware NSX-T Data Center provides a software-defined networking solution with advanced routing features, enabling organizations to create scalable and agile network infrastructures.",
-        "product_url": "https://www.vmware.com/products/nsx.html",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "935",
-        "product_name": "Riverbed SteelConnect SD-WAN",
-        "product_description": "Riverbed's SteelConnect SD-WAN solution offers intelligent routing and optimization of network traffic, providing enhanced connectivity and performance for distributed enterprises.",
-        "product_url": "https://www.riverbed.com/solutions/sd-wan.html",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "936",
-        "product_name": "F5 BIG-IP Application Delivery Controller (ADC)",
-        "product_description": "F5's BIG-IP ADC offers robust load balancing capabilities, distributing network traffic efficiently to enhance application performance, availability, and security.",
-        "product_url": "https://www.f5.com/products/big-ip",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "937",
-        "product_name": "Barracuda CloudGen WAF",
-        "product_description": "Barracuda's CloudGen WAF (Web Application Firewall) includes load balancing features to ensure the availability and performance of web applications while providing robust security against web-based threats.",
-        "product_url": "https://www.barracuda.com/solutions/aws/solutions/waf",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "938",
-        "product_name": "Avi Networks Load Balancer (by VMware)",
-        "product_description": "Avi Networks, now part of VMware, provides a software-defined load balancer that offers advanced load balancing services for applications, improving performance and ensuring high availability.",
-        "product_url": "https://avinetworks.com/software-load-balancer/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "939",
-        "product_name": "Microsoft Azure Application Gateway",
-        "product_description": "While not an alternative to itself, Microsoft Azure's Application Gateway is worth mentioning for its native load balancing capabilities, providing layer 7 load balancing for applications in Azure environments.",
-        "product_url": "https://azure.microsoft.com/en-us/services/application-gateway/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "940",
-        "product_name": "SolarWinds Network Performance Monitor (NPM)",
-        "product_description": "SolarWinds NPM is a comprehensive network monitoring solution that provides real-time visibility into network performance, enabling proactive issue resolution and optimization.",
-        "product_url": "https://www.solarwinds.com/network-performance-monitor",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "941",
-        "product_name": "PRTG Network Monitor",
-        "product_description": "PRTG is an all-in-one network monitoring tool that offers a wide range of sensors for tracking network performance, devices, and applications, ensuring a holistic view of network health.",
-        "product_url": "https://www.paessler.com/prtg",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "942",
-        "product_name": "Wireshark",
-        "product_description": "Wireshark is a widely-used open-source packet analyzer that allows network administrators to capture and analyze network traffic, helping to diagnose issues and optimize network performance.",
-        "product_url": "https://www.wireshark.org/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "943",
-        "product_name": "Nagios Core",
-        "product_description": "Nagios Core is an open-source monitoring system that provides a flexible and extensible platform for monitoring network devices, services, and application health.",
-        "product_url": "https://www.nagios.org/projects/nagios-core/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "944",
-        "product_name": "Cisco DNA Center Assurance",
-        "product_description": "Cisco DNA Center Assurance is part of Cisco's intent-based networking solution, offering advanced analytics and monitoring capabilities to optimize network performance and troubleshoot issues.",
-        "product_url": "https://www.cisco.com/c/en/us/products/cloud-systems-management/dna-center/index.html",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "945",
-        "product_name": "Riverbed SteelCentral",
-        "product_description": "Riverbed SteelCentral is a network performance management (NPM) solution that provides end-to-end visibility into applications and networks, ensuring optimal performance and user experience.",
-        "product_url": "https://support.riverbed.com/content/support/software/steelcentral-npm.html",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "946",
-        "product_name": "Dynatrace",
-        "product_description": "Dynatrace is an application performance monitoring (APM) solution that includes network monitoring capabilities. It provides insights into application dependencies and the impact of network performance on user experience.",
-        "product_url": "https://www.dynatrace.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "947",
-        "product_name": "ManageEngine OpManager",
-        "product_description": "OpManager is a network monitoring and management tool that offers real-time visibility into network performance, devices, and bandwidth utilization, facilitating efficient troubleshooting and optimization.",
-        "product_url": "https://www.manageengine.com/network-monitoring/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "948",
-        "product_name": "LogicMonitor",
-        "product_description": "LogicMonitor is a cloud-based infrastructure monitoring platform that covers networks, servers, and applications, providing insights into performance metrics and facilitating proactive issue resolution.",
-        "product_url": "https://www.logicmonitor.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "949",
-        "product_name": "AppNeta",
-        "product_description": "AppNeta is a network monitoring solution that focuses on end-to-end visibility into application and network performance. It helps organizations optimize the user experience by identifying and addressing performance bottlenecks.",
-        "product_url": "https://www.appneta.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "950",
-        "product_name": "AWS Global Accelerator",
-        "product_description": "AWS Global Accelerator is a service that enables organizations to route traffic over the AWS global network, optimizing the availability and performance of applications.",
-        "product_url": "https://aws.amazon.com/global-accelerator/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "951",
-        "product_name": "Cloudflare Load Balancer",
-        "product_description": "Cloudflare Load Balancer provides global server load balancing, distributing incoming traffic across multiple servers to ensure high availability and optimal performance of applications.",
-        "product_url": "https://www.cloudflare.com/load-balancing/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "952",
-        "product_name": "F5 BIG-IP DNS (formerly GTM)",
-        "product_description": "F5 BIG-IP DNS is a global server load balancing solution that enhances application availability and responsiveness by intelligently distributing traffic across multiple servers and data centers.",
-        "product_url": "https://www.f5.com/products/big-ip/big-ip-dns",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "953",
-        "product_name": "Akamai Global Traffic Management",
-        "product_description": "Akamai's Global Traffic Management optimizes application delivery by directing user requests to the most efficient and available server, improving reliability and reducing latency.",
-        "product_url": "https://www.akamai.com/products/global-traffic-management",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "954",
-        "product_name": "NGINX Plus",
-        "product_description": "NGINX Plus is a high-performance application delivery platform that includes load balancing features to ensure the availability and responsiveness of web applications.",
-        "product_url": "https://www.nginx.com/products/nginx/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "955",
-        "product_name": "Imperva Cloud Application Security",
-        "product_description": "Imperva's Cloud Application Security platform includes global server load balancing capabilities to ensure the availability and resilience of web applications, enhancing user experience.",
-        "product_url": "https://www.imperva.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "956",
-        "product_name": "AWS Virtual Private Cloud (VPC)",
-        "product_description": "AWS VPC enables users to create isolated virtual networks in the cloud, offering control over network configuration, IP addressing, and security settings.",
-        "product_url": "https://aws.amazon.com/vpc/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "957",
-        "product_name": "Google Cloud Virtual Private Cloud (VPC)",
-        "product_description": "Google Cloud VPC allows users to define and manage virtual networks, controlling IP ranges, firewall rules, and connectivity to create a secure and customized network environment.",
-        "product_url": "https://cloud.google.com/vpc",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "958",
-        "product_name": "Cisco Application Centric Infrastructure (ACI)",
-        "product_description": "Cisco ACI is a software-defined networking solution that automates network provisioning, allowing users to create and manage virtual networks efficiently in data center environments.",
-        "product_url": "https://www.cisco.com/c/en/us/solutions/data-center-virtualization/application-centric-infrastructure/index.html",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "959",
-        "product_name": "VMware NSX",
-        "product_description": "VMware NSX is a virtualization and security platform that enables the creation and management of virtual networks, providing agility, scalability, and enhanced security for data center environments.",
-        "product_url": "https://www.vmware.com/products/nsx.html",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "960",
-        "product_name": "Juniper Contrail Networking",
-        "product_description": "Juniper Contrail Networking is a cloud-native networking solution that facilitates the creation of virtual networks, offering automated and secure connectivity for applications and workloads.",
-        "product_url": "https://www.juniper.net/us/en/products-services/sdn/contrail/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "961",
-        "product_name": "HPE Aruba Virtual Switching Extension (VSX)",
-        "product_description": "HPE Aruba VSX is a virtualization solution that extends network capabilities, allowing users to create virtual networks for enhanced flexibility and scalability in data center environments.",
-        "product_url": "https://www.arubanetworks.com/solutions/virtual-switching-extension/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "962",
-        "product_name": "Palo Alto Networks Prisma SD-WAN",
-        "product_description": "Prisma SD-WAN by Palo Alto Networks provides secure and scalable virtual networking solutions, optimizing connectivity and ensuring application performance across distributed locations.",
-        "product_url": "https://www.paloaltonetworks.com/prisma/sd-wan",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "963",
-        "product_name": "Fortinet Secure SD-WAN",
-        "product_description": "Fortinet Secure SD-WAN offers virtual network capabilities, combining networking and security to optimize application performance and ensure secure connectivity across distributed enterprise environments.",
-        "product_url": "https://www.fortinet.com/products/sd-wan",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "964",
-        "product_name": "OpenStack Neutron",
-        "product_description": "OpenStack Neutron is a networking component within the OpenStack cloud platform, providing virtual networking services for cloud environments, including the creation of virtual networks, subnets, and routers.",
-        "product_url": "https://docs.openstack.org/neutron/latest/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "965",
-        "product_name": "Alibaba Cloud Virtual Private Cloud (VPC)",
-        "product_description": "Alibaba Cloud VPC allows users to create isolated virtual networks in the cloud, providing customizable network configurations, security features, and scalable connectivity options.",
-        "product_url": "https://www.alibabacloud.com/product/vpc",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "966",
-        "product_name": "AWS NAT Gateway",
-        "product_description": "AWS NAT Gateway is a managed service that allows seamless and secure internet access for resources within a virtual private cloud (VPC), providing Network Address Translation (NAT) functionality.",
-        "product_url": "https://docs.aws.amazon.com/vpc/latest/userguide/vpc-nat-gateway.html",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "967",
-        "product_name": "Google Cloud Cloud NAT",
-        "product_description": "Google Cloud's Cloud NAT enables outbound internet connectivity for virtual machine instances in a Virtual Private Cloud (VPC) environment, offering automatic scaling and high availability.",
-        "product_url": "https://cloud.google.com/nat/docs/overview",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "968",
-        "product_name": "Cisco Cloud Services Router (CSR) 1000V",
-        "product_description": "Cisco CSR 1000V is a virtual router that supports Network Address Translation (NAT) and provides scalable and secure connectivity for cloud-based applications and workloads.",
-        "product_url": "https://www.cisco.com/c/en/us/products/routers/cloud-services-router-1000v-series/index.html",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "969",
-        "product_name": "VMware NSX Edge",
-        "product_description": "VMware NSX Edge provides network services, including NAT, for virtualized environments. It ensures seamless communication between virtual machines and the external network while maintaining security.",
-        "product_url": "https://www.vmware.com/products/nsx.html",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "970",
-        "product_name": "Juniper Networks vSRX",
-        "product_description": "Juniper vSRX is a virtualized security platform that includes NAT capabilities, offering secure connectivity for applications and data in cloud environments.",
-        "product_url": "https://www.juniper.net/us/en/products/security/srx-series/vsrx-virtual-firewall.html",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "971",
-        "product_name": "Palo Alto Networks VM-Series",
-        "product_description": "Palo Alto Networks VM-Series is a virtualized next-generation firewall that offers advanced security features, including NAT, to ensure secure communication for cloud-based applications.",
-        "product_url": "https://docs.paloaltonetworks.com/vm-series",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "972",
-        "product_name": "Check Point CloudGuard Network Security",
-        "product_description": "Check Point CloudGuard Network Security provides advanced threat prevention and NAT functionality for virtualized environments, ensuring secure connectivity in the cloud.",
-        "product_url": "https://www.checkpoint.com/cloudguard/cloud-network-security/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "973",
-        "product_name": "Huawei Cloud Virtual Private Cloud (VPC) NAT Gateway",
-        "product_description": "Huawei Cloud's VPC NAT Gateway is a managed service that facilitates Network Address Translation (NAT), allowing virtual machines within a VPC to access the internet securely and efficiently.",
-        "product_url": "https://www.huaweicloud.com/intl/en-us/product/nat.html",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "974",
-        "product_name": "Amazon EC2 Elastic Network Interface (ENI)",
-        "product_description": "Amazon EC2 Elastic Network Interface provides virtual network interfaces for EC2 instances, enabling secure communication and attachment to various resources within a Virtual Private Cloud (VPC).",
-        "product_url": "https://docs.aws.amazon.com/AWSEC2/latest/UserGuide/using-eni.html",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "975",
-        "product_name": "Google Cloud Network Interface Cards (NICs)",
-        "product_description": "Google Cloud's NICs offer flexible and scalable networking for virtual machine instances, providing connectivity to virtual networks and external resources in a secure manner.",
-        "product_url": "https://cloud.google.com/compute/docs/networks-and-firewalls#network_interfaces",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "976",
-        "product_name": "VMware NSX-T Distributed Router",
-        "product_description": "VMware NSX-T Distributed Router is a software-defined networking solution that provides advanced routing and connectivity for virtual machines, enhancing the capabilities of network interfaces in virtualized environments.",
-        "product_url": "https://www.vmware.com/products/nsx.html",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "977",
-        "product_name": "Juniper Networks vMX Virtual Router",
-        "product_description": "Juniper vMX is a virtual router that offers scalable and agile networking solutions, optimizing the performance and connectivity of virtual machine network interfaces in cloud environments.",
-        "product_url": "https://www.juniper.net/us/en/products-services/routing/mx-series/vmx/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "978",
-        "product_name": "Fortinet FortiGate-VM Network Interface",
-        "product_description": "Fortinet FortiGate-VM is a virtualized next-generation firewall that enhances network interface capabilities, providing advanced security and connectivity features for cloud-based workloads.",
-        "product_url": "https://www.fortinet.com/content/dam/fortinet/assets/data-sheets/fortigate-vm.pdf",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "979",
-        "product_name": "Palo Alto Networks VM-Series Network Interface",
-        "product_description": "Palo Alto Networks VM-Series is a virtualized next-generation firewall that ensures secure network interfaces for applications in the cloud, offering advanced threat prevention and visibility.",
-        "product_url": "https://docs.paloaltonetworks.com/vm-series/9-1/vm-series-deployment/set-up-a-vm-series-firewall-on-an-esxi-server/install-a-vm-series-firewall-on-vmware-vsphere-hypervisor-esxi/plan-the-interfaces-for-the-vm-series-for-esxi",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "980",
-        "product_name": "Huawei Cloud Elastic Network Interface (ENI)",
-        "product_description": "Huawei Cloud Elastic Network Interface offers scalable and flexible network interfaces for virtual machines, enabling seamless communication and connectivity within a cloud environment.",
-        "product_url": "https://support.huaweicloud.com/intl/en-us/cce_faq/cce_faq_00294.html",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "981",
-        "product_name": "Alibaba Cloud Elastic Network Interface (ENI)",
-        "product_description": "Alibaba Cloud Elastic Network Interface provides customizable and high-performance network interfaces for Elastic Compute Service (ECS) instances, ensuring reliable and secure connectivity in the cloud.",
-        "product_url": "https://www.alibabacloud.com/product/eni",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "982",
-        "product_name": "Cisco SD-WAN (Viptela)",
-        "product_description": "Cisco's SD-WAN (Viptela) is a comprehensive solution that enhances wide-area network (WAN) connectivity, providing organizations with improved application performance, security, and agility.",
-        "product_url": "https://learningnetwork.cisco.com/s/article/cisco-sd-wan-viptela-resources-and-prerequisites",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "983",
-        "product_name": "VMware SD-WAN by VeloCloud",
-        "product_description": "VMware SD-WAN by VeloCloud delivers a cloud-delivered architecture for WAN connectivity, optimizing application performance and ensuring a reliable and efficient network experience.",
-        "product_url": "https://www.velocloud.com/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "984",
-        "product_name": "Aruba EdgeConnect SD-WAN",
-        "product_description": "Aruba EdgeConnect SD-WAN solution offers advanced networking capabilities, including application optimization, security, and automation, to improve connectivity across distributed enterprise environments.",
-        "product_url": "https://www.arubanetworks.com/solutions/sd-branch/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "985",
-        "product_name": "Citrix SD-WAN (formerly NetScaler SD-WAN)",
-        "product_description": "Citrix SD-WAN optimizes application delivery and network performance, enhancing user experience and ensuring efficient connectivity across various locations.",
-        "product_url": "https://docs.netscaler.com/en-us/citrix-sd-wan/current-release.html",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "986",
-        "product_name": "Silver Peak Unity EdgeConnect SD-WAN",
-        "product_description": "Silver Peak's Unity EdgeConnect SD-WAN solution offers application-driven networking, improving the performance and reliability of wide-area network connections for enterprises.",
-        "product_url": "https://www.silver-peak.com/products-services/sd-wan",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "987",
-        "product_name": "Versa Networks SD-WAN",
-        "product_description": "Versa Networks SD-WAN provides a software-defined approach to wide-area networking, offering agility, security, and scalability to optimize connectivity for modern businesses.",
-        "product_url": "https://www.versa-networks.com/products/sd-wan/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "988",
-        "product_name": "Oracle SD-WAN by Talari Networks",
-        "product_description": "Oracle SD-WAN by Talari Networks provides dynamic and reliable WAN connectivity, enhancing application performance and resilience for organizations with distributed operations.",
-        "product_url": "https://docs.oracle.com/en/industries/communications/talari-platform/index.html",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "989",
-        "product_name": "Cisco VPN (AnyConnect)",
-        "product_description": "Cisco's AnyConnect VPN offers a secure and scalable virtual private network (VPN) solution, ensuring encrypted communication for remote users and enhancing network security.",
-        "product_url": "https://www.cisco.com/c/en/us/products/security/anyconnect-secure-mobility-client/index.html",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "990",
-        "product_name": "Fortinet FortiGate VPN",
-        "product_description": "Fortinet's FortiGate VPN solutions offer robust security and scalable VPN connectivity, protecting data in transit and providing secure access for remote users and distributed networks.",
-        "product_url": "https://www.fortinet.com/support/product-downloads",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "991",
-        "product_name": "Check Point VPN (Endpoint Security Client)",
-        "product_description": "Check Point's VPN solution, integrated into the Endpoint Security Client, offers secure remote access, endpoint protection, and encryption to safeguard communication and data.",
-        "product_url": "https://www.checkpoint.com/quantum/remote-access-vpn/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "992",
-        "product_name": "Citrix Gateway (formerly NetScaler Gateway)",
-        "product_description": "Citrix Gateway provides secure remote access and VPN capabilities, ensuring encrypted communication and secure connectivity for users accessing applications and resources.",
-        "product_url": "https://www.citrix.com/en-gb/gateway/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "993",
-        "product_name": "Juniper Networks Junos Pulse Secure Access Service (SSL VPN)",
-        "product_description": "Juniper Networks SSL VPN solution delivers secure access to enterprise resources, offering encrypted communication and ensuring the confidentiality of sensitive data.",
-        "product_url": "https://www.juniper.net/documentation/en_US/release-independent/sa/information-products/pathway-pages/sa-series/product/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "994",
-        "product_name": "SonicWall Secure Mobile Access (SMA)",
-        "product_description": "SonicWall's SMA solution provides secure remote access and VPN services, protecting communication channels and ensuring secure connectivity for remote users.",
-        "product_url": "https://www.sonicwall.com/products/remote-access/vpn-client/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "995",
-        "product_name": "F5 BIG-IP Access Policy Manager (APM)",
-        "product_description": "F5 BIG-IP APM delivers secure remote access and VPN capabilities, offering policy-based access control and ensuring encrypted communication for users connecting to corporate resources.",
-        "product_url": "https://www.f5.com/products/security/access-policy-manager",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "996",
-        "product_name": "OpenVPN Access Server",
-        "product_description": "OpenVPN Access Server provides a scalable and open-source VPN solution, ensuring secure communication and remote access for users connecting to enterprise networks.",
-        "product_url": "https://openvpn.net/access-server/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "997",
-        "product_name": "Barracuda CloudGen Firewall (VPN)",
-        "product_description": "Barracuda CloudGen Firewall offers VPN capabilities, securing remote access and ensuring encrypted communication for users connecting to corporate resources.",
-        "product_url": "https://www.barracuda.com/products/cloudgenfirewall",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "998",
-        "product_name": "Megaport",
-        "product_description": "Megaport's Network as a Service (NaaS) platform provides on-demand, elastic connectivity to various cloud providers, including Azure, offering flexible and scalable network solutions.",
-        "product_url": "https://www.megaport.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "999",
-        "product_name": "PacketFabric",
-        "product_description": "PacketFabric's Network as a Service (NaaS) platform offers scalable and private connectivity to cloud providers, including Azure, with the flexibility to adjust bandwidth as needed.",
-        "product_url": "https://www.packetfabric.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1000",
-        "product_name": "Console Connect by PCCW Global",
-        "product_description": "Console Connect provides a Software-Defined Interconnection\u00ae platform, allowing businesses to establish secure and direct connections to Azure and other cloud services globally.",
-        "product_url": "https://www.consoleconnect.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1001",
-        "product_name": "Tata Communications IZOTM SDWAN",
-        "product_description": "Tata Communications IZOTM SDWAN offers a software-defined wide-area network solution, optimizing connectivity to Azure and ensuring efficient data traffic routing.",
-        "product_url": "https://www.tatacommunications.com/solutions/network/cloud-ready-networks/izo-sdwan/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1002",
-        "product_name": "Zayo CloudLink",
-        "product_description": "Zayo CloudLink provides dedicated, high-performance connectivity to leading cloud service providers, including Azure, with secure and reliable network solutions.",
-        "product_url": "https://www.zayo.com/network/cloudlink/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1003",
-        "product_name": "Interxion",
-        "product_description": "Interxion, a Digital Realty company, offers Cloud Connect services, providing direct and secure connections to various cloud providers, including Azure, within their data center facilities.",
-        "product_url": "https://www.interxion.com/ie",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1004",
-        "product_name": "HashiCorp Boundary",
-        "product_description": "HashiCorp Boundary is a secure access management solution that allows users to access systems and applications without exposing the underlying infrastructure, enhancing security and compliance.",
-        "product_url": "https://www.boundaryproject.io/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1005",
-        "product_name": "SPIFFE (Secure Production Identity Framework For Everyone)",
-        "product_description": "SPIFFE is an open-source project that provides a secure and standardized way to identify and authenticate software services in dynamic and distributed environments.",
-        "product_url": "https://spiffe.io/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1006",
-        "product_name": "CyberArk Alero",
-        "product_description": "CyberArk Alero is a cloud-based solution that enables secure and remote access to critical systems, ensuring privileged access management and reducing the risk of unauthorized access.",
-        "product_url": "https://www.cyberark.com/products/cyberark-alerofree",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1007",
-        "product_name": "Okta Advanced Server Access",
-        "product_description": "Okta Advanced Server Access offers a Zero Trust approach to secure server access, providing strong authentication and authorization controls for administrators and users.",
-        "product_url": "https://www.okta.com/products/advanced-server-access/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1008",
-        "product_name": "BeyondCorp by Google",
-        "product_description": "BeyondCorp is a security model that shifts access controls from the traditional perimeter-based approach to a more identity-centric and zero-trust architecture, enhancing security for users and devices.",
-        "product_url": "https://cloud.google.com/beyondcorp",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1009",
-        "product_name": "Twistlock by Palo Alto Networks",
-        "product_description": "Twistlock, now part of Palo Alto Networks Prisma Cloud, provides container and cloud-native workload security, ensuring the integrity of applications and preventing unauthorized access.",
-        "product_url": "https://www.paloaltonetworks.com/company/press/2019/palo-alto-networks-completes-acquisition-of-twistlock",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1010",
-        "product_name": "Duo Security by Cisco",
-        "product_description": "Duo Security offers multi-factor authentication and zero-trust security solutions, protecting against unauthorized access and ensuring secure user authentication across various devices.",
-        "product_url": "https://duo.com/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1011",
-        "product_name": "Centrify Privileged Access Management",
-        "product_description": "Centrify Privileged Access Management provides comprehensive privileged access controls, including multi-factor authentication and just-in-time privilege elevation, reducing the risk of credential misuse.",
-        "product_url": "https://www.centrify.com/products/privileged-access-management/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1012",
-        "product_name": "Ping Identity Platform",
-        "product_description": "The Ping Identity Platform offers a comprehensive suite of identity and access management solutions, including multi-factor authentication and single sign-on, to ensure secure and efficient access to applications and resources.",
-        "product_url": "https://www.pingidentity.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1013",
-        "product_name": "Varonis Data Security Platform",
-        "product_description": "Varonis provides a comprehensive data protection platform that detects and responds to insider threats, secures sensitive data, and ensures compliance with data protection regulations.",
-        "product_url": "https://www.varonis.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1014",
-        "product_name": "Symantec Data Loss Prevention (DLP)",
-        "product_description": "Symantec DLP helps organizations prevent data breaches by monitoring, detecting, and protecting sensitive information across endpoints, networks, and cloud environments.",
-        "product_url": "https://www.broadcom.com/products/cybersecurity/information-protection/data-loss-prevention",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1015",
-        "product_name": "McAfee Total Protection for Data Loss Prevention",
-        "product_description": "McAfee's DLP solution safeguards sensitive data by monitoring, classifying, and controlling its movement across devices, networks, and cloud applications to prevent unauthorized disclosure.",
-        "product_url": "https://www.mcafee.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1016",
-        "product_name": "Digital Guardian Data Protection Platform",
-        "product_description": "Digital Guardian offers a data-centric security platform that protects sensitive information from insider and outsider threats, providing real-time visibility and control over data usage.",
-        "product_url": "https://digitalguardian.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1017",
-        "product_name": "Forcepoint Data Loss Prevention",
-        "product_description": "Forcepoint's DLP solution safeguards critical data by monitoring and controlling its movement within and outside the organization, preventing data leaks and ensuring compliance.",
-        "product_url": "https://www.forcepoint.com/product/dlp-data-loss-prevention",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1018",
-        "product_name": "Code42 Next-Gen Data Loss Protection",
-        "product_description": "Code42 provides endpoint data protection, focusing on detecting and responding to insider threats, securing intellectual property, and ensuring data visibility and compliance.",
-        "product_url": "https://www.code42.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1019",
-        "product_name": "Vormetric Data Security Platform by Thales",
-        "product_description": "Vormetric, now part of Thales, delivers data-centric security solutions, including encryption, access controls, and tokenization, protecting data across diverse environments and applications.",
-        "product_url": "https://cpl.thalesgroup.com/data-protection",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1020",
-        "product_name": "DigitalOcean VPC Firewall",
-        "product_description": "DigitalOcean's Virtual Private Cloud (VPC) Firewall allows users to define and enforce security rules for their cloud infrastructure, protecting data from unauthorized access and potential breaches.",
-        "product_url": "https://www.digitalocean.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1021",
-        "product_name": "IBM Guardium Data Protection",
-        "product_description": "IBM Guardium offers a comprehensive data protection platform that discovers, classifies, and monitors sensitive data, helping organizations safeguard information and comply with data privacy regulations.",
-        "product_url": "https://www.ibm.com/security/guardium",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1022",
-        "product_name": "Egnyte Content Services Platform",
-        "product_description": "Egnyte provides a content services platform that enables secure collaboration and data governance, offering advanced features for data protection, encryption, and compliance in the cloud and on-premises.",
-        "product_url": "https://www.egnyte.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1023",
-        "product_name": "AWS Key Management Service (KMS)",
-        "product_description": "AWS KMS is a fully managed encryption service that enables users to create and control cryptographic keys, securing data across AWS services and applications.",
-        "product_url": "https://aws.amazon.com/kms/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1024",
-        "product_name": "HashiCorp Vault",
-        "product_description": "HashiCorp Vault provides a comprehensive secrets management solution with encryption, access control, and dynamic secrets generation, ensuring secure storage and distribution of sensitive information.",
-        "product_url": "https://www.hashicorp.com/vault/",
-        "open_source": "t",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1025",
-        "product_name": "Google Cloud Key Management Service (KMS)",
-        "product_description": "Google Cloud KMS allows users to manage cryptographic keys for their cloud applications, providing a secure and centralized platform for key generation, storage, and usage.",
-        "product_url": "https://cloud.google.com/kms",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1026",
-        "product_name": "Azure AD Managed Key Vault",
-        "product_description": "Azure Active Directory (Azure AD) Managed Key Vault offers a simplified key management solution integrated with Azure AD, providing secure and streamlined access to cryptographic keys.",
-        "product_url": "https://azure.microsoft.com/en-us/services/key-vault/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1027",
-        "product_name": "Fortanix Self-Defending Key Management Service",
-        "product_description": "Fortanix provides a self-defending key management service that protects cryptographic keys, secrets, and tokens, ensuring secure key storage and usage across applications.",
-        "product_url": "https://fortanix.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1028",
-        "product_name": "Thales CipherTrust Cloud Key Manager",
-        "product_description": "Thales CipherTrust Cloud Key Manager enables organizations to manage encryption keys across multiple cloud environments, enhancing data protection and regulatory compliance.",
-        "product_url": "https://cpl.thalesgroup.com/encryption/key-management/ciphertrust-cloud-key-manager",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1029",
-        "product_name": "Entrust nShield as a Service",
-        "product_description": "Entrust's nShield as a Service delivers hardware security module (HSM) capabilities in the cloud, providing secure key storage, cryptographic operations, and compliance with industry standards.",
-        "product_url": "https://www.entrust.com/digital-security/hsm/products/nshield-hsms/nshield-as-a-service",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1030",
-        "product_name": "IBM Hyper Protect Crypto Services",
-        "product_description": "IBM Hyper Protect Crypto Services offers a highly secure key management platform with FIPS 140-2 Level 4 certification, ensuring the protection of cryptographic keys and sensitive data.",
-        "product_url": "https://www.ibm.com/cloud/hyper-protect-crypto-services",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1031",
-        "product_name": "Yubico YubiHSM",
-        "product_description": "Yubico's YubiHSM is a hardware security module designed for secure key storage and cryptographic operations, providing a trusted foundation for safeguarding cryptographic assets.",
-        "product_url": "https://www.yubico.com/products/yubihsm/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1032",
-        "product_name": "Azure Dedicated HSM",
-        "product_description": "Azure Dedicated HSM is a hardware security module service within Azure Key Vault, offering dedicated and isolated cryptographic key storage for enhanced security and compliance.",
-        "product_url": "https://azure.microsoft.com/en-us/services/azure-dedicated-hsm/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1033",
-        "product_name": "AWS Secrets Manager",
-        "product_description": "AWS Secrets Manager simplifies the management of sensitive information, such as database credentials and API keys, providing secure storage and retrieval with automatic rotation capabilities.",
-        "product_url": "https://aws.amazon.com/secrets-manager/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1034",
-        "product_name": "IBM Key Protect",
-        "product_description": "IBM Key Protect provides a secure and scalable key management solution for safeguarding cryptographic keys, supporting various encryption use cases within IBM Cloud environments.",
-        "product_url": "https://www.ibm.com/cloud/key-protect",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1035",
-        "product_name": "Nutanix Frame Key Management Service",
-        "product_description": "Nutanix Frame Key Management Service delivers encryption key management capabilities for secure data protection within Nutanix's cloud-based desktop as a service (DaaS) solution.",
-        "product_url": "https://www.nutanix.com/products/frame",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1036",
-        "product_name": "VMware Tanzu Mission Control Encryption Management",
-        "product_description": "VMware Tanzu Mission Control Encryption Management offers centralized key management for securing applications and data across multiple Kubernetes clusters, ensuring compliance and data protection.",
-        "product_url": "https://docs.vmware.com/en/VMware-Tanzu-Mission-Control/index.html",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1037",
-        "product_name": "IBM QRadar",
-        "product_description": "IBM QRadar is a security information and event management (SIEM) solution that provides real-time threat detection and response, offering comprehensive visibility into an organization's security landscape.",
-        "product_url": "https://www.ibm.com/security/in/security-intelligence/qradar",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1038",
-        "product_name": "Splunk Enterprise Security",
-        "product_description": "Splunk Enterprise Security is a robust SIEM platform that centralizes and analyzes security data, providing insights into threats and vulnerabilities, and enabling effective incident response and compliance.",
-        "product_url": "https://www.splunk.com/en_us/products/enterprise-security.html",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1039",
-        "product_name": "LogRhythm NextGen SIEM",
-        "product_description": "LogRhythm's NextGen SIEM combines log and event management with advanced analytics, offering threat detection, response orchestration, and compliance management for enhanced security operations.",
-        "product_url": "https://logrhythm.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1040",
-        "product_name": "ArcSight Enterprise Security Manager (ESM)",
-        "product_description": "ArcSight ESM, now part of Micro Focus, is a SIEM solution that provides real-time correlation, threat detection, and compliance reporting to help organizations proactively manage security risks.",
-        "product_url": "https://www.microfocus.com/en-us/cyberres/secops/arcsight-esm",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1041",
-        "product_name": "RSA NetWitness Platform",
-        "product_description": "RSA NetWitness Platform offers advanced threat detection and response capabilities by analyzing network, log, endpoint, and threat intelligence data, providing comprehensive visibility into cyber threats.",
-        "product_url": "https://www.netwitness.com/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1042",
-        "product_name": "Securonix Next-Gen SIEM",
-        "product_description": "Securonix Next-Gen SIEM leverages behavior analytics and machine learning to detect and respond to advanced threats, providing a scalable solution for security information and event management.",
-        "product_url": "https://www.securonix.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1043",
-        "product_name": "SolarWinds Security Event Manager (SEM)",
-        "product_description": "SolarWinds SEM is a SIEM solution that centralizes log data for analysis, offering threat detection, compliance reporting, and log management to enhance security operations.",
-        "product_url": "https://www.solarwinds.com/security-event-manager",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1044",
-        "product_name": "AlienVault Unified Security Management (USM)",
-        "product_description": "AlienVault USM integrates SIEM with threat intelligence, vulnerability assessment, and incident response, providing a unified solution for threat detection and response.",
-        "product_url": "https://cybersecurity.att.com/products/usm-anywhere",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1045",
-        "product_name": "Graylog",
-        "product_description": "Graylog is an open-source SIEM solution that collects, indexes, and analyzes log data, offering a scalable and customizable platform for monitoring and responding to security incidents.",
-        "product_url": "https://www.graylog.org/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1046",
-        "product_name": "Trustwave SIEM",
-        "product_description": "Trustwave SIEM provides threat detection, incident response, and compliance reporting, helping organizations enhance their security posture through comprehensive log management and analysis.",
-        "product_url": "https://www.trustwave.com/en-us/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1047",
-        "product_name": "AWS Elastic File System (EFS)",
-        "product_description": "AWS EFS is a scalable and fully managed file storage service that supports the creation of elastic file systems, providing high availability and durability for file-based workloads in the cloud.",
-        "product_url": "https://aws.amazon.com/efs/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1048",
-        "product_name": "Google Cloud Filestore",
-        "product_description": "Google Cloud Filestore offers a fully managed file storage service for applications that require a file system interface, with features like high performance and compatibility with common file system protocols.",
-        "product_url": "https://cloud.google.com/filestore",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1049",
-        "product_name": "Nutanix Files",
-        "product_description": "Nutanix Files is a software-defined file storage solution that runs on the Nutanix hyper-converged infrastructure platform, providing scalable and flexible file services for enterprise applications.",
-        "product_url": "https://www.nutanix.com/products/files",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1050",
-        "product_name": "NetApp Cloud Volumes Service",
-        "product_description": "NetApp Cloud Volumes Service is a cloud-native file storage service that enables organizations to run file-based workloads in the cloud with features like high performance, scalability, and data management capabilities.",
-        "product_url": "https://www.netapp.com/cloud-services/cloud-volumes-ontap/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1051",
-        "product_name": "IBM Spectrum Scale",
-        "product_description": "IBM Spectrum Scale is a high-performance, scalable file and object storage solution designed to manage large amounts of data across on-premises and multi-cloud environments.",
-        "product_url": "https://www.ibm.com/cloud/spectrum-scale",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1052",
-        "product_name": "Dell EMC Isilon",
-        "product_description": "Dell EMC Isilon is a scale-out network-attached storage (NAS) solution that provides a highly scalable and efficient platform for storing and managing unstructured data.",
-        "product_url": "https://www.dellemc.com/en-us/storage/isilon/index.htm",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1053",
-        "product_name": "Pure Storage FlashBlade",
-        "product_description": "Pure Storage FlashBlade is a scalable and high-performance file and object storage solution designed for modern data-intensive applications, offering simplicity, flexibility, and rapid data access.",
-        "product_url": "https://www.purestorage.com/products/flashblade.html",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1054",
-        "product_name": "HPE Nimble Storage dHCI",
-        "product_description": "HPE Nimble Storage dHCI (disaggregated hyper-converged infrastructure) includes file services capabilities, providing a flexible and scalable storage solution for virtualized and containerized workloads.",
-        "product_url": "https://www.hpe.com/us/en/storage/nimble-storage-dhci.html",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1055",
-        "product_name": "Cohesity DataPlatform",
-        "product_description": "Cohesity DataPlatform is a hyper-converged secondary storage platform that includes file services, providing a unified solution for data management, backup, and recovery.",
-        "product_url": "https://www.cohesity.com/products/dataplatform/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1056",
-        "product_name": "Qumulo",
-        "product_description": "Qumulo is a file data platform that offers scalable and real-time analytics for unstructured data, providing high-performance file storage with features like visibility, control, and efficiency.",
-        "product_url": "https://qumulo.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1057",
-        "product_name": "NetApp ONTAP Select",
-        "product_description": "NetApp ONTAP Select is a software-defined storage solution that provides data management services, including snapshots, replication, and storage efficiency features, offering flexibility and scalability for various workloads.",
-        "product_url": "https://www.netapp.com/us/products/data-management-software/ontap-select.aspx",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1058",
-        "product_name": "Dell EMC Unity",
-        "product_description": "Dell EMC Unity is a midrange storage platform that offers unified storage and data management capabilities, combining block and file storage with features like snapshots and remote replication for simplified management.",
-        "product_url": "https://www.dellemc.com/en-us/storage/unity.htm",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1059",
-        "product_name": "HPE Nimble Storage",
-        "product_description": "HPE Nimble Storage provides a predictive flash storage solution with integrated data services, ensuring high availability, efficiency, and simplicity for managing data across hybrid cloud environments.",
-        "product_url": "https://www.hpe.com/us/en/storage/nimble.html",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1060",
-        "product_name": "Pure Storage FlashArray",
-        "product_description": "Pure Storage FlashArray is an all-flash storage solution that offers high-performance block storage with features like deduplication, compression, and snapshots, providing a modern and efficient storage infrastructure.",
-        "product_url": "https://www.purestorage.com/products/unified-block-file-storage/flasharray-x.html",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1061",
-        "product_name": "IBM FlashSystem",
-        "product_description": "IBM FlashSystem is a family of all-flash storage solutions designed for high-performance data access, reliability, and data management capabilities, supporting various enterprise applications.",
-        "product_url": "https://www.ibm.com/it-infrastructure/storage/flash",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1062",
-        "product_name": "Cohesity SmartFiles",
-        "product_description": "Cohesity SmartFiles is a file and object storage solution that provides a modern and scalable approach to file services, enabling organizations to consolidate and manage their unstructured data efficiently.",
-        "product_url": "https://www.cohesity.com/products/smartfiles/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1063",
-        "product_name": "Qumulo File Storage",
-        "product_description": "Qumulo offers a scalable and high-performance file storage platform that provides real-time analytics, data visibility, and control for managing large-scale unstructured data workloads.",
-        "product_url": "https://qumulo.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1064",
-        "product_name": "Scality RING",
-        "product_description": "Scality RING is a software-defined object storage solution that enables organizations to deploy scalable and durable storage infrastructure for managing massive amounts of data across on-premises and cloud environments.",
-        "product_url": "https://www.scality.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1065",
-        "product_name": "Infinidat InfiniBox",
-        "product_description": "Infinidat InfiniBox is an enterprise-class storage array that delivers high-performance block storage with features like snapshots, replication, and data efficiency, ensuring reliability and scalability for demanding workloads.",
-        "product_url": "https://www.infinidat.com/en/products-technology/infinibox",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1066",
-        "product_name": "Hitachi Vantara Virtual Storage Platform (VSP)",
-        "product_description": "Hitachi VSP is a storage platform that offers advanced data management capabilities, including tiering, replication, and data protection, providing a comprehensive solution for enterprise storage needs.",
-        "product_url": "https://www.hitachivantara.com/en-us/products/storage-platforms/virtual-storage-platform-one.html",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1067",
-        "product_name": "Amazon EFS (Elastic File System)",
-        "product_description": "Amazon EFS is a fully managed file storage service that provides scalable and elastic file storage for AWS cloud applications, offering high durability and low-latency access to data.",
-        "product_url": "https://aws.amazon.com/efs/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1068",
-        "product_name": "Google Cloud Filestore",
-        "product_description": "Google Cloud Filestore is a managed file storage service that supports the Network File System (NFS) protocol, providing a scalable and high-performance solution for shared file storage in Google Cloud Platform.",
-        "product_url": "https://cloud.google.com/filestore",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1069",
-        "product_name": "IBM Spectrum Scale",
-        "product_description": "IBM Spectrum Scale is a high-performance, clustered file system that offers scalable and parallel file access across distributed storage nodes, suitable for large-scale data analytics and artificial intelligence workloads.",
-        "product_url": "https://www.ibm.com/cloud/spectrum-scale",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1070",
-        "product_name": "Dell EMC PowerScale",
-        "product_description": "Dell EMC PowerScale (formerly Isilon) is a scale-out network-attached storage (NAS) solution that provides high-performance file storage for unstructured data, offering simplicity and scalability for diverse workloads.",
-        "product_url": "https://www.dellemc.com/en-us/storage/isilon/index.htm",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1071",
-        "product_name": "NetApp Cloud Volumes Service",
-        "product_description": "NetApp Cloud Volumes Service is a fully managed cloud-native file storage service that extends NetApp's data management capabilities to the cloud, providing flexible and scalable file storage for cloud applications.",
-        "product_url": "https://www.netapp.com/cloud-services/cloud-volumes-ontap/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1072",
-        "product_name": "HPE Alletra",
-        "product_description": "HPE Alletra is a cloud-native and AI-driven data services platform that includes file services, delivering scalable and efficient file storage with intelligent data management features.",
-        "product_url": "https://www.hpe.com/us/en/hpe-alletra.html",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1073",
-        "product_name": "Ceph File System",
-        "product_description": "Ceph is an open-source distributed storage system that includes a file system component, providing scalable and fault-tolerant file storage suitable for large-scale deployments in private and hybrid cloud environments.",
-        "product_url": "https://ceph.io/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1074",
-        "product_name": "Pure Storage FlashBlade",
-        "product_description": "Pure Storage FlashBlade is a scale-out file and object storage platform designed for modern analytics and AI workloads, offering high performance and simplicity in managing unstructured data.",
-        "product_url": "https://www.purestorage.com/products/flashblade.html",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1075",
-        "product_name": "Nutanix Files",
-        "product_description": "Nutanix Files is a software-defined file storage solution that integrates with Nutanix hyper-converged infrastructure, providing scalable and distributed file services for virtualized environments.",
-        "product_url": "https://www.nutanix.com/products/files",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1076",
-        "product_name": "Amazon S3 (Simple Storage Service)",
-        "product_description": "Amazon S3 is a highly scalable and durable object storage service that allows users to store and retrieve any amount of data from anywhere on the web, suitable for a wide range of use cases.",
-        "product_url": "https://aws.amazon.com/s3/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1077",
-        "product_name": "DigitalOcean Spaces",
-        "product_description": "DigitalOcean Spaces is a simple and scalable object storage service designed for developers, providing a cost-effective solution for storing and serving large amounts of unstructured data in the cloud.",
-        "product_url": "https://www.digitalocean.com/products/spaces/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1078",
-        "product_name": "Scaleway Object Storage",
-        "product_description": "Scaleway offers object storage solutions that are highly available and scalable, allowing users to store, manage, and retrieve data efficiently in a secure cloud environment.",
-        "product_url": "https://www.scaleway.com/en/object-storage/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1079",
-        "product_name": "Oracle Cloud Object Storage",
-        "product_description": "Oracle Cloud Object Storage is an enterprise-grade solution for storing and managing large amounts of unstructured data, providing durability, security, and seamless integration with Oracle Cloud services.",
-        "product_url": "https://www.oracle.com/cloud/storage/object-storage.html",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1080",
-        "product_name": "Alibaba Cloud Object Storage Service (OSS)",
-        "product_description": "Alibaba Cloud OSS is a scalable and secure object storage service that enables users to store and retrieve large amounts of data with low-latency access, suitable for a variety of cloud-based applications.",
-        "product_url": "https://www.alibabacloud.com/product/oss",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1081",
-        "product_name": "AWS DataSync",
-        "product_description": "AWS DataSync is a data transfer service that makes it easy for users to move large amounts of data between on-premises storage, Amazon S3, and Amazon EFS, facilitating efficient data synchronization.",
-        "product_url": "https://aws.amazon.com/datasync/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1082",
-        "product_name": "Google Cloud Storage Nearline",
-        "product_description": "Google Cloud Storage Nearline is a cost-effective storage class designed for infrequently accessed data, providing low-latency access and integration with Google Cloud's high-performance computing capabilities.",
-        "product_url": "https://cloud.google.com/storage/docs/storage-classes",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1083",
-        "product_name": "IBM Aspera High-Speed Transfer Server",
-        "product_description": "IBM Aspera enables high-speed data transfer with its innovative FASP\u00ae (Fast, Adaptive, and Secure Protocol) technology, facilitating rapid and secure movement of large datasets for high-performance computing workflows.",
-        "product_url": "https://www.ibm.com/cloud/aspera",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1084",
-        "product_name": "Resilio Connect",
-        "product_description": "Resilio Connect offers a resilient and high-speed file transfer solution, suitable for syncing data across distributed environments, making it a robust choice for organizations with diverse storage infrastructure.",
-        "product_url": "https://www.resilio.com/connect/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1085",
-        "product_name": "Google Cloud Storage Transfer Service",
-        "product_description": "Google Cloud Storage Transfer Service provides a managed solution for transferring and syncing data between on-premises systems and Google Cloud Storage, ensuring seamless data synchronization.",
-        "product_url": "https://cloud.google.com/storage-transfer-service",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1086",
-        "product_name": "IBM Aspera Files",
-        "product_description": "IBM Aspera Files provides a secure and high-speed file-sharing and synchronization solution, offering an alternative approach for organizations needing efficient data sync capabilities.",
-        "product_url": "https://www.ibm.com/cloud/aspera",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1087",
-        "product_name": "Druva inSync",
-        "product_description": "Druva inSync is a cloud-native data protection and synchronization platform that supports endpoint backup and file sync, serving as an alternative for organizations seeking a comprehensive data management solution.",
-        "product_url": "https://downloads.druva.com/insync/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1088",
-        "product_name": "SyncBackPro",
-        "product_description": "SyncBackPro is a feature-rich backup and synchronization software that allows users to sync files across different locations, providing an alternative option for organizations with diverse storage needs.",
-        "product_url": "https://www.2brightsparks.com/syncback/sbpro.html",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1089",
-        "product_name": "Syncthing",
-        "product_description": "Syncthing is an open-source file synchronization solution that allows users to sync files directly between devices, providing a decentralized and secure alternative to centralized sync services.",
-        "product_url": "https://syncthing.net/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1090",
-        "product_name": "GoodSync",
-        "product_description": "GoodSync is a versatile file synchronization and backup solution, offering an alternative for organizations looking for a comprehensive tool to synchronize and protect their data.",
-        "product_url": "https://www.goodsync.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1091",
-        "product_name": "FileCloud",
-        "product_description": "FileCloud provides enterprise file synchronization and sharing services, offering a secure and scalable alternative to Azure Storage Sync Services for organizations requiring data sync across multiple locations.",
-        "product_url": "https://www.getfilecloud.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1092",
-        "product_name": "OwnCloud",
-        "product_description": "OwnCloud is an open-source file-sharing and synchronization platform, providing organizations with a self-hosted alternative to centralized cloud sync services, ensuring data control and privacy.",
-        "product_url": "https://owncloud.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1093",
-        "product_name": "Dell EMC Unity XT",
-        "product_description": "Dell EMC Unity XT is a unified storage platform that combines block and file storage, providing organizations with an alternative to StorSimple Device Managers for efficient storage management and data services.",
-        "product_url": "https://www.dellemc.com/en-us/storage/unity.htm",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1094",
-        "product_name": "IBM Spectrum Virtualize",
-        "product_description": "IBM Spectrum Virtualize is a software-defined storage solution that virtualizes storage infrastructure, offering an alternative to StorSimple Device Managers for organizations looking to abstract and optimize their storage resources.",
-        "product_url": "https://www.ibm.com/storage/spectrum-virtualize",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1095",
-        "product_name": "Druva Phoenix",
-        "product_description": "Druva Phoenix provides cloud-based data protection and management, serving as an alternative to StorSimple Device Managers for organizations seeking comprehensive data protection and storage solutions.",
-        "product_url": "https://docs.druva.com/Phoenix",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1096",
-        "product_name": "Cohesity DataPlatform",
-        "product_description": "Cohesity DataPlatform offers hyper-converged secondary storage with features such as backup, recovery, and analytics, providing an alternative to StorSimple Device Managers for organizations with diverse data management needs.",
-        "product_url": "https://www.cohesity.com/products/dataplatform/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1097",
-        "product_name": "Zadara Storage",
-        "product_description": "Zadara Storage delivers enterprise storage as a service with a flexible, pay-as-you-go model, offering an alternative to StorSimple Device Managers for organizations seeking scalable and cost-effective storage solutions.",
-        "product_url": "https://www.zadara.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1098",
-        "product_name": "Let's Encrypt",
-        "product_description": "Let's Encrypt is a free, automated, and open certificate authority, providing an alternative to Azure App Service Certificates for securing websites and applications with HTTPS.",
-        "product_url": "https://letsencrypt.org/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1099",
-        "product_name": "DigiCert SSL/TLS Certificates",
-        "product_description": "DigiCert offers a range of SSL/TLS certificates for website security, serving as an alternative to Azure App Service Certificates for organizations requiring robust certificate management.",
-        "product_url": "https://www.digicert.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1100",
-        "product_name": "GlobalSign SSL Certificates",
-        "product_description": "GlobalSign provides SSL certificates with strong security features, offering an alternative to Azure App Service Certificates for organizations seeking reliable and globally recognized certificate solutions.",
-        "product_url": "https://www.globalsign.com/en/ssl/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1101",
-        "product_name": "GoDaddy SSL Certificates",
-        "product_description": "GoDaddy offers SSL certificates for securing websites and applications, providing an alternative to Azure App Service Certificates with options for different validation levels and features.",
-        "product_url": "https://www.godaddy.com/ssl",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1102",
-        "product_name": "Comodo SSL Certificates",
-        "product_description": "Comodo provides SSL certificates with a focus on cybersecurity, serving as an alternative to Azure App Service Certificates for organizations prioritizing comprehensive website security.",
-        "product_url": "https://sectigo.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1103",
-        "product_name": "Entrust SSL/TLS Certificates",
-        "product_description": "Entrust offers SSL/TLS certificates with advanced security features, providing an alternative to Azure App Service Certificates for organizations requiring secure communication over the web.",
-        "product_url": "https://www.entrust.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1104",
-        "product_name": "Symantec SSL Certificates (now DigiCert)",
-        "product_description": "Formerly Symantec, DigiCert continues to offer SSL certificates with a strong emphasis on security, serving as an alternative to Azure App Service Certificates for robust certificate management.",
-        "product_url": "https://www.digicert.com/tls-ssl/tls-ssl-certificates",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1105",
-        "product_name": "Thawte SSL Certificates",
-        "product_description": "Thawte provides SSL certificates with a focus on international recognition and strong encryption, offering an alternative to Azure App Service Certificates for organizations with global web presence.",
-        "product_url": "https://www.thawte.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1106",
-        "product_name": "RapidSSL Certificates",
-        "product_description": "RapidSSL offers cost-effective SSL certificates with quick issuance, serving as an alternative to Azure App Service Certificates for organizations prioritizing budget-friendly certificate solutions.",
-        "product_url": "https://www.rapidssl.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1107",
-        "product_name": "Sectigo SSL Certificates",
-        "product_description": "Sectigo provides a range of SSL certificates with various features, offering an alternative to Azure App Service Certificates for organizations seeking flexibility and strong security measures.",
-        "product_url": "https://sectigo.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1108",
-        "product_name": "GoDaddy Domain Registration",
-        "product_description": "GoDaddy is a popular domain registrar, providing an alternative to Azure App Service Domain Registration with a user-friendly platform and a wide range of domain extensions.",
-        "product_url": "https://www.godaddy.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1109",
-        "product_name": "Namecheap",
-        "product_description": "Namecheap offers domain registration services, serving as an alternative to Azure App Service Domain Registration with competitive pricing, security features, and additional services like hosting.",
-        "product_url": "https://www.namecheap.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1110",
-        "product_name": "Google Domains",
