Enterprise-Grade AI Runtime Environment for Business Process Automation
Citadel is not just another AI development platform—it's a complete AI Operating System that transforms how enterprises deploy, manage, and govern AI operations. Built on the sophisticated HANA-X Inference Architecture, Citadel provides enterprise-grade governance, comprehensive audit trails, and business-focused applications that deliver immediate operational value.
- Business Process Automation - Direct value delivery through AI-powered finance, HR, legal, and IT operations
- Enterprise Governance - Comprehensive audit trails with Agent Activity Log Schema (AALS) and policy enforcement
- Proactor Agent Runtime - Sophisticated 5-phase lifecycle management with human-in-the-loop oversight
- Clerk Identity Integration - Enterprise SSO, RBAC, and organizational management
- HANA-X Inference Engine - 7 specialized AI models with intelligent task routing and optimization
Status: ENTERPRISE PRODUCTION READY | Completion Date: June 24, 2025
- ✅ PostgreSQL 16 Enterprise Installation - Optimized for 128GB RAM and AI workloads
- ✅ Agent Activity Log Schema (AALS) - Complete 5-phase lifecycle tracking
- ✅ Clerk Identity Management Integration - Enterprise SSO and RBAC support
- ✅ Business Application Schemas - Finance, HR, Legal, IT operations ready
- ✅ Comprehensive Monitoring - postgres_exporter, node_exporter, custom views
- ✅ Automated Backup System - Daily, weekly, monthly retention policies
- ✅ Security Configuration - Role-based access control and audit trails
📋 View Phase 1 Completion Report
Target: HANA-X Inference Architecture with 7 Specialized Models
- 🔄 vLLM 0.2.7 Deployment - 2-10x performance optimization for AI inference
- 🔄 Specialized Model Stack - Mixtral-8x7B, Yi-34B, DeepCoder-14B, MiMo-VL-7B-RL
- 🔄 Intelligent Task Router - Automatic model selection and load balancing
- 🔄 Performance Monitoring - Comprehensive inference analytics and optimization
┌─────────────────────────────────────────────────────────────────┐
│ Citadel AI Operating System │
├─────────────────────────────────────────────────────────────────┤
│ Business Applications Layer │
│ ├── Finance: Invoice Processing, Expense Management │
│ ├── HR: Resume Screening, Employee Onboarding │
│ ├── Legal: Contract Analysis, Risk Assessment │
│ └── IT Ops: Incident Management, System Monitoring │
├─────────────────────────────────────────────────────────────────┤
│ AI Runtime Environment │
│ ├── Proactor Agent: 5-Phase Lifecycle Management │
│ ├── Clerk Identity: Enterprise SSO & RBAC │
│ ├── Policy Engine: Real-time Governance & Compliance │
│ └── AALS: Comprehensive Audit Trail & Analytics │
├─────────────────────────────────────────────────────────────────┤
│ HANA-X Inference Architecture │
│ ├── Task Router: Intelligent Model Selection │
│ ├── vLLM Engine: Optimized AI Inference (7 Models) │
│ ├── Vector Store: Qdrant for Similarity & Embeddings │
│ └── Monitoring: Prometheus + Grafana + Loki │
├─────────────────────────────────────────────────────────────────┤
│ Infrastructure Foundation │
│ ├── Database: PostgreSQL 16 with AALS & Business Schemas │
│ ├── Message Bus: Redis for Async Operations │
│ ├── API Gateway: FastAPI with Policy Enforcement │
│ └── Security: Enterprise Authentication & Authorization │
└─────────────────────────────────────────────────────────────────┘
| Server | IP Address | Role | Status |
|---|---|---|---|
| db | 192.168.10.35 | Database Server | ✅ Production Ready |
| llm | 192.168.10.29 | AI Inference Engine | 🔄 Next Phase |
| vectordb | 192.168.10.30 | Vector Operations | 🔄 Planned |
| dev | 192.168.10.33 | Development Environment | 🔄 Planned |
| test | 192.168.10.34 | Testing Environment | 🔄 Planned |
| orca | 192.168.10.31 | Orchestration Hub | 🔄 Planned |
| dev-ops | 192.168.10.36 | DevOps & Monitoring | 🔄 Planned |
- Invoice Processing - AI-powered invoice analysis, approval workflows, and compliance monitoring
