QuadCore presents
- Arav D A
- Devang S R
- Nandagopal A
- Dhananjayan Sreeraj
AI-powered Industrial Incident Response & Decision Intelligence Platform built using NitroStack MCP.
Forge-OS is an intelligent manufacturing operations platform that assists factories in analyzing industrial incidents, identifying root causes, estimating business impact, and recommending the optimal recovery strategy.
Instead of relying on manual decision-making during production failures, Forge-OS uses an AI Decision Twin with deterministic business logic to generate structured incident analysis and automate operational workflows.
Built for the NitroStack Agentic AI Hackathon.
- 🔍 Industrial Incident Analysis
- 🧠 AI Decision Twin
- 📈 Business Impact Estimation
- 🛠 Automated Maintenance Ticket Generation
- 📦 Spare Part Reservation
- 🚚 Supplier Ordering
- 🏭 Production Notification
- 💰 Finance Notification
- 📄 Automated Incident Report Generation
- ✅ Incident Closure Workflow
+----------------------+
| NitroStack Agent |
+----------+-----------+
|
---------------------------------------------
| | |
Resources Decision Twin Tools
| | |
Machine Logs Incident Analysis Maintenance Ticket
Engineering Manual Root Cause Reserve Spare
Inventory Recovery Plan Order Spare
Production ScheduleBusiness Impact Notify Production
Safety SOP Recommendations Notify Finance
Maintenance History Generate Report
Supplier Data Close Incident
Forge-OS connects the AI agent to multiple manufacturing resources.
- Machine Logs
- Engineering Manual
- Inventory
- Production Schedule
- Safety SOP
- Supplier Data
- Maintenance History
- Health Checks
- Decision Twin
| Tool | Description |
|---|---|
| analyze_incident | Performs complete incident analysis |
| create_maintenance_ticket | Creates maintenance tickets |
| reserve_spare | Reserves spare parts |
| order_spare | Orders replacement parts |
| notify_production | Alerts production teams |
| notify_finance | Estimates and reports financial impact |
| generate_incident_report | Creates detailed incident reports |
| close_incident | Closes completed incidents |
The Decision Twin evaluates incidents using deterministic decision logic.
It generates:
- Executive Summary
- Incident Details
- Root Cause Analysis
- Business Impact
- Recovery Strategies
- Recommended Strategy
- Step-by-step Execution Plan
This ensures consistent and explainable decision-making during industrial disruptions.
- NitroStack MCP
- TypeScript
- Node.js
- NitroStudio
- MCP Resources
- MCP Tools
src/
├── ForgeModule
├── ForgeResources
├── ForgeTools
├── ForgeService
└── widgets/
npm install
npm run dev- Industrial machine failure occurs
- Operator submits incident
- Forge-OS analyzes machine logs
- Root cause is identified
- Business impact is calculated
- Best recovery strategy is generated
- Maintenance ticket is created
- Spare parts are reserved
- Production & finance teams are notified
- Incident report is generated
- Manufacturing Plants
- Smart Factories
- Industrial Automation
- Predictive Maintenance
- Factory Operations
- Incident Management