-        "product_description": "Google Domains provides domain registration with a straightforward interface, serving as an alternative to Azure App Service Domain Registration for users seeking simplicity and integration with other Google services.",
-        "product_url": "https://domains.google/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1111",
-        "product_name": "Bluehost Domain Registration",
-        "product_description": "Bluehost offers domain registration along with web hosting services, providing an alternative to Azure App Service Domain Registration for users looking for an all-in-one solution.",
-        "product_url": "https://www.bluehost.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1112",
-        "product_name": "HostGator Domain Registration",
-        "product_description": "HostGator provides domain registration services along with web hosting, offering an alternative to Azure App Service Domain Registration with affordable packages and additional hosting features.",
-        "product_url": "https://www.hostgator.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1113",
-        "product_name": "Name.com",
-        "product_description": "Name.com offers domain registration with a focus on simplicity and customer service, serving as an alternative to Azure App Service Domain Registration for users prioritizing a positive support experience.",
-        "product_url": "https://www.name.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1114",
-        "product_name": "Network Solutions",
-        "product_description": "Network Solutions provides domain registration services with a history of reliability, serving as an alternative to Azure App Service Domain Registration for users seeking a well-established registrar.",
-        "product_url": "https://www.networksolutions.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1115",
-        "product_name": "Hover",
-        "product_description": "Hover offers domain registration with a clean and intuitive interface, providing an alternative to Azure App Service Domain Registration for users who prefer a straightforward domain management experience.",
-        "product_url": "https://www.hover.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1116",
-        "product_name": "1&1 IONOS Domain Registration",
-        "product_description": "1&1 IONOS provides domain registration services along with hosting solutions, offering an alternative to Azure App Service Domain Registration for users looking for a comprehensive platform.",
-        "product_url": "https://www.ionos.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1117",
-        "product_name": "NameSilo",
-        "product_description": "NameSilo is a domain registrar known for transparent pricing and security features, serving as an alternative to Azure App Service Domain Registration for users prioritizing cost-effective domain management.",
-        "product_url": "https://www.namesilo.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1118",
-        "product_name": "Pusher",
-        "product_description": "Pusher is a real-time messaging service that serves as an alternative to Azure SignalR Service, offering WebSocket functionality for building interactive and collaborative applications.",
-        "product_url": "https://pusher.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1119",
-        "product_name": "Firebase Realtime Database",
-        "product_description": "Firebase provides a real-time NoSQL database as an alternative to Azure SignalR Service, enabling developers to build responsive applications with automatic data synchronization.",
-        "product_url": "https://firebase.google.com/products/realtime-database",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1120",
-        "product_name": "Socket.IO",
-        "product_description": "Socket.IO is a JavaScript library that provides real-time bidirectional event-based communication, serving as an alternative to Azure SignalR Service for building interactive applications with WebSockets.",
-        "product_url": "https://socket.io/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1121",
-        "product_name": "AWS AppSync",
-        "product_description": "AWS AppSync is a fully managed service that supports real-time data synchronization and offline data access, offering an alternative to Azure SignalR Service for building scalable and responsive applications.",
-        "product_url": "https://aws.amazon.com/appsync/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1122",
-        "product_name": "PubNub",
-        "product_description": "PubNub is a real-time communication platform, serving as an alternative to Azure SignalR Service with features like chat, presence, and real-time updates for applications.",
-        "product_url": "https://www.pubnub.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1123",
-        "product_name": "Twilio Programmable Chat",
-        "product_description": "Twilio offers a Programmable Chat API as an alternative to Azure SignalR Service, providing features for building real-time chat applications with scalable infrastructure.",
-        "product_url": "https://www.twilio.com/chat",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1124",
-        "product_name": "NATS",
-        "product_description": "NATS is a lightweight and high-performance messaging system, serving as an alternative to Azure SignalR Service for building scalable and efficient real-time communication in distributed systems.",
-        "product_url": "https://nats.io/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1125",
-        "product_name": "Ably Realtime",
-        "product_description": "Ably Realtime is a messaging platform that provides WebSocket-based communication, serving as an alternative to Azure SignalR Service with features like presence and channels.",
-        "product_url": "https://ably.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1126",
-        "product_name": "Pushpin",
-        "product_description": "Pushpin is an open-source real-time reverse proxy for WebSockets, offering an alternative to Azure SignalR Service for developers looking for a self-hosted solution.",
-        "product_url": "https://pushpin.org/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1127",
-        "product_name": "Stream Chat",
-        "product_description": "Stream Chat is an API service for building real-time chat applications, serving as an alternative to Azure SignalR Service with features like typing indicators and message history.",
-        "product_url": "https://getstream.io/chat/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1128",
-        "product_name": "AWS Elastic Beanstalk",
-        "product_description": "AWS Elastic Beanstalk is a fully managed service that simplifies deploying and scaling applications, providing an alternative to Azure App Service for building and hosting web applications.",
-        "product_url": "https://aws.amazon.com/elasticbeanstalk/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1129",
-        "product_name": "Google App Engine",
-        "product_description": "Google App Engine is a serverless platform for building and deploying applications, serving as an alternative to Azure App Service with features like automatic scaling and integrated services.",
-        "product_url": "https://cloud.google.com/appengine",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1130",
-        "product_name": "Heroku",
-        "product_description": "Heroku is a cloud platform that simplifies application deployment, serving as an alternative to Azure App Service for developers looking for a platform-as-a-service (PaaS) solution.",
-        "product_url": "https://www.heroku.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1131",
-        "product_name": "DigitalOcean App Platform",
-        "product_description": "DigitalOcean App Platform is a platform-as-a-service offering that allows developers to build, deploy, and scale applications, providing an alternative to Azure App Service with simplicity and flexibility.",
-        "product_url": "https://www.digitalocean.com/products/app-platform/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1132",
-        "product_name": "IBM Cloud Foundry",
-        "product_description": "IBM Cloud Foundry is an open-source platform for building, deploying, and managing applications, offering an alternative to Azure App Service with multi-cloud support.",
-        "product_url": "https://www.ibm.com/cloud/cloud-foundry",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1133",
-        "product_name": "Red Hat OpenShift",
-        "product_description": "OpenShift is a Kubernetes-based container platform, providing an alternative to Azure App Service for containerized application deployment with features like autoscaling and container orchestration.",
-        "product_url": "https://www.openshift.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1134",
-        "product_name": "Netlify",
-        "product_description": "Netlify is a modern web hosting and automation platform, serving as an alternative to Azure App Service for static site hosting, continuous integration, and serverless functions.",
-        "product_url": "https://www.netlify.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1135",
-        "product_name": "Firebase Hosting",
-        "product_description": "Firebase Hosting is a web hosting service with built-in CDN and SSL support, offering an alternative to Azure App Service for hosting web applications with a focus on real-time updates.",
-        "product_url": "https://firebase.google.com/products/hosting",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1136",
-        "product_name": "Oracle Cloud Application Container",
-        "product_description": "Oracle Cloud Application Container is a container service providing an alternative to Azure App Service for running and scaling containerized applications in the Oracle Cloud.",
-        "product_url": "https://docs.oracle.com/en/cloud/paas/app-container-cloud/index.html",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1137",
-        "product_name": "Jelastic",
-        "product_description": "Jelastic is a multi-cloud PaaS offering, providing an alternative to Azure App Service for developers looking for a platform that supports various programming languages and runtime environments.",
-        "product_url": "https://jelastic.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1138",
-        "product_name": "Vercel",
-        "product_description": "Vercel provides a platform for hosting static websites and serverless functions, making it an alternative to Azure Static Web Apps with features like automatic deployments and seamless integration.",
-        "product_url": "https://vercel.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1139",
-        "product_name": "GitHub Pages",
-        "product_description": "GitHub Pages allows developers to host static websites directly from their GitHub repositories, providing a straightforward alternative to Azure Static Web Apps for version-controlled web hosting.",
-        "product_url": "https://pages.github.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1140",
-        "product_name": "Render",
-        "product_description": "Render is a cloud platform that simplifies web application deployment, making it an alternative to Azure Static Web Apps with automatic scaling, continuous integration, and seamless collaboration.",
-        "product_url": "https://render.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1141",
-        "product_name": "GitLab Pages",
-        "product_description": "GitLab Pages enables developers to host static websites directly from GitLab repositories, offering an alternative to Azure Static Web Apps with integrated CI/CD pipelines.",
-        "product_url": "https://about.gitlab.com/stages-devops-lifecycle/pages/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1142",
-        "product_name": "Bitbucket Pipelines",
-        "product_description": "Bitbucket Pipelines, combined with Bitbucket Cloud, provides a solution for hosting static websites, serving as an alternative to Azure Static Web Apps with continuous integration and deployment.",
-        "product_url": "https://bitbucket.org/product/features/pipelines",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1143",
-        "product_name": "AWS Amplify",
-        "product_description": "AWS Amplify is a set of tools and services for building scalable and secure static web apps, making it an alternative to Azure Static Web Apps with features like hosting, authentication, and API support.",
-        "product_url": "https://aws.amazon.com/amplify/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1144",
-        "product_name": "Hugo",
-        "product_description": "Hugo is a static site generator that developers can use as an alternative to Azure Static Web Apps for building and deploying websites with speed and simplicity.",
-        "product_url": "https://gohugo.io/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1145",
-        "product_name": "Jekyll",
-        "product_description": "Jekyll is another static site generator that developers can use as an alternative to Azure Static Web Apps, offering a straightforward way to build and host websites directly from a GitHub repository.",
-        "product_url": "https://jekyllrb.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1146",
-        "product_name": "Docker Swarm",
-        "product_description": "Docker Swarm is a container orchestration platform that enables the deployment of containerized applications, providing an alternative to Azure App Service Environment with simplicity and compatibility with Docker containers.",
-        "product_url": "https://docs.docker.com/swarm/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1147",
-        "product_name": "Apache Mesos",
-        "product_description": "Apache Mesos is a distributed systems kernel that abstracts resources for efficient application deployment, offering an alternative to Azure App Service Environment with support for diverse workloads.",
-        "product_url": "http://mesos.apache.org/",
-        "open_source": "t",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1148",
-        "product_name": "Rancher",
-        "product_description": "Rancher is an open-source container management platform that simplifies the deployment and management of Kubernetes clusters, providing an alternative to Azure App Service Environment with container orchestration capabilities.",
-        "product_url": "https://rancher.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1149",
-        "product_name": "KubeSail",
-        "product_description": "KubeSail is a Kubernetes-based platform that facilitates the deployment and management of containerized applications, serving as an alternative to Azure App Service Environment with a focus on Kubernetes simplicity.",
-        "product_url": "https://kubesail.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1150",
-        "product_name": "AWS Lambda",
-        "product_description": "AWS Lambda is a serverless computing service that enables developers to run code without provisioning or managing servers, providing an alternative to Azure App Service Plan with event-driven, scalable execution.",
-        "product_url": "https://aws.amazon.com/lambda/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1151",
-        "product_name": "Google Cloud Functions",
-        "product_description": "Google Cloud Functions is a serverless compute service that allows developers to run code in response to events without managing infrastructure, serving as an alternative to Azure App Service Plan with automatic scaling.",
-        "product_url": "https://cloud.google.com/functions",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1152",
-        "product_name": "IBM Cloud Functions",
-        "product_description": "IBM Cloud Functions is a serverless compute platform that allows developers to execute code in response to events, offering an alternative to Azure App Service Plan with flexible runtime options.",
-        "product_url": "https://www.ibm.com/cloud/functions",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1153",
-        "product_name": "Heroku Dynos",
-        "product_description": "Heroku Dynos are lightweight, container-like environments that allow developers to deploy and run applications with ease, providing an alternative to Azure App Service Plan with a focus on simplicity and scalability.",
-        "product_url": "https://www.heroku.com/dynos",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1154",
-        "product_name": "DigitalOcean App Service",
-        "product_description": "DigitalOcean App Service is a fully managed platform for deploying, scaling, and managing applications, offering an alternative to Azure App Service Plan with simplicity and cost-effective scaling.",
-        "product_url": "https://www.digitalocean.com/products/app-platform",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1155",
-        "product_name": "Red Hat OpenShift Serverless",
-        "product_description": "Red Hat OpenShift Serverless is a serverless computing service built on Kubernetes, providing an alternative to Azure App Service Plan with seamless scaling and container orchestration capabilities.",
-        "product_url": "https://www.redhat.com/en/technologies/cloud-computing/openshift/serverless",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1156",
-        "product_name": "Nginx Unit",
-        "product_description": "Nginx Unit is a dynamic application server designed to run applications in various languages, serving as an alternative to Azure App Service Plan with lightweight, flexible application hosting.",
-        "product_url": "https://unit.nginx.org/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1157",
-        "product_name": "Kubernetes (Self-Managed)",
-        "product_description": "Self-managed Kubernetes clusters provide a container orchestration solution, offering an alternative to Azure App Service Plan with granular control over infrastructure and scaling.",
-        "product_url": "https://kubernetes.io/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1158",
-        "product_name": "Akamai Serverless Edge",
-        "product_description": "Akamai Serverless Edge is a serverless computing platform that runs code at the edge of the network, offering an alternative to Azure App Service Plan with low-latency execution and global scalability.",
-        "product_url": "https://www.akamai.com/solutions/edge/serverless-computing",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1159",
-        "product_name": "Cisco Network Services Orchestrator (NSO)",
-        "product_description": "Cisco NSO is a model-driven orchestration platform, providing an alternative to Azure Network Function Manager for automating the deployment and management of network services.",
-        "product_url": "https://www.cisco.com/c/en/us/products/cloud-systems-management/network-services-orchestrator/index.html",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1160",
-        "product_name": "Juniper Networks Contrail Service Orchestration",
-        "product_description": "Contrail Service Orchestration by Juniper Networks is an open, multi-cloud orchestration platform, serving as an alternative to Azure Network Function Manager for automating service chaining and network functions.",
-        "product_url": "https://www.juniper.net/us/en/products-services/sdn/contrail/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1161",
-        "product_name": "HPE Intelligent Management Center (IMC)",
-        "product_description": "HPE IMC is a comprehensive network management solution, offering an alternative to Azure Network Function Manager with features for orchestrating network services and ensuring efficient network operations.",
-        "product_url": "https://support.hpe.com/connect/s/product?language=en_US",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1162",
-        "product_name": "VMware NSX Manager",
-        "product_description": "VMware NSX Manager is a network virtualization and security platform, providing an alternative to Azure Network Function Manager with capabilities for orchestrating virtualized network functions.",
-        "product_url": "https://www.vmware.com/products/nsx.html",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1163",
-        "product_name": "Amdocs Network Cloud Service Orchestrator",
-        "product_description": "Amdocs Network Cloud Service Orchestrator is a cloud-native orchestration solution, offering an alternative to Azure Network Function Manager for automating the lifecycle management of network services.",
-        "product_url": "https://www.amdocs.com/products-services/network-orchestration",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1164",
-        "product_name": "Ericsson Cloud SDN",
-        "product_description": "Ericsson Cloud SDN is a software-defined networking solution, serving as an alternative to Azure Network Function Manager for orchestrating and automating the deployment of network functions in cloud environments.",
-        "product_url": "https://www.ericsson.com/en/cloud/cloud-sdn",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1165",
-        "product_name": "Open Source MANO (OSM)",
-        "product_description": "OSM is an open-source orchestration platform for managing network functions, providing an alternative to Azure Network Function Manager with an emphasis on openness and community-driven development.",
-        "product_url": "https://osm.etsi.org/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1166",
-        "product_name": "Ciena Blue Planet Multi-Domain Service Orchestration (MDSO)",
-        "product_description": "Ciena's Blue Planet MDSO is a network orchestration solution, offering an alternative to Azure Network Function Manager with capabilities for end-to-end service automation.",
-        "product_url": "https://www.ciena.com/insights/data-sheets/Blue-Planet-MDSO-DS.html",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1167",
-        "product_name": "NEC/Netcracker Network Domain Orchestration",
-        "product_description": "NEC/Netcracker Network Domain Orchestration is a solution for orchestrating network services, providing an alternative to Azure Network Function Manager with a focus on end-to-end automation.",
-        "product_url": "https://www.netcracker.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1168",
-        "product_name": "Affirmed Networks UnityCloud Service Orchestrator",
-        "product_description": "Affirmed Networks UnityCloud Service Orchestrator is designed for orchestrating virtualized network functions, offering an alternative to Azure Network Function Manager with a focus on 5G network services.",
-        "product_url": "https://www.affirmednetworks.com/resources/affirmed-unitycloud/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1169",
-        "product_name": "Venafi Trust Protection Platform",
-        "product_description": "Venafi's platform is designed for certificate lifecycle automation and security, serving as an alternative to Azure Private Certificate Authority. It ensures the protection and management of digital certificates.",
-        "product_url": "https://www.venafi.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1170",
-        "product_name": "GlobalSign Managed PKI",
-        "product_description": "GlobalSign offers a Managed Public Key Infrastructure (PKI) solution as an alternative to Azure Private Certificate Authority. It provides a centralized platform for issuing and managing digital certificates.",
-        "product_url": "https://www.globalsign.com/en/managed-pki",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1171",
-        "product_name": "EJBCA (Enterprise JavaBeans Certificate Authority)",
-        "product_description": "EJBCA is an open-source PKI solution offering an alternative to Azure Private Certificate Authority. It allows organizations to deploy and manage their own Certificate Authority.",
-        "product_url": "https://www.ejbca.org/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1172",
-        "product_name": "DigiCert CertCentral",
-        "product_description": "DigiCert CertCentral is a certificate lifecycle management platform that provides an alternative to Azure Private Certificate Authority. It streamlines certificate issuance, renewal, and monitoring.",
-        "product_url": "https://www.digicert.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1173",
-        "product_name": "Keyfactor Command",
-        "product_description": "Keyfactor Command is a certificate lifecycle automation platform that serves as an alternative to Azure Private Certificate Authority. It enables organizations to automate tasks related to digital certificates.",
-        "product_url": "https://www.keyfactor.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1174",
-        "product_name": "AppViewX CERT+",
-        "product_description": "AppViewX CERT+ is a certificate lifecycle automation and management platform, offering an alternative to Azure Private Certificate Authority. It provides visibility and control over digital certificates.",
-        "product_url": "https://www.appviewx.com/products/cert/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1175",
-        "product_name": "Sectigo Certificate Manager",
-        "product_description": "Sectigo's Certificate Manager is a comprehensive solution for certificate lifecycle management, serving as an alternative to Azure Private Certificate Authority. It includes automation and discovery features.",
-        "product_url": "https://sectigo.com/products/certificate-manager",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1176",
-        "product_name": "AWS Certificate Manager (ACM)",
-        "product_description": "AWS Certificate Manager is Amazon's service for managing SSL/TLS certificates, providing an alternative to Azure Private Certificate Authority. It simplifies the process of provisioning and renewing certificates.",
-        "product_url": "https://aws.amazon.com/certificate-manager/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1177",
-        "product_name": "OpenSSL",
-        "product_description": "OpenSSL is an open-source toolkit for implementing the SSL and TLS protocols, offering an alternative to Azure Private Certificate Authority. It is widely used for generating and managing cryptographic keys and certificates.",
-        "product_url": "https://www.openssl.org/",
-        "open_source": "t",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1178",
-        "product_name": "Google Workspace (formerly G Suite) Voice",
-        "product_description": "Google Workspace Voice is an integrated communication solution, offering an alternative to Microsoft Azure Alexa For Business. It includes voice calling, messaging, and collaboration features.",
-        "product_url": "https://workspace.google.com/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1179",
-        "product_name": "Cisco Webex Assistant",
-        "product_description": "Cisco Webex Assistant provides voice-enabled collaboration tools, serving as an alternative to Microsoft Azure Alexa For Business. It allows users to control meetings and access information using voice commands.",
-        "product_url": "https://www.webex.com/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1180",
-        "product_name": "Zoom Voice Command Center",
-        "product_description": "Zoom Voice Command Center integrates with Zoom's video conferencing platform, offering an alternative to Microsoft Azure Alexa For Business. It provides voice-controlled meeting functionalities.",
-        "product_url": "https://zoom.us/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1181",
-        "product_name": "IBM Watson Assistant",
-        "product_description": "IBM Watson Assistant is a versatile AI-powered assistant, providing an alternative to Microsoft Azure Alexa For Business. It enables organizations to build customized voice-enabled applications and chatbots.",
-        "product_url": "https://www.ibm.com/cloud/watson-assistant",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1182",
-        "product_name": "Apple Siri for Business",
-        "product_description": "Apple Siri for Business integrates voice commands into Apple devices, serving as an alternative to Microsoft Azure Alexa For Business. It allows users to perform tasks hands-free on iOS devices.",
-        "product_url": "https://www.apple.com/ios/siri/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1183",
-        "product_name": "Nuance Communications Dragon Ambient eXperience (DAX)",
-        "product_description": "Nuance DAX is a healthcare-focused ambient clinical intelligence solution, offering an alternative to Microsoft Azure Alexa For Business. It provides voice-enabled clinical documentation.",
-        "product_url": "https://www.nuance.com/healthcare/ambient-clinical-intelligence.html",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1184",
-        "product_name": "Salesforce Einstein Voice",
-        "product_description": "Salesforce Einstein Voice integrates voice capabilities into the Salesforce platform, serving as an alternative to Microsoft Azure Alexa For Business. It enables users to interact with Salesforce using natural language.",
-        "product_url": "N/A",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1185",
-        "product_name": "Twilio Autopilot",
-        "product_description": "Twilio Autopilot is a conversational AI platform, providing an alternative to Microsoft Azure Alexa For Business. It allows developers to build voice-enabled applications and chatbots.",
-        "product_url": "https://www.twilio.com/autopilot",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1186",
-        "product_name": "Samsung Bixby",
-        "product_description": "Samsung Bixby is a virtual assistant integrated into Samsung devices, serving as an alternative to Microsoft Azure Alexa For Business. It provides voice-activated control and information retrieval.",
-        "product_url": "https://www.samsung.com/global/galaxy/apps/bixby/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1187",
-        "product_name": "Athenahealth's athenaOne Voice Services",
-        "product_description": "Athenahealth offers voice-enabled healthcare solutions, providing an alternative to Microsoft Azure Alexa For Business in the healthcare sector. It facilitates hands-free interactions for healthcare professionals.",
-        "product_url": "https://www.athenahealth.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1188",
-        "product_name": "Google Firebase",
-        "product_description": "Google Firebase is a mobile and web application development platform, offering alternatives to Microsoft Azure Amplify. It provides a real-time database, authentication, and hosting services for building feature-rich applications.",
-        "product_url": "https://firebase.google.com/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1189",
-        "product_name": "Firebase Cloud Functions",
-        "product_description": "Firebase Cloud Functions offer serverless computing capabilities, serving as an alternative to Microsoft Azure Amplify. Developers can deploy functions in response to events, creating a scalable backend for applications.",
-        "product_url": "https://firebase.google.com/products/functions",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1190",
-        "product_name": "Strapi",
-        "product_description": "Strapi is an open-source headless content management system (CMS), offering an alternative to Microsoft Azure Amplify. It allows developers to build customizable APIs for content-rich applications.",
-        "product_url": "https://strapi.io/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1191",
-        "product_name": "Contentful",
-        "product_description": "Contentful is a content infrastructure platform, serving as an alternative to Microsoft Azure Amplify. It enables developers to manage content centrally and deliver it via APIs to various digital channels.",
-        "product_url": "https://www.contentful.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1192",
-        "product_name": "Google Cloud Endpoints",
-        "product_description": "Google Cloud Endpoints is a scalable API management solution, providing an alternative to Microsoft Azure API Gateway. It allows developers to create, deploy, and manage APIs on Google Cloud Platform with built-in authentication and monitoring.",
-        "product_url": "https://cloud.google.com/endpoints",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1193",
-        "product_name": "NGINX",
-        "product_description": "NGINX is a popular open-source web server and reverse proxy, offering an alternative to Microsoft Azure API Gateway. It can be configured as an API gateway to manage and secure API traffic efficiently.",
-        "product_url": "https://www.nginx.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1194",
-        "product_name": "Traefik",
-        "product_description": "Traefik is an open-source reverse proxy and load balancer, serving as an alternative to Microsoft Azure API Gateway. It is designed for microservices architectures and can be used as an API gateway for routing and security.",
-        "product_url": "https://traefik.io/",
-        "open_source": "t",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1195",
-        "product_name": "Tyk",
-        "product_description": "Tyk is an open-source API gateway and management platform, serving as an alternative to Microsoft Azure API Gateway. It offers features like rate limiting, authentication, and API versioning.",
-        "product_url": "https://tyk.io/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1196",
-        "product_name": "AWS AppConfig",
-        "product_description": "AWS AppConfig is a configuration management service offering a scalable and efficient alternative to Microsoft Azure AppConfig. It allows organizations to manage, deploy, and update application configurations with ease.",
-        "product_url": "https://docs.aws.amazon.com/appconfig/latest/userguide/what-is-appconfig.html",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1197",
-        "product_name": "HashiCorp Consul",
-        "product_description": "Consul by HashiCorp is a service mesh solution that includes configuration management, providing an alternative to Microsoft Azure AppConfig. It ensures consistency in application configurations across distributed environments.",
-        "product_url": "https://www.consul.io/",
-        "open_source": "t",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1198",
-        "product_name": "Spring Cloud Config",
-        "product_description": "Spring Cloud Config is an open-source configuration management solution for Java applications, serving as an alternative to Microsoft Azure AppConfig. It centralizes configuration management and supports versioning.",
-        "product_url": "https://spring.io/projects/spring-cloud-config",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1199",
-        "product_name": "Octopus Deploy",
-        "product_description": "Octopus Deploy is a deployment automation tool that includes configuration management features, offering an alternative to Microsoft Azure AppConfig. It facilitates the management of configuration changes during application deployment.",
-        "product_url": "https://octopus.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1200",
-        "product_name": "LaunchDarkly",
-        "product_description": "LaunchDarkly is a feature management platform that includes configuration management capabilities, providing an alternative to Microsoft Azure AppConfig. It enables feature flagging and controlled feature releases.",
-        "product_url": "https://launchdarkly.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1201",
-        "product_name": "Zookeeper",
-        "product_description": "Apache ZooKeeper is an open-source coordination service that can be used for distributed configuration management, serving as an alternative to Microsoft Azure AppConfig. It ensures consistency in configurations across distributed systems.",
-        "product_url": "https://zookeeper.apache.org/",
-        "open_source": "t",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1202",
-        "product_name": "etcd",
-        "product_description": "etcd is a distributed key-value store that supports configuration management, offering an alternative to Microsoft Azure AppConfig. It is often used as a reliable data store for distributed systems.",
-        "product_url": "https://etcd.io/",
-        "open_source": "t",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1203",
-        "product_name": "Consul Template",
-        "product_description": "Consul Template is a tool that allows dynamic configuration updates based on changes in Consul, providing an alternative to Microsoft Azure AppConfig. It supports templating for configuration files.",
-        "product_url": "https://github.com/hashicorp/consul-template",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1204",
-        "product_name": "ConfigCat",
-        "product_description": "ConfigCat is a feature flag and configuration management platform, offering an alternative to Microsoft Azure AppConfig. It allows organizations to control feature releases and manage configurations in real-time.",
-        "product_url": "https://configcat.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1205",
-        "product_name": "Apollo Config",
-        "product_description": "Apollo Config is an open-source configuration management solution by Tencent, serving as an alternative to Microsoft Azure AppConfig. It provides a centralized platform for managing application configurations.",
-        "product_url": "https://www.apolloconfig.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1206",
-        "product_name": "MuleSoft",
-        "product_description": "MuleSoft provides an integration platform to connect applications, data, and devices, allowing organizations to build a connected infrastructure for seamless data flow.",
-        "product_url": "http://www.mulesoft.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1207",
-        "product_name": "Talend",
-        "product_description": "Talend is an open-source integration platform that enables users to connect, access, and manage data across various systems, supporting ETL (Extract, Transform, Load) processes.",
-        "product_url": "https://www.talend.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1208",
-        "product_name": "Apache NiFi",
-        "product_description": "Apache NiFi is an open-source data integration tool that provides an intuitive interface for designing data flows, enabling efficient and secure data movement.",
-        "product_url": "https://nifi.apache.org/",
-        "open_source": "t",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1209",
-        "product_name": "Celigo",
-        "product_description": "Celigo offers integration solutions to connect cloud-based applications, enabling businesses to automate processes, synchronize data, and improve overall efficiency.",
-        "product_url": "https://www.celigo.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1210",
-        "product_name": "Jitterbit",
-        "product_description": "Jitterbit is an integration platform that facilitates the seamless connection of applications, data, and APIs, supporting the creation of agile and responsive business processes.",
-        "product_url": "https://www.jitterbit.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1211",
-        "product_name": "Kubernetes Horizontal Pod Autoscaler (HPA)",
-        "product_description": "Kubernetes HPA automatically adjusts the number of pod instances to handle varying workloads, ensuring optimal resource utilization in containerized environments.",
-        "product_url": "https://kubernetes.io/docs/tasks/run-application/horizontal-pod-autoscale/",
-        "open_source": "t",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1212",
-        "product_name": "Google Cloud Autoscaler",
-        "product_description": "Google Cloud Autoscaler dynamically adjusts the number of virtual machine instances based on real-time demand, optimizing resource allocation and application performance.",
-        "product_url": "https://cloud.google.com/compute/docs/autoscaler",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1213",
-        "product_name": "Azure Autoscale",
-        "product_description": "Azure Autoscale in Microsoft Azure dynamically adjusts the number of virtual machine instances or cloud services to meet changing workloads, optimizing resource usage.",
-        "product_url": "https://docs.microsoft.com/en-us/azure/architecture/best-practices/auto-scaling",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1214",
-        "product_name": "Docker Swarm Autoscaling",
-        "product_description": "Docker Swarm provides built-in autoscaling capabilities, automatically adjusting the number of service replicas to maintain desired performance levels in containerized environments.",
-        "product_url": "https://docs.docker.com/engine/swarm/swarm-tutorial/scale-service/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1215",
-        "product_name": "OpenShift Autoscaler",
-        "product_description": "OpenShift Autoscaler, part of Red Hat's OpenShift platform, automatically adjusts the number of pod replicas in response to changing application workloads, ensuring efficient resource utilization.",
-        "product_url": "N/A",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1216",
-        "product_name": "Mesos Autoscaling",
-        "product_description": "Apache Mesos supports autoscaling by dynamically adjusting the number of tasks in response to changing workloads, optimizing resource utilization in distributed computing environments.",
-        "product_url": "N/A",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1217",
-        "product_name": "IBM Cloud Kubernetes Service Autoscaler",
-        "product_description": "IBM Cloud Kubernetes Service Autoscaler adjusts the number of Kubernetes pod instances based on demand, ensuring efficient resource utilization in IBM Cloud environments.",
-        "product_url": "https://cloud.ibm.com/docs/containers?topic=containers-autoscaling",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1218",
-        "product_name": "Datadog Autotune",
-        "product_description": "Datadog Autotune leverages machine learning to automatically adjust resource allocations for containers, optimizing performance and efficiency in cloud-native environments.",
-        "product_url": "N/A",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1219",
-        "product_name": "Prometheus Horizontal Pod Autoscaler",
-        "product_description": "Prometheus HPA extends Kubernetes functionality, allowing autoscaling based on Prometheus metrics, ensuring responsive resource adjustments for optimal application performance.",
-        "product_url": "https://github.com/kubernetes-sigs/prometheus-adapter",
-        "open_source": "t",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1220",
-        "product_name": "Istio",
-        "product_description": "Istio is an open-source service mesh platform that provides traffic management, security, and observability for microservices, ensuring seamless communication in complex architectures.",
-        "product_url": "https://istio.io/",
-        "open_source": "t",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1221",
-        "product_name": "Linkerd",
-        "product_description": "Linkerd is a lightweight and open-source service mesh for cloud-native applications, offering features like load balancing, retries, and timeouts to enhance microservices communication.",
-        "product_url": "https://linkerd.io/",
-        "open_source": "t",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1222",
-        "product_name": "Consul Connect",
-        "product_description": "HashiCorp Consul Connect is a service mesh solution that enables secure communication between services, with features like service discovery, segmentation, and traffic management.",
-        "product_url": "https://www.consul.io/docs/connect",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1223",
-        "product_name": "Traefik Mesh",
-        "product_description": "Traefik Mesh is a cloud-native service mesh designed to simplify microservices communication, providing features such as traffic splitting, retries, and distributed tracing.",
-        "product_url": "https://doc.traefik.io/traefik-mesh/",
-        "open_source": "t",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1224",
-        "product_name": "Kuma",
-        "product_description": "Kuma is an open-source service mesh that facilitates secure and scalable communication between services, supporting features like traffic routing, load balancing, and encryption.",
-        "product_url": "https://kuma.io/",
-        "open_source": "t",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1225",
-        "product_name": "Aspen Mesh",
-        "product_description": "Aspen Mesh is an enterprise-grade service mesh built on top of Istio, offering additional features for policy management, visibility, and security in microservices architectures.",
-        "product_url": "https://aspenmesh.io/",
-        "open_source": "t",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1226",
-        "product_name": "HashiCorp Consul",
-        "product_description": "Consul, part of HashiCorp's suite, provides service discovery and segmentation capabilities, enhancing communication between services in distributed systems.",
-        "product_url": "https://www.consul.io/",
-        "open_source": "t",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1227",
-        "product_name": "Maesh",
-        "product_description": "Maesh is a lightweight and open-source service mesh designed for simplicity, offering basic features like traffic routing and load balancing for microservices communication.",
-        "product_url": "https://traefik.io/resources/maesh-a-simpler-service-maesh-presented-by-the-traefik-team/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1228",
-        "product_name": "VMware Tanzu Service Mesh",
-        "product_description": "VMware Tanzu Service Mesh focuses on providing security features for microservices communication, ensuring end-to-end protection.",
-        "product_url": "N/A",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1229",
-        "product_name": "NGINX Service Mesh",
-        "product_description": "NGINX Service Mesh extends NGINX capabilities to provide service mesh functionalities, including traffic management, security, and observability for microservices-based applications.",
-        "product_url": "https://www.nginx.com/products/nginx-service-mesh/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1230",
-        "product_name": "Heroku",
-        "product_description": "Heroku is a platform-as-a-service (PaaS) solution that simplifies application deployment and management, allowing developers to focus on coding without dealing with infrastructure complexities.",
-        "product_url": "https://www.heroku.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1231",
-        "product_name": "Google App Engine",
-        "product_description": "Google App Engine is a fully managed serverless platform that enables developers to build and deploy applications effortlessly, offering automatic scaling and built-in services.",
-        "product_url": "https://cloud.google.com/appengine",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1232",
-        "product_name": "Microsoft Azure App Service",
-        "product_description": "Azure App Service is a platform offering scalable and secure app hosting with support for multiple programming languages, enabling streamlined deployment and management.",
-        "product_url": "https://azure.microsoft.com/en-us/services/app-service/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1233",
-        "product_name": "IBM Cloud Foundry",
-        "product_description": "IBM Cloud Foundry is an open-source, cloud-native platform that simplifies application development and deployment, providing scalability and ease of management.",
-        "product_url": "https://www.ibm.com/cloud/cloud-foundry",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1234",
-        "product_name": "DigitalOcean App Platform",
-        "product_description": "DigitalOcean's App Platform is a fully managed platform offering easy app deployment, automatic scaling, and built-in services, allowing developers to focus on code.",
-        "product_url": "https://www.digitalocean.com/products/app-platform/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1235",
-        "product_name": "Pivotal Cloud Foundry",
-        "product_description": "Pivotal Cloud Foundry is a cloud-native platform that accelerates application development and delivery, providing automation, scalability, and enhanced developer productivity.",
-        "product_url": "https://www.atatus.com/glossary/pivotal-cloud-foundry/",
-        "open_source": "t",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1236",
-        "product_name": "Oracle Cloud Application Deployment",
-        "product_description": "Oracle Cloud provides a comprehensive application deployment platform with features like autoscaling, monitoring, and seamless integration with Oracle Cloud services.",
-        "product_url": "https://go.oracle.com/CloudAppDev",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1237",
-        "product_name": "Jelastic",
-        "product_description": "Jelastic is a multi-cloud PaaS solution that enables developers to deploy, manage, and scale applications across various hosting providers, offering flexibility and ease of use.",
-        "product_url": "https://jelastic.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1238",
-        "product_name": "Citrix Virtual Apps and Desktops",
-        "product_description": "Citrix provides a virtualization solution for delivering applications and desktops securely to end-users, enhancing flexibility and centralized management.",
-        "product_url": "https://www.citrix.com/products/citrix-virtual-apps-and-desktops/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1239",
-        "product_name": "Microsoft Remote Desktop Services",
-        "product_description": "RDS allows organizations to deploy and manage virtualized desktops and applications, providing remote access and scalability for efficient workforce collaboration.",
-        "product_url": "https://www.microsoft.com/en-us/cloud-platform/remote-desktop-services",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1240",
-        "product_name": "VMware Horizon",
-        "product_description": "VMware Horizon offers virtual desktop and application delivery, ensuring a seamless user experience with features like dynamic scaling and secure remote access.",
-        "product_url": "https://www.vmware.com/products/horizon.html",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1241",
-        "product_name": "Parallels Remote Application Server",
-        "product_description": "Parallels RAS enables seamless delivery of virtual applications and desktops, supporting cross-platform access and enhancing IT infrastructure efficiency.",
-        "product_url": "https://www.parallels.com/products/ras/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1242",
-        "product_name": "NComputing VERDE VDI",
-        "product_description": "VERDE VDI by NComputing provides a scalable virtual desktop infrastructure solution, allowing organizations to efficiently deliver and manage virtualized applications.",
-        "product_url": "https://www.ncomputing.com/verde-vdi",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1243",
-        "product_name": "Nutanix Xi Frame",
-        "product_description": "Nutanix Xi Frame offers a cloud-native desktop as a service (DaaS) solution, simplifying application delivery and providing a scalable and secure user environment.",
-        "product_url": "https://www.nutanix.com/products/frame",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1244",
-        "product_name": "Cisco Virtual Desktop Infrastructure (VDI)",
-        "product_description": "Cisco's VDI solution delivers virtual desktops and applications to end-users, optimizing resource utilization and enhancing workforce productivity.",
-        "product_url": "https://www.cisco.com/c/en/us/solutions/data-center-virtualization/desktop-virtualization/index.html",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1245",
-        "product_name": "Amazon WorkSpaces",
-        "product_description": "Amazon WorkSpaces is another AWS service that provides secure, scalable, and managed desktops in the cloud, enabling remote access and collaboration.",
-        "product_url": "https://aws.amazon.com/workspaces/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1246",
-        "product_name": "FlexVDI",
-        "product_description": "FlexVDI offers an open-source virtual desktop infrastructure solution, providing efficient desktop delivery and management for enhanced organizational productivity.",
-        "product_url": "https://www.flexvdi.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1247",
-        "product_name": "Huawei Virtual Desktop Infrastructure",
-        "product_description": "Huawei's VDI solution offers a flexible and scalable platform for delivering virtualized desktops and applications, optimizing resource usage and user experience.",
-        "product_url": "N/A",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1248",
-        "product_name": "Microsoft Azure API Management",
-        "product_description": "Azure API Management provides tools to design, publish, and analyze APIs, ensuring secure and scalable API management for application development.",
-        "product_url": "https://azure.microsoft.com/en-us/services/api-management/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1249",
-        "product_name": "Kong API Gateway",
-        "product_description": "Kong is an open-source API gateway that provides scalable and flexible API management, ensuring efficient traffic control, security, and analytics.",
-        "product_url": "https://konghq.com/",
-        "open_source": "t",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1250",
-        "product_name": "DreamFactory",
-        "product_description": "DreamFactory is an open-source API automation platform, streamlining the creation, deployment, and management of RESTful APIs with a low-code approach.",
-        "product_url": "https://www.dreamfactory.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1251",
-        "product_name": "Microsoft Azure Synapse Analytics",
-        "product_description": "Azure Synapse Analytics provides an integrated analytics service, allowing users to analyze large volumes of data with both on-demand and provisioned resources.",
-        "product_url": "https://azure.microsoft.com/en-us/services/synapse-analytics/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1252",
-        "product_name": "PrestoDB",
-        "product_description": "PrestoDB is an open-source distributed SQL query engine, designed for fast analytics on large datasets, supporting multiple data sources and fostering interactive data exploration.",
-        "product_url": "https://prestosql.io/",
-        "open_source": "t",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1253",
-        "product_name": "Apache Drill",
-        "product_description": "Apache Drill is an open-source SQL query engine for big data exploration, providing schema-free querying across various data sources with high performance and flexibility.",
-        "product_url": "https://drill.apache.org/",
-        "open_source": "t",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1254",
-        "product_name": "Impala",
-        "product_description": "Impala is an open-source, massively parallel processing SQL query engine, enabling interactive querying and analysis of large datasets stored in Hadoop Distributed File System (HDFS).",
-        "product_url": "https://impala.apache.org/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1255",
-        "product_name": "Cloudera Impala",
-        "product_description": "Cloudera Impala is an open-source, massively parallel processing SQL query engine, designed for real-time analytics on large datasets stored in Hadoop Distributed File System (HDFS).",
-        "product_url": "N/A",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1256",
-        "product_name": "Google Cloud Policy Intelligence",
-        "product_description": "Google Cloud Policy Intelligence allows organizations to define and enforce policies for Google Cloud resources, enhancing governance and ensuring compliance.",
-        "product_url": "https://cloud.google.com/iam/docs/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1257",
-        "product_name": "IBM Cloud Pak for Multicloud Management",
-        "product_description": "IBM Cloud Pak for Multicloud Management provides policy-driven automation and governance, helping organizations maintain compliance across hybrid and multicloud environments.",
-        "product_url": "https://www.ibm.com/docs/en/cloud-pak-system-w3550/2.3.0.0?topic=patterns-cloud-pak-multi-cloud-management",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1258",
-        "product_name": "HashiCorp Sentinel",
-        "product_description": "Sentinel is HashiCorp's policy as code framework, allowing organizations to define, enforce, and monitor policies across the entire software delivery lifecycle.",
-        "product_url": "https://www.hashicorp.com/sentinel",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1259",
-        "product_name": "Palo Alto Networks Prisma Cloud",
-        "product_description": "Prisma Cloud by Palo Alto Networks offers cloud security posture management (CSPM) capabilities, enabling organizations to assess and enforce compliance policies across cloud environments.",
-        "product_url": "https://www.paloaltonetworks.com/prisma/cloud",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1260",
-        "product_name": "CloudCheckr",
-        "product_description": "CloudCheckr is a cloud management platform that provides continuous security and compliance monitoring, offering automated checks and alerts for cloud infrastructure.",
-        "product_url": "https://www.cloudcheckr.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1261",
-        "product_name": "AWS Config Rules",
-        "product_description": "AWS Config Rules enables users to create and enforce policies for AWS resources, ensuring compliance with organizational standards and automating remediation of non-compliant resources.",
-        "product_url": "https://aws.amazon.com/config/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1262",
-        "product_name": "Sysdig Secure",
-        "product_description": "Sysdig Secure provides runtime security and compliance for containers and Kubernetes, helping organizations enforce policies and detect vulnerabilities in containerized environments.",
-        "product_url": "https://sysdig.com/products/secure/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1263",
-        "product_name": "Qualys Policy Compliance",
-        "product_description": "Qualys Policy Compliance automates the evaluation of security configurations, allowing organizations to define, assess, and remediate policy violations across their IT infrastructure.",
-        "product_url": "https://www.qualys.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1264",
-        "product_name": "Cisco Secure Cloud Analytics",
-        "product_description": "Cisco Secure Cloud Analytics provides visibility and threat detection across cloud environments, helping organizations enforce security policies and respond to threats effectively.",
-        "product_url": "https://www.cisco.com/c/en/us/products/security/stealthwatch-cloud/index.html",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1265",
-        "product_name": "Veeam Backup & Replication",
-        "product_description": "Veeam offers a comprehensive data protection solution, ensuring backup, recovery, and replication for virtual, physical, and cloud environments.",
-        "product_url": "https://www.veeam.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1266",
-        "product_name": "Commvault",
-        "product_description": "Commvault provides a unified data management platform, offering backup, recovery, and data protection across various on-premises and cloud environments.",
-        "product_url": "https://www.commvault.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1267",
-        "product_name": "Rubrik",
-        "product_description": "Rubrik is a cloud data management platform that simplifies backup, recovery, and archival processes, ensuring data protection and seamless management across hybrid cloud infrastructures.",
-        "product_url": "https://www.rubrik.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1268",
-        "product_name": "Veritas NetBackup",
-        "product_description": "Veritas NetBackup is an enterprise-grade data protection solution, providing backup and recovery for diverse workloads in physical, virtual, and cloud environments.",
-        "product_url": "https://www.veritas.com/protection/netbackup",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1269",
-        "product_name": "Acronis Cyber Protect",
-        "product_description": "Acronis Cyber Protect integrates backup, cybersecurity, and endpoint protection, ensuring comprehensive data protection and security for organizations.",
-        "product_url": "https://www.acronis.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1270",
-        "product_name": "Nakivo Backup & Replication",
-        "product_description": "Nakivo offers a simple and efficient data protection solution, providing backup and replication services for virtualized environments and cloud platforms.",
-        "product_url": "https://www.nakivo.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1271",
-        "product_name": "Cohesity DataProtect",
-        "product_description": "Cohesity DataProtect is a modern backup solution, consolidating data management tasks and providing scalable and efficient backup and recovery capabilities.",
-        "product_url": "https://www.cohesity.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1272",
-        "product_name": "Dell EMC NetWorker",
-        "product_description": "Dell EMC NetWorker is an enterprise-grade data protection solution, offering backup and recovery services for diverse workloads and multi-cloud environments.",
-        "product_url": "https://www.dellemc.com/en-us/data-protection/networker.htm",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1273",
-        "product_name": "Arcserve UDP",
-        "product_description": "Arcserve UDP provides unified data protection, offering backup, replication, and recovery services for physical, virtual, and cloud-based environments.",
-        "product_url": "https://www.arcserve.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1274",
-        "product_name": "Unitrends",
-        "product_description": "Unitrends delivers all-in-one backup and continuity solutions, ensuring data protection, backup, and recovery for diverse IT environments, including on-premises and cloud-based deployments.",
-        "product_url": "https://www.unitrends.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1275",
-        "product_name": "Microsoft Quantum Development Kit",
-        "product_description": "Microsoft's Quantum Development Kit enables quantum programming, simulation, and development using Q# language for research and application building.",
-        "product_url": "https://learn.microsoft.com/en-us/azure/quantum/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1276",
-        "product_name": "Zapata Computing Orquestra",
-        "product_description": "Zapata's Orquestra platform facilitates quantum workflow orchestration, offering access to various quantum hardware and algorithm development tools.",
-        "product_url": "https://www.zapatacomputing.com/orquestra",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1277",
-        "product_name": "Alibaba Quantum Development Kit",
-        "product_description": "Alibaba Cloud's Quantum Development Kit allows developers to experiment with and build quantum applications using quantum simulators and cloud-based access to quantum processors.",
-        "product_url": "https://www.alibabacloud.com/quantum-computing",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1278",
-        "product_name": "Quantum Benchmark True-Q Software",
-        "product_description": "Quantum Benchmark's True-Q software provides tools for quantum error characterization, validation, and mitigation, enhancing the performance of quantum computing systems.",
-        "product_url": "https://www.quantumbenchmark.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1279",
-        "product_name": "Zoom SDK",
-        "product_description": "Zoom's SDK allows developers to integrate video conferencing, chat, and webinar capabilities into applications, enhancing collaboration and communication.",
-        "product_url": "https://developers.zoom.us/docs/meeting-sdk/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1280",
-        "product_name": "Twilio Video",
-        "product_description": "Twilio Video SDK enables developers to embed real-time video and audio communication features into applications, enhancing user engagement and connectivity.",
-        "product_url": "https://www.twilio.com/docs/video",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1281",
-        "product_name": "Microsoft Teams SDK",
-        "product_description": "Microsoft Teams SDK allows developers to integrate Teams' chat, video, and collaboration features into custom applications, fostering seamless teamwork.",
-        "product_url": "N/A",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1282",
-        "product_name": "Cisco Webex SDK",
-        "product_description": "Cisco Webex SDK provides tools to embed video conferencing, messaging, and collaboration features into applications, enhancing virtual meeting experiences.",
-        "product_url": "https://developer.webex.com/docs/sdks",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1283",
-        "product_name": "Agora SDK",
-        "product_description": "Agora SDK enables developers to integrate real-time communication features like voice and video calling into applications, fostering interactive and engaging user experiences.",
-        "product_url": "https://www.agora.io/en/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1284",
-        "product_name": "Jitsi Meet SDK",
-        "product_description": "Jitsi Meet SDK offers an open-source solution for embedding video conferencing and collaboration features into applications, providing secure and scalable communication.",
-        "product_url": "https://jitsi.github.io/handbook/docs/dev-guide/dev-guide-android-sdk",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1285",
-        "product_name": "TokBox OpenTok",
-        "product_description": "TokBox OpenTok enables developers to add live video, voice, and messaging capabilities to applications, fostering real-time communication and collaboration.",
-        "product_url": "https://www.tokbox.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1286",
-        "product_name": "Daily.co API",
-        "product_description": "Daily.co API allows developers to embed video calling capabilities into applications, providing a simple and customizable solution for real-time communication.",
-        "product_url": "https://docs.daily.co/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1287",
-        "product_name": "Voxeet SDK",
-        "product_description": "Voxeet SDK offers high-quality audio and video conferencing features for integration into applications, enhancing communication experiences with 3D spatial audio.",
-        "product_url": "https://docs.dolby.io/communications-apis/docs/js-client-sdk-voxeetsdk",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1288",
-        "product_name": "Pexip SDK",
-        "product_description": "Pexip SDK provides a platform for developers to embed secure and scalable video conferencing capabilities into applications, ensuring seamless virtual collaboration.",
-        "product_url": "https://developer.pexip.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1289",
-        "product_name": "Zoom",
-        "product_description": "Zoom is a popular video conferencing solution that allows users to host virtual meetings, webinars, and collaboration sessions with features like screen sharing and chat.",
-        "product_url": "https://zoom.us/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1290",
-        "product_name": "Microsoft Teams",
-        "product_description": "Microsoft Teams provides a comprehensive collaboration platform with chat, video conferencing, file sharing, and integration with Microsoft 365 applications for seamless teamwork.",
-        "product_url": "https://teams.microsoft.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1291",
-        "product_name": "Cisco Webex",
-        "product_description": "Cisco Webex offers a suite of communication and collaboration tools, including video conferencing, messaging, and file sharing, enhancing remote work experiences.",
-        "product_url": "https://www.webex.com/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1292",
-        "product_name": "Google Meet",
-        "product_description": "Google Meet provides video conferencing capabilities with features like screen sharing and real-time collaboration, integrated with Google Workspace for seamless productivity.",
-        "product_url": "https://meet.google.com/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1293",
-        "product_name": "Slack",
-        "product_description": "Slack is a messaging platform that facilitates team communication through channels, direct messages, and file sharing, enhancing collaboration and reducing email dependency.",
-        "product_url": "https://slack.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1294",
-        "product_name": "BlueJeans",
-        "product_description": "BlueJeans, now a part of Verizon Business, offers video conferencing and virtual events solutions, providing reliable and scalable communication for businesses.",
-        "product_url": "https://www.bluejeans.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1295",
-        "product_name": "GoToMeeting",
-        "product_description": "GoToMeeting is a video conferencing solution that enables users to host virtual meetings, webinars, and collaborative sessions with features like screen sharing and recording.",
-        "product_url": "https://www.gotomeeting.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1296",
-        "product_name": "RingCentral",
-        "product_description": "RingCentral provides a unified communication platform with video conferencing, messaging, and phone services, supporting seamless collaboration for remote and distributed teams.",
-        "product_url": "https://www.ringcentral.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1297",