- Expense Management - Automated expense categorization and policy compliance validation
- Financial Analytics - Real-time financial performance monitoring and predictive analytics
- Resume Screening - AI-powered candidate evaluation and ranking with bias detection
- Employee Onboarding - Automated onboarding workflows with personalized training paths
- Performance Analytics - Comprehensive employee performance tracking and optimization
- Contract Analysis - AI-powered contract review, risk assessment, and compliance validation
- Legal Research - Automated legal research and case law analysis
- Compliance Monitoring - Real-time regulatory compliance tracking and reporting
- Incident Management - AI-powered incident triage, automated remediation, and escalation
- System Monitoring - Predictive maintenance and performance optimization
- Security Operations - Automated threat detection and response coordination
- Agent Activity Log Schema (AALS) - Complete audit trail for all AI operations
- Policy Enforcement Engine - Real-time compliance validation and enforcement
- Regulatory Reporting - Automated compliance reporting for various regulatory frameworks
- Human-in-the-Loop Oversight - Configurable human approval workflows for sensitive operations
- Clerk Integration - Enterprise SSO with multi-factor authentication
- Role-Based Access Control (RBAC) - Granular permissions for different user types
- Audit Trail Management - Comprehensive logging and monitoring of all system access
- Data Protection - Encryption at rest and in transit with comprehensive backup procedures
- Comprehensive Monitoring - Real-time performance metrics and alerting
- Automated Maintenance - Self-healing capabilities and automated optimization
- Scalable Architecture - Horizontal scaling support for enterprise workloads
- Disaster Recovery - Comprehensive backup and recovery procedures
- 📋 Documentation Index - Complete navigation guide
- 🚀 Quick Start Guide - Rapid deployment procedures
- 🏗️ Architecture Overview - System design and components
- ✅ Phase 1: Database Setup - Complete database implementation
- 🔄 Phase 2: LLM Server - AI inference deployment
- 📋 Deployment Order - Strategic implementation sequence
- 💰 Finance Applications - AI-powered financial operations
- 👥 HR Applications - Human resources automation
- ⚖️ Legal Applications - Legal operations and compliance
- 🔧 IT Operations - Infrastructure and system management
- 🛡️ Security Framework - Comprehensive security procedures
- 📊 Audit & Compliance - Regulatory compliance and reporting
- 👤 Identity Management - Clerk integration and RBAC procedures
- Ubuntu 24.04 Desktop (recommended)
- Python 3.12.x
- Docker and Docker Compose
- Git and basic development tools
# Database server is production ready at 192.168.10.35
# Connection details available in docs/implementation/deployment/# Coming next: HANA-X Inference Architecture deployment
# 7 specialized AI models with intelligent task routingWe welcome contributions to the Citadel AI Operating System! Please see our Contributing Guidelines for details on:
- Code contribution procedures
- Documentation standards
- Testing requirements
- Review processes
- Development Server: 192.168.10.33 (dev)
- Testing Server: 192.168.10.34 (test)
- Documentation: Comprehensive guides in
./docs/
This project is licensed under the MIT License - see the LICENSE file for details.
- Documentation: Complete Documentation Index
- Issues: GitHub Issues
- Discussions: GitHub Discussions
Current Version: v4.0 - AI Operating System
Phase 1 Status: ✅ COMPLETE - ENTERPRISE CERTIFIED
Next Milestone: 🚀 LLM Server Infrastructure Implementation
Enterprise Readiness: ✅ PRODUCTION READY
Citadel AI Operating System - Transforming Enterprise AI Operations
Built with ❤️ by the HANA-X Lab Team
Status: ✅ ENTERPRISE PRODUCTION READY Certification: ✅ APPROVED FOR IMMEDIATE DEPLOYMENT Integration: ✅ PREPARED FOR HANA-X AND PROACTOR AGENT Business Ready: ✅ FOUNDATION FOR AI-POWERED PROCESS AUTOMATION