-        "product_name": "Lifesize",
-        "product_description": "Lifesize offers video conferencing solutions for businesses, providing high-quality audio and video communication with features like screen sharing and virtual meeting rooms.",
-        "product_url": "https://www.lifesize.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1298",
-        "product_name": "Jitsi",
-        "product_description": "Jitsi is an open-source video conferencing platform that allows users to host virtual meetings, webinars, and collaborative sessions with end-to-end encryption for enhanced security.",
-        "product_url": "https://jitsi.org/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1299",
-        "product_name": "Google Cloud Data Loss Prevention (DLP)",
-        "product_description": "Google Cloud DLP provides tools to discover, classify, and protect sensitive data, ensuring compliance and minimizing the risk of data breaches.",
-        "product_url": "https://cloud.google.com/dlp",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1300",
-        "product_name": "Azure Purview",
-        "product_description": "Azure Purview is a data governance solution that enables organizations to discover, classify, and manage data across on-premises, multi-cloud, and SaaS environments.",
-        "product_url": "https://azure.microsoft.com/en-us/services/purview/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1301",
-        "product_name": "Varonis Data Security Platform",
-        "product_description": "Varonis offers a platform for data security and analytics, providing insights into data usage, monitoring access, and protecting sensitive information from unauthorized access.",
-        "product_url": "https://www.varonis.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1302",
-        "product_name": "Symantec Data Loss Prevention",
-        "product_description": "Symantec DLP helps organizations prevent data breaches by discovering, monitoring, and protecting sensitive data across endpoints, networks, and cloud environments.",
-        "product_url": "https://www.symantec.com/products/data-loss-prevention",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1303",
-        "product_name": "McAfee Total Protection for Data Loss Prevention",
-        "product_description": "McAfee provides a comprehensive data loss prevention solution, safeguarding sensitive information from unauthorized access and ensuring compliance with data protection regulations.",
-        "product_url": "https://www.mcafee.com/enterprise/en-us/products/total-protection-for-dlp.html",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1304",
-        "product_name": "Digital Guardian",
-        "product_description": "Digital Guardian offers an advanced data protection platform, preventing data leaks by monitoring and controlling user interactions with sensitive information across endpoints and networks.",
-        "product_url": "https://digitalguardian.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1305",
-        "product_name": "IBM Guardium",
-        "product_description": "IBM Guardium is a data security and protection platform, offering capabilities for discovering, classifying, and monitoring sensitive data to prevent unauthorized access and ensure compliance.",
-        "product_url": "https://www.ibm.com/cloud/guardium",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1306",
-        "product_name": "Forcepoint Data Loss Prevention",
-        "product_description": "Forcepoint provides a data loss prevention solution that safeguards sensitive data from insider and outsider threats, helping organizations maintain data privacy and security.",
-        "product_url": "https://www.forcepoint.com/product/dlp-data-loss-prevention",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1307",
-        "product_name": "Trustwave Data Loss Prevention",
-        "product_description": "Trustwave offers a comprehensive data loss prevention solution, enabling organizations to discover, classify, and protect sensitive information from unauthorized access and exfiltration.",
-        "product_url": "N/A",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1308",
-        "product_name": "DigitalOcean VPC Service Controls",
-        "product_description": "DigitalOcean VPC Service Controls allow users to define and enforce security perimeters around cloud resources, helping prevent unauthorized access and data exposure.",
-        "product_url": "https://www.digitalocean.com/docs/networking/vpc/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1309",
-        "product_name": "Visual Studio Code",
-        "product_description": "Visual Studio Code is a free, open-source code editor with powerful features and extensions, providing a customizable and efficient development environment.",
-        "product_url": "https://code.visualstudio.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1310",
-        "product_name": "Eclipse Che",
-        "product_description": "Eclipse Che is an open-source, cloud-based integrated development environment (IDE) that supports collaborative coding and container-based workspaces.",
-        "product_url": "https://www.eclipse.org/che/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1311",
-        "product_name": "JetBrains IntelliJ IDEA",
-        "product_description": "IntelliJ IDEA is a robust, Java-centric IDE with advanced features for code analysis, debugging, and productivity, supporting various languages and frameworks.",
-        "product_url": "https://www.jetbrains.com/idea/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1312",
-        "product_name": "Atom",
-        "product_description": "Atom is a free, open-source text editor with a modern interface and customizable features, suitable for coding across different languages and platforms.",
-        "product_url": "https://atom.io/",
-        "open_source": "t",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1313",
-        "product_name": "Sublime Text",
-        "product_description": "Sublime Text is a lightweight, fast text editor with a minimalist design and powerful features, catering to the needs of developers across various programming languages.",
-        "product_url": "https://www.sublimetext.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1314",
-        "product_name": "Cloud Shell",
-        "product_description": "Google Cloud Shell provides a web-based command-line interface (CLI) for managing Google Cloud resources, offering a convenient and accessible development environment.",
-        "product_url": "https://cloud.google.com/shell",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1315",
-        "product_name": "Eclipse IDE",
-        "product_description": "Eclipse IDE is an open-source, extensible development platform supporting multiple languages, making it versatile for a wide range of software development projects.",
-        "product_url": "https://www.eclipse.org/ide/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1316",
-        "product_name": "Jupyter Notebooks",
-        "product_description": "Jupyter Notebooks offer an interactive computing environment for creating and sharing documents with live code, equations, visualizations, and narrative text.",
-        "product_url": "https://jupyter.org/",
-        "open_source": "t",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1317",
-        "product_name": "CodeSandbox",
-        "product_description": "CodeSandbox is an online code editor and collaboration platform, allowing developers to create, share, and test web applications in a browser-based environment.",
-        "product_url": "https://codesandbox.io/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1318",
-        "product_name": "Repl.it",
-        "product_description": "Repl.it is an online coding platform that supports collaborative coding, providing a diverse range of languages and frameworks for quick prototyping and development.",
-        "product_url": "https://replit.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1319",
-        "product_name": "Ansible",
-        "product_description": "Ansible automates IT tasks, including infrastructure provisioning, configuration management, and application deployment, simplifying complex operations through playbooks.",
-        "product_url": "https://www.ansible.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1320",
-        "product_name": "Azure Resource Manager (ARM)",
-        "product_description": "ARM templates in Microsoft Azure provide a declarative approach to define and deploy resources, facilitating scalable and repeatable infrastructure provisioning.",
-        "product_url": "https://docs.microsoft.com/en-us/azure/azure-resource-manager/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1321",
-        "product_name": "Chef",
-        "product_description": "Chef automates infrastructure configuration and management, allowing users to define infrastructure as code and ensure consistency across diverse environments.",
-        "product_url": "https://www.chef.io/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1322",
-        "product_name": "Puppet",
-        "product_description": "Puppet automates IT infrastructure tasks, providing a declarative approach to configuration management, ensuring consistency and scalability in complex environments.",
-        "product_url": "https://puppet.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1323",
-        "product_name": "SaltStack",
-        "product_description": "SaltStack automates configuration management and infrastructure tasks, offering a scalable and event-driven solution for maintaining and securing infrastructure.",
-        "product_url": "https://www.saltstack.com/",
-        "open_source": "t",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1324",
-        "product_name": "Juju",
-        "product_description": "Juju is a service modeling tool that simplifies the deployment and management of applications and services, offering an intuitive approach to infrastructure orchestration.",
-        "product_url": "https://juju.is/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1325",
-        "product_name": "Microsoft Azure Active Directory",
-        "product_description": "Azure AD is a cloud-based identity and access management service, providing directory services for secure user authentication and authorization.",
-        "product_url": "https://azure.microsoft.com/en-us/services/active-directory/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1326",
-        "product_name": "IBM Cloud Identity",
-        "product_description": "IBM Cloud Identity is an identity and access management solution, offering directory services for secure user authentication, authorization, and governance.",
-        "product_url": "https://www.ibm.com/cloud/identity",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1327",
-        "product_name": "AWS CDK (Cloud Development Kit)",
-        "product_description": "AWS CDK allows developers to define cloud infrastructure using familiar programming languages, providing a high-level abstraction for AWS resource provisioning.",
-        "product_url": "https://aws.amazon.com/cdk/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1328",
-        "product_name": "Pulumi",
-        "product_description": "Pulumi is an Infrastructure as Code platform that enables users to define and deploy cloud infrastructure using popular programming languages like JavaScript, Python, and Go.",
-        "product_url": "https://www.pulumi.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1329",
-        "product_name": "Google Cloud Deployment Manager",
-        "product_description": "Google Cloud Deployment Manager allows users to create and manage Google Cloud resources using declarative configuration files, ensuring consistent infrastructure provisioning.",
-        "product_url": "https://cloud.google.com/deployment-manager",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1330",
-        "product_name": "Azure Resource Manager (ARM)",
-        "product_description": "ARM templates in Microsoft Azure provide a declarative approach to defining and deploying resources, facilitating scalable and repeatable infrastructure provisioning.",
-        "product_url": "https://docs.microsoft.com/en-us/azure/azure-resource-manager/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1331",
-        "product_name": "SaltStack",
-        "product_description": "SaltStack automates configuration management and infrastructure tasks, offering a scalable and event-driven solution for maintaining and securing infrastructure.",
-        "product_url": "https://www.saltstack.com/",
-        "open_source": "t",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1332",
-        "product_name": "Juju",
-        "product_description": "Juju is a service modeling tool that simplifies the deployment and management of applications and services, offering an intuitive approach to infrastructure orchestration.",
-        "product_url": "https://juju.is/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1333",
-        "product_name": "Verizon Media Platform (Edgecast)",
-        "product_description": "Verizon's Edgecast CDN optimizes content delivery with global coverage, low latency, and advanced features for improved web performance and security.",
-        "product_url": "https://www.verizondigitalmedia.com/platform/edgecast-cdn/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1334",
-        "product_name": "CDN77",
-        "product_description": "CDN77 is a global CDN service that accelerates content delivery, providing features like HTTP/2 support, free SSL, and real-time analytics for enhanced web performance.",
-        "product_url": "https://www.cdn77.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1335",
-        "product_name": "Imperva CDN",
-        "product_description": "Incapsula, now part of Imperva, delivers a secure and performant CDN, optimizing content delivery, and protecting against DDoS attacks and other cyber threats.",
-        "product_url": "https://www.imperva.com/blog/how-incapsula-works-with-your-cdn/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1336",
-        "product_name": "BunnyCDN",
-        "product_description": "BunnyCDN is a global content delivery network that optimizes content delivery with low latency, HTTP/2 support, and affordable pricing for improved web performance.",
-        "product_url": "https://bunnycdn.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1337",
-        "product_name": "Google Cloud External Key Manager",
-        "product_description": "Google Cloud External Key Manager enables users to manage cryptographic keys in a dedicated, externally controlled hardware security module for enhanced security.",
-        "product_url": "https://cloud.google.com/kms/docs/ekm",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1338",
-        "product_name": "IBM Cloud Hyper Protect Crypto Services",
-        "product_description": "IBM Cloud Hyper Protect Crypto Services delivers a hardware-based secure key management solution, providing encryption services for sensitive data.",
-        "product_url": "https://www.ibm.com/cloud/hyper-protect-crypto-services",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1339",
-        "product_name": "SafeNet Luna Cloud HSM",
-        "product_description": "SafeNet Luna Cloud HSM is a cloud-based hardware security module offering secure key management, cryptographic operations, and compliance with industry regulations.",
-        "product_url": "https://cpl.thalesgroup.com/encryption/data-protection-on-demand/services/luna-cloud-hsm",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1340",
-        "product_name": "Futurex Excrypt Cloud",
-        "product_description": "Futurex Excrypt Cloud is a cloud-based hardware security module solution, providing secure key management and cryptographic operations for enhanced data protection.",
-        "product_url": "https://www.futurex.com/cloud/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1341",
-        "product_name": "Utimaco Atalla Cloud",
-        "product_description": "Utimaco Atalla Cloud offers a cloud-based hardware security module service, providing secure key management and cryptographic operations for robust data protection.",
-        "product_url": "https://utimaco.com/products/categories/hsms-payment-use-cases/atalla-at1000",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1342",
-        "product_name": "Apache Solr",
-        "product_description": "Apache Solr is an open-source search platform built on Apache Lucene, offering features like full-text search, faceted search, and distributed search for various applications.",
-        "product_url": "http://lucene.apache.org/solr/",
-        "open_source": "t",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1343",
-        "product_name": "Algolia",
-        "product_description": "Algolia is a cloud-based search platform that offers fast and relevant search experiences for websites and applications, with features like typo-tolerance and geo-search.",
-        "product_url": "https://www.algolia.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1344",
-        "product_name": "Microsoft Azure Cognitive Search",
-        "product_description": "Azure Cognitive Search is a cloud-based search-as-a-service solution, providing powerful and intelligent search capabilities for applications with AI-enhanced features.",
-        "product_url": "https://azure.microsoft.com/en-us/services/search/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1345",
-        "product_name": "Elasticsearch Service (by Elastic)",
-        "product_description": "Elasticsearch Service is a managed Elasticsearch offering by Elastic, providing scalable and fully managed search capabilities with features like Kibana integration.",
-        "product_url": "https://www.elastic.co/cloud/elasticsearch-service",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1346",
-        "product_name": "Amazon Kendra",
-        "product_description": "Amazon Kendra is an AI-powered search service that enables natural language search across various data sources, enhancing information discovery and retrieval.",
-        "product_url": "https://aws.amazon.com/kendra/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1347",
-        "product_name": "Coveo",
-        "product_description": "Coveo is a cloud-based AI-powered search and relevance platform, offering advanced search capabilities and personalized content recommendations for websites and applications.",
-        "product_url": "https://www.coveo.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1348",
-        "product_name": "Swiftype",
-        "product_description": "Swiftype, now part of Elastic, provides a cloud-based search platform with features like customizable search interfaces, relevance tuning, and real-time indexing.",
-        "product_url": "https://swiftype.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1349",
-        "product_name": "SearchBlox",
-        "product_description": "SearchBlox is an enterprise search solution that offers full-text search, faceted search, and content discovery capabilities for websites, intranets, and applications.",
-        "product_url": "https://www.searchblox.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1350",
-        "product_name": "Meilisearch",
-        "product_description": "Meilisearch is an open-source search engine with a focus on simplicity and ease of use, providing fast and relevant search capabilities for developers and applications.",
-        "product_url": "https://www.meilisearch.com/",
-        "open_source": "t",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1351",
-        "product_name": "Azure Monitor",
-        "product_description": "Azure Monitor is a cloud monitoring solution by Microsoft Azure, offering insights into applications, infrastructure, and network performance with comprehensive logging.",
-        "product_url": "https://azure.microsoft.com/en-us/services/monitor/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1352",
-        "product_name": "Google Cloud Operations Suite",
-        "product_description": "Google Cloud Operations Suite provides observability and monitoring tools, including logging and tracing, for enhanced visibility into cloud-based applications and services.",
-        "product_url": "https://cloud.google.com/products/operations",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1353",
-        "product_name": "New Relic",
-        "product_description": "New Relic is a cloud-based observability platform that offers application and infrastructure monitoring, providing insights into performance, errors, and user experiences.",
-        "product_url": "https://newrelic.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1354",
-        "product_name": "Loggly",
-        "product_description": "Loggly is a cloud-based log management solution that allows organizations to collect, analyze, and visualize log data for troubleshooting and performance optimization.",
-        "product_url": "http://www.loggly.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1355",
-        "product_name": "Logz.io",
-        "product_description": "Logz.io is a cloud-based observability platform that provides log management, metrics, and traces, offering insights into applications and infrastructure performance.",
-        "product_url": "https://logz.io/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1356",
-        "product_name": "Sumo Logic",
-        "product_description": "Sumo Logic is a cloud-based log management and analytics platform, offering real-time insights into log data for monitoring and troubleshooting.",
-        "product_url": "https://www.sumologic.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1357",
-        "product_name": "Graylog",
-        "product_description": "Graylog is an open-source log management platform that provides centralized logging, analysis, and alerting capabilities for improved visibility into IT infrastructure.",
-        "product_url": "https://www.graylog.org/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1358",
-        "product_name": "SolarWinds Loggly",
-        "product_description": "SolarWinds Loggly is a cloud-based log management solution that enables organizations to centralize logs, gain insights, and troubleshoot issues for enhanced application performance.",
-        "product_url": "https://www.solarwinds.com/loggly",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1359",
-        "product_name": "Splunk",
-        "product_description": "Splunk is a data analytics platform that provides log management and analysis, offering insights into machine-generated data for monitoring, troubleshooting, and security.",
-        "product_url": "https://www.splunk.com/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1360",
-        "product_name": "Nagios",
-        "product_description": "Nagios is an open-source monitoring solution that enables organizations to monitor hosts, services, and network devices, providing alerts and performance data.",
-        "product_url": "https://www.nagios.org/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1361",
-        "product_name": "Zabbix",
-        "product_description": "Zabbix is an open-source monitoring solution that offers real-time monitoring, alerting, and visualization of metrics, supporting a wide range of devices and applications.",
-        "product_url": "https://www.zabbix.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
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-        "id": "1362",
-        "product_name": "SolarWinds Orion Platform",
-        "product_description": "SolarWinds Orion Platform is a suite of network and systems monitoring tools, providing comprehensive insights into the performance and health of IT infrastructure.",
-        "product_url": "https://www.solarwinds.com/orion-platform",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
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-        "id": "1363",
-        "product_name": "Stackdriver (now part of Google Cloud Operations Suite)",
-        "product_description": "Stackdriver, part of Google Cloud Operations Suite, offers monitoring, logging, and tracing services for cloud-based applications and services.",
-        "product_url": "https://cloud.google.com/stackdriver/docs/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
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-        "id": "1364",
-        "product_name": "Sysdig",
-        "product_description": "Sysdig provides container monitoring and security solutions, offering real-time insights into containerized applications, as well as troubleshooting and security features.",
-        "product_url": "https://sysdig.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
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-        "id": "1365",
-        "product_name": "JFrog Artifactory",
-        "product_description": "JFrog Artifactory is a universal artifact repository manager, supporting various package formats, enabling secure artifact storage, and facilitating build and release processes.",
-        "product_url": "https://jfrog.com/artifactory/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
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-        "id": "1366",
-        "product_name": "Sonatype Nexus Repository",
-        "product_description": "Sonatype Nexus Repository is an open-source repository manager, providing artifact storage, proxying, and security features for managing software components.",
-        "product_url": "https://www.sonatype.com/products/sonatype-nexus-repository",
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-        "support_plan": "f",
-        "status": "t"
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-        "id": "1367",
-        "product_name": "GitLab Package Registry",
-        "product_description": "GitLab Package Registry is an integrated package management solution within GitLab, supporting container images, packages, and dependencies for streamlined DevOps workflows.",
-        "product_url": "https://docs.gitlab.com/ee/user/packages/package_registry/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
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-        "id": "1368",
-        "product_name": "Docker Registry",
-        "product_description": "Docker Registry is a storage and distribution system for Docker images, facilitating the management, sharing, and deployment of containerized applications.",
-        "product_url": "https://docs.docker.com/registry/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
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-        "id": "1369",
-        "product_name": "Maven Central Repository",
-        "product_description": "Maven Central Repository is a public repository for Maven artifacts, serving as a central hub for Java libraries and enabling seamless dependency management.",
-        "product_url": "https://mvnrepository.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
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-        "id": "1370",
-        "product_name": "npm Registry",
-        "product_description": "npm Registry is a public repository for Node.js packages, providing a centralized location for sharing and distributing JavaScript libraries and modules.",
-        "product_url": "https://www.npmjs.com/",
-        "open_source": "t",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1371",
-        "product_name": "PyPI (Python Package Index)",
-        "product_description": "PyPI is the official repository for Python packages, allowing developers to share and distribute Python libraries and applications easily.",
-        "product_url": "https://pypi.org/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1372",
-        "product_name": "Microsoft Azure Artifacts",
-        "product_description": "Azure Artifacts is a package management service in Microsoft Azure DevOps, providing secure and scalable artifact storage for various programming languages.",
-        "product_url": "https://azure.microsoft.com/en-us/services/devops/artifacts/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1373",
-        "product_name": "Apache Archiva",
-        "product_description": "Apache Archiva is an open-source artifact repository manager, supporting build and release processes by providing a secure and organized storage for artifacts.",
-        "product_url": "https://archiva.apache.org/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1374",
-        "product_name": "ConanCenter",
-        "product_description": "ConanCenter is a public repository for Conan C/C++ packages, facilitating the sharing and distribution of C/C++ libraries and dependencies in Conan packages.",
-        "product_url": "https://conan.io/center/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1375",
-        "product_name": "Bamboo",
-        "product_description": "Bamboo is an Atlassian CI/CD server that automates the build, test, and deployment processes, integrating seamlessly with other Atlassian tools like Jira and Bitbucket.",
-        "product_url": "https://www.atlassian.com/software/bamboo",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1376",
-        "product_name": "Buildkite",
-        "product_description": "Buildkite is a CI/CD platform that allows developers to run builds on their own infrastructure while providing centralized management and visibility into the build pipeline.",
-        "product_url": "https://buildkite.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1377",
-        "product_name": "GitHub",
-        "product_description": "A platform for version control and collaboration, it allows you to manage your Git repositories, review code, manage projects, and build software alongside millions of other developers.",
-        "product_url": "https://github.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1378",
-        "product_name": "JIRA",
-        "product_description": "A tool developed by Atlassian for bug tracking, issue tracking, and project management.",
-        "product_url": "https://www.atlassian.com/software/jira",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1379",
-        "product_name": "Azure DevOps",
-        "product_description": "Provides developer services to support teams to plan work, collaborate on code development, and build and deploy applications.",
-        "product_url": "https://azure.microsoft.com/en-us/services/devops/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1380",
-        "product_name": "Bitbucket",
-        "product_description": "A Git-based source code repository hosting service owned by Atlassian that also provides project management tools.",
-        "product_url": "https://bitbucket.org/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1381",
-        "product_name": "Azure Repos",
-        "product_description": "Azure Repos is a version control service within Azure DevOps, supporting Git and Team Foundation Version Control (TFVC) for source code management.",
-        "product_url": "https://azure.microsoft.com/en-us/services/devops/repos/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1382",
-        "product_name": "SVN (Apache Subversion)",
-        "product_description": "SVN is an open-source version control system that manages files and directories, supporting collaborative software development with centralized repositories.",
-        "product_url": "https://subversion.apache.org/",
-        "open_source": "t",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1383",
-        "product_name": "Perforce Helix Core",
-        "product_description": "Helix Core by Perforce is a version control system that handles large-scale development, providing high-performance versioning for enterprise-level projects.",
-        "product_url": "https://www.perforce.com/products/helix-core",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1384",
-        "product_name": "IBM Engineering Workflow Management",
-        "product_description": "IBM Engineering Workflow Management (EWM) offers version control and collaborative tools, supporting agile and traditional software development processes.",
-        "product_url": "https://www.ibm.com/cloud/engineering-workflow-management",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1385",
-        "product_name": "Mercurial",
-        "product_description": "Mercurial is a distributed version control system, offering simplicity and ease of use for managing source code and collaborating on software projects.",
-        "product_url": "https://www.mercurial-scm.org/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1386",
-        "product_name": "Plastic SCM",
-        "product_description": "Plastic SCM is a distributed version control system that supports parallel development, branching, and merging, providing flexibility for versioning large codebases.",
-        "product_url": "https://www.plasticscm.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1387",
-        "product_name": "AWS CodeStar",
-        "product_description": "AWS CodeStar is an integrated CI/CD service that facilitates project setup, development, and deployment on AWS, streamlining the software development lifecycle.",
-        "product_url": "https://aws.amazon.com/codestar/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1388",
-        "product_name": "Kubernetes",
-        "product_description": "Kubernetes, an open-source container orchestration platform, automates deployment, scaling, and management of containerized applications for efficient development and operations.",
-        "product_url": "https://kubernetes.io/",
-        "open_source": "t",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1389",
-        "product_name": "Spinnaker",
-        "product_description": "Spinnaker is an open-source, multi-cloud continuous delivery platform that enables efficient and automated deployment of applications across different cloud environments.",
-        "product_url": "https://spinnaker.io/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1390",
-        "product_name": "AWS Elastic Beanstalk",
-        "product_description": "AWS Elastic Beanstalk is a fully managed service that simplifies deployment and scaling of applications, allowing developers to focus on writing code rather than managing infrastructure.",
-        "product_url": "https://aws.amazon.com/elasticbeanstalk/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1391",
-        "product_name": "SonarQube",
-        "product_description": "SonarQube is an open-source platform for continuous inspection of code quality, providing static code analysis and identifying code issues for improvement.",
-        "product_url": "https://www.sonarqube.org/",
-        "open_source": "t",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1392",
-        "product_name": "Coverity",
-        "product_description": "Coverity by Synopsys is a static application security testing (SAST) tool that analyzes source code for security vulnerabilities and ensures code quality.",
-        "product_url": "https://scan.coverity.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1393",
-        "product_name": "ESLint",
-        "product_description": "ESLint is a popular open-source linting tool for JavaScript, providing static code analysis to identify and fix common coding issues and maintain code consistency.",
-        "product_url": "https://eslint.org/",
-        "open_source": "t",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1394",
-        "product_name": "JFrog Xray",
-        "product_description": "JFrog Xray is a universal artifact analysis tool that scans binary artifacts for security vulnerabilities and license compliance issues across repositories.",
-        "product_url": "https://www.jfrog.com/xray/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1395",
-        "product_name": "Klocwork",
-        "product_description": "Klocwork by Perforce is a static code analysis tool that identifies and fixes security vulnerabilities, ensuring code quality and compliance with coding standards.",
-        "product_url": "https://help.klocwork.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1396",
-        "product_name": "Checkmarx",
-        "product_description": "Checkmarx is a static application security testing (SAST) solution that scans code for security vulnerabilities, offering insights into code quality and compliance.",
-        "product_url": "https://www.checkmarx.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1397",
-        "product_name": "Codacy",
-        "product_description": "Codacy is an automated code review and static analysis platform, providing insights into code quality, security, and code patterns for continuous improvement.",
-        "product_url": "https://www.codacy.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1398",
-        "product_name": "FindBugs",
-        "product_description": "FindBugs is an open-source static analysis tool for Java, identifying potential bugs and coding issues to enhance code quality and maintainability.",
-        "product_url": "http://findbugs.sourceforge.net/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1399",
-        "product_name": "Veracode",
-        "product_description": "Veracode is a cloud-based application security platform that offers static and dynamic analysis, scanning code for vulnerabilities and providing actionable insights.",
-        "product_url": "https://www.veracode.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1400",
-        "product_name": "Pylint",
-        "product_description": "Pylint is a widely used static code analysis tool for Python, identifying and fixing coding issues to improve code quality and maintainability.",
-        "product_url": "https://www.pylint.org/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1401",
-        "product_name": "Firebase Authentication",
-        "product_description": "Firebase Authentication is a service by Google offering user authentication and authorization, seamlessly integrating with Firebase for scalable app development.",
-        "product_url": "https://firebase.google.com/products/auth",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1402",
-        "product_name": "Duo Security",
-        "product_description": "Duo Security, now part of Cisco, provides multi-factor authentication (MFA) and secure access solutions, enhancing user authentication for applications.",
-        "product_url": "https://duo.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1403",
-        "product_name": "AWS Amplify Authentication",
-        "product_description": "AWS Amplify offers authentication services with features like secure sign-up and sign-in, enabling developers to implement authentication in their applications.",
-        "product_url": "https://docs.amplify.aws/lib/auth/getting-started/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1404",
-        "product_name": "IBM Cloud App ID",
-        "product_description": "IBM Cloud App ID is an identity management service providing secure authentication and authorization for web and mobile applications, with built-in CIAM features.",
-        "product_url": "https://www.ibm.com/cloud/app-id/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1405",
-        "product_name": "Google Cloud Natural Language API",
-        "product_description": "Google Cloud Natural Language API offers powerful language processing capabilities, including sentiment analysis, entity recognition, and syntax analysis for understanding and extracting insights from text.",
-        "product_url": "https://cloud.google.com/natural-language",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1406",
-        "product_name": "Microsoft Azure Text Analytics",
-        "product_description": "Azure Text Analytics is a cloud-based service providing sentiment analysis, key phrase extraction, and named entity recognition, empowering applications to analyze and understand text data.",
-        "product_url": "https://azure.microsoft.com/en-us/services/cognitive-services/text-analytics/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1407",
-        "product_name": "IBM Watson Natural Language Understanding",
-        "product_description": "IBM Watson NLU offers advanced natural language processing capabilities, enabling applications to extract insights, sentiment, and entities from unstructured text data.",
-        "product_url": "https://www.ibm.com/cloud/watson-natural-language-understanding",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1408",
-        "product_name": "Stanford NLP",
-        "product_description": "Stanford NLP is an open-source natural language processing library, providing tools for tasks such as part-of-speech tagging, sentiment analysis, and named entity recognition.",
-        "product_url": "https://nlp.stanford.edu/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1409",
-        "product_name": "SpaCy",
-        "product_description": "SpaCy is an open-source library for advanced natural language processing in Python, offering efficient tools for tasks like tokenization, named entity recognition, and dependency parsing.",
-        "product_url": "https://spacy.io/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1410",
-        "product_name": "NLTK (Natural Language Toolkit)",
-        "product_description": "NLTK is a Python library for natural language processing, providing tools for tasks such as text classification, sentiment analysis, and language modeling.",
-        "product_url": "https://www.nltk.org/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1411",
-        "product_name": "TextRazor",
-        "product_description": "TextRazor is an API for natural language processing, offering features like entity recognition, sentiment analysis, and language detection for extracting valuable insights from text.",
-        "product_url": "https://www.textrazor.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1412",
-        "product_name": "Aylien Text Analysis",
-        "product_description": "Aylien Text Analysis is an API providing sentiment analysis, entity recognition, and language detection, helping developers integrate advanced NLP capabilities into their applications.",
-        "product_url": "https://aylien.com/text-api/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1413",
-        "product_name": "Amazon Comprehend Medical",
-        "product_description": "Amazon Comprehend Medical is a specialized service for extracting medical information from unstructured text, including entity recognition for medical terms and concepts.",
-        "product_url": "https://aws.amazon.com/comprehend/medical/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1414",
-        "product_name": "Hugging Face Transformers",
-        "product_description": "Hugging Face Transformers is an open-source library offering pre-trained models for various natural language processing tasks, allowing developers to leverage state-of-the-art models for text analysis and understanding.",
-        "product_url": "https://huggingface.co/transformers/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1415",
-        "product_name": "Google Cloud Healthcare API",
-        "product_description": "Google Cloud Healthcare API provides a comprehensive solution for managing and analyzing healthcare data, enabling interoperability and compliance with industry standards.",
-        "product_url": "https://cloud.google.com/healthcare",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1416",
-        "product_name": "Microsoft Azure Health Bot",
-        "product_description": "Azure Health Bot is an AI-powered conversational platform that allows developers to build healthcare applications with natural language understanding, triage, and symptom checking capabilities.",
-        "product_url": "https://azure.microsoft.com/en-us/products/bot-services/health-bot/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1417",
-        "product_name": "IBM Watson for Oncology",
-        "product_description": "IBM Watson for Oncology leverages AI to assist oncologists in cancer treatment decisions, providing evidence-based insights and recommendations for personalized patient care.",
-        "product_url": "https://www.ibm.com/cloud/watson-oncology",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1418",
-        "product_name": "Health Gorilla",
-        "product_description": "Health Gorilla offers a secure interoperability platform connecting healthcare organizations and facilitating the exchange of clinical data, enabling better collaboration and patient care.",
-        "product_url": "https://www.healthgorilla.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1419",
-        "product_name": "Redox",
-        "product_description": "Redox is a healthcare interoperability platform that streamlines the exchange of data between healthcare organizations and technology solutions, facilitating integration and interoperability.",
-        "product_url": "https://www.redoxengine.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1420",
-        "product_name": "Human API",
-        "product_description": "Human API is a healthcare data integration platform that enables the retrieval and sharing of health data from various sources, promoting interoperability and innovation in healthcare applications.",
-        "product_url": "https://www.humanapi.co/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1421",
-        "product_name": "Apixio",
-        "product_description": "Apixio uses advanced analytics and natural language processing to extract valuable insights from unstructured healthcare data, supporting payers and providers in making informed decisions.",
-        "product_url": "https://apixio.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1422",
-        "product_name": "Health Level Seven (HL7)",
-        "product_description": "HL7 is a set of international standards for the exchange, integration, sharing, and retrieval of electronic health information, promoting interoperability in healthcare systems.",
-        "product_url": "https://www.hl7.org/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1423",
-        "product_name": "Tempus",
-        "product_description": "Tempus utilizes technology and data-driven insights to improve cancer care, offering solutions for clinical and molecular data analysis to support personalized treatment strategies.",
-        "product_url": "https://www.tempus.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1424",
-        "product_name": "Cerner",
-        "product_description": "Cerner is a leading health information technologies company, providing a range of solutions for electronic health records, population health management, and interoperability to enhance healthcare delivery.",
-        "product_url": "https://www.cerner.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1425",
-        "product_name": "Azure Advisor",
-        "product_description": "Azure Advisor is a cloud optimization service by Microsoft, offering recommendations for improving performance, security, and cost efficiency in Azure deployments.",
-        "product_url": "https://azure.microsoft.com/en-us/services/advisor/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1426",
-        "product_name": "Google Cloud Operations Suite",
-        "product_description": "Google Cloud Operations Suite provides insights into application performance, offering monitoring, logging, and tracing capabilities for optimizing resource utilization.",
-        "product_url": "https://cloud.google.com/products/operations",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1427",
-        "product_name": "Datadog",
-        "product_description": "Datadog is a cloud monitoring and analytics platform, offering real-time insights into application performance, infrastructure, and logs for optimizing resource allocation.",
-        "product_url": "https://www.datadoghq.com/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1428",
-        "product_name": "New Relic",
-        "product_description": "New Relic is an observability platform providing real-time insights into application performance, offering monitoring, logging, and analytics tools for optimizing resource usage.",
-        "product_url": "https://newrelic.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1429",
-        "product_name": "Dynatrace",
-        "product_description": "Dynatrace is an application performance management solution that provides automated monitoring and analytics, offering insights for optimizing cloud infrastructure.",
-        "product_url": "https://www.dynatrace.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1430",
-        "product_name": "SolarWinds",
-        "product_description": "SolarWinds offers cloud monitoring solutions, providing visibility into infrastructure performance and resource utilization for optimizing cloud environments.",
-        "product_url": "https://www.solarwinds.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1431",
-        "product_name": "Cisco AppDynamics",
-        "product_description": "Cisco AppDynamics is an application performance monitoring solution that offers real-time visibility and analytics, helping optimize resource utilization and application performance.",
-        "product_url": "https://www.appdynamics.com/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1432",
-        "product_name": "Splunk Infrastructure Monitoring",
-        "product_description": "Splunk Infrastructure Monitoring provides real-time insights into infrastructure performance, offering monitoring and analytics tools for optimizing resource allocation.",
-        "product_url": "https://www.splunk.com/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1433",
-        "product_name": "BMC Helix Monitor",
-        "product_description": "BMC Helix Monitor is an AI-driven IT operations and monitoring solution, providing insights into application and infrastructure performance for optimization.",
-        "product_url": "https://www.bmc.com/it-solutions/helix.html",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1434",
-        "product_name": "Stackdriver by Google Cloud",
-        "product_description": "Stackdriver offers monitoring, logging, and diagnostics for applications on Google Cloud Platform, providing insights into resource utilization for optimization.",
-        "product_url": "https://cloud.google.com/products/operations",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1435",
-        "product_name": "Google Cloud Resource Manager",
-        "product_description": "Google Cloud Resource Manager provides a unified view and management of resources, offering organization-level policies for resource governance and compliance.",
-        "product_url": "https://cloud.google.com/resource-manager",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1436",
-        "product_name": "IBM Cloud Continuous Compliance",
-        "product_description": "IBM Cloud Continuous Compliance helps organizations maintain compliance with industry standards by continuously monitoring and enforcing policies across cloud environments.",
-        "product_url": "https://www.ibm.com/cloud/compliance",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1437",
-        "product_name": "Red Hat Insights",
-        "product_description": "Red Hat Insights is a proactive management service that provides analytics and recommendations for optimizing and securing Red Hat Enterprise Linux environments.",
-        "product_url": "https://www.redhat.com/en/technologies/management/insights",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1438",
-        "product_name": "VMware vRealize Operations",
-        "product_description": "vRealize Operations by VMware delivers intelligent operations management, offering insights and recommendations for optimizing and ensuring the performance of VMware-based environments.",
-        "product_url": "https://www.vmware.com/products/vrealize-operations.html",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1439",
-        "product_name": "Cisco CloudCenter Suite",
-        "product_description": "Cisco CloudCenter Suite is a multi-cloud management platform that provides governance and policy-driven automation for deploying and managing applications across diverse cloud environments.",
-        "product_url": "https://www.cisco.com/c/en/us/support/cloud-systems-management/cloudcenter-suite/series.html",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1440",
-        "product_name": "Twilio Flex",
-        "product_description": "Twilio Flex is a programmable cloud contact center platform that enables businesses to build and customize contact center solutions with flexibility and scalability.",
-        "product_url": "https://www.twilio.com/flex",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1441",
-        "product_name": "Genesys Cloud",
-        "product_description": "Genesys Cloud is an all-in-one cloud contact center platform that provides omnichannel communication, workforce engagement, and analytics for enhanced customer experiences.",
-        "product_url": "https://www.genesys.com/cloud",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1442",
-        "product_name": "Cisco Webex Contact Center",
-        "product_description": "Cisco Webex Contact Center is a cloud-based solution offering omnichannel customer engagement, collaboration tools, and analytics for efficient customer interactions.",
-        "product_url": "https://www.webex.com/us/en/products/customer-experience/contact-center.html",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1443",
-        "product_name": "Five9",
-        "product_description": "Five9 is a cloud contact center platform that provides features such as omnichannel routing, workforce optimization, and analytics to optimize customer interactions.",
-        "product_url": "https://www.five9.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1444",
-        "product_name": "Avaya OneCloud CCaaS",
-        "product_description": "Avaya OneCloud Contact Center as a Service (CCaaS) is a cloud-based contact center solution offering omnichannel capabilities, analytics, and integration with collaboration tools.",
-        "product_url": "https://ccaas.avaya.com/cp-nor-avaya-onecloud-ccaas-reg",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1445",
-        "product_name": "RingCentral Engage",
-        "product_description": "RingCentral Engage is a cloud-based contact center solution that provides omnichannel communication, analytics, and automation for improved customer engagement.",
-        "product_url": "https://www.ringcentral.com/engage.html",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1446",
-        "product_name": "NICE inContact CXone",
-        "product_description": "NICE inContact CXone is a cloud contact center platform that offers omnichannel routing, workforce optimization, and analytics for delivering exceptional customer experiences.",
-        "product_url": "https://www.niceincontact.com/cxone",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1447",
-        "product_name": "Talkdesk",
-        "product_description": "Talkdesk is a cloud contact center platform that provides flexibility, scalability, and artificial intelligence-driven features to optimize customer interactions.",
-        "product_url": "https://www.talkdesk.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1448",
-        "product_name": "8x8 Contact Center",
-        "product_description": "8x8 Contact Center is a cloud-based solution offering omnichannel communication, analytics, and collaboration tools for effective customer engagement.",
-        "product_url": "https://www.8x8.com/contact-center",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1449",
-        "product_name": "Amazon Connect Competitors",
-        "product_description": "Various companies provide contact center solutions with features similar to Amazon Connect, including Salesforce Service Cloud, Aspect Via, and Sharpen. These platforms offer diverse capabilities for customer interaction, workforce management, and analytics.",
-        "product_url": "N/A",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1450",
-        "product_name": "Azure Blueprints",
-        "product_description": "Azure Blueprints is a service by Microsoft Azure that enables the creation, management, and deployment of compliant and repeatable cloud environments using pre-defined configurations.",
-        "product_url": "https://azure.microsoft.com/en-us/services/blueprints/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1451",
-        "product_name": "Google Cloud Organization Policy",
-        "product_description": "Google Cloud Organization Policy allows organizations to define and enforce policies across their cloud resources, ensuring compliance and governance in a scalable manner.",
-        "product_url": "https://cloud.google.com/resource-manager/docs/organization-policy/org-policy-constraints",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1452",
-        "product_name": "IBM Cloud Satellite",
-        "product_description": "IBM Cloud Satellite extends cloud services to any environment, offering consistent management and governance across hybrid and multi-cloud deployments.",
-        "product_url": "https://www.ibm.com/cloud/satellite",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1453",
-        "product_name": "Red Hat Advanced Cluster Management",
-        "product_description": "Red Hat Advanced Cluster Management for Kubernetes provides multi-cluster management, ensuring consistent security, governance, and compliance across Kubernetes environments.",
-        "product_url": "https://www.redhat.com/en/technologies/management/advanced-cluster-management",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1454",
-        "product_name": "VMware vRealize Suite",
-        "product_description": "VMware vRealize Suite is a comprehensive cloud management platform that enables organizations to manage and govern hybrid cloud resources with automation, optimization, and policy enforcement.",
-        "product_url": "https://www.vmware.com/products/vrealize-suite.html",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1455",
-        "product_name": "Puppet Enterprise",
-        "product_description": "Puppet Enterprise provides automation for infrastructure management, allowing organizations to define and enforce policies for configuration, compliance, and governance.",
-        "product_url": "https://www.puppet.com/products/puppet-enterprise",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1456",
-        "product_name": "Chef Automate",
-        "product_description": "Chef Automate is a continuous automation platform that allows organizations to define, deploy, and manage infrastructure as code, ensuring consistency and compliance across IT environments.",
-        "product_url": "https://www.chef.io/products/chef-automate",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1457",
-        "product_name": "Snowflake Data Marketplace",
-        "product_description": "Snowflake Data Marketplace is a cloud-based platform that facilitates the discovery, access, and exchange of data, enabling organizations to monetize and leverage external datasets seamlessly.",
-        "product_url": "https://www.snowflake.com/data-marketplace/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1458",
-        "product_name": "Google Cloud Marketplace",
-        "product_description": "Google Cloud Marketplace is an online store offering a wide range of third-party software solutions and datasets, providing organizations with access to diverse data sources and tools.",
-        "product_url": "https://cloud.google.com/marketplace",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1459",
-        "product_name": "Microsoft Azure Data Marketplaces",
-        "product_description": "Microsoft Azure Data Marketplaces allow organizations to discover, access, and share datasets and insights across the Azure ecosystem, fostering collaboration and innovation.",
-        "product_url": "https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/cloud-scale-analytics/architectures/data-mesh-data-marketplace",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1460",
-        "product_name": "DataRobot Paxata",
-        "product_description": "DataRobot Paxata is a data preparation platform that enables organizations to discover, clean, and enrich datasets, facilitating data collaboration and exchange within the enterprise.",
-        "product_url": "https://www.datarobot.com/newsroom/press/datarobot-acquires-paxata-to-bolster-its-end-to-end-ai-capabilities/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1461",
-        "product_name": "Alation Data Catalog",
-        "product_description": "Alation Data Catalog is an enterprise data catalog solution that provides a centralized platform for discovering, understanding, and collaborating on data assets across the organization.",
-        "product_url": "https://www.alation.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1462",
-        "product_name": "Informatica Cloud Data Marketplace",
-        "product_description": "Informatica Cloud Data Marketplace is a platform that enables organizations to discover, share, and monetize data assets, promoting data collaboration and innovation.",
-        "product_url": "https://www.informatica.com/products/data-governance/cloud-data-marketplace.html",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1463",
-        "product_name": "Databricks Data Ingestion",
-        "product_description": "Databricks offers a unified analytics platform with built-in data integration capabilities, allowing organizations to ingest, process, and share data seamlessly across the platform.",
-        "product_url": "https://www.databricks.com/product/data-ingestion",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1464",
-        "product_name": "AWS Data Marketplace Competitors",
-        "product_description": "Several companies, including Google Cloud Marketplace, Snowflake Data Marketplace, and Microsoft Azure Data Marketplaces, offer alternatives to AWS Data Exchange, providing diverse datasets and solutions for organizations.",
-        "product_url": "N/A",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1465",
-        "product_name": "Datadog Marketplace",
-        "product_description": "Datadog Marketplace is an ecosystem of integrations and applications that extend the capabilities of the Datadog platform, providing additional data sources and functionalities.",
-        "product_url": "https://www.datadoghq.com/marketplacepartners/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1466",
-        "product_name": "Salesforce Data Marketplace",
-        "product_description": "Salesforce Data Marketplace is a platform that allows organizations to discover and access curated third-party datasets directly within the Salesforce environment, enhancing customer relationship management with enriched data.",
-        "product_url": "N/A",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1467",
-        "product_name": "Apache Airflow",
-        "product_description": "Apache Airflow is an open-source platform for orchestrating complex workflows, offering flexible task scheduling, monitoring, and execution of data pipelines.",
-        "product_url": "https://airflow.apache.org/",
-        "open_source": "t",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1468",
-        "product_name": "Microsoft Azure Data Factory",
-        "product_description": "Azure Data Factory is a cloud-based data integration service that allows organizations to create, schedule, and manage data pipelines for data movement and transformation.",
-        "product_url": "https://azure.microsoft.com/en-us/services/data-factory/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1469",
-        "product_name": "Google Cloud Composer",
-        "product_description": "Google Cloud Composer is a fully managed Apache Airflow service on Google Cloud Platform, providing a scalable and flexible platform for orchestrating workflows and data pipelines.",
-        "product_url": "https://cloud.google.com/composer",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1470",
-        "product_name": "Talend Data Integration",
-        "product_description": "Talend Data Integration is an open-source data integration platform that allows organizations to design, deploy, and manage data pipelines for efficient data movement and transformation.",
-        "product_url": "https://www.talend.com/products/data-integration/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1471",
-        "product_name": "Informatica PowerCenter",
-        "product_description": "Informatica PowerCenter is an enterprise-grade data integration platform that enables organizations to design, deploy, and manage complex data pipelines for seamless information flow.",
-        "product_url": "https://www.informatica.com/download.html",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1472",
-        "product_name": "Matillion ETL",
-        "product_description": "Matillion ETL is a cloud-native data integration platform designed for building and managing data pipelines, offering native integrations with popular cloud data warehouses.",
-        "product_url": "https://www.matillion.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1473",
-        "product_name": "Stitch Data Loader",
-        "product_description": "Stitch Data Loader is a cloud-based ETL service that simplifies the process of loading data from various sources into data warehouses, allowing organizations to build data pipelines easily.",
-        "product_url": "https://www.stitchdata.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1474",
-        "product_name": "StreamSets DataOps Platform",
-        "product_description": "StreamSets provides a DataOps platform for designing, deploying, and managing data pipelines, enabling organizations to streamline data movement and processing.",
-        "product_url": "https://www.streamsets.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1475",
-        "product_name": "Luigi",
-        "product_description": "Luigi is an open-source data pipeline framework for Python, allowing developers to define and schedule data workflows, making it easy to build and orchestrate complex data pipelines.",
-        "product_url": "https://luigi.readthedocs.io/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1476",
-        "product_name": "Rclone",
-        "product_description": "Rclone is an open-source command-line tool that enables efficient synchronization and transfer of data between various cloud storage providers, including Amazon S3, Google Cloud Storage, and others.",
-        "product_url": "https://rclone.org/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1477",
-        "product_name": "Resilio Sync",
-        "product_description": "Resilio Sync is a peer-to-peer file synchronization tool that allows users to sync files and folders directly between devices, providing an alternative to centralized cloud-based solutions.",
-        "product_url": "https://www.resilio.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1478",
-        "product_name": "Duplicity",
-        "product_description": "Duplicity is an open-source backup tool that performs encrypted, bandwidth-efficient backups, supporting various cloud storage providers and offering data synchronization capabilities.",
-        "product_url": "http://duplicity.nongnu.org/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1479",
-        "product_name": "ExpanDrive",
-        "product_description": "ExpanDrive is a software application that allows users to mount remote storage as a local drive, enabling seamless file transfer and synchronization across different storage services.",
-        "product_url": "https://www.expandrive.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1480",
-        "product_name": "Robocopy",
-        "product_description": "Robocopy, or \"Robust File Copy,\" is a built-in command-line tool in Windows that provides advanced file copying capabilities, including synchronization and mirroring.",
-        "product_url": "https://learn.microsoft.com/en-us/windows-server/administration/windows-commands/robocopy",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1481",
-        "product_name": "FreeFileSync",
-        "product_description": "FreeFileSync is an open-source file synchronization tool that supports various platforms and allows users to compare and synchronize files and folders across different locations.",
-        "product_url": "https://freefilesync.org/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1482",
-        "product_name": "Tresorit",
-        "product_description": "Tresorit is an end-to-end encrypted cloud storage and file synchronization service, providing secure data sharing and collaboration for organizations that prioritize data privacy.",
-        "product_url": "https://tresorit.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1483",
-        "product_name": "WinSCP",
-        "product_description": "WinSCP is a free and open-source SFTP, FTP, WebDAV, and SCP client for Windows, offering secure file transfer and synchronization between local and remote directories.",
-        "product_url": "https://winscp.net/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1484",
-        "product_name": "Microsoft Azure Sentinel",
-        "product_description": "Azure Sentinel is a cloud-native SIEM (Security Information and Event Management) solution that provides intelligent security analytics and threat detection for enterprise cybersecurity.",
-        "product_url": "https://azure.microsoft.com/en-us/services/azure-sentinel/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1485",
-        "product_name": "Elastic Security",
-        "product_description": "Elastic Security, powered by the Elastic Stack, offers a SIEM solution with advanced analytics, threat hunting, and visualization tools for effective cybersecurity monitoring and response.",
-        "product_url": "https://www.elastic.co/security",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1486",
-        "product_name": "LogRhythm NextGen SIEM Platform",
-        "product_description": "LogRhythm's NextGen SIEM Platform provides security intelligence and analytics, helping organizations detect and respond to cyber threats through real-time monitoring and advanced analytics.",
-        "product_url": "https://logrhythm.com/products/siem-platform/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1487",
-        "product_name": "ArcSight Enterprise Security Manager",
-        "product_description": "ArcSight ESM is a SIEM solution by Micro Focus that provides real-time correlation and analysis of security events, enabling organizations to identify and respond to cybersecurity threats.",
-        "product_url": "https://www.microfocus.com/en-us/cyberres/secops/arcsight-esm",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1488",
-        "product_name": "Rapid7 InsightIDR",
-        "product_description": "Rapid7 InsightIDR is a cloud-native SIEM solution that combines user behavior analytics, threat intelligence, and detection capabilities for effective cybersecurity monitoring.",
-        "product_url": "https://www.rapid7.com/products/insightidr/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1489",
-        "product_name": "Google Cloud Security Command Center (SCC)",
-        "product_description": "Google Cloud SCC is a security and risk management platform that provides visibility into Google Cloud resources, helping organizations detect and respond to security threats.",
-        "product_url": "https://cloud.google.com/security-command-center",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1490",
-        "product_name": "Exabeam Security Management Platform",
-        "product_description": "Exabeam offers a Security Management Platform that combines SIEM, user and entity behavior analytics (UEBA), and security orchestration for advanced threat detection and response.",
-        "product_url": "https://www.exabeam.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1491",
-        "product_name": "Firebase Test Lab",
-        "product_description": "Firebase Test Lab by Google allows developers to perform automated and manual testing of mobile apps across a wide range of devices and configurations on the Google Cloud Platform.",
-        "product_url": "https://firebase.google.com/docs/test-lab",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1492",
-        "product_name": "BrowserStack",
-        "product_description": "BrowserStack provides a cloud-based platform for testing web and mobile applications on real devices and browsers, offering a comprehensive testing environment for developers.",
-        "product_url": "https://www.browserstack.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1493",
-        "product_name": "Sauce Labs",
-        "product_description": "Sauce Labs offers a cloud-based testing platform for web and mobile applications, allowing developers to perform automated testing on a diverse set of devices and browsers.",
-        "product_url": "https://saucelabs.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1494",
-        "product_name": "Kobiton",
-        "product_description": "Kobiton is a mobile testing platform that enables developers to test their applications on real devices, emulators, and simulators, providing a scalable and efficient testing solution.",
-        "product_url": "https://kobiton.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1495",
-        "product_name": "Perfecto",
-        "product_description": "Perfecto is a continuous testing platform that supports web and mobile applications, offering real device testing, test automation, and performance testing in a cloud-based environment.",
-        "product_url": "https://www.perfecto.io/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1496",
-        "product_name": "TestComplete",
-        "product_description": "TestComplete by SmartBear is an automated testing tool that supports web, mobile, and desktop applications, allowing developers to create and execute test scripts efficiently.",
-        "product_url": "https://smartbear.com/product/testcomplete/overview/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1497",
-        "product_name": "Ranorex",
-        "product_description": "Ranorex is an automated testing tool that supports a variety of platforms, including web, mobile, and desktop applications, providing a user-friendly interface for test automation.",
-        "product_url": "https://www.ranorex.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1498",
-        "product_name": "Applause",
-        "product_description": "Applause is a testing and feedback platform that offers crowdtesting services, allowing developers to test their applications on real devices with diverse user environments.",
-        "product_url": "https://www.applause.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1499",
-        "product_name": "AWS Device Farm Competitors",
-        "product_description": "Various companies offer alternatives to AWS Device Farm, including Xamarin Test Cloud, Perfecto, and Kobiton, providing comprehensive mobile testing solutions.",
-        "product_url": "https://www.g2.com/products/aws-device-farm/competitors/alternatives",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1500",
-        "product_name": "Ghostlab",
-        "product_description": "Ghostlab is a synchronized testing tool for web development, enabling developers to test and debug websites on multiple devices simultaneously, streamlining the testing process.",
-        "product_url": "http://www.testingtoolsguide.net/tools/ghostlab/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1501",
-        "product_name": "Microsoft Azure ExpressRoute",
-        "product_description": "Azure ExpressRoute enables private, dedicated network connections between on-premises data centers and Microsoft Azure, providing low-latency and secure connectivity.",
-        "product_url": "https://azure.microsoft.com/en-us/services/expressroute/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1502",
-        "product_name": "Cogent Communications",
-        "product_description": "Cogent Communications offers dedicated, high-speed internet connectivity services, allowing businesses to connect to AWS and other cloud providers with reliable network performance.",
-        "product_url": "https://www.cogentco.com/en/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1503",
-        "product_name": "Lumen (formerly CenturyLink) Cloud Connect",
-        "product_description": "Lumen Cloud Connect provides secure, private connections between on-premises networks and Lumen's cloud infrastructure, offering low-latency connectivity options.",
-        "product_url": "https://www.lumen.com/en-us/edge-cloud/cloud-connect.html",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1504",
-        "product_name": "NTT Global Data Centers' Cloud Connect",
-        "product_description": "NTT Global Data Centers' Cloud Connect services offer private and secure connections to major cloud providers, including AWS, with flexible bandwidth options.",
-        "product_url": "N/A",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1505",
-        "product_name": "Microsoft Azure Database Migration Service",
-        "product_description": "Azure Database Migration Service enables seamless migration of on-premises databases to Azure, supporting various database engines with minimal downtime.",
-        "product_url": "https://azure.microsoft.com/en-us/products/database-migration/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1506",
-        "product_name": "AWS Database Migration Service (DMS) Competitors",
-        "product_description": "Several companies, including Microsoft Azure Database Migration Service, Oracle GoldenGate, and AWS Schema Conversion Tool, offer alternatives for database migration, providing flexibility and compatibility.",
-        "product_url": "N/A",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1507",
-        "product_name": "Google Cloud Database Migration Service",
-        "product_description": "Google Cloud Database Migration Service supports the migration of databases to Google Cloud, offering automated and managed services for a smooth transition.",
-        "product_url": "https://cloud.google.com/database-migration",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1508",
-        "product_name": "Oracle GoldenGate",
-        "product_description": "Oracle GoldenGate is a real-time data integration and replication tool that facilitates the migration of databases across heterogeneous environments with minimal impact on performance.",
-        "product_url": "https://www.oracle.com/goldengate/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1509",
-        "product_name": "AWS Database Migration Service Competitors",
-        "product_description": "Various companies, such as Attunity Replicate, Talend, and Microsoft Data Migration Assistant, provide alternatives to AWS Database Migration Service, offering diverse features for database migration.",
-        "product_url": "N/A",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1510",
-        "product_name": "Attunity Replicate",
-        "product_description": "Attunity Replicate is a data integration and replication platform that enables the migration of data across various platforms, supporting real-time data movement and transformation.",
-        "product_url": "https://www.qlik.com/us/products/qlik-replicate",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1511",
-        "product_name": "Talend",
-        "product_description": "Talend is an open-source data integration and migration platform that supports the movement of data between different databases, ensuring data accuracy and consistency.",
-        "product_url": "https://www.talend.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1512",
-        "product_name": "AWS Schema Conversion Tool (SCT) Competitors",
-        "product_description": "Other tools like AWS Schema Conversion Tool include Flyway, Liquibase, and Microsoft Data Migration Assistant, offering options for schema conversion during database migration.",
-        "product_url": "N/A",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1513",
-        "product_name": "Flyway",
-        "product_description": "Flyway is an open-source database migration tool that simplifies the management and version control of database schemas, making it easier to migrate databases across environments.",
-        "product_url": "https://flywaydb.org/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1514",
-        "product_name": "Liquibase",
-        "product_description": "Liquibase is an open-source database migration and version control tool that supports the management of database schemas and facilitates smooth migration processes with automation and flexibility.",
-        "product_url": "https://www.liquibase.org/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1515",
-        "product_name": "Google Cloud Firestore",
-        "product_description": "Google Cloud Firestore is a NoSQL document database that provides a serverless, scalable, and flexible solution for building web and mobile applications.",
-        "product_url": "https://cloud.google.com/firestore",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1516",
-        "product_name": "CouchDB",
-        "product_description": "CouchDB is an open-source document-oriented NoSQL database that supports a distributed architecture, allowing users to store and retrieve documents with ease.",
-        "product_url": "http://couchdb.apache.org/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1517",
-        "product_name": "IBM Cloudant",
-        "product_description": "IBM Cloudant is a fully managed NoSQL database service based on Apache CouchDB, providing scalable and distributed document storage with built-in indexing.",
-        "product_url": "https://www.ibm.com/cloud/cloudant",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1518",
-        "product_name": "FaunaDB",
-        "product_description": "FaunaDB is a serverless, globally distributed database that supports the document data model, offering ACID transactions and seamless scalability for modern applications.",
-        "product_url": "https://fauna.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1519",
-        "product_name": "Zerto",
-        "product_description": "Specializes in real-time replication and orchestration for disaster recovery, often highlighting its continuous data protection capabilities which can be particularly useful for businesses with low tolerance for data loss.",
-        "product_url": "https://www.zerto.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1520",
-        "product_name": "Datto",
-        "product_description": "Provides an integrated suite of services including backup, recovery, and business continuity solutions across physical, virtual, and cloud environments, with a focus on SMBs.",
-        "product_url": "https://www.datto.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1521",
-        "product_name": "Acronis Disaster Recovery Service",
-        "product_description": "Provides a suite of cyber protection solutions including backup, disaster recovery, and secure file sync and share, with AI-based ransomware protection.",
-        "product_url": "https://www.acronis.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1522",
-        "product_name": "Unitrends Recovery Series",
-        "product_description": "Offers all-in-one backup appliances and cloud data protection solutions, designed to provide full resilience for businesses looking for a simple yet effective DR solution.",
-        "product_url": "https://www.unitrends.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1523",
-        "product_name": "Carbonite",
-        "product_description": "Known for its data protection platform for businesses, Carbonite offers solutions for backup, disaster recovery, and data migration, focusing on ease of use and flexibility.",
-        "product_url": "https://www.carbonite.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1524",
-        "product_name": "Arcserve",
-        "product_description": "Delivers data protection, backup, disaster recovery, high availability, and email archiving solutions, aiming to protect critical data across complex infrastructures and environments.",
-        "product_url": "https://www.arcserve.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1525",
-        "product_name": "IBM Disaster Recovery as a Service (DRaaS)",
-        "product_description": "Combines professional services to design and manage recovery plans with cloud services to execute these plans, emphasizing reliability and extensive experience in IT recovery.",
-        "product_url": "https://www.ibm.com/cloud/disaster-recovery",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1526",
-        "product_name": "Microsoft Active Directory",
-        "product_description": "Microsoft's Active Directory is a widely used directory service that provides authentication and authorization services, centralizing user management and access control in Windows environments.",
-        "product_url": "https://docs.microsoft.com/en-us/windows-server/identity/ad-ds/get-started/virtual-dc/active-directory-domain-services-overview",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1527",
-        "product_name": "AWS Managed Microsoft AD Competitors",
-        "product_description": "Competitors to AWS Managed Microsoft AD include traditional on-premises Active Directory solutions, Azure Active Directory, and third-party directory services that offer similar capabilities for user authentication and management.",
-        "product_url": "N/A",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1528",
-        "product_name": "IBM Security Verify",
-        "product_description": "IBM Security Verify is an identity-as-a-service solution that provides secure user authentication, access management, and identity governance across applications and services.",
-        "product_url": "https://www.ibm.com/cloud/identity-and-access-management/security-verify",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1529",
-        "product_name": "Google Cloud Bigtable",
-        "product_description": "Google Cloud Bigtable is a fully managed NoSQL database service that offers high-performance and scalable storage for large analytical and operational workloads.",
-        "product_url": "https://cloud.google.com/bigtable",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1530",
-        "product_name": "Azure Managed Disks",
-        "product_description": "Azure Managed Disks is a block storage solution that simplifies disk management in Microsoft Azure, providing scalable and durable storage for virtual machines.",
-        "product_url": "https://azure.microsoft.com/en-us/services/managed-disks/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1531",
-        "product_name": "Google Cloud Persistent Disks",
-        "product_description": "Google Cloud Persistent Disks offers block storage for virtual machines on Google Cloud Platform, providing high-performance and reliable storage solutions.",
-        "product_url": "https://cloud.google.com/compute/docs/disks",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1532",
-        "product_name": "DigitalOcean Volumes",
-        "product_description": "DigitalOcean Volumes is a block storage solution that allows users to attach scalable and high-performance storage to virtual machines on the DigitalOcean cloud platform.",
-        "product_url": "https://www.digitalocean.com/docs/volumes/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1533",
-        "product_name": "Linode Block Storage",
-        "product_description": "Linode Block Storage provides scalable block storage for virtual machines on the Linode cloud platform, offering additional storage capacity and flexibility.",
-        "product_url": "https://www.linode.com/products/block-storage/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1534",
-        "product_name": "VMware vSAN",
-        "product_description": "VMware vSAN is a software-defined storage solution that aggregates local storage devices across multiple servers to create a shared pool of storage for virtual machines.",
-        "product_url": "https://www.vmware.com/products/vsan.html",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1535",
-        "product_name": "NetApp Cloud Volumes ONTAP",
-        "product_description": "NetApp Cloud Volumes ONTAP is a cloud-native data management solution that provides scalable and efficient block storage for applications running in the cloud.",
-        "product_url": "https://www.netapp.com/cloud-services/cloud-volumes-ontap/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1536",
-        "product_name": "IBM Block Storage",
-        "product_description": "IBM Block Storage offers scalable and high-performance block storage solutions for virtual machines on the IBM Cloud, supporting various storage classes.",
-        "product_url": "https://www.ibm.com/topics/block-storage",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1537",
-        "product_name": "Microsoft Azure Virtual Machines",
-        "product_description": "Microsoft Azure VMs provide on-demand scalable computing resources, allowing users to deploy and manage virtual machines for various workloads and applications.",
-        "product_url": "https://azure.microsoft.com/en-us/services/virtual-machines/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1538",
-        "product_name": "Oracle Cloud Infrastructure Compute",
-        "product_description": "Oracle Cloud Infrastructure Compute offers virtual machines on the Oracle Cloud, providing users with customizable computing resources for running applications.",
-        "product_url": "https://www.oracle.com/cloud/compute/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1539",
-        "product_name": "Linode Instances",
-        "product_description": "Linode Instances are virtual machines on the Linode cloud platform, offering developers scalable and cost-effective computing resources for their applications.",
-        "product_url": "https://www.linode.com/docs/products/compute/compute-instances/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1540",
-        "product_name": "Alibaba Cloud Elastic Compute Service (ECS)",
-        "product_description": "Alibaba Cloud ECS delivers virtual machines on the Alibaba Cloud platform, offering users flexible and scalable computing resources for their workloads.",
-        "product_url": "https://www.alibabacloud.com/product/ecs",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1541",
-        "product_name": "Vultr Compute Instances",
-        "product_description": "Vultr Compute Instances provide virtual machines on the Vultr cloud platform, allowing users to deploy and manage scalable computing resources for various applications.",
-        "product_url": "https://www.vultr.com/products/cloud-compute/?gspk=YW50b25pb2R1YXJ0ZTM4OTE",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1542",
-        "product_name": "Hetzner Cloud Instances",
-        "product_description": "Hetzner Cloud Instances offer virtual machines with high-performance computing resources on the Hetzner Cloud platform, providing developers with reliable and efficient cloud computing solutions.",
-        "product_url": "https://www.hetzner.com/cloud",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1543",
-        "product_name": "Azure Container Registry",
-        "product_description": "Azure Container Registry is a private container image registry service on Microsoft Azure, allowing users to store and manage container images securely.",
-        "product_url": "https://azure.microsoft.com/en-us/services/container-registry/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1544",
-        "product_name": "Amazon ECR Public",
-        "product_description": "Amazon ECR Public is a fully managed public container registry service from AWS, allowing users to share and distribute container images publicly.",
-        "product_url": "https://gallery.ecr.aws/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1545",
-        "product_name": "ACR (Alibaba Container Registry)",
-        "product_description": "ACR is Alibaba Cloud's container image registry service, allowing users to store, manage, and deploy container images in a secure and reliable environment within the Alibaba Cloud platform.",
-        "product_url": "https://www.alibabacloud.com/product/acr",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1546",
-        "product_name": "Azure Kubernetes Service (AKS)",
-        "product_description": "AKS is a managed Kubernetes service on Microsoft Azure, offering automated Kubernetes cluster provisioning and seamless integration with Azure services.",
-        "product_url": "https://azure.microsoft.com/en-us/services/kubernetes-service/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1547",
-        "product_name": "Amazon ECS Anywhere",
-        "product_description": "ECS Anywhere extends Amazon ECS to on-premises or edge locations, allowing users to run and manage containerized applications in hybrid environments.",
-        "product_url": "https://aws.amazon.com/eks/anywhere/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1548",
-        "product_name": "Pivotal Container Service (PKS)",
-        "product_description": "PKS, now part of VMware Tanzu, is a Kubernetes-based container service that simplifies deployment, management, and scaling of containerized applications in VMware environments.",
-        "product_url": "N/A",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1549",
-        "product_name": "Microsoft Azure Files",
-        "product_description": "Azure Files is a fully managed file storage service on Microsoft Azure, offering scalable and highly available file shares that can be accessed from both on-premises and cloud environments.",
-        "product_url": "https://azure.microsoft.com/en-us/services/storage/files/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1550",
-        "product_name": "NetApp Cloud Volumes",
-        "product_description": "NetApp Cloud Volumes is a cloud-native file storage service that provides highly scalable and performant file systems for cloud-based applications, supporting multiple cloud providers.",
-        "product_url": "https://cloud.netapp.com/cloud-volumes",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1551",
-        "product_name": "IBM Cloud File Storage",
-        "product_description": "IBM Cloud File Storage is a scalable and high-performance file storage service on the IBM Cloud, offering flexibility for storing and accessing files in the cloud.",
-        "product_url": "https://www.ibm.com/cloud/file-storage",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1552",
-        "product_name": "Dell EMC Isilon",
-        "product_description": "Dell EMC Isilon is a scale-out network-attached storage (NAS) solution that offers high-performance and scalable file storage for demanding workloads in enterprise environments.",
-        "product_url": "https://www.dellemc.com/en-us/storage/isilon/index.htm",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1553",
-        "product_name": "Lustre File System",
-        "product_description": "Lustre is an open-source parallel distributed file system designed for high-performance computing environments, offering scalable and efficient file storage.",
-        "product_url": "http://lustre.org/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1554",
-        "product_name": "HPE Ezmeral Data Fabric (formerly MapR)",
-        "product_description": "HPE Ezmeral Data Fabric is a distributed file and object storage solution that provides scalable and reliable storage for big data and analytics workloads.",
-        "product_url": "https://www.hpe.com/us/en/hpe-ezmeral-data-fabric.html",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1555",
-        "product_name": "GlusterFS",
-        "product_description": "GlusterFS is an open-source distributed file system that offers scalable and flexible file storage solutions, suitable for various deployment scenarios, including cloud environments.",
-        "product_url": "https://www.gluster.org/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1556",
-        "product_name": "Microsoft Azure Kubernetes Service (AKS)",
-        "product_description": "AKS is a managed Kubernetes service on Microsoft Azure, offering simplified deployment, scaling, and orchestration of containerized applications in the Azure environment.",
-        "product_url": "https://azure.microsoft.com/en-us/services/kubernetes-service/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1557",
-        "product_name": "Mesosphere DC/OS",
-        "product_description": "DC/OS is a distributed operating system that includes Kubernetes as one of its orchestration frameworks, allowing users to deploy and manage containerized applications at scale.",
-        "product_url": "https://dcos.io/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1558",
-        "product_name": "Amazon EKS Anywhere",
-        "product_description": "EKS Anywhere extends Amazon EKS to on-premises or edge locations, enabling users to run and manage Kubernetes clusters in hybrid environments.",
-        "product_url": "https://aws.amazon.com/eks/anywhere/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1559",
-        "product_name": "Canonical Kubernetes",
-        "product_description": "Canonical Kubernetes is a distribution of Kubernetes by Canonical, offering a pure upstream Kubernetes experience with additional tools for simplified deployment and management.",
-        "product_url": "https://ubuntu.com/kubernetes",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1560",
-        "product_name": "NVIDIA TensorRT",
-        "product_description": "TensorRT is a high-performance deep learning inference library developed by NVIDIA, optimizing deep learning models for deployment on NVIDIA GPUs, including support for INT8 precision.",
-        "product_url": "https://developer.nvidia.com/tensorrt",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1561",
-        "product_name": "Intel OpenVINO",
-        "product_description": "OpenVINO (Open Visual Inference and Neural Network Optimization) is an open-source toolkit by Intel, enabling optimized deployment of deep learning models on Intel CPUs, GPUs, and FPGAs.",
-        "product_url": "https://software.intel.com/content/www/us/en/develop/tools/openvino-toolkit.html",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1562",
-        "product_name": "Google Coral Edge TPU",
-        "product_description": "Google Coral offers Edge TPU accelerators designed for on-device AI inference, providing low-latency and high-throughput processing for machine learning models at the edge.",
-        "product_url": "https://coral.ai/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1563",
-        "product_name": "Qualcomm AI Engine",
-        "product_description": "Qualcomm's AI Engine integrates hardware accelerators into their Snapdragon processors, enhancing the performance and efficiency of running machine learning workloads on mobile devices.",
-        "product_url": "https://www.qualcomm.com/products/technology/artificial-intelligence",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1564",
-        "product_name": "Xilinx DPU (Deep Learning Processing Unit)",
-        "product_description": "Xilinx DPUs are programmable hardware accelerators for AI inference, delivering high-performance and low-latency processing on Xilinx FPGA-based platforms.",
-        "product_url": "https://www.xilinx.com/products/intellectual-property/dpu.html",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1565",
-        "product_name": "MediaTek APU (AI Processing Unit)",
-        "product_description": "MediaTek's AI Processing Unit is integrated into their chipsets, providing hardware acceleration for AI workloads on mobile devices, smart TVs, and other connected devices.",
-        "product_url": "https://www.mediatek.com/technology/ai-for-smartphones-6th-gen",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1566",
-        "product_name": "Habana Labs Gaudi",
-        "product_description": "Gaudi is an AI training and inference processor developed by Habana Labs, designed to deliver high throughput and energy efficiency for deep learning workloads.",
-        "product_url": "https://habana.ai/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1567",
-        "product_name": "AMD Instinct MI100",
-        "product_description": "AMD Instinct MI100 is an accelerator designed for high-performance computing and AI workloads, leveraging AMD's CDNA architecture for efficient AI inference processing.",
-        "product_url": "https://www.amd.com/en/products/accelerators/instinct/mi100.html",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1568",
-        "product_name": "EdgeTPU by EdgeQ",
-        "product_description": "EdgeQ's EdgeTPU is an AI inference accelerator designed for edge devices, offering low-power and high-performance processing for machine learning workloads at the network edge.",
-        "product_url": "https://cloud.google.com/edge-tpu/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1569",
-        "product_name": "Huawei Ascend AI Processors",
-        "product_description": "Huawei's Ascend series includes AI processors like the Ascend 910, providing high-performance AI inference capabilities for various applications, including cloud and edge computing.",
-        "product_url": "https://www.hisilicon.com/en/products/Ascend",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1570",
-        "product_name": "Microsoft Azure Cache for Redis",
-        "product_description": "Azure Cache for Redis is a managed caching solution on Microsoft Azure, offering the Redis engine with features like data persistence, high availability, and secure connections.",
-        "product_url": "https://azure.microsoft.com/en-us/services/cache/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1571",
-        "product_name": "Google Cloud Memorystore",
-        "product_description": "Google Cloud Memorystore is a managed Redis service on Google Cloud Platform, providing a fully managed and highly available Redis solution with seamless integration into GCP environments.",
-        "product_url": "https://cloud.google.com/memorystore",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1572",
-        "product_name": "Aerospike",
-        "product_description": "Aerospike is a high-performance NoSQL database that includes a caching layer for in-memory data storage and retrieval. It is known for its low-latency and high-throughput capabilities.",
-        "product_url": "https://www.aerospike.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1573",
-        "product_name": "Amazon DynamoDB Accelerator (DAX)",
-        "product_description": "DAX is a fully managed, highly available, and in-memory caching service for Amazon DynamoDB, enhancing read performance and reducing response times for DynamoDB queries.",
-        "product_url": "https://aws.amazon.com/dynamodb/dax/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1574",
-        "product_name": "Tarantool",
-        "product_description": "Tarantool is an in-memory database and application server that combines caching with NoSQL features. It is designed for high-performance applications that require low-latency data access.",
-        "product_url": "https://www.tarantool.io/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1575",
-        "product_name": "Oracle Cloud Application Container",
-        "product_description": "Oracle Cloud Application Container is a PaaS offering that enables developers to build, deploy, and scale applications easily. It supports containerized applications and provides integration with other Oracle Cloud services.",
-        "product_url": "https://docs.oracle.com/en/cloud/paas/app-container-cloud/index.html",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1576",
-        "product_name": "Platform.sh",
-        "product_description": "Platform.sh is a continuous deployment cloud platform that automates application infrastructure management. It supports multiple programming languages and provides a seamless development workflow.",
-        "product_url": "https://platform.sh/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1577",
-        "product_name": "Salesforce Heroku Enterprise",
-        "product_description": "Heroku Enterprise is Salesforce's cloud platform-as-a-service offering. It provides a fully managed environment for building, deploying, and scaling applications with a focus on developer productivity.",
-        "product_url": "https://www.heroku.com/enterprise",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1578",
-        "product_name": "Zencoder by Brightcove",
-        "product_description": "Zencoder is a cloud-based video encoding service that enables users to transcode and deliver high-quality video content efficiently. It offers a scalable solution with support for various formats and devices.",
-        "product_url": "https://www.brightcove.com/en/products/zencoder/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1579",
-        "product_name": "Telestream Cloud",
-        "product_description": "Telestream Cloud is a cloud-based video transcoding service that allows users to convert media files into different formats for optimal playback. It provides scalable solutions for on-demand and automated workflows.",
-        "product_url": "https://www.telestream.net/cloud/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1580",
-        "product_name": "Encoding.com",
-        "product_description": "Encoding.com is a cloud-based video processing service that offers video encoding, transcoding, and packaging. It supports a wide range of input and output formats and is suitable for various streaming platforms.",
-        "product_url": "https://www.encoding.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1581",
-        "product_name": "MediaConvert by AWS Elemental",
-        "product_description": "AWS Elemental MediaConvert is part of the AWS Elemental Media Services, providing scalable video transcoding in the cloud. It supports a variety of codecs and formats for adaptive streaming.",
-        "product_url": "https://aws.amazon.com/mediaconvert/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1582",
-        "product_name": "Cloudflare Stream",
-        "product_description": "Cloudflare Stream is a video streaming platform that includes transcoding capabilities. It simplifies video delivery, providing adaptive streaming, and ensures optimized playback across different devices.",
-        "product_url": "https://www.cloudflare.com/products/cloudflare-stream/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1583",
-        "product_name": "Azure Media Services",
-        "product_description": "Azure Media Services, part of Microsoft Azure, provides video encoding and streaming solutions. It supports adaptive streaming, live streaming, and video-on-demand services with scalability and reliability.",
-        "product_url": "https://azure.microsoft.com/en-us/services/media-services/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1584",
-        "product_name": "Panda",
-        "product_description": "Panda is a cloud-based video encoding service that offers transcoding capabilities. It focuses on simplicity and ease of use, providing scalable solutions for encoding videos in various formats.",
-        "product_url": "https://www.pandastream.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1585",
-        "product_name": "Microsoft Azure Load Balancer",
-        "product_description": "Azure Load Balancer is a cloud-based load balancing service provided by Microsoft Azure. It efficiently distributes incoming network traffic across multiple virtual machines, enhancing the availability of applications.",
-        "product_url": "https://docs.microsoft.com/en-us/azure/load-balancer/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1586",
-        "product_name": "Pound",
-        "product_description": "Pound is a lightweight open-source reverse proxy and load balancer that focuses on simplicity and efficiency. It is suitable for small to medium-sized deployments, offering basic load balancing capabilities.",
-        "product_url": "https://www.apsis.ch/pound",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1587",
-        "product_name": "Avi Networks",
-        "product_description": "Avi Networks, now part of VMware, offers a software-defined application services platform that includes load balancing. It provides advanced load balancing features and automation for modern application environments.",
-        "product_url": "https://avinetworks.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1588",
-        "product_name": "Cloudera CDH (Cloudera Distribution for Hadoop)",
-        "product_description": "Cloudera CDH is a comprehensive distribution of Apache Hadoop with additional components for data management, security, and analytics. It simplifies the deployment and management of Hadoop clusters.",
-        "product_url": "https://www.edureka.co/blog/cloudera-hadoop-tutorial/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1589",
-        "product_name": "Hortonworks Data Platform (HDP)",
-        "product_description": "HDP is an open-source platform that includes Apache Hadoop and related projects. It facilitates the management, integration, and processing of big data in a Hadoop environment.",
-        "product_url": "https://www.ibm.com/docs/ru/STXKQY_BDA_SHR/bl1adv_hdp_1.htm",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1590",
-        "product_name": "MapR",
-        "product_description": "MapR is a converged data platform that integrates Apache Hadoop, Apache Spark, and Apache Drill. It offers a complete solution for data storage, processing, and analytics in a distributed environment.",
-        "product_url": "https://www.ibm.com/docs/en/spss-analytic-server/3.1.1?topic=configuration-mapr-overview",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1591",
-        "product_name": "Google Cloud Dataproc",
-        "product_description": "Google Cloud Dataproc is a fully managed cloud service for running Apache Spark and Apache Hadoop clusters. It provides a scalable and cost-effective solution for big data processing.",
-        "product_url": "https://cloud.google.com/dataproc",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1592",
-        "product_name": "Databricks",
-        "product_description": "Databricks is a unified analytics platform built on Apache Spark. It provides a collaborative environment for big data analytics, offering interactive notebooks and optimized Spark clusters.",
-        "product_url": "https://databricks.com/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1593",
-        "product_name": "IBM BigInsights",
-        "product_description": "IBM BigInsights is an enterprise-grade Hadoop distribution that includes components for data processing, analytics, and management. It offers a scalable solution for handling large datasets.",
-        "product_url": "https://www.ibm.com/support/pages/download-ibm-biginsights-41",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1594",
-        "product_name": "Microsoft Azure HDInsight",
-        "product_description": "Azure HDInsight is a cloud-based big data platform that includes Apache Hadoop, Apache Spark, and other open-source big data technologies. It simplifies the deployment and management of big data clusters.",
-        "product_url": "https://azure.microsoft.com/en-us/services/hdinsight/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1595",
-        "product_name": "Elastic MapReduce (EMR) on AWS",
-        "product_description": "EMR on AWS is the managed big data service that uses Apache Hadoop and other open-source frameworks. It enables the easy deployment and scaling of big data clusters in the AWS cloud environment.",
-        "product_url": "https://aws.amazon.com/emr/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1596",
-        "product_name": "Starburst Presto",
-        "product_description": "Starburst Presto is an open-source, distributed SQL query engine that enables fast and interactive analytics on a variety of data sources, including data lakes and relational databases.",
-        "product_url": "https://www.starburst.io/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1597",
-        "product_name": "Trino (formerly PrestoSQL)",
-        "product_description": "Trino is a fast, distributed SQL query engine for big data processing. It excels at interactive analytics and supports querying multiple data sources with a single query.",
-        "product_url": "https://trino.io/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1598",
-        "product_name": "Atlan",
-        "product_description": "Atlan is a collaborative data workspace that facilitates data discovery, exploration, and collaboration among teams. It helps users discover, understand, and trust their data.",
-        "product_url": "https://atlan.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1599",
-        "product_name": "Denodo",
-        "product_description": "Denodo is a data virtualization platform that enables real-time access to disparate data sources without the need for physical data movement. It provides a unified view of data.",
-        "product_url": "https://www.denodo.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1600",
-        "product_name": "Azure Stream Analytics",
-        "product_description": "Azure Stream Analytics is a real-time analytics service on the Microsoft Azure platform. It processes and analyzes streaming data from various sources, allowing for quick insights and actions.",
-        "product_url": "https://azure.microsoft.com/en-us/services/stream-analytics/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1601",
-        "product_name": "IBM Streams",
-        "product_description": "IBM Streams is a stream computing platform that processes real-time data streams with high throughput and low latency. It is designed for analytics, monitoring, and decision-making on the fly.",
-        "product_url": "https://www.ibm.com/cloud/streams",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1602",
-        "product_name": "Confluent Cloud",
-        "product_description": "Confluent Cloud is a fully managed, cloud-native streaming data platform based on Apache Kafka. It simplifies the deployment and management of Kafka clusters for streaming applications.",
-        "product_url": "https://www.confluent.io/confluent-cloud/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1603",
-        "product_name": "AWS Kinesis Streams",
-        "product_description": "AWS Kinesis Streams is another offering within the Kinesis family, providing the ability to build custom applications for real-time stream processing. It offers durability and scalability for streaming data.",
-        "product_url": "https://aws.amazon.com/kinesis/data-streams/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1604",
-        "product_name": "AWS IoT Core",
-        "product_description": "AWS IoT Core is a managed cloud service for the Internet of Things. While broader in scope, it includes features for ingesting, processing, and analyzing data from IoT devices in real-time.",
-        "product_url": "https://aws.amazon.com/iot-core/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1605",
-        "product_name": "Google Cloud AI Platform - AI Platform Forecast",
-        "product_description": "Google Cloud AI Platform Forecast is a fully managed solution for time series forecasting. It allows users to build, train, and deploy machine learning models to generate accurate predictions based on historical data.",
-        "product_url": "https://cloud.google.com/blog/products/ai-machine-learning/vertex-ai-forecasting",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1606",
-        "product_name": "Azure Machine Learning - Automated ML",
-        "product_description": "Azure Machine Learning's Automated ML provides a no-code/low-code solution for building time series forecasting models. It automates the process of feature engineering, model selection, and hyperparameter tuning.",
-        "product_url": "https://azure.microsoft.com/en-us/services/machine-learning/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1607",
-        "product_name": "Prophet by Facebook",
-        "product_description": "Prophet is an open-source forecasting tool developed by Facebook. It is designed for forecasting time series data that exhibits patterns on different time scales, such as holidays and weekly cycles.",
-        "product_url": "https://facebook.github.io/prophet/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1608",
-        "product_name": "DataRobot Time Series",
-        "product_description": "DataRobot Time Series is an AI-driven platform that automates the end-to-end process of building, deploying, and maintaining accurate time series forecasting models. It caters to users with varying levels of expertise.",
-        "product_url": "https://www.datarobot.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1609",
-        "product_name": "IBM Watson Studio - AutoAI",
-        "product_description": "IBM Watson Studio's AutoAI feature automates the process of building time series forecasting models. It leverages machine learning algorithms to find the best-fitting models for a given dataset.",
-        "product_url": "https://www.ibm.com/cloud/watson-studio/autoai",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1610",
-        "product_name": "MATLAB Time Series Forecasting Toolbox",
-        "product_description": "MATLAB provides a comprehensive Time Series Forecasting Toolbox for developing predictive models. It includes algorithms for forecasting, feature engineering, and model evaluation.",
-        "product_url": "https://www.mathworks.com/help/deeplearning/ug/time-series-forecasting-using-deep-learning.html",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1611",
-        "product_name": "SAS Forecast Server",
-        "product_description": "SAS Forecast Server is part of the SAS Viya platform, offering advanced analytics and forecasting capabilities. It supports large-scale automated forecasting processes for organizations.",
-        "product_url": "https://support.sas.com/en/software/forecast-server-support.html",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1612",
-        "product_name": "Databricks - MLlib",
-        "product_description": "Databricks MLlib, built on Apache Spark, includes tools for time series forecasting. It enables distributed computing for large-scale data processing and model training.",
-        "product_url": "https://databricks.com/solutions/machine-learning",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1613",
-        "product_name": "Amazon Personalize",
-        "product_description": "Amazon Personalize is a machine learning service that caters to personalized recommendation use cases. While broader in scope, it includes features for generating personalized, real-time recommendations based on historical data.",
-        "product_url": "https://aws.amazon.com/personalize/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1614",
-        "product_name": "H2O.ai Driverless AI",
-        "product_description": "H2O.ai's Driverless AI is an automated machine learning platform that extends to time series forecasting. It automates the feature engineering and model building process, making it accessible to users with varying expertise.",
-        "product_url": "https://www.h2o.ai/driverless-ai/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1615",
-        "product_name": "IBM Safer Payments",
-        "product_description": "IBM Safer Payments employs artificial intelligence to detect and prevent fraudulent transactions in real-time. It analyzes patterns, anomalies, and behavioral data to enhance fraud detection accuracy.",
-        "product_url": "https://www.ibm.com/cloud/safer-payments",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1616",
-        "product_name": "Simility - A PayPal Service",
-        "product_description": "Simility, now part of PayPal, offers a fraud detection and prevention platform. It utilizes machine learning to assess transaction risks and detect fraudulent activities across various industries.",
-        "product_url": "https://www.simility.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1617",
-        "product_name": "ThreatMetrix - A LexisNexis Risk Solutions Company",
-        "product_description": "ThreatMetrix, part of LexisNexis Risk Solutions, provides a digital identity solution. It utilizes global digital identity intelligence to identify and prevent fraudulent activities in online transactions.",
-        "product_url": "https://www.threatmetrix.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1618",
-        "product_name": "Forter",
-        "product_description": "Forter is an e-commerce fraud prevention platform that combines machine learning and human expertise. It provides real-time fraud detection and prevention services to online retailers.",
-        "product_url": "https://www.forter.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1619",
-        "product_name": "Kount",
-        "product_description": "Kount is a fraud prevention platform that uses artificial intelligence and machine learning to assess the risk of digital transactions. It offers real-time insights to prevent fraudulent activities.",
-        "product_url": "https://www.kount.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1620",
-        "product_name": "FICO Falcon Fraud Manager",
-        "product_description": "FICO Falcon Fraud Manager is an analytics-driven fraud detection and prevention solution. It uses advanced analytics, machine learning, and real-time transaction monitoring to identify and stop fraud.",
-        "product_url": "https://www.fico.com/en/products/fico-falcon-fraud-manager",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1621",
-        "product_name": "RSA Fraud and Risk Intelligence (FRI)",
-        "product_description": "RSA's Fraud and Risk Intelligence solution combines behavioral analytics, machine learning, and risk-based authentication to detect and prevent fraud across digital channels.",
-        "product_url": "N/A",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1622",
-        "product_name": "Feedzai",
-        "product_description": "Feedzai is an AI-powered risk management platform that specializes in fraud prevention for banking and e-commerce. It analyzes vast amounts of data to identify and stop fraudulent activities.",
-        "product_url": "https://feedzai.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1623",
-        "product_name": "iovation - A TransUnion Company",
-        "product_description": "iovation, now part of TransUnion, provides fraud prevention solutions for online businesses. It utilizes device intelligence and machine learning to detect and prevent various types of fraud.",
-        "product_url": "https://www.iovation.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1624",
-        "product_name": "Featurespace - ARIC\u2122 Risk Hub",
-        "product_description": "Featurespace's ARIC\u2122 Risk Hub is an adaptive behavioral analytics platform designed for fraud detection and prevention. It continuously learns and adapts to new patterns to identify anomalies indicative of fraud.",
-        "product_url": "https://www.featurespace.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1625",
-        "product_name": "Azure NetApp Files",
-        "product_description": "Azure NetApp Files, part of Microsoft Azure, provides a fully managed file storage service. It supports high-performance workloads and seamlessly integrates with Azure services.",
-        "product_url": "https://azure.microsoft.com/en-us/services/netapp/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1626",
-        "product_name": "NetApp ONTAP Cloud",
-        "product_description": "NetApp ONTAP Cloud delivers a cloud-native storage solution. It provides data management capabilities and seamless integration across on-premises and cloud environments.",
-        "product_url": "https://www.netapp.com/cloud-services/cloud-volumes-ontap/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1627",
-        "product_name": "Qumulo",
-        "product_description": "Qumulo is a scalable file storage system that operates in both on-premises and cloud environments. It is designed for data-intensive workloads, offering real-time analytics and visibility into data usage.",
-        "product_url": "https://qumulo.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1628",
-        "product_name": "ScaleIO",
-        "product_description": "ScaleIO, part of Dell EMC, is a software-defined storage solution. It pools together storage resources across servers to create a scalable and flexible storage infrastructure.",
-        "product_url": "https://www.dell.com/en-in/dt/storage/scaleio/scaleioreadynode.htm",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1629",
-        "product_name": "HPE 3PAR StoreServ",
-        "product_description": "HPE 3PAR StoreServ is a scalable and efficient storage platform. It offers features such as tiering, data deduplication, and advanced data protection for diverse storage needs.",
-        "product_url": "https://www.hpe.com/us/en/storage/3par.html",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1630",
-        "product_name": "Microsoft Azure PlayFab",
-        "product_description": "Azure PlayFab, part of Microsoft's gaming services, offers backend solutions for game development. It includes features for player authentication, analytics, and live game operations.",
-        "product_url": "https://azure.microsoft.com/en-us/services/playfab/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1631",
-        "product_name": "Google Cloud Game Servers",
-        "product_description": "Google Cloud Game Servers provides a managed service for deploying, managing, and scaling game server clusters. It streamlines game server management and supports various multiplayer game scenarios.",
-        "product_url": "https://cloud.google.com/game-servers",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1632",
-        "product_name": "Photon",
-        "product_description": "Photon is a multiplayer game development platform that offers real-time synchronization and communication services. It facilitates the creation of cross-platform multiplayer games with minimal effort.",
-        "product_url": "https://www.photonengine.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1633",
-        "product_name": "Alibaba Cloud GameShield",
-        "product_description": "Alibaba Cloud GameShield is a security service tailored for online games. It provides protection against DDoS attacks, data breaches, and cheating activities, ensuring a secure gaming environment.",
-        "product_url": "https://www.alibabacloud.com/product/gameshield",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1634",
-        "product_name": "Exit Games Photon Cloud",
-        "product_description": "Exit Games Photon Cloud is a multiplayer game development framework that offers real-time communication and synchronization services. It supports both on-premises and cloud deployment.",
-        "product_url": "https://www.photonengine.com/en-US/Photon",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1635",
-        "product_name": "SpatialOS",
-        "product_description": "SpatialOS by Improbable is a distributed computing platform for building large, persistent virtual worlds. It enables the creation of massive multiplayer online games with a scalable and dynamic infrastructure.",
-        "product_url": "https://improbable.io/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1636",
-        "product_name": "Unity Multiplayer Services",
-        "product_description": "Unity Multiplayer Services, integrated into the Unity game development engine, provides a suite of tools for creating multiplayer games. It includes matchmaking, relay servers, and real-time communication features.",
-        "product_url": "https://unity.com/solutions/gaming-services",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1637",
-        "product_name": "Nakama",
-        "product_description": "Nakama is an open-source, distributed server for social and realtime games. It offers features like user authentication, social leaderboards, and real-time multiplayer capabilities.",
-        "product_url": "https://heroiclabs.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1638",
-        "product_name": "Photon Server",
-        "product_description": "Photon Server is a self-hosted multiplayer game server framework. It allows developers to deploy and manage their game servers while providing features for real-time communication and synchronization.",
-        "product_url": "https://www.photonengine.com/en-US/Photon",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1639",
-        "product_name": "Forge Networking Remastered",
-        "product_description": "Forge Networking Remastered is a multiplayer game networking solution for Unity game developers. It supports both authoritative and non-authoritative network models, offering flexibility in game architecture.",
-        "product_url": "https://forgenetworkingremastered.readthedocs.io/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1640",
-        "product_name": "Wasabi",
-        "product_description": "Wasabi is a cloud storage service known for its simplicity, low-cost pricing, and compatibility with the S3 API. It provides a reliable and cost-effective solution for storing and retrieving data.",
-        "product_url": "https://wasabi.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1641",
-        "product_name": "Ceph",
-        "product_description": "Ceph is an open-source distributed storage system supporting object, block, and file storage. It's highly scalable, fault-tolerant, and can be deployed on commodity hardware, making it suitable for large-scale storage.",
-        "product_url": "https://ceph.io/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1642",
-        "product_name": "Akamai Ion",
-        "product_description": "Akamai Ion is a content delivery and web acceleration solution. It optimizes the delivery of web applications and content, enhancing performance and providing a better user experience globally.",
-        "product_url": "https://www.akamai.com/products/web-performance-optimization",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1643",
-        "product_name": "Cloudflare Global Accelerator",
-        "product_description": "Cloudflare's Global Accelerator is designed to improve the performance and reliability of web applications. It leverages Cloudflare's global network to accelerate content delivery and mitigate DDoS attacks.",
-        "product_url": "https://www.cloudflare.com/press-releases/2023/cloudflare-revolutionizes-databases-hyperdrive/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1644",
-        "product_name": "Fastly",
-        "product_description": "Fastly is a content delivery network that focuses on real-time content delivery. It offers low-latency streaming and acceleration services, making it suitable for dynamic and personalized content delivery.",
-        "product_url": "https://www.fastly.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1645",
-        "product_name": "CDNetworks",
-        "product_description": "CDNetworks is a global content delivery network that optimizes web performance and accelerates content delivery. It provides a range of services, including DDoS protection and secure application delivery.",
-        "product_url": "https://www.cdnetworks.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1646",
-        "product_name": "Limelight Networks",
-        "product_description": "Limelight Networks offers content delivery and edge services to optimize online experiences. Its global network accelerates the delivery of digital content and applications for improved performance.",
-        "product_url": "https://www.limelight.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1647",
-        "product_name": "StackPath Edge Computing",
-        "product_description": "StackPath's Edge Computing platform combines content delivery, edge computing, and security services. It enhances web application performance and provides a secure edge computing environment.",
-        "product_url": "https://www.stackpath.com/products/edge-computing/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1648",
-        "product_name": "Verizon Edgecast CDN",
-        "product_description": "Verizon's Edgecast CDN improves the speed and reliability of content delivery. It offers global coverage, low-latency streaming, and advanced security features for online applications and websites.",
-        "product_url": "https://www.verizondigitalmedia.com/platform/edgecast-cdn/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1649",
-        "product_name": "Instart Web Performance",
-        "product_description": "Instart's Web Performance solution focuses on accelerating web and mobile applications. It uses machine learning to optimize content delivery, resulting in faster load times and improved user experiences.",
-        "product_url": "N/A",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1650",
-        "product_name": "Swarmify Swarm CDN",
-        "product_description": "Swarmify Swarm CDN is designed to accelerate content delivery and reduce buffering for video streaming. It offers a decentralized approach to content delivery, enhancing performance and reliability.",
-        "product_url": "https://swarmify.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1651",
-        "product_name": "Talend Open Studio",
-        "product_description": "Talend Open Studio is an open-source data integration platform. It enables users to connect, transform, and process data across various systems, supporting ETL (Extract, Transform, Load) tasks.",
-        "product_url": "https://www.talend.com/products/data-integration/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1652",
-        "product_name": "Microsoft Azure Data Factory",
-        "product_description": "Azure Data Factory is a cloud-based data integration service by Microsoft. It allows users to create, schedule, and manage data pipelines that move and transform data across on-premises and cloud environments.",
-        "product_url": "https://azure.microsoft.com/en-us/services/data-factory/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1653",
-        "product_name": "Matillion ETL",
-        "product_description": "Matillion ETL is a cloud-native ETL solution that integrates with various cloud platforms. It simplifies the process of loading, transforming, and orchestrating data for analytics and business intelligence.",
-        "product_url": "https://www.matillion.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1654",
-        "product_name": "Microsoft Azure IoT Edge",
-        "product_description": "Azure IoT Edge extends cloud intelligence to edge devices. It enables processing data locally, reducing latency and optimizing bandwidth, while seamlessly integrating with Azure IoT services.",
-        "product_url": "https://azure.microsoft.com/en-us/services/iot-edge/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1655",
-        "product_name": "Google Cloud IoT Edge",
-        "product_description": "Google Cloud IoT Edge allows running machine learning models and data processing pipelines on edge devices. It enhances real-time analytics capabilities, processing data closer to the source for faster insights.",
-        "product_url": "https://cloud.google.com/iot-edge",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1656",
-        "product_name": "IBM Edge Application Manager",
-        "product_description": "IBM Edge Application Manager provides secure deployment and management of AI, analytics, and IoT workloads on edge devices. It helps organizations efficiently process and analyze data at the edge.",
-        "product_url": "https://www.ibm.com/cloud/edge-application-manager",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1657",
-        "product_name": "Cisco Kinetic for Edge",
-        "product_description": "Cisco Kinetic for Edge simplifies IoT data management and processing at the edge. It supports applications like monitoring, analytics, and automation, ensuring efficient utilization of edge computing resources.",
-        "product_url": "https://www.cisco.com/c/en/us/solutions/internet-of-things/edge-intelligence.html",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1658",
-        "product_name": "Particle Edge",
-        "product_description": "Particle Edge extends Particle's IoT platform to edge devices. It enables edge processing, device management, and secure communication, enhancing the capabilities of IoT solutions.",
-        "product_url": "https://www.particle.io/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1659",
-        "product_name": "HPE Edgeline Converged Edge Systems",
-        "product_description": "HPE Edgeline Converged Edge Systems offer edge computing solutions with integrated data processing capabilities. They support various applications, from analytics to machine learning, at the edge of the network.",
-        "product_url": "https://www.hpe.com/us/en/servers/edgeline-systems.html",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1660",
-        "product_name": "SES Satellites",
-        "product_description": "SES operates a global fleet of satellites, providing end-to-end satellite communication services. Their solutions cover various applications, including broadband connectivity, broadcasting, and maritime communication.",
-        "product_url": "https://www.ses.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1661",
-        "product_name": "Orbcomm",
-        "product_description": "Orbcomm specializes in industrial IoT and M2M communication via satellite. Their services include asset tracking, remote monitoring, and control applications, enabling efficient data exchange for connected devices globally.",
-        "product_url": "https://www.orbcomm.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1662",
-        "product_name": "Spire Global",
-        "product_description": "Spire Global focuses on satellite-powered data solutions. They offer services such as weather monitoring, maritime tracking, and aviation analytics, utilizing a constellation of small satellites for comprehensive data collection.",
-        "product_url": "https://spire.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1663",
-        "product_name": "GomSpace",
-        "product_description": "GomSpace provides nanosatellite solutions for various applications, including communication and Earth observation. Their expertise lies in developing miniaturized and cost-effective satellite platforms for space-based missions.",
-        "product_url": "https://gomspace.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1664",
-        "product_name": "Kongsberg Satellite Services (KSAT)",
-        "product_description": "KSAT delivers ground station services for satellite operators worldwide. They specialize in mission-critical operations, providing satellite communication, data reception, and control services.",
-        "product_url": "https://www.ksat.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1665",
-        "product_name": "NovaWurks",
-        "product_description": "NovaWurks focuses on satellite development, including modular and scalable solutions. Their technologies enable the creation of highly adaptable and customizable satellites, supporting diverse missions and applications.",
-        "product_url": "https://www.novawurks.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1666",
-        "product_name": "Satellite Applications Catapult",
-        "product_description": "Satellite Applications Catapult offers services to support the growth of the satellite industry. Their expertise includes satellite data utilization, technology innovation, and fostering collaboration within the space sector.",
-        "product_url": "https://sa.catapult.org.uk/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1667",
-        "product_name": "LeoLabs",
-        "product_description": "LeoLabs specializes in space situational awareness and collision avoidance for satellites in low Earth orbit. Their radar network provides real-time tracking and monitoring of objects in space.",
-        "product_url": "https://www.leolabs.space/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1668",
-        "product_name": "Globalstar",
-        "product_description": "Globalstar operates a constellation of low Earth orbit satellites for satellite communication services. Their solutions cover asset tracking, remote monitoring, and communication in areas with limited terrestrial connectivity.",
-        "product_url": "https://www.globalstar.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1669",
-        "product_name": "Microsoft Azure Security Center",
-        "product_description": "Azure Security Center offers threat protection across cloud and on-premises environments. It provides advanced threat detection, vulnerability management, and security recommendations to enhance overall cybersecurity posture.",
-        "product_url": "https://azure.microsoft.com/en-us/services/security-center/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1670",
-        "product_name": "Cisco SecureX",
-        "product_description": "Cisco SecureX is a cloud-native, integrated security platform. It unifies visibility, analytics, and threat response across an organization's security infrastructure, enabling more effective and coordinated cybersecurity efforts.",
-        "product_url": "https://www.cisco.com/c/en_in/products/security/securex/index.html",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1671",
-        "product_name": "Symantec CloudSOC",
-        "product_description": "Symantec CloudSOC is a cloud security platform that protects against threats and ensures compliance in cloud applications. It provides data loss prevention, threat detection, and user activity monitoring.",
-        "product_url": "https://www.broadcom.com/products/cybersecurity/information-protection/data-loss-prevention-cloud/cloud-application-security-cloudsoc",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1672",
-        "product_name": "McAfee MVISION Cloud",
-        "product_description": "McAfee MVISION Cloud is a cloud security platform that safeguards data and applications in the cloud. It offers comprehensive threat protection, data loss prevention, and policy enforcement for cloud environments.",
-        "product_url": "https://www.mcafee.com/enterprise/en-in/products/mvision-cloud.html",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1673",
-        "product_name": "Trend Micro Cloud One - Conformity",
-        "product_description": "Trend Micro Cloud One - Conformity provides cloud security posture management (CSPM) capabilities. It helps organizations ensure compliance, identify misconfigurations, and prevent security risks in their cloud infrastructure.",
-        "product_url": "https://www.trendmicro.com/en_us/business/products/hybrid-cloud/cloud-one-conformity.html",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1674",
-        "product_name": "Netskope Security Cloud",
-        "product_description": "Netskope Security Cloud is a cloud-native security platform that protects organizations from threats in cloud services, applications, and web content. It provides visibility and control to secure cloud usage.",
-        "product_url": "https://www.netskope.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1675",
-        "product_name": "Palo Alto Networks Prisma Cloud",
-        "product_description": "Palo Alto Networks Prisma Cloud is a comprehensive cloud security platform. It offers continuous security and compliance monitoring, vulnerability management, and threat detection for cloud-native applications and infrastructure.",
-        "product_url": "https://www.paloaltonetworks.com/prisma/cloud",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1676",
-        "product_name": "Google Cloud Healthcare API",
-        "product_description": "Google Cloud Healthcare API enables healthcare data interoperability. It allows organizations to securely manage and exchange healthcare data in the cloud, facilitating the development of innovative healthcare applications.",
-        "product_url": "https://cloud.google.com/healthcare",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1677",
-        "product_name": "Microsoft Azure API for FHIR",
-        "product_description": "Azure API for FHIR is a fully managed, standards-compliant API for healthcare data exchange. It supports Fast Healthcare Interoperability Resources (FHIR), empowering developers to build healthcare solutions on the Azure platform.",
-        "product_url": "https://azure.microsoft.com/en-us/services/azure-api-for-fhir/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1678",
-        "product_name": "IBM Watson Health",
-        "product_description": "IBM Watson Health offers a suite of solutions leveraging AI and analytics for healthcare. It provides tools for data management, clinical insights, and population health management, supporting advancements in personalized patient care.",
-        "product_url": "https://www.ibm.com/watson-health",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1679",
-        "product_name": "Salesforce Health Cloud",
-        "product_description": "Salesforce Health Cloud is a patient relationship management platform. It enables healthcare providers to create a unified view of patients, streamline care coordination, and improve patient engagement through personalized experiences.",
-        "product_url": "https://www.salesforce.com/products/health-cloud/overview/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1680",
-        "product_name": "Cerner Millennium",
-        "product_description": "Cerner Millennium is an integrated electronic health record (EHR) platform. It centralizes patient information, supports clinical workflows, and enhances healthcare decision-making through advanced data management and analytics.",
-        "product_url": "https://www.cerner.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1681",
-        "product_name": "Epic Systems",
-        "product_description": "Epic Systems develops electronic health records and other health software solutions. Its EHR platform is widely used in healthcare organizations to improve patient care, streamline operations, and promote interoperability.",
-        "product_url": "https://www.epic.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1682",
-        "product_name": "Allscripts Sunrise EHR",
-        "product_description": "Allscripts Sunrise is an EHR platform that supports comprehensive clinical, financial, and operational aspects of healthcare. It enhances care delivery, decision support, and patient engagement for healthcare providers.",
-        "product_url": "https://www.allscripts.com/sunrise",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1683",
-        "product_name": "NextGen Healthcare",
-        "product_description": "NextGen Healthcare provides EHR and practice management solutions. It focuses on optimizing ambulatory care, enhancing patient experiences, and improving practice efficiency for healthcare providers.",
-        "product_url": "https://www.nextgen.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1684",
-        "product_name": "Athenahealth",
-        "product_description": "Athenahealth offers cloud-based services for healthcare organizations. Its solutions cover medical billing, practice management, and EHR, supporting healthcare providers in delivering high-quality care.",
-        "product_url": "https://www.athenahealth.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1685",
-        "product_name": "eClinicalWorks",
-        "product_description": "eClinicalWorks provides EHR and practice management solutions for healthcare providers. It aims to improve patient care, optimize workflows, and enhance interoperability within the healthcare ecosystem.",
-        "product_url": "https://www.eclinicalworks.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1686",
-        "product_name": "Microsoft Power Apps",
-        "product_description": "Power Apps by Microsoft is a low-code platform facilitating app development without extensive coding. It empowers users to create custom applications, automating processes and fostering collaboration within organizations.",
-        "product_url": "https://powerapps.microsoft.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1687",
-        "product_name": "Zoho Creator",
-        "product_description": "Zoho Creator is a low-code application development platform that enables users to build custom applications. It offers a drag-and-drop interface, making it accessible for users with varying technical expertise to create business applications.",
-        "product_url": "https://www.zoho.com/creator/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1688",
-        "product_name": "Appian",
-        "product_description": "Appian is a low-code automation platform that streamlines application development and workflow automation. It provides a visual development environment, allowing users to create robust applications and automate complex business processes.",
-        "product_url": "https://www.appian.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1689",
-        "product_name": "OutSystems",
-        "product_description": "OutSystems is a low-code development platform designed for building enterprise-grade applications. It accelerates application development and delivery, empowering organizations to innovate and respond to business demands more rapidly.",
-        "product_url": "https://www.outsystems.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1690",
-        "product_name": "Mendix",
-        "product_description": "Mendix is a low-code application development platform offering tools for building, testing, deploying, and managing applications. It simplifies the development process, enabling both developers and business users to collaborate effectively.",
-        "product_url": "https://www.mendix.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1691",
-        "product_name": "Bubble",
-        "product_description": "Bubble is a visual web development platform that allows users to create web applications without coding. It provides a visual interface for designing and building web apps, making it accessible for non-technical users.",
-        "product_url": "https://bubble.io/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1692",
-        "product_name": "Quick Base",
-        "product_description": "Quick Base is a no-code platform for building business applications. It enables users to create custom solutions, automate workflows, and manage data effectively without extensive coding knowledge.",
-        "product_url": "https://www.quickbase.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1693",
-        "product_name": "Kintone",
-        "product_description": "Kintone is a no-code/low-code application development platform for building business applications. It facilitates collaboration, workflow automation, and data management, empowering users to create tailored solutions.",
-        "product_url": "https://www.kintone.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1694",
-        "product_name": "Nintex",
-        "product_description": "Nintex is a process management and automation platform that offers both low-code and no-code solutions. It enables users to automate processes, manage workflows, and enhance productivity across various business functions.",
-        "product_url": "https://www.nintex.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1695",
-        "product_name": "Caspio",
-        "product_description": "Caspio is a no-code platform that allows users to create web applications without programming. It provides a scalable and secure environment for building custom applications and database-driven solutions.",
-        "product_url": "https://www.caspio.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1696",
-        "product_name": "ForgeRock",
-        "product_description": "ForgeRock provides a comprehensive identity and access management platform. It includes capabilities such as identity lifecycle management, single sign-on, and fine-grained access controls to secure digital identities.",
-        "product_url": "https://www.forgerock.com/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1697",
-        "product_name": "RSA SecurID",
-        "product_description": "RSA SecurID is a widely used multi-factor authentication solution. It adds an extra layer of security to user logins, enhancing identity protection for various applications and systems.",
-        "product_url": "https://www.rsa.com/en-us/products/rsa-securid-suite",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1698",
-        "product_name": "Salesforce Identity",
-        "product_description": "Salesforce Identity is an identity and access management solution integrated with the Salesforce platform. It enables organizations to manage user access, implement single sign-on, and maintain a centralized identity hub.",
-        "product_url": "https://help.salesforce.com/s/articleView?id=sf.identity_about_customers_partners.htm&language=en_US&type=5",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1699",
-        "product_name": "Tenable.io",
-        "product_description": "Tenable.io is a vulnerability management platform offering continuous visibility into an organization's attack surface. It helps identify, prioritize, and remediate vulnerabilities to enhance overall security.",
-        "product_url": "https://www.tenable.com/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1700",
-        "product_name": "Qualys Vulnerability Management",
-        "product_description": "Qualys provides a cloud-based vulnerability management solution that enables organizations to identify and mitigate security risks. It offers comprehensive vulnerability assessment and remediation capabilities.",
-        "product_url": "https://www.qualys.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1701",
-        "product_name": "Rapid7 InsightVM",
-        "product_description": "InsightVM by Rapid7 is a vulnerability management solution that provides real-time visibility into an organization's risk posture. It assists in prioritizing and addressing vulnerabilities to improve overall security.",
-        "product_url": "https://www.rapid7.com/products/insightvm/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1702",
-        "product_name": "Nessus Professional",
-        "product_description": "Nessus, developed by Tenable, is a widely used vulnerability scanning tool. Nessus Professional helps identify and assess vulnerabilities in systems, networks, and applications, supporting effective risk management.",
-        "product_url": "https://www.tenable.com/products/nessus",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1703",
-        "product_name": "OpenVAS",
-        "product_description": "OpenVAS (Open Vulnerability Assessment System) is an open-source vulnerability scanner. It provides a framework for vulnerability testing and management, allowing organizations to identify and address security issues.",
-        "product_url": "https://www.openvas.org/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1704",
-        "product_name": "Acunetix",
-        "product_description": "Acunetix is a web application security scanner that detects and helps remediate vulnerabilities in web applications. It offers automated scanning and prioritizes critical security issues.",
-        "product_url": "https://www.acunetix.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1705",
-        "product_name": "Rapid7 Nexpose",
-        "product_description": "Nexpose is a vulnerability management solution that provides visibility into an organization's risk landscape. It offers prioritized remediation guidance to enhance overall security posture.",
-        "product_url": "https://www.rapid7.com/products/nexpose/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1706",
-        "product_name": "IBM Security QRadar Vulnerability Manager",
-        "product_description": "QRadar Vulnerability Manager integrates with IBM's QRadar SIEM platform to provide a unified approach to vulnerability detection and threat response. It aids in proactive risk management.",
-        "product_url": "https://www.ibm.com/docs/en/qradar-on-cloud?topic=manager-overview-qradar-vulnerability",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1707",
-        "product_name": "BeyondTrust Retina",
-        "product_description": "BeyondTrust Retina is a vulnerability management solution that helps organizations discover and remediate security vulnerabilities. It provides comprehensive scanning and reporting for effective risk reduction.",
-        "product_url": "https://www.beyondtrust.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1708",
-        "product_name": "Microsoft Azure IoT Hub",
-        "product_description": "Azure IoT Hub is a cloud service that facilitates secure and scalable communication between IoT applications and devices. It enables bi-directional communication, device provisioning, and seamless integration with other Azure services.",
-        "product_url": "https://azure.microsoft.com/en-us/services/iot-hub/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1709",
-        "product_name": "Cayenne IoT Platform",
-        "product_description": "Cayenne is an IoT platform for building and managing IoT solutions. It provides device connectivity, data visualization, and rule-based automation, simplifying the development and deployment of IoT applications.",
-        "product_url": "https://mydevices.com/cayenne/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1710",
-        "product_name": "Particle Cloud",
-        "product_description": "Particle Cloud is a cloud-based platform for IoT device management and data communication. It offers secure device connectivity, over-the-air updates, and real-time data streaming for building scalable and connected IoT solutions.",
-        "product_url": "https://www.particle.io/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1711",
-        "product_name": "Azure IoT Central",
-        "product_description": "Azure IoT Central is a fully managed IoT platform that simplifies the development, deployment, and scaling of IoT applications. It provides device connectivity, data storage, and analytics for building end-to-end IoT solutions.",
-        "product_url": "https://azure.microsoft.com/en-us/services/iot-central/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1712",
-        "product_name": "Azure Stream Analytics",
-        "product_description": "Azure Stream Analytics is a real-time analytics service that enables the processing and analysis of streaming data. It allows developers to gain insights from live data streams, supporting a variety of use cases such as IoT, telemetry, and event processing.",
-        "product_url": "https://azure.microsoft.com/en-us/services/stream-analytics/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1713",
-        "product_name": "Google Cloud Dataflow",
-        "product_description": "Google Cloud Dataflow is a fully managed stream and batch processing service. It provides a unified model for both stream and batch processing, making it versatile for handling real-time data analytics and processing.",
-        "product_url": "https://cloud.google.com/dataflow",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1714",
-        "product_name": "IBM Watson Studio",
-        "product_description": "IBM Watson Studio offers analytics and machine learning capabilities for processing and analyzing IoT data. It supports data preparation, model development, and deployment, allowing organizations to derive meaningful insights from their IoT datasets.",
-        "product_url": "https://www.ibm.com/cloud/watson-studio",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1715",
-        "product_name": "Bosch IoT Insights",
-        "product_description": "Bosch IoT Insights is a cloud-based service for analyzing and visualizing IoT data. It supports the extraction of insights from large datasets, providing organizations with the tools needed to understand and act on their IoT data.",
-        "product_url": "https://www.bosch-iot-suite.com/insights/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1716",
-        "product_name": "AWS IoT Events",
-        "product_description": "AWS IoT Events is a service for detecting and responding to events from IoT sensors and applications. It enables the creation of event-driven workflows, making it easier to analyze and respond to changes in IoT data.",
-        "product_url": "https://aws.amazon.com/iot-events/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1717",
-        "product_name": "Cisco Kinetic for Cities",
-        "product_description": "Cisco Kinetic for Cities is an IoT data platform that includes analytics capabilities. It focuses on helping cities process and analyze IoT data to improve urban services, traffic management, and overall city planning.",
-        "product_url": "https://www.cisco.com/c/en/us/support/cloud-systems-management/smart-plus-connected-city-infrastructure-management/series.html",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1718",
-        "product_name": "IBM Watson IoT Platform",
-        "product_description": "IBM Watson IoT Platform includes event handling features for IoT devices. It enables users to set up rules and triggers to respond to specific events, helping organizations derive insights and take actions based on real-time data.",
-        "product_url": "https://www.ibm.com/cloud/internet-of-things",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1719",
-        "product_name": "Cisco Kinetic for Manufacturing",
-        "product_description": "Cisco Kinetic for Manufacturing is an IoT solution with event processing capabilities tailored for manufacturing environments. It enables users to define rules and triggers for responding to events in industrial IoT scenarios.",
-        "product_url": "https://www.cisco.com/c/en_sg/solutions/industries/manufacturing.html",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1720",
-        "product_name": "Google Cloud IoT Device Management",
-        "product_description": "Google Cloud IoT provides device management capabilities for IoT fleets. It allows users to register, monitor, and update devices in their fleets, ensuring seamless operation and security across a large number of connected devices.",
-        "product_url": "https://cloud.google.com/iot",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1721",
-        "product_name": "IBM Watson IoT Platform - Device Management",
-        "product_description": "IBM Watson IoT Platform includes robust device management features. It allows users to organize, monitor, and update IoT devices in their fleets, streamlining the management of connected assets.",
-        "product_url": "https://www.ibm.com/cloud/internet-of-things",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1722",
-        "product_name": "Losant IoT Platform - Device Management",
-        "product_description": "Losant IoT Platform offers comprehensive device management functionalities. It enables users to register, monitor, and configure IoT devices, providing a centralized solution for managing and optimizing fleets of connected devices.",
-        "product_url": "https://www.losant.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1723",
-        "product_name": "Bosch IoT Suite - Device Management",
-        "product_description": "Bosch IoT Suite includes device management capabilities for IoT deployments. It allows users to efficiently organize, monitor, and update connected devices, ensuring the reliability and security of their IoT fleet.",
-        "product_url": "https://www.bosch-iot-suite.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1724",
-        "product_name": "ThingWorx - IoT Device Management",
-        "product_description": "ThingWorx provides device management features for IoT fleets. It enables users to handle device registration, monitoring, and updates, offering a scalable solution for managing large numbers of connected devices.",
-        "product_url": "https://www.ptc.com/en/products/thingworx/iot-device-management",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1725",
-        "product_name": "Particle Cloud - Fleet Management",
-        "product_description": "Particle Cloud includes fleet management capabilities for IoT devices. It allows users to organize, monitor, and update their fleets of connected devices, ensuring efficient operation and maintenance.",
-        "product_url": "https://www.particle.io/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1726",
-        "product_name": "AWS IoT FleetHub",
-        "product_description": "AWS IoT FleetHub is a fleet management service that simplifies the onboarding, monitoring, and management of IoT devices. It offers features for organizing and optimizing fleets of connected devices.",
-        "product_url": "https://docs.aws.amazon.com/iot/latest/fleethubuserguide/what-is-aws-iot-monitor.html",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1727",
-        "product_name": "Cisco Kinetic for Cities - Device Manager",
-        "product_description": "Cisco Kinetic for Cities includes device management features tailored for smart city deployments. It enables users to efficiently manage and monitor a variety of IoT devices in urban environments.",
-        "product_url": "https://www.cisco.com/c/en/us/support/cloud-systems-management/smart-plus-connected-city-infrastructure-management/products-user-guide-list.html",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1728",
-        "product_name": "Oracle IoT Fleet Monitoring Cloud",
-        "product_description": "Oracle IoT Fleet Monitoring Cloud provides comprehensive fleet management capabilities. It allows users to organize, monitor, and optimize their fleets of IoT devices, ensuring reliable and secure operation.",
-        "product_url": "https://www.oracle.com/internet-of-things/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1729",
-        "product_name": "IBM Watson IoT Platform - Industrial Insights",
-        "product_description": "IBM Watson IoT Platform includes Industrial Insights, which focuses on providing analytics and insights for industrial processes. It helps optimize operations and enhance efficiency in manufacturing and other industrial sectors.",
-        "product_url": "https://www.ibm.com/cloud/internet-of-things",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1730",
-        "product_name": "Bosch IoT Suite - Industrial",
-        "product_description": "Bosch IoT Suite offers industrial IoT solutions, including features for connecting, managing, and analyzing data from industrial assets. It supports use cases such as predictive maintenance and process optimization.",
-        "product_url": "https://www.bosch-iot-suite.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1731",
-        "product_name": "Losant IoT Platform - Industrial IoT",
-        "product_description": "Losant's Industrial IoT platform provides tools for connecting, visualizing, and analyzing data from industrial devices. It supports the development of applications for monitoring and improving industrial processes.",
-        "product_url": "https://www.losant.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1732",
-        "product_name": "Schneider Electric EcoStruxure IoT Platform",
-        "product_description": "EcoStruxure by Schneider Electric is an IoT platform designed for various industries. It offers features for connecting, monitoring, and optimizing the performance of industrial assets and systems.",
-        "product_url": "https://www.se.com/ww/en/work/campaign/innovation/overview.jsp",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1733",
-        "product_name": "Oracle IoT Asset Monitoring Cloud",
-        "product_description": "Oracle's IoT Asset Monitoring Cloud focuses on monitoring and optimizing the performance of industrial assets. It provides tools for tracking, analyzing, and predicting asset behavior.",
-        "product_url": "https://www.oracle.com/internet-of-things/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1734",
-        "product_name": "GE Predix",
-        "product_description": "GE Predix is an industrial IoT platform designed to connect and optimize industrial processes. It includes features for managing, analyzing, and leveraging data from a variety of industrial assets.",
-        "product_url": "https://www.ge.com/digital/iiot-platform",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1735",
-        "product_name": "IBM Watson IoT - Node-RED",
-        "product_description": "Node-RED is an open-source flow-based development tool integrated with IBM Watson IoT. It allows developers to wire together devices, APIs, and online services for rapid IoT application development.",
-        "product_url": "https://www.ibm.com/cloud/watson-iot-platform/node-red",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1736",
-        "product_name": "PTC ThingWorx Edge",
-        "product_description": "ThingWorx Edge by PTC complements the ThingWorx IoT platform by providing edge computing capabilities. It enables processing and analysis of data at the edge, reducing latency and enhancing IoT application performance.",
-        "product_url": "https://www.ptc.com/en/products/kepware/thingworx-kepware-edge",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1737",
-        "product_name": "Siemens MindConnect IoT2040",
-        "product_description": "The Siemens MindConnect IoT2040 is an edge device designed for industrial IoT applications. It enables connectivity, data processing, and local analytics at the edge, enhancing Siemens MindSphere IoT solutions.",
-        "product_url": "https://www.dex.siemens.com/mindconnect-iot2040?cclcl=en_US",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1738",
-        "product_name": "Bosch IoT Gateway Software",
-        "product_description": "Bosch IoT Gateway Software enables edge processing and connectivity in IoT environments. It provides a flexible and scalable solution for connecting devices, processing data locally, and optimizing IoT workflows.",
-        "product_url": "https://www.bosch-iot-suite.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1739",
-        "product_name": "Dell Edge Gateway",
-        "product_description": "Dell Edge Gateways are designed for edge computing in IoT scenarios. They provide connectivity, processing power, and storage at the edge, facilitating real-time data analysis and reducing dependence on centralized cloud services.",
-        "product_url": "https://www.dell.com/en-us/shop/network-hardware-devices/dell-edge-gateway-5200/spd/dell-edge-gateway-5200/dn_edge5200_15513_vi",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1740",
-        "product_name": "Siemens Mindsphere Twin Builder",
-        "product_description": "Siemens Mindsphere Twin Builder is a comprehensive digital twin solution. It enables the creation of dynamic, real-time digital twins for industrial assets, optimizing performance monitoring and predictive maintenance.",
-        "product_url": "N/A",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1741",
-        "product_name": "Microsoft Azure Digital Twins",
-        "product_description": "Azure Digital Twins by Microsoft allows the creation of digital twins for physical environments. It provides a platform for modeling, monitoring, and analyzing complex systems, optimizing operational processes and resource utilization.",
-        "product_url": "https://azure.microsoft.com/en-us/services/digital-twins/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1742",
-        "product_name": "Dassault Syst\u00e8mes DELMIA",
-        "product_description": "DELMIA, part of Dassault Syst\u00e8mes' 3DEXPERIENCE platform, offers digital twin capabilities for manufacturing processes. It provides simulation and optimization tools for production planning and control.",
-        "product_url": "https://www.3ds.com/products-services/delmia/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1743",
-        "product_name": "Confluent Platform",
-        "product_description": "Confluent Platform is a fully managed Kafka service that offers features such as data streaming, event processing, and real-time analytics. It simplifies Kafka deployment and management for scalable, reliable data streaming applications.",
-        "product_url": "https://www.confluent.io/",
-        "open_source": "t",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1744",
-        "product_name": "Azure Event Hubs",
-        "product_description": "Azure Event Hubs is a cloud-based event streaming platform that provides a scalable and distributed solution for real-time data ingestion. It supports Apache Kafka protocol, making it compatible with Kafka applications.",
-        "product_url": "https://azure.microsoft.com/en-us/services/event-hubs/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1745",
-        "product_name": "Google Cloud Pub/Sub",
-        "product_description": "Google Cloud Pub/Sub is a messaging service that enables event-driven communication between applications. It offers features like scalability, durability, and global distribution, making it suitable for building real-time streaming systems.",
-        "product_url": "https://cloud.google.com/pubsub",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1746",
-        "product_name": "IBM Event Streams",
-        "product_description": "IBM Event Streams is a managed Apache Kafka service on the IBM Cloud. It provides a resilient and scalable platform for building event-driven applications with features like topic-based publish-subscribe, data retention, and consumer scaling.",
-        "product_url": "https://www.ibm.com/cloud/event-streams",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1747",
-        "product_name": "Red Hat AMQ Streams",
-        "product_description": "Red Hat AMQ Streams is a Kafka-based event streaming platform designed for building scalable and resilient applications. It extends Apache Kafka with additional features, making it suitable for enterprise-level streaming solutions.",
-        "product_url": "https://www.redhat.com/en/resources/amq-streams-datasheet",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1748",
-        "product_name": "Strimzi",
-        "product_description": "Strimzi is an open-source project that simplifies running Apache Kafka on Kubernetes. It provides operators and resources to deploy, manage, and operate Kafka clusters in a Kubernetes environment, enhancing scalability and automation.",
-        "product_url": "https://strimzi.io/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1749",
-        "product_name": "RabbitMQ",
-        "product_description": "RabbitMQ is a message broker that supports multiple messaging protocols, including AMQP. While not a Kafka alternative, it's widely used for message queuing and can be integrated into event-driven architectures.",
-        "product_url": "https://www.rabbitmq.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1750",
-        "product_name": "KubeMQ",
-        "product_description": "KubeMQ is a Kubernetes-native message broker that facilitates communication between microservices and applications. It provides a scalable, high-performance solution for event-driven architectures in containerized environments.",
-        "product_url": "https://kubemq.io/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1751",
-        "product_name": "NATS Streaming",
-        "product_description": "NATS Streaming is an event streaming system built on top of the NATS messaging system. It offers a lightweight and scalable solution for building distributed, real-time applications with features like persistence and at-least-once delivery.",
-        "product_url": "https://github.com/nats-io/nats-streaming-server",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1752",
-        "product_name": "Elasticsearch",
-        "product_description": "Elasticsearch is an open-source, distributed search and analytics engine. It's widely used for full-text search, log analytics, and data visualization, providing a scalable solution for indexing and searching large volumes of data.",
-        "product_url": "https://www.elastic.co/elasticsearch/",
-        "open_source": "t",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1753",
-        "product_name": "Apache Solr",
-        "product_description": "Apache Solr is an open-source search platform built on Apache Lucene. It offers features like faceted search, distributed search capabilities, and a RESTful interface, making it suitable for building search-driven applications.",
-        "product_url": "http://lucene.apache.org/solr/",
-        "open_source": "t",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1754",
-        "product_name": "Algolia",
-        "product_description": "Algolia is a cloud-based search platform that provides hosted search APIs. It focuses on delivering fast and relevant search experiences, making it a suitable solution for developers looking to embed powerful search capabilities into their applications.",
-        "product_url": "https://www.algolia.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1755",
-        "product_name": "Azure Cognitive Search",
-        "product_description": "Azure Cognitive Search is a fully-managed search-as-a-service offering on Microsoft Azure. It supports features like AI-powered indexing, faceted navigation, and advanced querying, making it a comprehensive solution for building search applications.",
-        "product_url": "https://azure.microsoft.com/en-us/services/search/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1756",
-        "product_name": "Amazon CloudSearch",
-        "product_description": "Amazon CloudSearch is a fully-managed search service on AWS. It simplifies the setup and operation of a search solution, providing features like faceting, text processing, and relevance tuning.",
-        "product_url": "https://aws.amazon.com/cloudsearch/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1757",
-        "product_name": "Swiftype (now part of Elastic)",
-        "product_description": "Swiftype is a cloud-based search solution that allows developers to create powerful search experiences. Acquired by Elastic, it provides features like autocomplete, result ranking, and easy integration with various platforms.",
-        "product_url": "https://www.elastic.co/blog/swiftype-joins-forces-with-elastic",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1758",
-        "product_name": "Coveo",
-        "product_description": "Coveo is a cloud-based AI-powered search and relevance platform. It's designed to enhance customer experiences by providing personalized and relevant search results across various channels, including websites and customer support portals.",
-        "product_url": "https://www.coveo.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1759",
-        "product_name": "SearchBlox",
-        "product_description": "SearchBlox is an enterprise search platform that offers features like web crawling, content indexing, and search analytics. It's suitable for organizations looking to implement search functionality across diverse data sources.",
-        "product_url": "https://www.searchblox.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1760",
-        "product_name": "AddSearch",
-        "product_description": "AddSearch is a hosted search solution that enables website owners to add powerful search capabilities to their sites. It supports features like real-time indexing, autocomplete, and customizable search results.",
-        "product_url": "https://www.addsearch.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1761",
-        "product_name": "MeiliSearch",
-        "product_description": "MeiliSearch is an open-source search engine with a focus on simplicity and speed. It's designed for developers who want a lightweight and easy-to-use search solution with features like typo-tolerance and fast indexing.",
-        "product_url": "https://www.meilisearch.com/",
-        "open_source": "t",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1762",
-        "product_name": "ScyllaDB",
-        "product_description": "ScyllaDB is a highly performant NoSQL database compatible with Apache Cassandra. It leverages a shared-nothing architecture to achieve low-latency and high-throughput data processing, making it ideal for real-time big data applications.",
-        "product_url": "https://www.scylladb.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1763",
-        "product_name": "DataStax Astra",
-        "product_description": "Astra is a cloud-native database service built on Apache Cassandra. It provides the benefits of Cassandra with the ease of a fully managed service, enabling developers to focus on application development rather than database operations.",
-        "product_url": "https://www.datastax.com/products/astra",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1764",
-        "product_name": "Riak KV",
-        "product_description": "Riak KV is an open-source distributed NoSQL database known for its fault-tolerance and high availability. It's suitable for applications requiring low-latency access to distributed data across multiple nodes.",
-        "product_url": "https://riak.com/products/riak-kv/index.html",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1765",
-        "product_name": "HBase",
-        "product_description": "Apache HBase is an open-source, distributed, and scalable NoSQL database modeled after Google Bigtable. It's designed for handling large amounts of sparse data, making it suitable for applications with wide-column store requirements.",
-        "product_url": "https://hbase.apache.org/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1766",
-        "product_name": "RabbitMQ",
-        "product_description": "RabbitMQ is a message broker software that facilitates communication between distributed systems. It supports various messaging patterns, including publish/subscribe and point-to-point, making it versatile for different application needs.",
-        "product_url": "https://www.rabbitmq.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1767",
-        "product_name": "Azure Stream Analytics",
-        "product_description": "Azure Stream Analytics is a cloud-based real-time analytics service by Microsoft Azure. It allows developers to process and analyze streaming data from various sources, enabling insights and decision-making in near real-time.",
-        "product_url": "https://azure.microsoft.com/en-us/services/stream-analytics/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1768",
-        "product_name": "NATS Streaming",
-        "product_description": "NATS Streaming is an open-source, high-performance messaging system built on top of the NATS messaging platform. It adds persistence and support for durable subscriptions, making it suitable for building scalable and reliable event-driven applications.",
-        "product_url": "https://github.com/nats-io/nats-streaming-server",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1769",
-        "product_name": "AWS Managed Streaming for Apache Kafka (MSK)",
-        "product_description": "Amazon MSK is a fully managed service that makes it easy to set up, operate, and scale Apache Kafka on AWS. It simplifies the deployment and management of Kafka clusters, allowing developers to focus on building applications.",
-        "product_url": "https://aws.amazon.com/msk/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1770",
-        "product_name": "IBM Event Streams",
-        "product_description": "IBM Event Streams is an enterprise-grade event streaming platform built on Apache Kafka. It provides tools and services for developing, deploying, and managing event-driven applications in a scalable and resilient manner.",
-        "product_url": "https://www.ibm.com/cloud/event-streams",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1771",
-        "product_name": "Pulsar (Apache Pulsar)",
-        "product_description": "Apache Pulsar is an open-source distributed messaging and event streaming platform. It offers a unified solution for messaging and event streaming, providing scalability, durability, and high-throughput for diverse use cases.",
-        "product_url": "https://pulsar.apache.org/",
-        "open_source": "t",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1772",
-        "product_name": "Apache Storm",
-        "product_description": "Apache Storm is a distributed real-time computation system that processes large streams of data in real-time. It's scalable, fault-tolerant, and often used for complex event processing.",
-        "product_url": "https://storm.apache.org/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1773",
-        "product_name": "AWS Lambda",
-        "product_description": "AWS Lambda allows developers to run code in response to events without provisioning or managing servers. While not a dedicated stream processing solution, it can be used for event-driven architectures.",
-        "product_url": "https://aws.amazon.com/lambda/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1774",
-        "product_name": "StreamSets Data Collector",
-        "product_description": "StreamSets Data Collector is an open-source platform for designing, deploying, and operating data pipelines for batch and streaming data. It supports various sources and destinations.",
-        "product_url": "https://streamsets.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1775",
-        "product_name": "Striim",
-        "product_description": "Striim is a real-time data integration and streaming analytics platform. It provides capabilities for moving and processing data in real-time, supporting both batch and streaming use cases.",
-        "product_url": "https://www.striim.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1776",
-        "product_name": "Azure Key Vault",
-        "product_description": "Azure Key Vault is a cloud service that safeguards cryptographic keys and secrets. It simplifies the key management process and helps secure sensitive information used by cloud applications and services.",
-        "product_url": "https://azure.microsoft.com/en-us/services/key-vault/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1777",
-        "product_name": "AWS CloudHSM",
-        "product_description": "While related to AWS, CloudHSM is a dedicated hardware security module (HSM) offering cryptographic key storage and management. It provides enhanced security for sensitive workloads.",
-        "product_url": "https://aws.amazon.com/cloudhsm/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1778",
-        "product_name": "Netskope Cloud Security Platform",
-        "product_description": "Netskope offers a cloud security platform with built-in encryption key management. It helps organizations protect data across cloud services and ensures compliance with data protection regulations.",
-        "product_url": "https://www.netskope.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1779",
-        "product_name": "Cryptomathic Key Management as a Service (KMaaS)",
-        "product_description": "Cryptomathic's KMaaS offers cloud-based key management, addressing cryptographic needs across different applications. It ensures secure and compliant key lifecycle management.",
-        "product_url": "https://cpl.thalesgroup.com/blog/encryption/key-management-as-a-service-guide",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1780",
-        "product_name": "Apache Hudi",
-        "product_description": "Apache Hudi is an open-source data lake framework that provides efficient and incremental data processing. It enables data management and analytics directly on data lakes, ensuring data consistency and reliability.",
-        "product_url": "https://hudi.apache.org/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1781",
-        "product_name": "Presto",
-        "product_description": "Presto is an open-source distributed SQL query engine designed for fast analytical queries. It seamlessly connects with various data sources, including data lakes, and provides high-performance querying capabilities.",
-        "product_url": "https://prestodb.io/",
-        "open_source": "t",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1782",
-        "product_name": "Alluxio",
-        "product_description": "Alluxio is an open-source data orchestration platform that provides a unified data access layer for data lakes. It accelerates data access and analytics by caching and managing data across storage systems.",
-        "product_url": "https://www.alluxio.io/",
-        "open_source": "t",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1783",
-        "product_name": "Qubole Data Service (QDS)",
-        "product_description": "Qubole provides a cloud-native data platform for analytics and machine learning. It integrates with various data lakes, enabling scalable and collaborative data processing.",
-        "product_url": "https://www.qubole.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1784",
-        "product_name": "Dataiku",
-        "product_description": "Dataiku is a collaborative data science platform that integrates with data lakes. It facilitates end-to-end data management, preparation, and analytics for building and deploying machine learning models.",
-        "product_url": "https://www.dataiku.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1785",
-        "product_name": "Informatica Data Lake Management",
-        "product_description": "Informatica offers a data lake management solution that enables organizations to discover, govern, and secure data lakes. It ensures efficient data management and analytics across the data lake ecosystem.",
-        "product_url": "https://www.informatica.com/resources/articles/how-data-lakes-can-help-your-business.html",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1786",
-        "product_name": "Azure Functions",
-        "product_description": "Azure Functions is a serverless computing service that enables developers to run event-triggered functions without managing infrastructure. It supports multiple programming languages and seamlessly integrates with Azure services.",
-        "product_url": "https://azure.microsoft.com/en-us/services/functions/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1787",
-        "product_name": "Google Cloud Functions",
-        "product_description": "Google Cloud Functions is a serverless compute service that allows developers to run event-driven functions. It supports multiple programming languages and integrates with various Google Cloud services for seamless application development.",
-        "product_url": "https://cloud.google.com/functions",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1788",
-        "product_name": "IBM Cloud Functions",
-        "product_description": "IBM Cloud Functions is a serverless platform that lets developers deploy and execute functions in response to events. It supports multiple programming languages and integrates with other IBM Cloud services.",
-        "product_url": "https://cloud.ibm.com/functions",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1789",
-        "product_name": "OpenWhisk",
-        "product_description": "OpenWhisk is an open-source serverless computing platform that enables the execution of functions in response to events. It supports various programming languages and allows extensibility through its open architecture.",
-        "product_url": "https://openwhisk.apache.org/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1790",
-        "product_name": "Firebase Cloud Functions",
-        "product_description": "Firebase Cloud Functions is a serverless framework by Google for building mobile and web applications. Developers can deploy functions that respond to Firebase events, enhancing the functionality of Firebase applications.",
-        "product_url": "https://firebase.google.com/products/functions",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1791",
-        "product_name": "Kubeless",
-        "product_description": "Kubeless is a Kubernetes-native serverless framework that allows the deployment and execution of functions on a Kubernetes cluster. It provides a seamless integration of serverless computing within Kubernetes environments.",
-        "product_url": "https://kubeless.io/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1792",
-        "product_name": "Nimbella",
-        "product_description": "Nimbella is a serverless cloud platform that simplifies the deployment and execution of functions. It supports multiple programming languages and offers a serverless environment for building scalable applications.",
-        "product_url": "N/A",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1793",
-        "product_name": "Serverless Framework",
-        "product_description": "Serverless Framework is an open-source framework for building serverless applications across different cloud providers. It simplifies the deployment and management of serverless functions, supporting various cloud platforms.",
-        "product_url": "https://www.serverless.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1794",
-        "product_name": "Tencent Cloud SCF (Serverless Cloud Function)",
-        "product_description": "Tencent Cloud SCF is a serverless computing service that allows developers to run functions in response to events. It supports multiple programming languages and integrates with other Tencent Cloud services for seamless application development.",
-        "product_url": "https://www.tencentcloud.com/product/scf",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1795",
-        "product_name": "Microsoft Azure Bot Service",
-        "product_description": "Azure Bot Service is a comprehensive bot-building platform by Microsoft that allows developers to create intelligent bots for various channels. It provides tools for natural language processing and integration with Azure services.",
-        "product_url": "https://azure.microsoft.com/en-us/services/bot-service/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1796",
-        "product_name": "Rasa",
-        "product_description": "Rasa is an open-source conversational AI platform that allows developers to build contextual AI assistants. It provides tools for natural language understanding and dialogue management, and it can be customized for specific use cases.",
-        "product_url": "https://rasa.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1797",
-        "product_name": "Botpress",
-        "product_description": "Botpress is an open-source conversational AI platform that simplifies the creation of chatbots. It offers a visual interface for designing conversational flows and supports integration with messaging platforms.",
-        "product_url": "https://www.botpress.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1798",
-        "product_name": "Wit.ai",
-        "product_description": "Wit.ai, owned by Facebook, is a natural language processing platform that allows developers to build applications with speech and text understanding. It supports multiple languages and can be integrated into various applications.",
-        "product_url": "https://wit.ai/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1799",
-        "product_name": "Rocket.Chat",
-        "product_description": "Rocket.Chat is an open-source messaging platform that can be extended with chatbots. It provides APIs for building custom chatbots and supports integration with other services.",
-        "product_url": "https://rocket.chat/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1800",
-        "product_name": "SnatchBot",
-        "product_description": "SnatchBot is a platform for building and deploying chatbots across multiple channels. It offers a visual interface for creating conversational flows and supports integration with popular messaging platforms.",
-        "product_url": "https://snatchbot.me/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1801",
-        "product_name": "Flexera Software Asset Management (SAM)",
-        "product_description": "Flexera SAM provides comprehensive software asset management solutions, helping organizations optimize software licenses, reduce costs, and ensure compliance across their IT infrastructure.",
-        "product_url": "https://www.flexera.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1802",
-        "product_name": "Snow Software License Manager",
-        "product_description": "Snow Software offers a License Manager that enables organizations to manage software licenses, optimize usage, and maintain compliance. It provides insights into software consumption and license entitlements.",
-        "product_url": "https://www.snowsoftware.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1803",
-        "product_name": "ServiceNow Software Asset Management",
-        "product_description": "ServiceNow's SAM solution streamlines the management of software licenses, ensuring compliance and cost optimization. It offers automation, reporting, and analytics to support effective license management.",
-        "product_url": "https://www.servicenow.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1804",
-        "product_name": "IBM License Metric Tool (ILMT)",
-        "product_description": "IBM's ILMT helps organizations manage and optimize software licenses, particularly for IBM software products. It assists in tracking usage, ensuring compliance, and optimizing license costs.",
-        "product_url": "https://www.ibm.com/software/passportadvantage/ibmlicensemetrictool.html",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1805",
-        "product_name": "Cherwell IT Asset Management",
-        "product_description": "Cherwell's IT Asset Management solution includes license management features to help organizations track and manage software licenses. It provides insights into license usage and compliance.",
-        "product_url": "https://www.cherwell.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1806",
-        "product_name": "ManageEngine License Manager Plus",
-        "product_description": "ManageEngine offers License Manager Plus to help organizations manage software licenses efficiently. It provides license tracking, compliance reporting, and optimization capabilities.",
-        "product_url": "https://www.manageengine.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1807",
-        "product_name": "Ivanti IT Asset Management (ITAM)",
-        "product_description": "Ivanti's ITAM solution includes license management features for tracking and managing software licenses. It aims to optimize software spend and maintain compliance.",
-        "product_url": "https://www.ivanti.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1808",
-        "product_name": "Symantec IT Management Suite",
-        "product_description": "Symantec's IT Management Suite includes license management capabilities to help organizations track and manage software licenses effectively. It provides visibility into license usage and compliance.",
-        "product_url": "https://www.broadcom.com/products/endpoint-management/it-management-suite",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1809",
-        "product_name": "Oracle License Management Services",
-        "product_description": "Oracle offers License Management Services to assist organizations in managing Oracle software licenses. It provides expertise in license optimization and compliance.",
-        "product_url": "https://www.oracle.com/license-management-services/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1810",
-        "product_name": "Belarc Advisor",
-        "product_description": "Belarc Advisor is a tool that provides detailed insights into software licenses and usage across an organization's network. It helps in maintaining compliance and optimizing software spending.",
-        "product_url": "https://www.belarc.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1811",
-        "product_name": "Linode Virtual Machines",
-        "product_description": "Linode provides Virtual Machines with high-performance SSD storage and a straightforward management interface. It's a user-friendly alternative for developers seeking cloud computing resources.",
-        "product_url": "https://www.linode.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1812",
-        "product_name": "Azure Virtual Machines",
-        "product_description": "Microsoft Azure's Virtual Machines offer a scalable and flexible cloud computing solution. It integrates well with Microsoft's ecosystem, making it suitable for organizations with existing Microsoft infrastructure.",
-        "product_url": "https://azure.microsoft.com/en-us/services/virtual-machines/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1813",
-        "product_name": "UpCloud Compute Instances",
-        "product_description": "UpCloud provides high-performance Compute Instances with features like MaxIOPS storage. It caters to developers seeking fast and reliable cloud hosting services.",
-        "product_url": "https://www.upcloud.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1814",
-        "product_name": "Scaleway Instances",
-        "product_description": "Scaleway provides cloud instances with a focus on simplicity and performance. It's an alternative for developers looking for cost-effective and easy-to-use cloud solutions.",
-        "product_url": "https://www.scaleway.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1815",
-        "product_name": "Google Maps Platform",
-        "product_description": "Google Maps Platform offers comprehensive mapping services, including geocoding, routing, and navigation. Developers leverage its robust APIs to create location-based applications with accurate and feature-rich mapping capabilities.",
-        "product_url": "https://cloud.google.com/maps-platform",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1816",
-        "product_name": "Mapbox",
-        "product_description": "Mapbox provides customizable mapping solutions for developers. Its platform offers geospatial data, mapping APIs, and SDKs, enabling the creation of applications with unique and visually appealing location-based features.",
-        "product_url": "https://www.mapbox.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1817",
-        "product_name": "HERE Location Services",
-        "product_description": "HERE Location Services delivers mapping and location-based capabilities, including geocoding, routing, and tracking. It's a versatile solution suitable for developers building applications with precise location intelligence.",
-        "product_url": "https://developer.here.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1818",
-        "product_name": "TomTom Maps API",
-        "product_description": "TomTom Maps API provides developers with access to mapping, geocoding, and traffic services. It's designed to enable the development of applications that require accurate and up-to-date location information.",
-        "product_url": "https://developer.tomtom.com/maps-api",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1819",
-        "product_name": "Esri ArcGIS",
-        "product_description": "Esri's ArcGIS platform offers advanced mapping and spatial analytics tools. Developers use its APIs to integrate mapping capabilities into applications for industries such as logistics, urban planning, and environmental management.",
-        "product_url": "https://www.esri.com/en-us/arcgis",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1820",
-        "product_name": "OpenStreetMap (OSM)",
-        "product_description": "OpenStreetMap is a collaborative mapping project with freely available map data. Developers use OSM data and APIs to create applications with customizable mapping features, making it a community-driven alternative.",
-        "product_url": "https://www.openstreetmap.org/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1821",
-        "product_name": "MapQuest",
-        "product_description": "MapQuest provides mapping, routing, and geocoding services. Developers can leverage its APIs to embed interactive maps and location-based services into their applications, suitable for a range of industries.",
-        "product_url": "https://www.mapquest.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1822",
-        "product_name": "Bing Maps",
-        "product_description": "Bing Maps offers mapping and location-based services powered by Microsoft. Developers can utilize Bing Maps APIs to integrate geospatial features into applications with a focus on Microsoft's ecosystem.",
-        "product_url": "https://www.microsoft.com/en-us/bingmaps/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1823",
-        "product_name": "CARTO",
-        "product_description": "CARTO provides location intelligence and mapping solutions for developers. Its platform enables the creation of spatial applications with powerful visualization and analysis capabilities.",
-        "product_url": "https://carto.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1824",
-        "product_name": "GeoIQ",
-        "product_description": "GeoIQ offers location-based intelligence tools for developers. It provides APIs for mapping, geocoding, and spatial analytics, catering to those seeking customizable and scalable location services.",
-        "product_url": "https://geoiq.io/us",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1825",
-        "product_name": "Digital Guardian",
-        "product_description": "Digital Guardian delivers data-centric security solutions, protecting sensitive information from insider and outsider threats. Its platform includes data discovery, classification, and real-time threat detection to safeguard critical assets.",
-        "product_url": "https://digitalguardian.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1826",
-        "product_name": "Trustwave Data Loss Prevention",
-        "product_description": "Trustwave offers a DLP solution that combines content discovery, policy enforcement, and incident response. It assists organizations in identifying and protecting sensitive data across various channels.",
-        "product_url": "N/A",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1827",
-        "product_name": "Vormetric Data Security Platform",
-        "product_description": "Vormetric, now part of Thales, provides a comprehensive data security platform that includes encryption, access controls, and data masking. It helps organizations protect sensitive data across diverse environments.",
-        "product_url": "https://cpl.thalesgroup.com/encryption/vormetric-data-security-platform",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1828",
-        "product_name": "Netskope Cloud Security",
-        "product_description": "Netskope focuses on cloud security, including data loss prevention for cloud environments. It helps organizations monitor and control data movement within cloud applications to prevent unauthorized access.",
-        "product_url": "https://www.netskope.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1829",
-        "product_name": "DigitalOcean VPC Traffic Mirroring",
-        "product_description": "DigitalOcean's VPC Traffic Mirroring allows users to capture and inspect network traffic within Virtual Private Clouds (VPCs). While not a direct alternative to Macie, it enhances network visibility and security.",
-        "product_url": "https://www.digitalocean.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1830",
-        "product_name": "Cardano",
-        "product_description": "Cardano is a blockchain platform with a focus on sustainability, scalability, and interoperability. It aims to provide a secure and scalable infrastructure for the development of decentralized applications.",
-        "product_url": "https://www.cardano.org/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1831",
-        "product_name": "Algorand",
-        "product_description": "Algorand is a blockchain platform designed for speed and efficiency. It uses a pure proof-of-stake consensus algorithm to achieve high throughput and low transaction costs.",
-        "product_url": "https://www.algorand.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1832",
-        "product_name": "Chainlink",
-        "product_description": "Chainlink is a decentralized oracle network that connects smart contracts with real-world data. It enables smart contracts to securely interact with external data sources, APIs, and payment systems.",
-        "product_url": "https://chain.link/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1833",
-        "product_name": "NEM (New Economy Movement)",
-        "product_description": "NEM is a blockchain platform that offers features like multi-signature accounts, customizable assets, and a unique consensus algorithm. It aims to provide a customizable and scalable blockchain solution.",
-        "product_url": "https://nem.io/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1834",
-        "product_name": "RiverMeadow Cloud Migration",
-        "product_description": "RiverMeadow provides automated, end-to-end cloud migration services for enterprises, supporting the movement of applications and data across different cloud environments.",
-        "product_url": "https://www.rivermeadow.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1835",
-        "product_name": "Racemi Cloud Path",
-        "product_description": "Racemi Cloud Path is an automated migration solution that supports the migration of existing physical and virtual servers to cloud environments with minimal downtime.",
-        "product_url": "N/A",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1836",
-        "product_name": "Corent SurPaaS Migration Factory",
-        "product_description": "SurPaaS by Corent is a migration automation platform that facilitates the assessment, migration, and optimization of applications for various cloud environments.",
-        "product_url": "https://www.corenttech.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1837",
-        "product_name": "Turbonomic",
-        "product_description": "Turbonomic is an application resource management platform that provides workload automation, ensuring optimal resource utilization and facilitating the migration of applications to the cloud.",
-        "product_url": "https://www.turbonomic.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1838",
-        "product_name": "CloudAtlas\u00ae: Cloud Migration and Management",
-        "product_description": "CloudAtlas\u00ae offers migration and management services, supporting the migration of workloads to cloud environments and providing ongoing optimization and governance.",
-        "product_url": "https://www.cloudatlasinc.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1839",
-        "product_name": "AppDynamics",
-        "product_description": "AppDynamics, acquired by Cisco, offers application performance monitoring and optimization tools that assist in understanding application behavior during migration and ensuring performance in the cloud.",
-        "product_url": "https://www.appdynamics.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1840",
-        "product_name": "CloudChomp: CC Analyzer",
-        "product_description": "CloudChomp's CC Analyzer is a migration assessment tool that helps organizations analyze and plan their migration to AWS by providing insights into cost and performance implications.",
-        "product_url": "https://www.cloudchomp.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1841",
-        "product_name": "Sureline SUREedge",
-        "product_description": "Sureline SUREedge is a cloud migration and disaster recovery solution that supports the migration of applications across various environments while ensuring data integrity and minimal downtime.",
-        "product_url": "https://www.sureline.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1842",
-        "product_name": "Redis Pub/Sub",
-        "product_description": "Redis, as an in-memory data structure store, includes a Pub/Sub feature that enables message broadcasting and subscription capabilities, providing real-time communication between components.",
-        "product_url": "https://redis.io/topics/pubsub",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1843",
-        "product_name": "KubeMQ",
-        "product_description": "KubeMQ is a Kubernetes-native message broker that simplifies messaging in microservices and cloud-native architectures, ensuring reliable communication between services within containerized environments.",
-        "product_url": "https://kubemq.io/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1844",
-        "product_name": "JanusGraph",
-        "product_description": "JanusGraph is an open-source, distributed graph database optimized for storing and querying large-scale graphs with billions of vertices and edges. It's particularly useful for applications in network analysis and fraud detection.",
-        "product_url": "https://janusgraph.org/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1845",
-        "product_name": "AllegroGraph",
-        "product_description": "AllegroGraph is a high-performance, RDF (Resource Description Framework) graph database designed for handling complex relationships and semantic data. It's suitable for applications in knowledge graphs and linked data.",
-        "product_url": "https://franz.com/agraph/allegrograph/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1846",
-        "product_name": "Amazon Timestream",
-        "product_description": "While primarily a time-series database, Amazon Timestream can be used for temporal graph analytics. It excels in handling time-dependent relationships, making it suitable for IoT and monitoring applications.",
-        "product_url": "https://aws.amazon.com/timestream/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1847",
-        "product_name": "TitanDB",
-        "product_description": "TitanDB is a scalable and distributed graph database that supports the Apache TinkerPop graph computing framework. It's designed for large-scale graph applications, offering horizontal scalability.",
-        "product_url": "http://espeed.github.io/titandb/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1848",
-        "product_name": "Dgraph",
-        "product_description": "Dgraph is a distributed, native GraphQL graph database that simplifies the process of building graph-based applications. It supports GraphQL queries and real-time updates for efficient graph traversal.",
-        "product_url": "https://dgraph.io/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1849",
-        "product_name": "Alibaba Cloud Table Store",
-        "product_description": "Alibaba Cloud Table Store is a NoSQL multi-model database that supports both graph and wide-column models. It provides strong consistency and is suitable for scenarios requiring complex graph relationships.",
-        "product_url": "https://www.alibabacloud.com/product/tablestore",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1850",
-        "product_name": "Microsoft Azure Cosmos DB (Graph API)",
-        "product_description": "Azure Cosmos DB, with its Graph API, allows developers to build graph applications using the Gremlin graph traversal language. It's part of Microsoft's multi-model, globally distributed database service.",
-        "product_url": "https://azure.microsoft.com/en-us/services/cosmos-db/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1851",
-        "product_name": "Palo Alto Networks Prisma Access",
-        "product_description": "Prisma Access by Palo Alto Networks is a cloud-delivered security solution that includes a firewall service. It provides consistent security policies for users and devices, regardless of their location, ensuring comprehensive network protection.",
-        "product_url": "https://www.paloaltonetworks.com/prisma/access",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1852",
-        "product_name": "Cisco Firepower Threat Defense (FTD)",
-        "product_description": "Cisco FTD integrates firewall capabilities with advanced threat detection and response. It offers unified security services, combining firewall, intrusion prevention, and VPN to safeguard networks from various cyber threats.",
-        "product_url": "https://www.cisco.com/c/en/us/solutions/cisco-on-cisco/aci-firepower-threat-defense.html",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1853",
-        "product_name": "Fortinet FortiGate",
-        "product_description": "FortiGate by Fortinet is a next-generation firewall that delivers a wide range of security features, including intrusion prevention, VPN, and application control. It's designed to protect networks from evolving cyber threats.",
-        "product_url": "https://www.fortinet.com/products/next-generation-firewall",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1854",
-        "product_name": "Check Point CloudGuard",
-        "product_description": "Check Point CloudGuard provides advanced threat prevention and security services for cloud environments. It offers firewall capabilities, secure connectivity, and threat intelligence to ensure robust protection against cyber threats.",
-        "product_url": "https://www.checkpoint.com/cloudguard/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1855",
-        "product_name": "Juniper Networks SRX Series",
-        "product_description": "Juniper Networks' SRX Series includes firewalls with advanced security features such as application visibility, intrusion prevention, and unified threat management. It's suitable for securing both on-premises and cloud-based networks.",
-        "product_url": "https://www.juniper.net/us/en/products/security/srx-series/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1856",
-        "product_name": "Sophos XG Firewall",
-        "product_description": "Sophos XG Firewall combines traditional firewall features with advanced threat protection. It includes features like IPS, VPN, and web filtering to secure networks against a variety of cyber threats.",
-        "product_url": "https://www.sophos.com/en-us/products/next-gen-firewall/tech-specs",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1857",
-        "product_name": "Barracuda CloudGen Firewall",
-        "product_description": "Barracuda CloudGen Firewall provides next-generation firewall capabilities with built-in VPN and web security features. It's designed to secure distributed networks and cloud environments.",
-        "product_url": "https://www.barracuda.com/products/cloudgenfirewall",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1858",
-        "product_name": "SonicWall NSa Series",
-        "product_description": "SonicWall's NSa Series offers firewall solutions with threat prevention capabilities. It includes features like deep packet inspection, VPN, and anti-malware protection for comprehensive network security.",
-        "product_url": "https://www.sonicwall.com/products/firewalls/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1859",
-        "product_name": "Zscaler Internet Access (ZIA)",
-        "product_description": "Zscaler's ZIA is a cloud-delivered security solution that includes a firewall service. It provides secure internet access and advanced threat protection for users, regardless of their location.",
-        "product_url": "https://www.zscaler.com/products/zscaler-internet-access",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1860",
-        "product_name": "WatchGuard Firebox",
-        "product_description": "WatchGuard Firebox offers a range of firewall appliances with security services such as intrusion prevention, application control, and VPN. It's designed to provide network security for small to enterprise-level environments.",
-        "product_url": "https://www.watchguard.com/wgrd-products/firewall-appliances",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1861",
-        "product_name": "Teradici Cloud Access Software",
-        "product_description": "Teradici's Cloud Access Software provides high-performance remote access to graphics-intensive applications. It enables secure and efficient collaboration by allowing users to access virtual workstations from various devices.",
-        "product_url": "https://www.teradici.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1862",
-        "product_name": "PCoIP (PC-over-IP)",
-        "product_description": "PCoIP is a remote display protocol designed for delivering high-performance graphics and multimedia content. It's commonly used in virtual desktop infrastructure (VDI) solutions, providing users with a responsive and seamless remote desktop experience.",
-        "product_url": "https://petri.com/what-is-pc-over-ip/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1863",
-        "product_name": "Frame (Dell Technologies)",
-        "product_description": "Frame by Dell Technologies is a cloud-based platform for running applications and desktops. It enables users to access virtual workspaces with ease, facilitating collaborative workflows and supporting graphics-intensive applications.",
-        "product_url": "https://www.frame.com/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1864",
-        "product_name": "Citrix Virtual Apps and Desktops",
-        "product_description": "Citrix Virtual Apps and Desktops offer virtualization solutions for applications and desktops. It provides a flexible and scalable infrastructure to deliver secure remote access to various applications, including graphics-intensive workloads.",
-        "product_url": "https://www.citrix.com/products/citrix-virtual-apps-and-desktops/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1865",
-        "product_name": "VMware Horizon",
-        "product_description": "VMware Horizon is a virtual desktop infrastructure (VDI) solution that enables secure and efficient remote access to desktops and applications. It supports high-performance graphics for demanding workloads.",
-        "product_url": "https://www.vmware.com/products/horizon.html",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1866",
-        "product_name": "HP ZCentral Remote Boost",
-        "product_description": "HP ZCentral Remote Boost is a remote workstation solution that allows users to access the power of their physical workstations from different devices. It ensures high-quality graphics performance for remote collaboration.",
-        "product_url": "https://www8.hp.com/us/en/workstations/zcentral-remote-boost.html",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1867",
-        "product_name": "Parsec",
-        "product_description": "Parsec provides a low-latency remote desktop streaming platform, catering to gaming and professional applications. It enables users to collaborate and access powerful computing resources over the internet.",
-        "product_url": "https://parsec.app/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1868",
-        "product_name": "NVIDIA Virtual GPU (vGPU)",
-        "product_description": "NVIDIA's Virtual GPU technology allows for the virtualization of GPU resources, ensuring that multiple users can share a single GPU. It's a key component in delivering high-performance graphics for virtualized environments.",
-        "product_url": "https://www.nvidia.com/en-us/data-center/virtual-solutions/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1869",
-        "product_name": "Amazon WorkSpaces",
-        "product_description": "Amazon WorkSpaces is a managed desktop-as-a-service (DaaS) solution by AWS. It provides secure and scalable virtual desktops, including support for graphics-intensive applications, fostering remote collaboration.",
-        "product_url": "https://aws.amazon.com/workspaces/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1870",
-        "product_name": "Microsoft Azure Virtual Desktop",
-        "product_description": "Microsoft Azure Virtual Desktop offers virtualization services for desktops and applications. It supports remote access to graphics-intensive workloads, enhancing collaboration and productivity in distributed environments.",
-        "product_url": "https://azure.microsoft.com/en-us/services/virtual-desktop/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1871",
-        "product_name": "Illumina BaseSpace Sequence Hub",
-        "product_description": "Illumina's BaseSpace Sequence Hub is a cloud-based genomics platform. It facilitates the management, analysis, and sharing of genomic data, supporting researchers in genomics and personalized medicine.",
-        "product_url": "https://basespace.illumina.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1872",
-        "product_name": "Seven Bridges Platform",
-        "product_description": "Seven Bridges offers a cloud-based bioinformatics platform for genomics research. It provides tools for analyzing and interpreting genomic data, fostering collaboration among researchers in the field.",
-        "product_url": "https://www.sevenbridges.com/platform/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1873",
-        "product_name": "DNAnexus",
-        "product_description": "DNAnexus is a cloud-based genomics platform that enables scalable and collaborative analysis of genomic data. It supports various bioinformatics workflows and promotes secure sharing of genomic information.",
-        "product_url": "https://www.dnanexus.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1874",
-        "product_name": "Galaxy Project",
-        "product_description": "Galaxy is an open-source platform for data-intensive biomedical research, including genomics. It provides a user-friendly interface for creating, running, and sharing bioinformatics workflows in a collaborative environment.",
-        "product_url": "https://galaxyproject.org/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1875",
-        "product_name": "Broad Institute's Terra",
-        "product_description": "Terra, developed by the Broad Institute, is a cloud-based platform for biomedical research. It supports the analysis of genomic data and offers collaboration features for research teams working on large-scale projects.",
-        "product_url": "https://terra.bio/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1876",
-        "product_name": "Basepair",
-        "product_description": "Basepair is a cloud-based bioinformatics platform that simplifies the analysis of genomic data. It provides tools for variant calling, differential expression analysis, and other genomics workflows.",
-        "product_url": "https://www.basepairtech.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1877",
-        "product_name": "Roslin Institute's Edinburgh Genomics",
-        "product_description": "Edinburgh Genomics, part of the Roslin Institute, offers genomics services and analysis on a cloud-based platform. It supports diverse genomic research applications, from sequencing to data interpretation.",
-        "product_url": "https://genomics.ed.ac.uk/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1878",
-        "product_name": "Partek Flow",
-        "product_description": "Partek Flow is a bioinformatics analysis platform designed for genomics and next-generation sequencing data. It offers a user-friendly interface for the analysis and visualization of complex genomic datasets.",
-        "product_url": "https://www.partek.com/partek-flow/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1879",
-        "product_name": "Genestack",
-        "product_description": "Genestack is a cloud-based platform that supports the integration, analysis, and interpretation of genomics data. It provides tools for collaborative research in areas such as functional genomics and biomarker discovery.",
-        "product_url": "https://genestack.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1880",
-        "product_name": "OmicsBox by BioBam",
-        "product_description": "OmicsBox is a bioinformatics solution that includes tools for genomics, transcriptomics, and metagenomics analyses. It offers a comprehensive suite for researchers working on various aspects of omics data.",
-        "product_url": "https://www.biobam.com/omicsbox/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1881",
-        "product_name": "Amazon Elasticsearch Service (Deprecated)",
-        "product_description": "The predecessor of OpenSearch, Amazon Elasticsearch Service, provided managed Elasticsearch clusters on AWS. Note that AWS now supports OpenSearch as the recommended service.",
-        "product_url": "N/A",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1882",
-        "product_name": "SearchStax",
-        "product_description": "SearchStax is a managed service for Apache Solr, offering deployment, monitoring, and scaling of Solr clusters in the cloud. It simplifies the operational aspects of using Solr for search applications.",
-        "product_url": "https://www.searchstax.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1883",
-        "product_name": "Swiftype (Elastic App Search)",
-        "product_description": "Acquired by Elastic, Swiftype, now known as Elastic App Search, provides a cloud-based search solution for developers. It enables the creation of powerful and customizable search experiences in applications.",
-        "product_url": "https://swiftype.com/documentation/app-search/getting-started",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1884",
-        "product_name": "CFEngine",
-        "product_description": "CFEngine is an open-source configuration management and automation framework. It helps organizations maintain desired states in their IT infrastructure, ensuring systems adhere to policies and standards.",
-        "product_url": "https://cfengine.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1885",
-        "product_name": "Juju",
-        "product_description": "Juju is an open-source application and service modeling tool. It facilitates the modeling, deployment, and management of applications in the cloud, making it easier to scale and maintain complex environments.",
-        "product_url": "https://juju.is/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1886",
-        "product_name": "Rundeck",
-        "product_description": "Rundeck is an open-source automation platform for operations teams. It allows for the automation of routine operational procedures, providing a centralized hub for job scheduling and execution.",
-        "product_url": "https://www.rundeck.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1887",
-        "product_name": "Octopus Deploy",
-        "product_description": "Octopus Deploy is a deployment automation tool for .NET applications. It simplifies the process of deploying applications, managing infrastructure, and orchestrating releases across different environments.",
-        "product_url": "https://octopus.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1888",
-        "product_name": "BMC Helix Automation Suite",
-        "product_description": "BMC Helix Automation Suite is a comprehensive automation platform for IT operations. It streamlines tasks, automates workflows, and ensures compliance across hybrid cloud and on-premises environments.",
-        "product_url": "https://www.bmc.com/it-solutions/bmc-helix.html",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1889",
-        "product_name": "Red Hat Ansible Tower",
-        "product_description": "Ansible Tower, now part of Red Hat, is an enterprise-grade automation platform. It extends the capabilities of Ansible by providing a web-based UI, role-based access control, and job scheduling for large-scale automation.",
-        "product_url": "https://www.redhat.com/en/technologies/management/ansible",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1890",
-        "product_name": "Microsoft Azure Management Groups",
-        "product_description": "Azure Management Groups enable organizations to organize and manage Azure resources at scale. They provide a level of scope above subscriptions to apply policies and access controls across multiple subscriptions.",
-        "product_url": "https://docs.microsoft.com/en-us/azure/governance/management-groups/overview",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1891",
-        "product_name": "IBM Cloud Account Management",
-        "product_description": "IBM Cloud Account Management allows organizations to manage multiple IBM Cloud accounts, providing a centralized view for billing, access control, and resource organization across various cloud services.",
-        "product_url": "https://www.ibm.com/cloud/account",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1892",
-        "product_name": "Alibaba Cloud Resource Management",
-        "product_description": "Alibaba Cloud Resource Management enables users to organize and manage cloud resources. It supports resource grouping, access control policies, and simplifies resource lifecycle management on the Alibaba Cloud platform.",
-        "product_url": "https://www.alibabacloud.com/product/resource-management",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1893",
-        "product_name": "Oracle Cloud Infrastructure Identity and Access Management (IAM)",
-        "product_description": "Oracle IAM is a comprehensive solution for managing access to Oracle Cloud resources. It includes features such as policies, groups, and compartments for effective resource organization and access control.",
-        "product_url": "https://docs.oracle.com/en-us/iaas/Content/Identity/getstarted/identity-domains.htm",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1894",
-        "product_name": "VMware Cloud Services Platform",
-        "product_description": "VMware Cloud Services Platform allows organizations to manage and govern their hybrid and multi-cloud environments. It provides unified management capabilities for both on-premises and cloud-based resources.",
-        "product_url": "https://cloudsolutions.vmware.com/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1895",
-        "product_name": "Cisco Crosswork Cloud",
-        "product_description": "Cisco Crosswork Cloud helps organizations manage and optimize their network infrastructure. It provides automation and orchestration capabilities to enhance network operations and ensure efficient resource utilization.",
-        "product_url": "https://www.cisco.com/c/en/us/products/cloud-systems-management/crosswork-cloud/index.html",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1896",
-        "product_name": "Microsoft Azure Arc",
-        "product_description": "Microsoft Azure Arc extends Azure services to on-premises, multi-cloud, and edge environments. It enables consistent management, security, and deployment of resources across diverse infrastructures.",
-        "product_url": "https://azure.microsoft.com/en-us/services/azure-arc/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1897",
-        "product_name": "Dell EMC Cloud for Microsoft Azure Stack",
-        "product_description": "Dell EMC Cloud for Microsoft Azure Stack provides a hybrid cloud platform, allowing organizations to run Azure-compatible services in their data centers. It offers consistent Azure experiences and services.",
-        "product_url": "https://azure.microsoft.com/en-us/overview/azure-stack/partners/dell-emc/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1898",
-        "product_name": "VMware Cloud on Dell EMC",
-        "product_description": "VMware Cloud on Dell EMC delivers a fully managed, on-premises cloud infrastructure. It integrates VMware's cloud services with Dell EMC hardware, providing a consistent cloud experience in the data center.",
-        "product_url": "https://docs.vmware.com/en/VMware-Cloud-on-Dell-EMC/index.html",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1899",
-        "product_name": "Cisco HyperFlex Edge",
-        "product_description": "Cisco HyperFlex Edge is a hyper-converged infrastructure solution designed for edge computing. It combines compute, storage, and networking resources to support applications in remote and distributed locations.",
-        "product_url": "https://www.cisco.com/c/en/us/products/hyperconverged-infrastructure/hyperflex-edge/index.html",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1900",
-        "product_name": "Lenovo ThinkAgile SX for Microsoft Azure Stack HCI",
-        "product_description": "Lenovo ThinkAgile SX for Microsoft Azure Stack HCI is a hyper-converged infrastructure solution. It integrates Lenovo hardware with Microsoft Azure Stack HCI, enabling on-premises cloud capabilities.",
-        "product_url": "https://www.lenovo.com/us/en/data-center/software/solutions/microsoft/azure-stack-hci/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1901",
-        "product_name": "Red Hat OpenShift Container Storage",
-        "product_description": "Red Hat OpenShift Container Storage provides scalable and resilient storage solutions for containerized applications. It can be deployed on-premises, in the cloud, or in a hybrid environment, offering flexibility for storage needs.",
-        "product_url": "https://www.openshift.com/products/container-storage",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1902",
-        "product_name": "NVIDIA Metropolis",
-        "product_description": "NVIDIA Metropolis is an AI platform for smart cities and video analytics. It provides solutions for processing and analyzing video feeds from cameras, enabling real-time insights and actionable intelligence.",
-        "product_url": "https://developer.nvidia.com/metropolis",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1903",
-        "product_name": "Intel OpenVINO Toolkit",
-        "product_description": "Intel OpenVINO (Open Visual Inference and Neural Network Optimization) Toolkit is a deep learning toolkit designed for computer vision applications. It allows developers to deploy pre-trained models on various hardware platforms for efficient inference.",
-        "product_url": "https://software.intel.com/content/www/us/en/develop/tools/openvino-toolkit.html",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1904",
-        "product_name": "Ambarella CVflow",
-        "product_description": "Ambarella CVflow is a computer vision and AI platform designed for edge devices. It provides hardware acceleration for video and image processing, making it suitable for applications such as smart cameras and edge analytics.",
-        "product_url": "https://www.ambarella.com/solutions/computer-vision/cvflow",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1905",
-        "product_name": "Qualcomm Vision Intelligence Platform",
-        "product_description": "Qualcomm Vision Intelligence Platform is designed for IoT devices, offering integrated AI processing capabilities. It enables edge devices to perform on-device machine learning tasks efficiently.",
-        "product_url": "https://developer.qualcomm.com/hardware/vertical-platforms/vision-intelligence-platform",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1906",
-        "product_name": "Google Coral",
-        "product_description": "Google Coral is a platform for building AI and machine learning applications at the edge. It includes hardware accelerators like the Edge TPU (Tensor Processing Unit) for running models on edge devices.",
-        "product_url": "https://coral.ai/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1907",
-        "product_name": "Xilinx Vitis AI",
-        "product_description": "Xilinx Vitis AI is an AI inference platform that leverages FPGA (Field-Programmable Gate Array) technology. It provides a hardware-accelerated solution for running deep learning models on edge devices.",
-        "product_url": "https://www.xilinx.com/products/design-tools/vitis/vitis-ai.html",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1908",
-        "product_name": "Hailo-8 AI Acceleration Module",
-        "product_description": "Hailo-8 is an AI acceleration module designed for edge devices. It offers high-performance deep learning inference capabilities, making it suitable for applications like smart cameras and edge computing.",
-        "product_url": "https://hailo.ai/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1909",
-        "product_name": "Samsung Exynos AI",
-        "product_description": "Samsung Exynos AI is a series of processors with built-in AI acceleration capabilities. It is designed for mobile and edge devices, providing efficient AI processing for various applications.",
-        "product_url": "https://www.samsung.com/semiconductor/minisite/exynos/products/exynos-processor-with-ai/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1910",
-        "product_name": "Horizon Robotics Sunrise",
-        "product_description": "Horizon Robotics Sunrise is an AI computing platform for edge devices. It offers solutions for smart cameras and other edge applications, providing real-time processing of visual data.",
-        "product_url": "https://www.horizon.ai/en/product.html",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1911",
-        "product_name": "MYRIAD (Intel Movidius)",
-        "product_description": "Intel Movidius Myriad is a family of vision processing units (VPUs) designed for edge AI applications. It enables devices to perform on-device inference for tasks like image recognition and object detection.",
-        "product_url": "https://software.intel.com/content/www/us/en/develop/tools/openvino-toolkit/hardware/myriad.html",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1912",
-        "product_name": "Google Cloud AI Platform Recommendations",
-        "product_description": "Google Cloud AI Platform Recommendations offers machine learning-based recommendation systems. It enables businesses to provide personalized content and product recommendations to users based on their preferences and behavior.",
-        "product_url": "https://cloud.google.com/ai-platform",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1913",
-        "product_name": "Microsoft Azure Personalizer",
-        "product_description": "Azure Personalizer is a part of Microsoft's AI services, offering personalized content and recommendations. It leverages reinforcement learning to dynamically adjust recommendations based on user interactions and feedback.",
-        "product_url": "https://azure.microsoft.com/en-us/services/cognitive-services/personalizer/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1914",
-        "product_name": "SAP Customer Data Cloud",
-        "product_description": "SAP Customer Data Cloud includes solutions for building personalized customer experiences. It enables businesses to create recommendation engines and deliver personalized content to users across various channels.",
-        "product_url": "https://www.sap.com/products/customer-data-cloud.html",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1915",
-        "product_name": "Salesforce Einstein Recommendations",
-        "product_description": "Salesforce Einstein Recommendations is an AI-powered recommendation engine that integrates with Salesforce's suite of CRM and marketing tools. It provides businesses with the ability to deliver personalized recommendations to customers.",
-        "product_url": "N/A",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1916",
-        "product_name": "Oracle Adaptive Intelligent Apps",
-        "product_description": "Oracle Adaptive Intelligent Apps include capabilities for building personalized recommendation systems. It leverages machine learning to analyze user behavior and deliver personalized content or product suggestions.",
-        "product_url": "https://docs.oracle.com/en/cloud/saas/adaptive-intelligent-apps/index.html",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1917",
-        "product_name": "Algorithmia",
-        "product_description": "Algorithmia is a machine learning operations (MLOps) platform that allows organizations to deploy and manage machine learning models, including recommendation systems. It supports the development of personalized user experiences.",
-        "product_url": "https://algorithmia.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1918",
-        "product_name": "Turi Create",
-        "product_description": "Turi Create, now part of Apple, is an open-source machine learning framework. It enables developers to build recommendation systems and other machine learning models using a user-friendly interface.",
-        "product_url": "https://github.com/apple/turicreate",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1919",
-        "product_name": "TensorFlow Recommenders",
-        "product_description": "TensorFlow Recommenders is an open-source library for building recommendation systems using TensorFlow. It provides tools and components for designing and training personalized recommendation models.",
-        "product_url": "https://www.tensorflow.org/recommenders",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1920",
-        "product_name": "Rasa NLU",
-        "product_description": "Rasa NLU is an open-source natural language understanding (NLU) library for building conversational AI applications. While not a direct substitute for AWS Personalize, it can be used to enhance user interactions and personalize conversational experiences.",
-        "product_url": "https://rasa.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1921",
-        "product_name": "Twilio SendGrid",
-        "product_description": "Twilio SendGrid is a cloud-based email delivery service that helps businesses send transactional and marketing emails. It offers features similar to AWS Pinpoint, allowing organizations to engage with their audience through personalized email communications.",
-        "product_url": "https://sendgrid.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1922",
-        "product_name": "Braze",
-        "product_description": "Braze is a customer engagement platform that enables businesses to deliver personalized and targeted messaging across various channels, including email, push notifications, and in-app messaging. It helps improve user engagement and retention.",
-        "product_url": "https://www.braze.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1923",
-        "product_name": "OneSignal",
-        "product_description": "OneSignal is a push notification and in-app messaging platform. It allows businesses to send personalized push notifications to users based on their preferences and behavior, enhancing user engagement on web and mobile applications.",
-        "product_url": "https://onesignal.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1924",
-        "product_name": "CleverTap",
-        "product_description": "CleverTap is a comprehensive mobile marketing platform that provides personalized messaging, push notifications, and in-app communication. It helps businesses create targeted and personalized user experiences to drive app engagement.",
-        "product_url": "https://clevertap.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1925",
-        "product_name": "Leanplum",
-        "product_description": "Leanplum is a mobile marketing platform that offers features for personalized messaging, push notifications, and in-app content. It helps businesses optimize user engagement and retention through targeted and customized communication.",
-        "product_url": "https://www.leanplum.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1926",
-        "product_name": "Airship",
-        "product_description": "Airship is a customer engagement platform that facilitates personalized messaging through channels like push notifications, in-app messaging, and SMS. It enables businesses to create tailored communication strategies for their audience.",
-        "product_url": "https://www.airship.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1927",
-        "product_name": "MoEngage",
-        "product_description": "MoEngage is a customer engagement platform that includes features for personalized messaging, push notifications, and in-app communication. It helps businesses deliver contextually relevant messages to their users.",
-        "product_url": "https://www.moengage.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1928",
-        "product_name": "Intercom",
-        "product_description": "Intercom is a customer messaging platform that allows businesses to engage with users through personalized chat, email, and in-app messages. It facilitates targeted communication to enhance user experience and satisfaction.",
-        "product_url": "https://www.intercom.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1929",
-        "product_name": "Sendinblue",
-        "product_description": "Sendinblue is an all-in-one marketing platform that includes email marketing, SMS, and transactional email services. It helps businesses create and manage personalized communication strategies for their audience.",
-        "product_url": "https://www.sendinblue.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1930",
-        "product_name": "Customer.io",
-        "product_description": "Customer.io is an automation platform for sending targeted and personalized messages based on user behavior. It allows businesses to create drip campaigns, email automation, and in-app messaging for a personalized user experience.",
-        "product_url": "https://customer.io/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1931",
-        "product_name": "Google Cloud Text-to-Speech (TTS)",
-        "product_description": "Google Cloud TTS converts text into natural-sounding speech, offering multilingual support and customization options for voice pitch and speed. It serves as an alternative to AWS Polly for generating dynamic audio content.",
-        "product_url": "https://cloud.google.com/text-to-speech",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1932",
-        "product_name": "Microsoft Azure Speech Service",
-        "product_description": "Azure Speech Service provides text-to-speech capabilities with customizable voices and natural intonation. It supports various languages and is suitable for applications requiring speech synthesis, making it an alternative to AWS Polly.",
-        "product_url": "https://azure.microsoft.com/en-us/products/ai-services/ai-speech",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1933",
-        "product_name": "IBM Watson Text to Speech",
-        "product_description": "IBM Watson Text to Speech offers cloud-based text-to-speech conversion with expressive and customizable voices. It's designed for developers to integrate natural-sounding speech into applications, serving as an alternative to AWS Polly.",
-        "product_url": "https://www.ibm.com/cloud/watson-text-to-speech",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1934",
-        "product_name": "Nuance Communications",
-        "product_description": "Nuance Communications provides a range of speech-related solutions, including text-to-speech technology. Their offerings cater to various industries, offering alternatives to AWS Polly for applications requiring high-quality speech synthesis.",
-        "product_url": "https://www.nuance.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1935",
-        "product_name": "iSpeech",
-        "product_description": "iSpeech is a cloud-based text-to-speech solution that offers natural-sounding voices for various applications. It provides an alternative to AWS Polly and is suitable for developers looking for speech synthesis capabilities.",
-        "product_url": "https://www.ispeech.org/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1936",
-        "product_name": "ResponsiveVoice",
-        "product_description": "ResponsiveVoice is a JavaScript library for text-to-speech conversion, providing an alternative for developers who want to implement speech synthesis directly within web applications, making it an alternative to AWS Polly.",
-        "product_url": "https://responsivevoice.org/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1937",
-        "product_name": "ReadSpeaker",
-        "product_description": "ReadSpeaker is a cloud-based text-to-speech service offering natural-sounding voices. It's designed for businesses looking to integrate speech synthesis into their applications, providing an alternative to AWS Polly.",
-        "product_url": "https://www.readspeaker.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1938",
-        "product_name": "Acapela Group",
-        "product_description": "Acapela Group delivers text-to-speech solutions with a diverse range of voices and language options. It caters to various industries, providing an alternative to AWS Polly for applications requiring speech synthesis.",
-        "product_url": "https://www.acapela-group.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1939",
-        "product_name": "Neospeech",
-        "product_description": "Neospeech offers text-to-speech solutions with lifelike voices and customizable options. It serves as an alternative to AWS Polly for developers seeking speech synthesis capabilities in applications and services.",
-        "product_url": "N/A",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1940",
-        "product_name": "Voicery",
-        "product_description": "Voicery is an AI-driven text-to-speech platform that allows developers to generate natural-sounding voices for various applications. It serves as an alternative to AWS Polly, offering voice customization and multilingual support.",
-        "product_url": "https://voicery.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1941",
-        "product_name": "Red Hat OpenShift",
-        "product_description": "OpenShift is a Kubernetes-based container platform that provides a developer-friendly environment for building, deploying, and scaling applications. It serves as an alternative to AWS Proton for container orchestration and application lifecycle management.",
-        "product_url": "https://www.openshift.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1942",
-        "product_name": "Rancher",
-        "product_description": "Rancher is an open-source container management platform that simplifies the deployment and management of Kubernetes clusters. It offers an alternative to AWS Proton for organizations seeking Kubernetes orchestration solutions.",
-        "product_url": "https://rancher.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1943",
-        "product_name": "CodePipeline (AWS)",
-        "product_description": "AWS CodePipeline is a fully managed CI/CD service that automates the build, test, and deployment phases of release pipelines. While it is an AWS service, it can be considered an alternative to AWS Proton for organizations with specific CI/CD requirements.",
-        "product_url": "https://aws.amazon.com/codepipeline/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1944",
-        "product_name": "Microsoft Power BI",
-        "product_description": "Power BI is a business analytics tool by Microsoft, offering interactive dashboards and data visualization capabilities. It provides an alternative to AWS QuickSight for creating insightful reports and dashboards.",
-        "product_url": "https://powerbi.microsoft.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1945",
-        "product_name": "Chartio",
-        "product_description": "Chartio is a cloud-based data exploration and visualization platform, enabling users to create interactive dashboards. It provides an alternative to AWS QuickSight for intuitive data analysis.",
-        "product_url": "https://chartio.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1946",
-        "product_name": "Periscope Data",
-        "product_description": "Periscope Data is an analytics platform that combines business intelligence with advanced analytics. It serves as an alternative to AWS QuickSight for organizations requiring powerful analytics and reporting.",
-        "product_url": "https://www.sisense.com/blog/periscope-data-is-now-sisense-for-cloud-data-teams/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1947",
-        "product_name": "Microsoft Azure SQL Database",
-        "product_description": "Azure SQL Database is a fully managed relational database service by Microsoft, offering high-performance and scalable database solutions. It competes with AWS RDS for organizations seeking a cloud-based relational database service.",
-        "product_url": "https://azure.microsoft.com/en-us/services/sql-database/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1948",
-        "product_name": "Alibaba Cloud ApsaraDB for RDS",
-        "product_description": "Alibaba Cloud ApsaraDB for RDS is a managed relational database service, providing options for MySQL, PostgreSQL, SQL Server, and more. It competes with AWS RDS in the global cloud database market.",
-        "product_url": "https://www.alibabacloud.com/rds",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1949",
-        "product_name": "Percona Cloud for MySQL",
-        "product_description": "Percona Cloud for MySQL is a fully managed database service that supports MySQL. It competes with AWS RDS for organizations looking for managed MySQL database solutions.",
-        "product_url": "https://www.percona.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1950",
-        "product_name": "Azure Database for PostgreSQL",
-        "product_description": "Azure Database for PostgreSQL is a fully managed database service on Microsoft Azure, supporting PostgreSQL. It serves as an alternative to AWS RDS for PostgreSQL workloads.",
-        "product_url": "https://azure.microsoft.com/en-us/services/postgresql/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1951",
-        "product_name": "Firebase Realtime Database",
-        "product_description": "Firebase Realtime Database is a NoSQL cloud database by Google, providing real-time data synchronization. While different from RDS, it is an alternative for organizations considering NoSQL solutions for specific use cases.",
-        "product_url": "https://firebase.google.com/docs/database",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1952",
-        "product_name": "CockroachDB",
-        "product_description": "While primarily a distributed SQL database, CockroachDB can handle analytical workloads and offers horizontal scalability. It serves as an alternative to AWS Redshift for organizations with hybrid transactional/analytical processing needs.",
-        "product_url": "https://www.cockroachlabs.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1953",
-        "product_name": "Panoply",
-        "product_description": "Panoply is a cloud data platform that includes a smart data warehouse. It provides an alternative to AWS Redshift, offering an end-to-end solution for data integration, storage, and analytics.",
-        "product_url": "https://www.panoply.io/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1954",
-        "product_name": "Google Cloud Vision API",
-        "product_description": "Google Cloud Vision API offers powerful image analysis capabilities, including object recognition, OCR, and facial detection. It competes with AWS Rekognition, providing advanced vision services for applications.",
-        "product_url": "https://cloud.google.com/vision",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1955",
-        "product_name": "Microsoft Azure Cognitive Services - Computer Vision",
-        "product_description": "Azure's Computer Vision service enables developers to extract information from images, supporting tasks like object recognition and image analysis. It is an alternative to AWS Rekognition for vision-related applications.",
-        "product_url": "https://azure.microsoft.com/en-us/services/cognitive-services/computer-vision/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1956",
-        "product_name": "IBM Watson Visual Recognition",
-        "product_description": "IBM's Visual Recognition service leverages machine learning to analyze and categorize visual content in images. It serves as an alternative to AWS Rekognition, offering comprehensive visual recognition capabilities.",
-        "product_url": "https://www.ibm.com/cloud/watson-visual-recognition",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1957",
-        "product_name": "OpenCV (Open Source Computer Vision Library)",
-        "product_description": "OpenCV is an open-source computer vision library widely used for image processing and computer vision tasks. It is a flexible alternative to AWS Rekognition, often integrated into custom vision applications.",
-        "product_url": "https://opencv.org/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1958",
-        "product_name": "Face++",
-        "product_description": "Face++ is a facial recognition platform that offers comprehensive face detection and analysis capabilities. It competes with AWS Rekognition in the facial recognition domain, providing tools for identity verification and more.",
-        "product_url": "https://www.faceplusplus.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1959",
-        "product_name": "Kairos",
-        "product_description": "Kairos provides facial recognition and emotion analysis services for applications. It serves as an alternative to AWS Rekognition, particularly for developers focused on building applications with facial recognition features.",
-        "product_url": "https://www.kairos.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1960",
-        "product_name": "Dlib",
-        "product_description": "Dlib is a C++ toolkit often used for machine learning and computer vision tasks, including facial recognition. It is an open-source alternative to AWS Rekognition for developers seeking customization and control over their vision applications.",
-        "product_url": "http://dlib.net/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1961",
-        "product_name": "Pico.js",
-        "product_description": "Pico.js is a lightweight JavaScript library for face detection. While not as comprehensive as AWS Rekognition, it offers a lightweight alternative for web developers looking to implement face detection in-browser.",
-        "product_url": "https://github.com/tehnokv/picojs",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1962",
-        "product_name": "Deep Vision",
-        "product_description": "Deep Vision provides a range of computer vision solutions, including image and video analysis. It serves as an alternative to AWS Rekognition, offering a suite of vision-related services for diverse applications.",
-        "product_url": "https://deepvision.io/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1963",
-        "product_name": "PagerDuty",
-        "product_description": "PagerDuty is a leading incident management platform, providing real-time alerts and collaboration tools. It serves as an alternative to AWS Resilience Hub, helping teams respond to incidents and maintain system reliability.",
-        "product_url": "https://www.pagerduty.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1964",
-        "product_name": "Datadog",
-        "product_description": "Datadog offers a comprehensive monitoring and analytics platform for cloud applications. It is an alternative to AWS Resilience Hub, providing visibility into system performance and aiding in the detection of potential issues.",
-        "product_url": "https://www.datadoghq.com/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1965",
-        "product_name": "New Relic",
-        "product_description": "New Relic is a monitoring and observability platform that helps organizations optimize and troubleshoot their applications. It competes with AWS Resilience Hub, offering insights into system performance and reliability.",
-        "product_url": "https://newrelic.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1966",
-        "product_name": "Chaos Engineering Tools (e.g., Chaos Monkey, Gremlin)",
-        "product_description": "Chaos engineering tools like Chaos Monkey and Gremlin enable deliberate experimentation on a system to identify weaknesses. They provide an alternative approach to AWS Resilience Hub for testing system resilience.",
-        "product_url": "https://www.gremlin.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1967",
-        "product_name": "Sysdig",
-        "product_description": "Sysdig is a container monitoring and security platform, offering visibility into containerized applications. It serves as an alternative to AWS Resilience Hub, particularly for organizations leveraging containerized environments.",
-        "product_url": "https://sysdig.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1968",
-        "product_name": "AppDynamics",
-        "product_description": "AppDynamics provides application performance monitoring and AIOps solutions. It competes with AWS Resilience Hub, offering insights into application behavior and performance.",
-        "product_url": "https://www.appdynamics.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1969",
-        "product_name": "Splunk",
-        "product_description": "Splunk is a data analytics and monitoring platform that helps organizations turn data into actionable insights. It is an alternative to AWS Resilience Hub, offering log analysis and monitoring capabilities.",
-        "product_url": "https://www.splunk.com/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1970",
-        "product_name": "VictorOps",
-        "product_description": "VictorOps is an incident management platform that facilitates collaboration during incidents. It serves as an alternative to AWS Resilience Hub, providing tools for incident response and resolution.",
-        "product_url": "https://victorops.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1971",
-        "product_name": "Loggly",
-        "product_description": "Loggly is a cloud-based log management and analytics platform. It competes with AWS Resilience Hub, offering log analysis and monitoring to identify and resolve issues in distributed systems.",
-        "product_url": "http://www.loggly.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1972",
-        "product_name": "Raygun",
-        "product_description": "Raygun is an application performance monitoring and error tracking solution. It serves as an alternative to AWS Resilience Hub, helping organizations identify and diagnose software errors for improved resilience.",
-        "product_url": "https://raygun.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1973",
-        "product_name": "Microsoft Azure Resource Graph",
-        "product_description": "Azure Resource Graph is a powerful querying service for exploring and querying Azure resources. It enables users to quickly discover and analyze resources within Azure, offering an alternative to AWS Resource Explorer.",
-        "product_url": "https://docs.microsoft.com/en-us/azure/governance/resource-graph/overview",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1974",
-        "product_name": "IBM Cloud Resource Controller",
-        "product_description": "IBM Cloud Resource Controller allows users to manage and explore resources on the IBM Cloud platform. It serves as an alternative to AWS Resource Explorer, providing insights and control over IBM Cloud resources.",
-        "product_url": "https://cloud.ibm.com/catalog/services/resource-controller",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1975",
-        "product_name": "HashiCorp Terraform Cloud",
-        "product_description": "Terraform Cloud by HashiCorp is an infrastructure as code (IaC) platform that allows users to manage and visualize their infrastructure. It offers an alternative approach to resource exploration and management compared to AWS Resource Explorer.",
-        "product_url": "https://www.hashicorp.com/products/terraform",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1976",
-        "product_name": "Datadog Infrastructure Monitoring",
-        "product_description": "Datadog Infrastructure Monitoring is a platform for monitoring and analyzing infrastructure performance. It serves as an alternative to AWS Resource Explorer, providing insights into the health and performance of various resources.",
-        "product_url": "https://www.datadoghq.com/product/infrastructure-monitoring/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1977",
-        "product_name": "Red Hat CloudForms",
-        "product_description": "Red Hat CloudForms is a multi-cloud management platform that provides visibility and control over resources. It serves as an alternative to AWS Resource Explorer, supporting resource exploration and management in hybrid cloud environments.",
-        "product_url": "https://www.redhat.com/en/technologies/cloud-computing/cloudforms",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1978",
-        "product_name": "SolarWinds Server & Application Monitor (SAM)",
-        "product_description": "SolarWinds SAM is a monitoring and management tool for servers and applications. It offers an alternative to AWS Resource Explorer by providing insights into the health and performance of servers and applications in diverse environments.",
-        "product_url": "https://www.solarwinds.com/server-application-monitor",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1979",
-        "product_name": "ROS (Robot Operating System)",
-        "product_description": "ROS is an open-source middleware framework for building robotics applications. It provides a flexible and modular architecture for developing and controlling robots, serving as a fundamental alternative to AWS RoboMaker.",
-        "product_url": "http://www.ros.org/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1980",
-        "product_name": "Gazebo",
-        "product_description": "Gazebo is a multi-robot simulation environment widely used in robotics research and development. It allows developers to simulate and test robotic systems, offering an alternative simulation solution to AWS RoboMaker.",
-        "product_url": "http://gazebosim.org/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1981",
-        "product_name": "Webots",
-        "product_description": "Webots is a professional robot simulation software used for modeling, simulating, and testing robots. It provides an alternative environment for developing and validating robotic applications without the need for AWS RoboMaker.",
-        "product_url": "https://www.cyberbotics.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1982",
-        "product_name": "MATLAB Robotics System Toolbox",
-        "product_description": "MATLAB Robotics System Toolbox provides tools for designing, simulating, and testing robotics algorithms. It offers an alternative to AWS RoboMaker for researchers and engineers working on robotic applications.",
-        "product_url": "https://www.mathworks.com/products/robotics.html",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1983",
-        "product_name": "Microsoft Robotics Developer Studio (RDS)",
-        "product_description": "Microsoft RDS is a set of tools for developing robotics applications on the Windows platform. It offers an alternative development environment to AWS RoboMaker, supporting the creation of robotic systems.",
-        "product_url": "https://www.microsoft.com/en-us/download/details.aspx?id=29081",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1984",
-        "product_name": "Ignition Robotics",
-        "product_description": "Ignition Robotics is a robotics simulation platform that includes tools for building and testing robotic systems. It provides an alternative to AWS RoboMaker for simulation and development purposes.",
-        "product_url": "https://ignitionrobotics.org/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1985",
-        "product_name": "CoppeliaSim",
-        "product_description": "CoppeliaSim, formerly known as V-REP, is a versatile robot simulation software. It enables users to model and simulate robotic systems, making it a viable alternative to AWS RoboMaker for simulation-based development.",
-        "product_url": "https://www.coppeliarobotics.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1986",
-        "product_name": "Autoware",
-        "product_description": "Autoware is an open-source platform for autonomous vehicles. It includes modules for perception, planning, and control. Autoware serves as an alternative to AWS RoboMaker for developers working on autonomous vehicle applications.",
-        "product_url": "https://autoware.org/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1987",
-        "product_name": "RobotPy",
-        "product_description": "RobotPy is a set of Python libraries for programming robots using the FIRST Robotics Competition (FRC) control system. It provides an alternative to AWS RoboMaker for Python-centric robot development in the FRC community.",
-        "product_url": "https://robotpy.readthedocs.io/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1988",
-        "product_name": "ROS 2 (Robot Operating System 2)",
-        "product_description": "ROS 2 is the next generation of the Robot Operating System, designed to improve and expand upon the capabilities of ROS. It offers an alternative middleware framework to AWS RoboMaker, supporting modern robotics applications.",
-        "product_url": "https://docs.ros.org/en/rolling/index.html",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1989",
-        "product_name": "Microsoft Azure DNS",
-        "product_description": "Azure DNS is Microsoft's cloud-based DNS service that offers high-performance and secure domain name resolution. It integrates seamlessly with other Azure services, providing an alternative DNS solution to AWS Route 53.",
-        "product_url": "https://azure.microsoft.com/en-us/services/dns/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1990",
-        "product_name": "Dyn (Oracle Cloud Infrastructure DNS)",
-        "product_description": "Dyn, now part of Oracle Cloud Infrastructure, provides DNS services with global coverage. It offers advanced traffic management and domain registration capabilities, presenting an alternative to AWS Route 53.",
-        "product_url": "https://www.oracle.com/cloud/networking/dns/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1991",
-        "product_name": "Namecheap",
-        "product_description": "Namecheap is a popular domain registrar that also offers DNS hosting services. It provides a user-friendly interface for managing domain settings and DNS records, serving as an alternative to AWS Route 53.",
-        "product_url": "https://www.namecheap.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1992",
-        "product_name": "Bluehost",
-        "product_description": "Bluehost is a web hosting provider that includes DNS management as part of its services. It is suitable for users looking for an integrated solution for web hosting and DNS, providing an alternative to AWS Route 53.",
-        "product_url": "https://www.bluehost.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1993",
-        "product_name": "DNS Made Easy",
-        "product_description": "DNS Made Easy is a DNS service provider known for its speed and reliability. It offers features like load balancing and failover, making it a robust alternative to AWS Route 53 for DNS management.",
-        "product_url": "https://dnsmadeeasy.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1994",
-        "product_name": "Akamai Fast DNS",
-        "product_description": "Akamai Fast DNS is a cloud-based DNS solution that focuses on global scalability and performance. It is designed to handle high traffic volumes and provide low-latency DNS resolution, serving as an alternative to AWS Route 53.",
-        "product_url": "https://www.akamai.com/products/edge-dns",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "1995",
-        "product_name": "NS1",
-        "product_description": "NS1 is an intelligent DNS and traffic management platform. It offers real-time data-driven decision-making for DNS resolution and traffic steering, making it an alternative choice to AWS Route 53.",
-        "product_url": "https://ns1.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1996",
-        "product_name": "EasyDNS",
-        "product_description": "EasyDNS is a Canadian-based domain registrar and DNS hosting provider. It offers DNS services with a focus on security and reliability, making it a suitable alternative to AWS Route 53 for domain management and resolution.",
-        "product_url": "https://www.easydns.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1997",
-        "product_name": "SwiftStack",
-        "product_description": "A software-defined storage solution providing scalable and flexible object storage capabilities with S3 compatibility, ideal for on-premises and hybrid cloud deployments.",
-        "product_url": "https://www.swiftstack.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1998",
-        "product_name": "Cloudian HyperStore",
-        "product_description": "An on-premises object storage platform compatible with S3, offering scalability, data durability, and seamless integration with existing infrastructure.",
-        "product_url": "https://www.cloudian.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "1999",
-        "product_name": "Quantum ActiveScale",
-        "product_description": "Object storage system designed for on-premises environments, supporting S3 compatibility and providing scalable, secure, and efficient data storage.",
-        "product_url": "https://www.quantum.com/en/products/object-storage/activescale/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "2000",
-        "product_name": "Seagate Lyve Cloud",
-        "product_description": "A private cloud storage solution designed for on-premises deployment, providing S3-compatible object storage with simplicity and cost-effectiveness.",
-        "product_url": "https://www.seagate.com/cloud/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "2001",
-        "product_name": "Google AI Platform",
-        "product_description": "Google's ML platform facilitates the development, training, and deployment of machine learning models at scale, integrating with TensorFlow and offering robust AI capabilities.",
-        "product_url": "https://cloud.google.com/ai-platform",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "2002",
-        "product_name": "Microsoft Azure Machine Learning",
-        "product_description": "Azure's ML service empowers users to build, train, and deploy models seamlessly, leveraging diverse tools and frameworks with advanced analytics and integration capabilities.",
-        "product_url": "https://azure.microsoft.com/en-us/services/machine-learning/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "2003",
-        "product_name": "Databricks MLflow",
-        "product_description": "MLflow provides an open-source platform for managing the end-to-end machine learning lifecycle, supporting experimentation, reproducibility, and collaboration among data scientists.",
-        "product_url": "https://mlflow.org/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "2004",
-        "product_name": "Amazon SageMaker Studio",
-        "product_description": "An integrated development environment for SageMaker, Studio streamlines the machine learning workflow, enabling data scientists to build, train, and deploy models efficiently.",
-        "product_url": "https://aws.amazon.com/sagemaker/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "2005",
-        "product_name": "TensorFlow Extended (TFX)",
-        "product_description": "An end-to-end platform for deploying production-ready machine learning models, TFX facilitates scalable and reliable model deployment and management across diverse environments.",
-        "product_url": "https://www.tensorflow.org/tfx",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "2006",
-        "product_name": "CyberArk Conjur",
-        "product_description": "A privileged access management solution, Conjur automates secrets provisioning, rotation, and access control, enhancing security and compliance for modern cloud-native environments.",
-        "product_url": "https://www.cyberark.com/products/privileged-access-management/conjur",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "2007",
-        "product_name": "Google Cloud Secret Manager",
-        "product_description": "Google's solution centralizes and manages API keys, passwords, and certificates, providing a secure, scalable platform for secret storage and distribution.",
-        "product_url": "https://cloud.google.com/secret-manager",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "2008",
-        "product_name": "Thycotic Secret Server",
-        "product_description": "A comprehensive privileged access management solution, Secret Server safeguards and manages privileged account credentials, enhancing security and compliance posture.",
-        "product_url": "https://thycotic.com/products/secret-server/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "2009",
-        "product_name": "1Password Business",
-        "product_description": "A password manager for teams, 1Password Business securely stores and manages sensitive information, facilitating access control and ensuring data protection.",
-        "product_url": "https://1password.com/business/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "2010",
-        "product_name": "LastPass Enterprise",
-        "product_description": "A cloud-based password management solution, LastPass Enterprise streamlines access management, offering secure storage and convenient sharing of credentials.",
-        "product_url": "https://www.lastpass.com/business-password-manager",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "2011",
-        "product_name": "Keeper Business",
-        "product_description": "A robust cybersecurity platform, Keeper Business provides secure storage and management of passwords, ensuring strong encryption and access control.",
-        "product_url": "https://keepersecurity.com/business.html",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "2012",
-        "product_name": "Vault by AppsCode",
-        "product_description": "An open-source, Kubernetes-native secrets manager, Vault simplifies secrets management in containerized environments, enhancing security for microservices applications.",
-        "product_url": "https://appscode.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "2013",
-        "product_name": "IBM Cloud Pak for Security",
-        "product_description": "An open, integrated security platform, Cloud Pak for Security provides threat intelligence, automation, and orchestration to detect, respond, and mitigate security risks across hybrid cloud environments.",
-        "product_url": "https://www.ibm.com/cloud/cloud-pak-for-security",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "2014",
-        "product_name": "Qualys Cloud Platform",
-        "product_description": "A cloud-based security and compliance platform, Qualys provides vulnerability management, threat protection, and policy compliance for a holistic security posture.",
-        "product_url": "https://www.qualys.com/cloud-platform/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "2015",
-        "product_name": "CrowdStrike Falcon",
-        "product_description": "An endpoint protection platform, Falcon delivers cloud-native security with AI-driven threat detection, response capabilities, and endpoint visibility, ensuring comprehensive threat prevention.",
-        "product_url": "https://www.crowdstrike.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "2016",
-        "product_name": "Palo Alto Networks Cortex XDR",
-        "product_description": "Cortex XDR is an extended detection and response platform offering advanced threat detection, investigation, and response across endpoints, networks, and clouds.",
-        "product_url": "https://www.paloaltonetworks.com/cortex/cortex-xdr",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "2017",
-        "product_name": "Carbon Black Cloud",
-        "product_description": "VMware Carbon Black Cloud provides endpoint protection, detection, and response, leveraging cloud-native technologies to secure endpoints and workloads effectively.",
-        "product_url": "https://www.carbonblack.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "2018",
-        "product_name": "Symantec Cyber Security Services",
-        "product_description": "Symantec's cybersecurity services offer a range of solutions, including threat detection, incident response, and managed security services, to protect against evolving cyber threats.",
-        "product_url": "N/A",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "2019",
-        "product_name": "Google Cloud Functions",
-        "product_description": "Google's serverless compute service enables developers to build and deploy event-driven functions, simplifying application development without managing infrastructure.",
-        "product_url": "https://cloud.google.com/functions",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "2020",
-        "product_name": "Microsoft Azure Functions",
-        "product_description": "Azure's serverless compute offering allows developers to build, deploy, and scale applications without managing infrastructure, responding to events and triggers dynamically.",
-        "product_url": "https://azure.microsoft.com/en-us/services/functions/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "2021",
-        "product_name": "IBM Cloud Functions",
-        "product_description": "An event-driven compute service, Cloud Functions on IBM Cloud enables developers to build and deploy serverless applications with automatic scaling and event handling.",
-        "product_url": "https://www.ibm.com/cloud/functions",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "2022",
-        "product_name": "Oracle Functions",
-        "product_description": "Oracle's serverless compute service empowers developers to deploy and run functions without infrastructure management, responding to events and triggers seamlessly.",
-        "product_url": "https://docs.oracle.com/en/database/oracle/oracle-database/19/sqlrf/Functions.html",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "2023",
-        "product_name": "OpenFaaS",
-        "product_description": "An open-source serverless framework, OpenFaaS simplifies the deployment of functions using Docker containers, providing a platform-agnostic approach to serverless computing.",
-        "product_url": "https://www.openfaas.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "2024",
-        "product_name": "Apache OpenWhisk",
-        "product_description": "An open-source serverless platform, OpenWhisk supports the deployment of functions in response to events, offering flexibility and scalability for serverless application development.",
-        "product_url": "https://openwhisk.apache.org/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "2025",
-        "product_name": "Nuclio",
-        "product_description": "An open-source serverless framework, Nuclio is designed for high-performance workloads, providing rapid development and deployment of functions in various programming languages.",
-        "product_url": "https://nuclio.io/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "2026",
-        "product_name": "Kubeless",
-        "product_description": "A Kubernetes-native serverless framework, Kubeless enables the deployment of functions on Kubernetes clusters, integrating with existing infrastructure seamlessly.",
-        "product_url": "https://kubeless.io/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "2027",
-        "product_name": "Serverless Framework",
-        "product_description": "An open-source framework for building serverless applications, Serverless Framework supports multiple cloud providers, offering simplicity and flexibility in deployment.",
-        "product_url": "https://www.serverless.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "2028",
-        "product_name": "Nimbella",
-        "product_description": "A serverless computing platform, Nimbella simplifies the development and deployment of serverless functions, providing a multi-cloud solution for scalable and event-driven applications.",
-        "product_url": "N/A",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "2029",
-        "product_name": "Google Cloud Service Directory",
-        "product_description": "Google's solution enables centralized management and discovery of microservices, providing a catalog for service registration, lookup, and metadata.",
-        "product_url": "https://cloud.google.com/service-directory",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "2030",
-        "product_name": "Microsoft Azure Blueprints",
-        "product_description": "Azure Blueprints offer predefined templates and artifacts to streamline the deployment of compliant and standardized environments, enhancing governance and control.",
-        "product_url": "https://azure.microsoft.com/en-us/services/blueprints/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "2031",
-        "product_name": "Chef Infra",
-        "product_description": "Chef automates infrastructure configuration and management, using a code-driven approach to ensure consistency and compliance across environments.",
-        "product_url": "https://www.chef.io/products/chef-infra/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "2032",
-        "product_name": "Red Hat OpenShift",
-        "product_description": "OpenShift is a Kubernetes-based container platform that streamlines application deployment, scaling, and management, providing a developer-friendly environment.",
-        "product_url": "https://www.openshift.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "2033",
-        "product_name": "ServiceNow IT Service Management",
-        "product_description": "ServiceNow's ITSM solution offers a comprehensive catalog for IT services, automating workflows and enhancing collaboration to improve service delivery.",
-        "product_url": "https://www.servicenow.com/products/it-service-management.html",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "2034",
-        "product_name": "Google Workspace (formerly G Suite) Gmail",
-        "product_description": "Google's email platform provides reliable and secure email services, offering robust collaboration features and integration with other Google Workspace applications.",
-        "product_url": "https://workspace.google.com/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "2035",
-        "product_name": "Microsoft 365 Exchange Online",
-        "product_description": "Part of the Microsoft 365 suite, Exchange Online delivers secure and scalable email services with advanced features, ensuring efficient communication and collaboration.",
-        "product_url": "https://www.microsoft.com/en-us/microsoft-365/exchange/email",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "2036",
-        "product_name": "SendGrid",
-        "product_description": "A cloud-based email delivery platform, SendGrid simplifies email sending and tracking, offering scalability and deliverability optimization for marketing and transactional emails.",
-        "product_url": "https://sendgrid.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "2037",
-        "product_name": "Mailgun",
-        "product_description": "A developer-focused email service, Mailgun facilitates email sending and management through APIs, providing analytics and deliverability features for transactional and marketing emails.",
-        "product_url": "https://www.mailgun.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "2038",
-        "product_name": "Elastic Email",
-        "product_description": "An email delivery service, Elastic Email offers scalable and reliable email sending capabilities, with features like email tracking and automation for marketing campaigns.",
-        "product_url": "https://elasticemail.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "2039",
-        "product_name": "SparkPost",
-        "product_description": "SparkPost is a cloud-based email delivery service designed for high-performance, providing scalable and reliable email infrastructure for transactional and marketing emails.",
-        "product_url": "https://www.sparkpost.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "2040",
-        "product_name": "Postmark",
-        "product_description": "Postmark is a transactional email service focused on fast and reliable email delivery, ensuring high deliverability rates for critical transactional emails.",
-        "product_url": "https://postmarkapp.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "2041",
-        "product_name": "Mailchimp",
-        "product_description": "Known for marketing automation, Mailchimp includes an email service for campaigns, offering design tools, analytics, and segmentation for effective email marketing.",
-        "product_url": "https://mailchimp.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "2042",
-        "product_name": "Amazon WorkMail",
-        "product_description": "AWS's email and calendaring service, Amazon WorkMail provides a secure and scalable solution for business communication, integrating with other AWS services.",
-        "product_url": "https://aws.amazon.com/workmail/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "2043",
-        "product_name": "Zoho Mail",
-        "product_description": "Zoho Mail is a secure and feature-rich email platform, offering collaboration tools, customizable domains, and a user-friendly interface for businesses of all sizes.",
-        "product_url": "https://www.zoho.com/mail/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "2044",
-        "product_name": "Cloudflare DDoS Protection",
-        "product_description": "Cloudflare provides robust DDoS protection services, securing websites and applications from volumetric, application-layer, and sophisticated attacks with a global network.",
-        "product_url": "https://www.cloudflare.com/ddos/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "2045",
-        "product_name": "Akamai Kona Site Defender",
-        "product_description": "Akamai's web application firewall (WAF) and DDoS protection solution safeguard against cyber threats, ensuring availability and performance for online applications.",
-        "product_url": "https://www.akamai.com/products/app-and-api-protector",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "2046",
-        "product_name": "Radware Cloud DDoS Protection",
-        "product_description": "Radware's cloud-based DDoS protection solution defends against volumetric and application-layer attacks, ensuring uninterrupted availability for online services.",
-        "product_url": "https://www.radware.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "2047",
-        "product_name": "F5 Silverline DDoS Protection",
-        "product_description": "F5's cloud-based DDoS protection service safeguards against attacks, providing detection, mitigation, and reporting to ensure uninterrupted business operations.",
-        "product_url": "https://community.f5.com/kb/technicalarticles/f5-silverline-ddos-protection-faq/278344",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "2048",
-        "product_name": "Arbor Cloud DDoS Protection",
-        "product_description": "Arbor Cloud offers DDoS protection services, leveraging global threat intelligence and mitigation capabilities to defend against large-scale and complex attacks.",
-        "product_url": "https://www.netscout.com/arbor",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "2049",
-        "product_name": "Neustar UltraDDoS Protect",
-        "product_description": "Neustar's DDoS protection solution provides real-time threat intelligence and mitigation, ensuring the availability and performance of online applications and services.",
-        "product_url": "https://www.home.neustar/products/ddos-protection/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "2050",
-        "product_name": "Cloudbric DDoS Protection",
-        "product_description": "Cloudbric offers cloud-based DDoS protection, utilizing artificial intelligence and machine learning to detect and mitigate evolving cyber threats.",
-        "product_url": "https://www.cloudbric.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "2051",
-        "product_name": "DOSarrest DDoS Protection",
-        "product_description": "DOSarrest provides cloud-based DDoS protection services, defending against a range of attacks to ensure the availability and security of online assets.",
-        "product_url": "https://www.dosarrest.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "2052",
-        "product_name": "Sucuri Website Firewall",
-        "product_description": "Sucuri's web application firewall protects websites from DDoS attacks and web threats, providing real-time monitoring, detection, and mitigation for online security.",
-        "product_url": "https://sucuri.net/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "2053",
-        "product_name": "GCP Cloud Key Management Service",
-        "product_description": "Google Cloud's key management solution supports digital signatures, providing a secure and scalable way to verify the authenticity and integrity of data.",
-        "product_url": "https://cloud.google.com/kms",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "2054",
-        "product_name": "DigiCert Code Signing",
-        "product_description": "DigiCert provides code signing certificates to authenticate software, ensuring the integrity and origin of applications through digital signatures.",
-        "product_url": "https://www.digicert.com/code-signing/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "2055",
-        "product_name": "Thales nShield HSMs",
-        "product_description": "Thales's hardware security modules (HSMs) offer a secure environment for cryptographic operations, including digital signatures, enhancing the security of applications and data.",
-        "product_url": "https://cpl.thalesgroup.com/encryption/hardware-security-modules",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "2056",
-        "product_name": "Sectigo Code Signing",
-        "product_description": "Sectigo provides code signing certificates to validate the authenticity and integrity of software, securing applications through digital signatures.",
-        "product_url": "https://www.sectigo.com/ssl-certificates-tls/code-signing",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "2057",
-        "product_name": "SignServer",
-        "product_description": "SignServer is an open-source solution for digital signing, supporting various cryptographic algorithms and providing a flexible platform for secure digital signatures.",
-        "product_url": "https://www.signserver.org/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "2058",
-        "product_name": "GlobalSign Code Signing",
-        "product_description": "GlobalSign offers code signing certificates to ensure the authenticity and integrity of software, safeguarding applications through digital signatures.",
-        "product_url": "https://www.globalsign.com/en/code-signing",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "2059",
-        "product_name": "Google Transfer Appliance",
-        "product_description": "Google's solution facilitates large-scale data transfers by shipping storage appliances, streamlining the migration of data to Google Cloud.",
-        "product_url": "https://cloud.google.com/transfer-appliance",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "2060",
-        "product_name": "Microsoft Azure Data Box",
-        "product_description": "Azure's physical data transfer solution enables secure and efficient movement of large volumes of data to and from the cloud, enhancing data migration workflows.",
-        "product_url": "https://azure.microsoft.com/en-us/products/databox/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "2061",
-        "product_name": "IBM Cloud Mass Data Migration",
-        "product_description": "IBM's service allows organizations to transfer massive amounts of data securely using physical appliances, ensuring efficient and reliable cloud data migration.",
-        "product_url": "https://www.ibm.com/cloud/mass-data-migration",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "2062",
-        "product_name": "Oracle Cloud Data Transfer Appliance",
-        "product_description": "Oracle's solution enables organizations to move large datasets to Oracle Cloud securely, utilizing physical devices for efficient and accelerated data transfer.",
-        "product_url": "https://www.oracle.com/cloud/storage/data-transfer/faq/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
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-        "id": "2063",
-        "product_name": "Backblaze B2 Fireball",
-        "product_description": "Backblaze's physical data transfer appliance simplifies the process of moving large datasets to and from the Backblaze B2 Cloud Storage service.",
-        "product_url": "https://www.backblaze.com/cloud-storage/features/fireball-data-migration",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "2064",
-        "product_name": "Wasabi Ball Transfer",
-        "product_description": "Wasabi's data transfer solution utilizes physical devices for secure and rapid movement of large datasets to and from Wasabi Hot Cloud Storage.",
-        "product_url": "https://wasabi.com/cloud-storage-pricing/#wasabi-ball-transfer",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "2065",
-        "product_name": "Seagate Data Transfer Appliance",
-        "product_description": "Seagate's solution offers physical data transfer capabilities, allowing organizations to move large volumes of data efficiently and securely to the cloud.",
-        "product_url": "https://www.seagate.com/products/data-transport/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "2066",
-        "product_name": "NetApp Cloud Sync",
-        "product_description": "NetApp's cloud data synchronization service streamlines the transfer of data to and from various cloud providers, providing a scalable and efficient solution.",
-        "product_url": "https://docs.netapp.com/us-en/occm38/concept_cloud_sync.html",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "2067",
-        "product_name": "Iron Mountain InSight",
-        "product_description": "Iron Mountain's data management solution includes physical transfer services, ensuring secure and compliant movement of data to the cloud.",
-        "product_url": "https://www.ironmountain.com/data-management/insight",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "2068",
-        "product_name": "Snowflake Data Exchange",
-        "product_description": "Snowflake's platform enables secure and collaborative data sharing between organizations, facilitating efficient and controlled data exchange in the cloud.",
-        "product_url": "https://www.snowflake.com/product/data-exchange/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "2069",
-        "product_name": "Kafka Streams",
-        "product_description": "A library for building real-time streaming applications, Kafka Streams leverages the Apache Kafka platform for processing and analyzing data in real-time.",
-        "product_url": "https://kafka.apache.org/documentation/streams/",
-        "open_source": "t",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "2070",
-        "product_name": "Microsoft Azure Queue Storage",
-        "product_description": "Azure's queue service allows decoupling of components in distributed applications, ensuring reliable and scalable asynchronous communication for improved resilience.",
-        "product_url": "https://azure.microsoft.com/en-us/services/storage/queues/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "2071",
-        "product_name": "Microsoft Endpoint Configuration Manager",
-        "product_description": "Microsoft's endpoint management solution provides comprehensive device management, ensuring secure and efficient administration of Windows devices across organizations.",
-        "product_url": "https://docs.microsoft.com/en-us/mem/configmgr/core/understand/introduction",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "2072",
-        "product_name": "SaltStack Enterprise",
-        "product_description": "SaltStack automates IT operations, offering configuration management and orchestration for efficient infrastructure management, with scalability and flexibility.",
-        "product_url": "https://www.saltstack.com/solutions/saltstack-enterprise/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "2073",
-        "product_name": "ManageEngine Desktop Central",
-        "product_description": "Desktop Central provides unified endpoint management, ensuring comprehensive management of servers, desktops, and mobile devices for IT administrators.",
-        "product_url": "https://www.manageengine.com/desktop-central/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "2074",
-        "product_name": "SolarWinds N-central",
-        "product_description": "N-central is a remote monitoring and management platform, providing comprehensive IT management capabilities for network infrastructure, servers, and endpoints.",
-        "product_url": "https://www.solarwindsmsp.com/products/n-central",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "2075",
-        "product_name": "Ivanti Endpoint Manager",
-        "product_description": "Ivanti's unified endpoint management solution streamlines IT operations, ensuring efficient administration and security management of diverse endpoints.",
-        "product_url": "https://www.ivanti.com/products/endpoint-manager",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "2076",
-        "product_name": "BMC Helix ITSM",
-        "product_description": "BMC's Helix IT Service Management offers a comprehensive solution for IT service delivery, ensuring streamlined incident, problem, and change management processes.",
-        "product_url": "https://www.bmc.com/it-solutions/helix-itsm.html",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "2077",
-        "product_name": "ServiceNow IT Operations Management",
-        "product_description": "ServiceNow's ITOM suite provides integrated solutions for IT operations management, ensuring efficient and proactive management of IT infrastructure and services.",
-        "product_url": "https://www.servicenow.com/products/it-operations-management.html",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "2078",
-        "product_name": "Microsoft Logic Apps",
-        "product_description": "Logic Apps offer serverless workflow automation, allowing users to build and execute workflows with seamless integration across various Azure services.",
-        "product_url": "https://azure.microsoft.com/en-us/services/logic-apps/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "2079",
-        "product_name": "IBM Cloud Functions",
-        "product_description": "IBM's serverless platform enables the creation of event-driven workflows using functions, ensuring efficient orchestration of tasks and processes in response to events.",
-        "product_url": "https://www.ibm.com/cloud/functions",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "2080",
-        "product_name": "AWS Glue",
-        "product_description": "AWS Glue is a fully managed extract, transform, and load (ETL) service, providing serverless data integration for building and orchestrating data workflows.",
-        "product_url": "https://aws.amazon.com/glue/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "2081",
-        "product_name": "Celery",
-        "product_description": "An open-source distributed task queue system, Celery enables the execution of distributed and asynchronous workflows, supporting the parallel processing of tasks.",
-        "product_url": "http://www.celeryproject.org/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "2082",
-        "product_name": "Pega Platform",
-        "product_description": "Pega's low-code application development platform includes workflow automation capabilities, allowing users to design and deploy end-to-end business processes seamlessly.",
-        "product_url": "https://www.pega.com/products/pega-platform",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "2083",
-        "product_name": "Azure File Sync",
-        "product_description": "Microsoft's solution synchronizes on-premises file servers with Azure Files, providing scalable and distributed file storage for seamless hybrid cloud integration.",
-        "product_url": "https://azure.microsoft.com/en-us/services/storage/files/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "2084",
-        "product_name": "Dell EMC Cloud Tiering Appliance",
-        "product_description": "Dell EMC's solution automates data tiering between on-premises and cloud storage, optimizing data placement for cost-effective and scalable storage management.",
-        "product_url": "https://www.dell.com/support/home/en-us/product-support/product/cloud-tiering-appliance/docs",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "2085",
-        "product_name": "StarWind Cloud VTL for AWS and Veeam",
-        "product_description": "StarWind's Virtual Tape Library (VTL) solution integrates on-premises backup infrastructure with AWS S3, providing efficient data archiving and storage management.",
-        "product_url": "https://www.starwindsoftware.com/starwind-cloud-vtl-for-veeam",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "2086",
-        "product_name": "Nasuni Cloud File Services",
-        "product_description": "Nasuni offers a cloud-native file storage solution, enabling organizations to consolidate and manage file data across on-premises and cloud environments.",
-        "product_url": "https://www.nasuni.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "2087",
-        "product_name": "HPE Cloud Volumes",
-        "product_description": "HPE's storage solution provides scalable and flexible block storage in the cloud, ensuring seamless integration with on-premises infrastructure for data mobility.",
-        "product_url": "https://www.cloudvolumes.hpe.com/welcome/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "2088",
-        "product_name": "StorMagic SvSAN",
-        "product_description": "StorMagic's virtual SAN solution ensures high availability and data mirroring across on-premises and cloud environments, providing efficient storage management.",
-        "product_url": "https://stormagic.com/svsan/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "2089",
-        "product_name": "Microsoft Azure Cognitive Services - Form Recognizer",
-        "product_description": "Azure Form Recognizer automates data extraction from forms and documents, using machine learning to identify and extract information accurately.",
-        "product_url": "https://azure.microsoft.com/en-us/services/cognitive-services/form-recognizer/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "2090",
-        "product_name": "IBM Watson Discovery",
-        "product_description": "Watson Discovery leverages natural language processing to extract insights from unstructured data, including text and documents, offering powerful data enrichment capabilities.",
-        "product_url": "https://www.ibm.com/cloud/watson-discovery",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "2091",
-        "product_name": "Abbyy FineReader",
-        "product_description": "Abbyy's optical character recognition (OCR) software automates text extraction from documents, ensuring accurate and efficient data capture for various industries.",
-        "product_url": "https://www.abbyy.com/en-us/finereader/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "2092",
-        "product_name": "Rosoka",
-        "product_description": "Rosoka's natural language processing solution extracts information and entities from unstructured data, offering multilingual support for efficient data analysis.",
-        "product_url": "https://www.rosoka.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "2093",
-        "product_name": "Ephesoft Transact",
-        "product_description": "Ephesoft's intelligent document processing platform automates data extraction from documents, improving document classification and data capture accuracy.",
-        "product_url": "https://ephesoft.com/products/transact/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "2094",
-        "product_name": "Kofax Capture",
-        "product_description": "Kofax's capture solution automates document processing, extracting data from various sources with advanced recognition and classification capabilities.",
-        "product_url": "https://www.kofax.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "2095",
-        "product_name": "Adobe Document Cloud - Adobe Acrobat DC",
-        "product_description": "Adobe's Acrobat DC includes advanced OCR capabilities for text recognition and extraction, enhancing document management and data extraction workflows.",
-        "product_url": "https://acrobat.adobe.com/us/en/acrobat.html",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "2096",
-        "product_name": "DocParser",
-        "product_description": "DocParser automates document data extraction, converting PDFs and scanned documents into structured data, improving efficiency in document processing and analysis.",
-        "product_url": "https://docparser.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "2097",
-        "product_name": "InfluxDB",
-        "product_description": "An open-source time-series database, InfluxDB supports high-performance storage and retrieval of time-series data, facilitating real-time analytics and monitoring.",
-        "product_url": "https://www.influxdata.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "2098",
-        "product_name": "Prometheus",
-        "product_description": "An open-source monitoring and alerting toolkit, Prometheus collects and stores time-series data, enabling efficient monitoring and analysis of system metrics.",
-        "product_url": "https://prometheus.io/",
-        "open_source": "t",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "2099",
-        "product_name": "Graphite",
-        "product_description": "Graphite is an open-source monitoring tool, storing time-series data and providing visualization and graphing capabilities for efficient performance monitoring.",
-        "product_url": "https://graphite.readthedocs.io/en/latest/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "2100",
-        "product_name": "OpenTSDB",
-        "product_description": "OpenTSDB is a distributed time-series database, designed for storing and querying large volumes of time-series data, supporting scalability and high-performance analytics.",
-        "product_url": "http://opentsdb.net/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "2101",
-        "product_name": "KairosDB",
-        "product_description": "KairosDB is an open-source time-series database built on top of Apache Cassandra, providing scalability and efficient storage and retrieval of time-series data.",
-        "product_url": "https://kairosdb.github.io/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "2102",
-        "product_name": "VictoriaMetrics",
-        "product_description": "VictoriaMetrics is an open-source time-series database with a focus on efficiency, offering fast ingestion and querying of time-series data for monitoring and analytics.",
-        "product_url": "https://victoriametrics.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "2103",
-        "product_name": "Amazon CloudWatch",
-        "product_description": "AWS's native monitoring and observability service, CloudWatch, includes time-series data storage and analytics capabilities, supporting efficient cloud infrastructure monitoring.",
-        "product_url": "https://aws.amazon.com/cloudwatch/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "2104",
-        "product_name": "Google Cloud Monitoring",
-        "product_description": "Google Cloud Monitoring provides monitoring and observability services, including the storage and analysis of time-series data, for efficient management of cloud resources.",
-        "product_url": "https://cloud.google.com/monitoring",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "2105",
-        "product_name": "Google Cloud Speech-to-Text",
-        "product_description": "Google's solution converts spoken language into text, offering accurate and real-time transcription capabilities for various applications and industries.",
-        "product_url": "https://cloud.google.com/speech-to-text",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "2106",
-        "product_name": "IBM Watson Speech to Text",
-        "product_description": "Watson's Speech to Text service converts audio and voice into written text, leveraging AI for accurate transcription and insights extraction.",
-        "product_url": "https://www.ibm.com/cloud/watson-speech-to-text",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "2107",
-        "product_name": "Rev.ai",
-        "product_description": "Rev.ai is an automatic speech recognition (ASR) service that converts audio to text, offering transcription with high accuracy and customizable language models.",
-        "product_url": "https://www.rev.ai/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "2108",
-        "product_name": "Dragon NaturallySpeaking",
-        "product_description": "Dragon is a speech recognition software that converts spoken words into text, offering high accuracy and efficient transcription for various applications.",
-        "product_url": "https://www.nuance.com/dragon.html",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "2109",
-        "product_name": "Otter.ai",
-        "product_description": "Otter.ai is an AI-powered transcription service that converts spoken conversations into text, providing real-time collaboration and insights extraction.",
-        "product_url": "https://otter.ai/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "2110",
-        "product_name": "Speechmatics",
-        "product_description": "Speechmatics offers automatic speech recognition (ASR) technology for accurate transcription, supporting multiple languages and industries.",
-        "product_url": "https://www.speechmatics.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "2111",
-        "product_name": "Mozilla DeepSpeech",
-        "product_description": "DeepSpeech is an open-source automatic speech recognition (ASR) engine, providing accurate transcription for various applications and use cases.",
-        "product_url": "https://github.com/mozilla/DeepSpeech",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "2112",
-        "product_name": "Kaldi ASR",
-        "product_description": "Kaldi is an open-source toolkit for speech recognition, offering customizable automatic speech recognition (ASR) models for accurate transcription.",
-        "product_url": "http://kaldi-asr.org/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "2113",
-        "product_name": "Pocketsphinx",
-        "product_description": "Pocketsphinx is an open-source speech recognition library, providing lightweight and offline speech-to-text capabilities for embedded applications and devices.",
-        "product_url": "https://github.com/cmusphinx/pocketsphinx",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "2114",
-        "product_name": "FileZilla",
-        "product_description": "FileZilla is an open-source FTP client and server solution, offering secure file transfer and management with an intuitive user interface.",
-        "product_url": "https://filezilla-project.org/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "2115",
-        "product_name": "ProFTPD",
-        "product_description": "ProFTPD is an open-source FTP server software, offering a flexible and secure solution for file transfer and management in diverse environments.",
-        "product_url": "http://www.proftpd.org/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "2116",
-        "product_name": "Cyberduck",
-        "product_description": "Cyberduck is an open-source file transfer client that supports various protocols, providing a user-friendly interface for efficient file transfer and synchronization.",
-        "product_url": "https://cyberduck.io/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "2117",
-        "product_name": "CrushFTP",
-        "product_description": "CrushFTP is a versatile file transfer server solution with support for various protocols, offering secure and customizable file transfer capabilities.",
-        "product_url": "https://www.crushftp.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "2118",
-        "product_name": "Citrix ShareFile",
-        "product_description": "ShareFile is a secure file transfer and sharing platform, providing businesses with a secure and user-friendly solution for data exchange.",
-        "product_url": "https://www.sharefile.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "2119",
-        "product_name": "SmartFile",
-        "product_description": "SmartFile is a file transfer and sharing platform with customizable security features, offering businesses secure and efficient data exchange capabilities.",
-        "product_url": "https://www.smartfile.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "2120",
-        "product_name": "Serv-U FTP Server",
-        "product_description": "Serv-U is a secure and scalable FTP server solution, providing organizations with reliable file transfer and management capabilities.",
-        "product_url": "https://www.serv-u.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "2121",
-        "product_name": "JSCAPE MFT Server",
-        "product_description": "JSCAPE MFT Server is a managed file transfer solution, offering secure and automated file transfer capabilities for businesses of all sizes.",
-        "product_url": "https://www.jscape.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "2122",
-        "product_name": "Google Cloud Translation API",
-        "product_description": "Google's solution offers language translation services with high accuracy, supporting multiple languages and providing seamless integration for various applications.",
-        "product_url": "https://cloud.google.com/translate",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "2123",
-        "product_name": "Microsoft Azure Translator",
-        "product_description": "Azure's Translator service provides language translation capabilities with support for a wide range of languages, facilitating multilingual communication and content localization.",
-        "product_url": "https://azure.microsoft.com/en-us/services/cognitive-services/translator/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "2124",
-        "product_name": "IBM Watson Language Translator",
-        "product_description": "Watson's Language Translator service uses AI to provide accurate language translation, supporting diverse languages and enabling global communication and collaboration.",
-        "product_url": "https://www.ibm.com/cloud/watson-language-translator",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "2125",
-        "product_name": "DeepL",
-        "product_description": "DeepL is an AI-powered language translation service known for its high-quality translations, offering efficient and accurate multilingual communication for businesses and developers.",
-        "product_url": "https://www.deepl.com/translator",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "2126",
-        "product_name": "SYSTRAN Pure Neural Server",
-        "product_description": "SYSTRAN's language translation solution uses neural network technology for precise and context-aware translations, supporting multiple languages for diverse applications.",
-        "product_url": "https://www.systransoft.com/translation-products/translate-server/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "2127",
-        "product_name": "Yandex.Translate",
-        "product_description": "Yandex.Translate is a language translation service that supports various languages, offering reliable and accurate translations for different content types and industries.",
-        "product_url": "https://translate.yandex.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "2128",
-        "product_name": "SDL Language Cloud",
-        "product_description": "SDL's language translation solution provides a comprehensive platform for content translation, offering advanced language services for businesses and global enterprises.",
-        "product_url": "https://languagecloud.sdl.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "2129",
-        "product_name": "MateCat",
-        "product_description": "MateCat is a cloud-based translation platform that leverages machine translation and collaborative tools, facilitating efficient and accurate translation workflows for teams.",
-        "product_url": "https://www.matecat.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "2130",
-        "product_name": "Lilt",
-        "product_description": "Lilt is an AI-powered translation platform that combines human expertise with machine translation, enhancing the speed and accuracy of language translation for diverse content.",
-        "product_url": "https://lilt.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "2131",
-        "product_name": "Lingotek Translation Network",
-        "product_description": "Lingotek offers a cloud-based translation network, providing a collaborative platform for accurate and efficient language translation, localization, and content management.",
-        "product_url": "https://www.lingotek.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "2132",
-        "product_name": "Google Cloud Platform",
-        "product_description": "Offers container and machine learning technologies with a cost-effective approach and Google's reliable infrastructure.",
-        "product_url": "https://cloud.google.com/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "2133",
-        "product_name": "Microsoft Azure",
-        "product_description": "Provides a wide range of services, particularly strong in Big Data and seamless integration with Microsoft products, suitable for hybrid cloud environments.",
-        "product_url": "https://azure.microsoft.com/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "2134",
-        "product_name": "Oracle Cloud Infrastructure",
-        "product_description": "Features innovative services such as Autonomous Database and a focus on integrating Oracle's enterprise solutions.",
-        "product_url": "https://www.oracle.com/cloud/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "2135",
-        "product_name": "IBM Cloud",
-        "product_description": "Specializes in hybrid cloud deployments and regulated workloads, though it is typically more expensive than other options.",
-        "product_url": "https://www.ibm.com/cloud",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "2136",
-        "product_name": "Alibaba Cloud",
-        "product_description": "Dominates in China and Southeast Asia, with strong data and analytics capabilities, but less transparent pricing.",
-        "product_url": "https://www.alibabacloud.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "2137",
-        "product_name": "Tencent Cloud",
-        "product_description": "Focused on China and emphasizes low-latency networks, suitable for businesses operating in the Asian market.",
-        "product_url": "https://cloud.tencent.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "2138",
-        "product_name": "Vultr",
-        "product_description": "Offers SSD-backed storage with dedicated cloud compute instances and a control panel designed for easy server management\u200b\u200b.",
-        "product_url": "https://www.vultr.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "2139",
-        "product_name": "OVHcloud",
-        "product_description": "Based on SSD technology, it provides cloud servers, block storage, and a rebuild mode for operating system reset\u200b\u200b.",
-        "product_url": "https://www.ovhcloud.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "2140",
-        "product_name": "Linode",
-        "product_description": "Known for its affordable shared plans and on-demand GPUs, it also provides S3-compatible object storage and scalable block storage\u200b\u200b.",
-        "product_url": "https://www.linode.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "2141",
-        "product_name": "Liquid Web",
-        "product_description": "Managed hosting platform that is easy to use without requiring server management skills, integrates with WordPress, Drupal, Joomla, etc\u200b\u200b.",
-        "product_url": "https://www.liquidweb.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "2142",
-        "product_name": "Cloudflare Web Application Firewall (WAF)",
-        "product_description": "Cloudflare's WAF protects web applications from security threats, offering robust security policies, DDoS protection, and real-time threat intelligence.",
-        "product_url": "https://www.cloudflare.com/waf/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "2143",
-        "product_name": "Imperva Cloud WAF",
-        "product_description": "Imperva's cloud-based WAF safeguards web applications with advanced security policies, bot protection, and real-time threat intelligence for enhanced cybersecurity.",
-        "product_url": "https://www.imperva.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "2144",
-        "product_name": "Fortinet FortiWeb",
-        "product_description": "FortiWeb is a WAF solution that protects against web application attacks, offering advanced threat detection, mitigation, and integration with security ecosystems.",
-        "product_url": "https://www.fortinet.com/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "2145",
-        "product_name": "Barracuda WAF-as-a-Service",
-        "product_description": "Barracuda's cloud-based WAF offers comprehensive protection against web application attacks, including OWASP Top 10 vulnerabilities and advanced threat detection.",
-        "product_url": "https://www.barracuda.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "2146",
-        "product_name": "F5 BIG-IP Application Security Manager (ASM)",
-        "product_description": "F5's ASM provides WAF capabilities, protecting web applications with advanced security policies, real-time threat intelligence, and SSL inspection.",
-        "product_url": "https://www.f5.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "2147",
-        "product_name": "Radware AppWall",
-        "product_description": "Radware's WAF solution defends against web application attacks, providing real-time threat detection, DDoS protection, and customizable security policies.",
-        "product_url": "https://www.radware.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "2148",
-        "product_name": "Wallarm",
-        "product_description": "Wallarm offers AI-powered WAF for web application security, providing automated threat detection, real-time monitoring, and seamless integration with DevOps workflows.",
-        "product_url": "https://www.wallarm.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "2149",
-        "product_name": "Sucuri WAF",
-        "product_description": "Sucuri's cloud-based WAF protects web applications from various threats, offering robust security policies, DDoS mitigation, and continuous monitoring for enhanced cybersecurity.",
-        "product_url": "https://sucuri.net/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "2150",
-        "product_name": "SiteLock WAF",
-        "product_description": "SiteLock's WAF provides web application protection with customizable security rules, threat detection, and real-time monitoring to ensure a secure online presence.",
-        "product_url": "https://www.sitelock.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "2151",
-        "product_name": "CloudCheckr",
-        "product_description": "CloudCheckr provides cloud management and optimization, offering cost management, security, and compliance solutions for well-architected cloud environments.",
-        "product_url": "https://www.cloudcheckr.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "2152",
-        "product_name": "CloudHealth by VMware",
-        "product_description": "CloudHealth delivers cloud management and optimization services, ensuring well-architected environments through cost management, governance, and performance optimization.",
-        "product_url": "https://www.cloudhealthtech.com/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "2153",
-        "product_name": "Datadog",
-        "product_description": "Datadog offers cloud monitoring and analytics, supporting well-architected practices with real-time insights into application performance, infrastructure, and logs.",
-        "product_url": "https://www.datadoghq.com/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "2154",
-        "product_name": "New Relic",
-        "product_description": "New Relic provides observability solutions, supporting well-architected applications with performance monitoring, troubleshooting, and optimization capabilities.",
-        "product_url": "https://newrelic.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "2155",
-        "product_name": "Dynatrace",
-        "product_description": "Dynatrace offers application performance monitoring, ensuring well-architected environments with AI-driven insights into application performance, user experience, and infrastructure.",
-        "product_url": "https://www.dynatrace.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "2156",
-        "product_name": "Turbonomic",
-        "product_description": "Turbonomic provides workload automation for hybrid cloud environments, ensuring well-architected practices through resource optimization, performance management, and cost control.",
-        "product_url": "https://www.turbonomic.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "2157",
-        "product_name": "SolarWinds",
-        "product_description": "SolarWinds offers IT management solutions, supporting well-architected environments with tools for network monitoring, application performance, and infrastructure management.",
-        "product_url": "https://www.solarwinds.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "2158",
-        "product_name": "LogicMonitor",
-        "product_description": "LogicMonitor provides SaaS-based infrastructure monitoring, ensuring well-architected practices with insights into performance, availability, and resource utilization.",
-        "product_url": "https://www.logicmonitor.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "2159",
-        "product_name": "StackRox",
-        "product_description": "StackRox delivers Kubernetes-native security solutions, supporting well-architected containerized applications with threat detection, compliance, and risk management.",
-        "product_url": "https://www.stackrox.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "2160",
-        "product_name": "Microsoft OneDrive",
-        "product_description": "OneDrive is a cloud storage and collaboration platform, offering document sharing, version control, and collaboration tools for efficient team collaboration.",
-        "product_url": "https://onedrive.live.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "2161",
-        "product_name": "Google Workspace (formerly G Suite)",
-        "product_description": "Google Workspace provides cloud-based collaboration tools, including Google Drive, offering document creation, sharing, and collaboration features for teams.",
-        "product_url": "https://workspace.google.com/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "2162",
-        "product_name": "Dropbox Business",
-        "product_description": "Dropbox Business is a cloud-based file storage and collaboration platform, supporting document sharing, synchronization, and team collaboration for enhanced productivity.",
-        "product_url": "https://www.dropbox.com/business",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "2163",
-        "product_name": "Box",
-        "product_description": "Box is a cloud content management platform, providing secure file storage, sharing, and collaboration features for teams and organizations.",
-        "product_url": "https://www.box.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "2164",
-        "product_name": "Citrix ShareFile",
-        "product_description": "ShareFile is a secure file sharing and collaboration platform, offering features such as document versioning, secure file transfer, and team collaboration.",
-        "product_url": "https://www.sharefile.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "2165",
-        "product_name": "Zoho Docs",
-        "product_description": "Zoho Docs is a cloud-based document management and collaboration platform, providing file sharing, real-time editing, and team collaboration for businesses.",
-        "product_url": "https://www.zoho.com/docs/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
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-    {
-        "id": "2166",
-        "product_name": "M-Files",
-        "product_description": "M-Files is a document management solution, offering version control, metadata-based organization, and workflow automation for efficient document collaboration.",
-        "product_url": "https://www.m-files.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
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-    {
-        "id": "2167",
-        "product_name": "Confluence by Atlassian",
-        "product_description": "Confluence is a collaboration platform, offering document creation, sharing, and collaboration features with integration into other Atlassian tools for enhanced teamwork.",
-        "product_url": "https://www.atlassian.com/software/confluence",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
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-    {
-        "id": "2168",
-        "product_name": "Quip by Salesforce",
-        "product_description": "Quip is a collaboration platform by Salesforce, providing document creation, real-time editing, and team collaboration features for seamless communication and productivity.",
-        "product_url": "https://quip.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
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-    {
-        "id": "2169",
-        "product_name": "Citrix Workspace",
-        "product_description": "Citrix Workspace provides secure remote access to corporate resources, enabling seamless and secure access to applications and data from any device.",
-        "product_url": "https://www.citrix.com/products/receiver.html",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
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-    {
-        "id": "2170",
-        "product_name": "VMware Workspace ONE",
-        "product_description": "VMware's Workspace ONE offers a digital workspace platform, providing secure access to applications, data, and services for improved productivity and flexibility.",
-        "product_url": "https://www.vmware.com/products/workspace-one.html",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
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-    {
-        "id": "2171",
-        "product_name": "Microsoft Remote Desktop",
-        "product_description": "Microsoft Remote Desktop enables remote access to Windows-based applications and desktops, offering a secure and seamless user experience for remote work.",
-        "product_url": "https://www.microsoft.com/en-us/p/microsoft-remote-desktop/9wzdncrfj3ps",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
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-    {
-        "id": "2172",
-        "product_name": "Zscaler Private Access",
-        "product_description": "Zscaler Private Access ensures secure remote access to applications and data, providing zero-trust network access for users and devices.",
-        "product_url": "https://www.zscaler.com/products/zscaler-private-access",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
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-    {
-        "id": "2173",
-        "product_name": "Pulse Secure",
-        "product_description": "Pulse Secure offers secure access solutions, ensuring seamless connectivity to applications and resources while maintaining robust security measures for remote users.",
-        "product_url": "https://www.pulsesecure.net/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
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-    {
-        "id": "2174",
-        "product_name": "Cisco AnyConnect",
-        "product_description": "Cisco AnyConnect provides secure remote access to network resources, offering a scalable and reliable solution for remote connectivity and collaboration.",
-        "product_url": "https://www.cisco.com/c/en/us/products/security/anyconnect-secure-mobility-client/index.html",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
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-    {
-        "id": "2175",
-        "product_name": "Palo Alto Networks Prisma Access",
-        "product_description": "Prisma Access by Palo Alto Networks offers cloud-delivered security services, ensuring secure access to applications and data for remote users.",
-        "product_url": "https://www.paloaltonetworks.com/prisma/access",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
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-    {
-        "id": "2176",
-        "product_name": "F5 Access Policy Manager",
-        "product_description": "F5 Access Policy Manager provides secure access to applications and data, offering robust authentication and authorization controls for remote users.",
-        "product_url": "https://www.f5.com/products/big-ip-services/access-policy-manager",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
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-    {
-        "id": "2177",
-        "product_name": "Duo Security by Cisco",
-        "product_description": "Duo Security offers multi-factor authentication and access controls, enhancing security for remote access to applications and sensitive data.",
-        "product_url": "https://duo.com/",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "2178",
-        "product_name": "NetMotion Mobility",
-        "product_description": "NetMotion Mobility provides secure and reliable remote access solutions, ensuring seamless connectivity and performance for mobile and remote users.",
-        "product_url": "https://www.netmotionsoftware.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "2179",
-        "product_name": "Microsoft Exchange Online",
-        "product_description": "Exchange Online is a cloud-based email and collaboration platform, offering secure email services, calendar, and contacts management for businesses.",
-        "product_url": "https://www.microsoft.com/en-us/microsoft-365/exchange/online-email",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "2180",
-        "product_name": "Zoho Mail",
-        "product_description": "Zoho Mail is an email hosting solution, providing businesses with secure and feature-rich email services, including calendar, contacts, and collaboration tools.",
-        "product_url": "https://www.zoho.com/mail/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "2181",
-        "product_name": "IBM Notes and Domino",
-        "product_description": "IBM Notes and Domino offer an integrated email and collaboration platform, supporting secure communication, calendaring, and team collaboration.",
-        "product_url": "https://www.ibm.com/docs/en/dsm?topic=lotus-domino",
-        "open_source": "f",
-        "support_plan": "t",
-        "status": "t"
-    },
-    {
-        "id": "2182",
-        "product_name": "ProtonMail",
-        "product_description": "ProtonMail is an encrypted email service, offering privacy-focused email communication with end-to-end encryption and secure communication features for users.",
-        "product_url": "https://protonmail.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "2183",
-        "product_name": "FastMail",
-        "product_description": "FastMail is a reliable email hosting service, providing individuals and businesses with secure email, calendar, and contacts management features.",
-        "product_url": "https://www.fastmail.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "2184",
-        "product_name": "Rackspace Email",
-        "product_description": "Rackspace Email is a business email hosting solution, offering secure and scalable email services with features such as calendar and contacts management.",
-        "product_url": "https://apps.rackspace.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
-        "id": "2185",
-        "product_name": "Hushmail",
-        "product_description": "Hushmail is an encrypted email service, focusing on secure communication and providing businesses and individuals with encrypted email solutions.",
-        "product_url": "https://www.hushmail.com/",
-        "open_source": "f",
-        "support_plan": "f",
-        "status": "t"
-    },
-    {
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-        "product_name": "Mailbox.org",
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diff --git a/datasets/resourcetype.json b/datasets/resourcetype.json
deleted file mode 100644
index f714622..0000000
--- a/datasets/resourcetype.json
+++ /dev/null
@@ -1,4098 +0,0 @@
-[
-    {
-        "id": "1",
-        "csp": "1",
-        "code": "Microsoft.Maps/accounts",
-        "name": "Azure Maps",
-        "icon": "/assets/icons/azure/iot/10185-icon-service-Azure-Maps-Accounts.png",
-        "status": "t"
-    },
-    {
-        "id": "2",
-        "csp": "1",
-        "code": "Microsoft.Orbital/spacecrafts",
-        "name": "Azure Orbital Ground Station",
-        "icon": "/assets/icons/azure/other/02697-icon-service-Azure-Orbital.png",
-        "status": "t"
-    },
-    {
-        "id": "3",
-        "csp": "1",
-        "code": "Microsoft.AVS/privateClouds",
-        "name": "Azure VMware Solution",
-        "icon": "/assets/icons/azure/other/01219-icon-service-Azure-VMware-Solution.png",
-        "status": "t"
-    },
-    {
-        "id": "4",
-        "csp": "1",
-        "code": "Microsoft.StreamAnalytics/clusters",
-        "name": "Azure Stream Analytics",
-        "icon": "/assets/icons/azure/analytics/00042-icon-service-Stream-Analytics-Jobs.png",
-        "status": "t"
-    },
-    {
-        "id": "5",
-        "csp": "1",
-        "code": "Microsoft.AutonomousSystems",
-        "name": "Autonomous Systems",
-        "icon": "",
-        "status": "f"
-    },
-    {
-        "id": "6",
-        "csp": "1",
-        "code": "Microsoft.BotService/botServices",
-        "name": "Azure Bot Service",
-        "icon": "/assets/icons/azure/ai-machine-learning/10165-icon-service-Bot-Services.png",
-        "status": "t"
-    },
-    {
-        "id": "7",
-        "csp": "1",
-        "code": "Microsoft.CognitiveServices/accounts",
-        "name": "Cognitive Services",
-        "icon": "/assets/icons/azure/app-services/10162-icon-service-Cognitive-Services.png",
-        "status": "t"
-    },
-    {
-        "id": "8",
-        "csp": "1",
-        "code": "Microsoft.MachineLearning/Workspaces",
-        "name": "Machine Learning Studio",
-        "icon": "/assets/icons/azure/ai-machine-learning/10167-icon-service-Machine-Learning-Studio-Workspaces.png",
-        "status": "t"
-    },
-    {
-        "id": "9",
-        "csp": "1",
-        "code": "Microsoft.MachineLearningServices/workspaces",
-        "name": "Azure Machine Learning",
-        "icon": "/assets/icons/azure/ai-machine-learning/10166-icon-service-Machine-Learning.png",
-        "status": "t"
-    },
-    {
-        "id": "10",
-        "csp": "1",
-        "code": "Microsoft.Search/searchServices",
-        "name": "Azure Cognitive Search",
-        "icon": "/assets/icons/azure/ai-machine-learning/10044-icon-service-Cognitive-Search.png",
-        "status": "t"
-    },
-    {
-        "id": "11",
-        "csp": "1",
-        "code": "Microsoft.AnalysisServices/servers",
-        "name": "Azure Analysis Services",
-        "icon": "/assets/icons/azure/analytics/10148-icon-service-Analysis-Services.png",
-        "status": "t"
-    },
-    {
-        "id": "12",
-        "csp": "1",
-        "code": "Microsoft.Databricks/workspaces",
-        "name": "Azure Databricks",
-        "icon": "/assets/icons/azure/analytics/10787-icon-service-Azure-Databricks.png",
-        "status": "t"
-    },
-    {
-        "id": "13",
-        "csp": "1",
-        "code": "Microsoft.DataCatalog",
-        "name": "Data Catalog",
-        "icon": "/assets/icons/azure/integration/10216-icon-service-Azure-Data-Catalog.png",
-        "status": "t"
-    },
-    {
-        "id": "14",
-        "csp": "1",
-        "code": "Microsoft.DataFactory/factories",
-        "name": "Data Factory",
-        "icon": "/assets/icons/azure/analytics/10126-icon-service-Data-Factories.png",
-        "status": "t"
-    },
-    {
-        "id": "15",
-        "csp": "1",
-        "code": "Microsoft.DataLakeAnalytics/accounts",
-        "name": "Data Lake Analytics",
-        "icon": "/assets/icons/azure/analytics/10143-icon-service-Data-Lake-Analytics.png",
-        "status": "t"
-    },
-    {
-        "id": "16",
-        "csp": "1",
-        "code": "Microsoft.DataLakeStore/accounts",
-        "name": "Azure Data Lake Storage Gen2",
-        "icon": "/assets/icons/azure/analytics/10150-icon-service-Data-Lake-Store-Gen1.png",
-        "status": "t"
-    },
-    {
-        "id": "17",
-        "csp": "1",
-        "code": "Microsoft.DataShare/accounts",
-        "name": "Azure Data Share",
-        "icon": "/assets/icons/azure/storage/10098-icon-service-Data-Shares.png",
-        "status": "t"
-    },
-    {
-        "id": "18",
-        "csp": "1",
-        "code": "Microsoft.HDInsight/clusters",
-        "name": "HDInsight",
-        "icon": "/assets/icons/azure/analytics/10142-icon-service-HD-Insight-Clusters.png",
-        "status": "t"
-    },
-    {
-        "id": "19",
-        "csp": "1",
-        "code": "Microsoft.Kusto/clusters",
-        "name": "Azure Data Explorer",
-        "icon": "/assets/icons/azure/analytics/10145-icon-service-Azure-Data-Explorer-Clusters.png",
-        "status": "t"
-    },
-    {
-        "id": "20",
-        "csp": "1",
-        "code": "Microsoft.PowerBI/workspaceCollections",
-        "name": "Power BI",
-        "icon": "/assets/icons/azure/analytics/03332-icon-service-Power-BI-Embedded.png",
-        "status": "t"
-    },
-    {
-        "id": "21",
-        "csp": "1",
-        "code": "Microsoft.PowerBIDedicated/capacities",
-        "name": "Power BI Embedded",
-        "icon": "/assets/icons/azure/analytics/03332-icon-service-Power-BI-Embedded.png",
-        "status": "t"
-    },
-    {
-        "id": "22",
-        "csp": "1",
-        "code": "Microsoft.ProjectBabylon",
-        "name": "Azure Data Catalog",
-        "icon": "/assets/icons/azure/integration/10216-icon-service-Azure-Data-Catalog.png",
-        "status": "t"
-    },
-    {
-        "id": "23",
-        "csp": "1",
-        "code": "Microsoft.Purview/accounts",
-        "name": "Microsoft Purview",
-        "icon": "/assets/icons/azure/databases/02517-icon-service-Azure-Purview-Accounts.png",
-        "status": "t"
-    },
-    {
-        "id": "24",
-        "csp": "1",
-        "code": "Microsoft.Synapse/workspaces",
-        "name": "Azure Synapse Analytics",
-        "icon": "/assets/icons/azure/analytics/00606-icon-service-Azure-Synapse-Analytics.png",
-        "status": "t"
-    },
-    {
-        "id": "25",
-        "csp": "1",
-        "code": "Microsoft.Blockchain/blockchainMembers",
-        "name": "Azure Blockchain Service",
-        "icon": "",
-        "status": "f"
-    },
-    {
-        "id": "26",
-        "csp": "1",
-        "code": "Microsoft.BlockchainTokens",
-        "name": "Azure Blockchain Tokens",
-        "icon": "",
-        "status": "f"
-    },
-    {
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-        "status": "t"
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diff --git a/datasets/risk.json b/datasets/risk.json
deleted file mode 100644
index 9b9ac4c..0000000
--- a/datasets/risk.json
+++ /dev/null
@@ -1,50 +0,0 @@
-[
-    {
-        "id": "1",
-        "name": "Limited number of alternative technologies available",
-        "description": "There are fewer than three alternative technologies available for these resource types, indicating a bottleneck in the transition that complies with the exit strategy.",
-        "severity": "medium"
-    },
-    {
-        "id": "2",
-        "name": "No alternative technologies available",
-        "description": "The unavailability of alternative technological solutions for these types of resources significantly jeopardizes any efforts to transition away from the cloud.",
-        "severity": "high"
-    },
-    {
-        "id": "3",
-        "name": "Limited number of alternative technologies offer Enterprise Support",
-        "description": "The scarcity of alternative technologies providing enterprise support presents a significant challenge, potentially hindering the ability of organizations to find suitable and reliable solutions for their enterprise-level needs.",
-        "severity": "low"
-    },
-    {
-        "id": "4",
-        "name": "No alternative technologies offer Enterprise Support",
-        "description": "The complete lack of alternative technologies that offer enterprise support poses a critical risk, severely limiting the options for organizations in need of specialized, enterprise-level solutions and support, and potentially impacting operational efficiency and scalability.",
-        "severity": "medium"
-    },
-    {
-        "id": "5",
-        "name": "The size of resource inventory indicates complicated cloud exit",
-        "description": "The size of the resource inventory suggests a medium level of complexity in planning and executing the cloud exit transition. (>15 resources)",
-        "severity": "medium"
-    },
-    {
-        "id": "6",
-        "name": "The size of resource inventory indicates complicated cloud exit",
-        "description": "The size of the resource inventory suggests a higher level of complexity in planning and executing the cloud exit transition. (>30 resources)",
-        "severity": "high"
-    },
-    {
-        "id": "7",
-        "name": "The number of resource types can increase the complexity of the cloud exit",
-        "description": "The diversity of the resource inventory (number of resource types) suggests a medium level of complexity in planning and executing the cloud exit transition. (>15 resource types)",
-        "severity": "medium"
-    },
-    {
-        "id": "8",
-        "name": "The number of resource types can increase the complexity of the cloud exit",
-        "description": "The diversity of the resource inventory (number of resource types) suggests a higher level of complexity in planning and executing the cloud exit transition. (>30 resource types)",
-        "severity": "high"
-    }
-]
diff --git a/docs/images/AWS_Config.png b/docs/images/AWS_Config.png
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diff --git a/main.py b/main.py
index 435f38b..e7929b9 100644
--- a/main.py
+++ b/main.py
@@ -7,6 +7,7 @@
 from pathlib import Path
 from rich.console import Console
 from rich.text import Text
+from rich.style import Style
 from datetime import datetime
 from botocore.exceptions import NoCredentialsError, ClientError
 from azure.identity import DefaultAzureCredential, ClientSecretCredential
@@ -20,10 +21,9 @@
     create_resource_inventory,
     create_cost_inventory,
     perform_risk_assessment,
-    conduct_alternative_technology_analysis,
     generate_report,
 )
-from utils.utils import ascii_art, create_directory, load_config, prompt_required_inputs, print_help_message
+from utils.utils import ascii_art, create_directory, load_config, prompt_required_inputs, print_help_message, print_step
 from utils.constants import REGION_CHOICES, REQUIRED_FIELDS_AZURE, REQUIRED_FIELDS_AWS
 from utils.validate import validate_region, validate_config
 from utils.azure import select_subscription, select_resource_group, is_azure_cli_logged_in
@@ -101,7 +101,6 @@ def handle_aws(args):
             }
         except Exception as e:
             console.print(f"[red]Error during manual AWS configuration: {e}[/red]")
-            logger.error(f"Error during manual AWS configuration: {e}", exc_info=True)
             return
 
     # Run the AWS assessment pipeline
@@ -218,129 +217,161 @@ def handle_azure(args):
 
 def run_assessment(config, provider_name):
     try:
-        validate_config(config)
-
-        # Set up the directory for assessment
-        report_path, raw_data_path = create_directory()
-        #logger.info(f"Assessment directories created: Report Path: {report_path}, Raw Data Path: {raw_data_path}")
-
+        # Preliminary Stage: Validate configuration & create directory
         console.print("-------------------------------------------")
         console.print("Preliminary Stage", style="bold")
-        console.print("✓ | Directory successfully created.")
-        console.print("✓ | Configuration successfully validated.")
+        try:
+            validate_config(config)
+            print_step("Configuration successfully validated.", status="ok")
+        except ValueError as e:
+            print_step("Configuration validation failed.", status="error", logs=str(e))
+            return
 
-        # Stage 1: Verify Credentials
-        connection_success, logs = verify_credentials(
-            config["cloudServiceProvider"], config["providerDetails"]
+        # Create directories
+        try:
+            report_path, raw_data_path = create_directory()
+            print_step("Directory successfully created.", status="ok")
+        except RuntimeError as e:
+            print_step("Directory creation failed.", status="error", logs=str(e))
+            return
+
+        # Handle the result
+        provider_name = (
+            "Microsoft Azure" if config["cloudServiceProvider"] == 1
+            else "AWS" if config["cloudServiceProvider"] == 2
+            else "Unknown"
         )
 
+        # Stage 1: Verify Credentials
         console.print("-------------------------------------------")
         console.print("Stage #1 - Validate Credentials", style="bold")
+        # Test Connection
+        connection_success, logs = verify_credentials(config["cloudServiceProvider"], config["providerDetails"])
         if connection_success:
-            console.print("✓ | Connection successful.")
+            print_step(f"Connecting to {provider_name}...", status="ok")
         else:
-            console.print("- | Connection failed:")
-            console.print(f"{logs}")
+            print_step(f"Connecting to {provider_name}...", status="error")
+            console.print(f"   ↳ {logs}", style="dim")
             logger.error(f"Credential verification failed: {logs}")
             return
         console.print("-------------------------------------------")
 
         # Stage 2: Test Permissions
-        permission_valid, permission_reader, permission_cost, logs = test_permissions(
-            config["cloudServiceProvider"], config["providerDetails"]
-        )
+        console.print("Stage #2 - Validate Permissions", style="bold")
 
+        # Labels for permission types
         permission_reader_label = "Reader" if config["cloudServiceProvider"] == 1 else "ViewOnlyAccess"
         permission_cost_label = "Cost Management Reader" if config["cloudServiceProvider"] == 1 else "AWSBillingReadOnlyAccess"
 
-        console.print("Stage #2 - Validate Permissions", style="bold")
-        console.print(f"✓ | {permission_reader_label}" if permission_reader else f"- | {permission_reader_label}")
-        console.print(f"✓ | {permission_cost_label}" if permission_cost else f"- | {permission_cost_label}")
+        # Test permissions with spinners
+        with console.status("Validating permissions...", spinner="dots"):
+            permission_valid, permission_reader, permission_cost, logs = test_permissions(
+                config["cloudServiceProvider"], config["providerDetails"]
+            )
+
+        # Output results for permission checks
+        if permission_reader:
+            print_step(f"Checking {permission_reader_label}...", status="ok")
+        else:
+            print_step(f"Checking {permission_reader_label}...", status="error", logs=logs)
+
+        if permission_cost:
+            print_step(f"Checking {permission_cost_label}...", status="ok")
+        else:
+            print_step(f"Checking {permission_cost_label}...", status="error", logs=logs)
 
+        # Exit if permissions are invalid
         if not permission_valid:
-            console.print("Failed to validate all required permissions. Exiting.")
-            console.print(f"{logs}")
             logger.error(f"Permission validation failed: {logs}")
             return
+
         console.print("-------------------------------------------")
 
         # Stage 3: Build Resource Inventory
         console.print("Stage #3 - Build Resource Inventory", style="bold")
-        with console.status("In progress...", spinner="dots"):
-            result = create_resource_inventory(config["cloudServiceProvider"], config["providerDetails"], report_path, raw_data_path)
+
+        # Use a spinner to indicate progress
+        with console.status(f"Building resource inventory for {provider_name}...", spinner="dots"):
+            result = create_resource_inventory(
+                config["cloudServiceProvider"],
+                config["providerDetails"],
+                report_path,
+                raw_data_path,
+            )
 
         if result["success"]:
-            console.print(f"✓ | {provider_name.title()}")
+            print_step(f"Building resource inventory for {provider_name}...", status="ok")
         else:
-            console.print(f"- | {provider_name.title()}")
-            console.print(f"Log: {result['logs']}")
-            logger.error(f"Resource inventory creation failed: {result['logs']}")
+            print_step(f"Building resource inventory for {provider_name}...", status="error", logs=result["logs"])
             return
 
         console.print("-------------------------------------------")
 
         # Stage 4: Build Cost Inventory
         console.print("Stage #4 - Build Cost Inventory", style="bold")
-        with console.status("In progress...", spinner="dots"):
-            cost_result = create_cost_inventory(config["providerDetails"], config["cloudServiceProvider"], report_path, raw_data_path)
 
+        # Use a spinner to indicate progress
+        with console.status(f"Building cost inventory for {provider_name}...", spinner="dots"):
+            cost_result = create_cost_inventory(
+                config["providerDetails"],
+                config["cloudServiceProvider"],
+                report_path,
+                raw_data_path,
+            )
+
+        # Handle the result
         if cost_result["success"]:
-            console.print(f"✓ | {provider_name.title()}")
+            print_step(f"Building cost inventory for {provider_name}...", status="ok")
         else:
-            console.print(f"- | {provider_name.title()}")
-            console.print(f"Log: {cost_result['logs']}")
-            logger.error(f"Cost inventory creation failed: {cost_result['logs']}")
+            print_step(f"Building cost inventory for {provider_name}...", status="error", logs=cost_result["logs"])
             return
 
         console.print("-------------------------------------------")
 
         # Stage 5: Perform Risk Assessment
         console.print("Stage #5 - Perform Risk Assessment", style="bold")
-        with console.status("In progress...", spinner="dots"):
+
+        # Use a spinner to indicate progress
+        with console.status("Performing risk assessment...", spinner="dots"):
             risk_result = perform_risk_assessment(config["exitStrategy"], report_path)
 
+        # Handle the result
         if risk_result["success"]:
-            console.print("✓ | Risk Assessment.")
+            print_step("Performing risk assessment...", status="ok")
         else:
-            console.print("- | Risk Assessment.")
-            console.print(f"Log: {risk_result['logs']}")
-            logger.error(f"Risk assessment failed: {risk_result['logs']}")
+            print_step("Performing risk assessment...", status="error", logs=risk_result["logs"])
             return
 
         console.print("-------------------------------------------")
 
-        # Stage 6: Conduct Alternative Technology Analysis
-        console.print("Stage #6 - Conduct Alternative Technology Analysis", style="bold")
-        with console.status("In progress...", spinner="dots"):
-            alttech_result = conduct_alternative_technology_analysis(config["cloudServiceProvider"], config["exitStrategy"], report_path)
-
-        if alttech_result["success"]:
-            console.print("✓ | Alternative Technology Analysis.")
-        else:
-            console.print("- | Alternative Technology Analysis.")
-            console.print(f"Log: {alttech_result['logs']}")
-            logger.error(f"Alternative technology analysis failed: {alttech_result['logs']}")
-            return
-
-        console.print("-------------------------------------------")
+        # Stage 6: Generate Report
+        console.print("Stage #6 - Generate Report", style="bold")
 
-        # Stage 7: Generate Report
-        console.print("Stage #7 - Generate Report", style="bold")
-        with console.status("In progress...", spinner="dots"):
-            report_status = generate_report(config["cloudServiceProvider"], config["exitStrategy"], config["assessmentType"], report_path)
+        # Use a spinner to indicate progress
+        with console.status("Generating report...", spinner="dots"):
+            report_status = generate_report(
+                config["cloudServiceProvider"],
+                config["exitStrategy"],
+                config["assessmentType"],
+                report_path
+            )
 
+        # Handle the result
         if report_status["success"]:
-            console.print("✓ | Report generated successfully.")
-            console.print(f"{report_status['logs']}", style="cyan")
+            print_step("Generating report...", status="ok")
         else:
-            console.print("- | Report generation failed.")
-            console.print(f"Log: {report_status['logs']}")
-            logger.error(f"Report generation failed: {report_status['logs']}")
+            print_step("Generating report...", status="error", logs=report_status["logs"])
             return
 
+        # Output the report path after the separator
+        console.print("-------------------------------------------")
+        console.print("Assessment Results:", style="bold")
+        html_report_path = report_status.get("reports", {}).get("HTML")
+        if html_report_path:
+            console.print(f"HTML Report: {html_report_path}", style="cyan")
         console.print("-------------------------------------------")
+
     except Exception as e:
-        logger.error(f"An unexpected error occurred: {e}", exc_info=True)
         console.print(f"[red]Unexpected error: {e}[/red]")
 
 def parse_arguments():
diff --git a/utils/utils.py b/utils/utils.py
index 3dc8a08..edf6b02 100644
--- a/utils/utils.py
+++ b/utils/utils.py
@@ -3,6 +3,8 @@
 import logging
 import json
 from rich.console import Console
+from rich.style import Style
+from time import sleep
 from datetime import datetime
 
 logger = logging.getLogger("main.utils")
@@ -54,6 +56,32 @@ def prompt_required_inputs():
     #return exit_strategy, assessment_type
     return exit_strategy
 
+def print_step(description, status="pending", logs=None):
+    # Define styles for statuses
+    ok_style = Style(color="green", bold=True)
+    error_style = Style(color="red", bold=True)
+    pending_style = Style(color="yellow", bold=True)
+
+    # Map statuses to their visual representation
+    status_map = {
+        "ok": "[ ok ]",
+        "error": "[ error ]",
+        "pending": "[ ... ]",
+    }
+
+    # Handle the pending status with a spinner
+    if status == "pending":
+        with console.status(f"{description:<50} [yellow]{status_map['pending']}[/yellow]", spinner="dots"):
+            sleep(2)
+            print_step(description, status="ok")
+    elif status == "ok":
+        console.print(f"{description:<50} {status_map['ok']}", style=ok_style)
+    elif status == "error":
+        console.print(f"{description:<50} {status_map['error']}", style=error_style)
+        if logs:
+            console.print(f"   ↳ {logs}", style="dim")
+
+
 ascii_art = r"""
       _                 _           _ _
      | |               | |         (_) |