Overview
Deployed and configured a shared Open WebUI instance on Cloud Foundry, integrated with enterprise AI infrastructure to democratize AI access across the organization. This centralized platform has empowered multiple teams to leverage AI capabilities seamlessly.
Key Features
- Multi-Tenant Architecture: Secure isolation between team workspaces
- Enterprise SSO Integration: Seamless authentication via corporate identity
- Centralized AI Gateway: Single point of access to multiple AI models
- Usage Tracking & Analytics: Real-time monitoring and cost management
- Auto-Scaling: Handle varying loads with Cloud Foundry’s built-in capabilities
- High Availability: Reliable uptime with zero-downtime deployments
Technical Approach
Cloud Foundry Configuration
- Deployed as multi-instance application for high availability
- Configured environment variables for AI gateway and OAuth integration
- Integrated with PostgreSQL service for persistent storage
- Implemented blue-green deployment strategy for updates
Security & Access Control
- Corporate SSO for authentication and authorization
- Role-based permissions tied to organizational structure
- Network policies restricting access to internal AI endpoints
- Secure credential management via vault integration
- Complete audit logging for compliance
Integration Points
- Enterprise AI Gateway: Centralized access to multiple AI providers
- PostgreSQL Database: User data, conversations, and configurations
- Monitoring Stack: Real-time metrics and alerting
Impact
Business Benefits
- Reduced setup time from days to minutes for new users
- Centralized billing and usage tracking for cost optimization
- Shared prompt libraries enabling knowledge sharing
- Faster prototyping and innovation acceleration
Technical Achievements
- Fast Response Times: Optimized API performance for seamless user experience
- High Availability: Reliable platform with minimal downtime since launch
- Zero-Downtime Deployments: Seamless updates via blue-green strategy
- Automatic Scaling: Dynamic resource allocation based on demand
Challenges Overcome
- Rate Limiting: Implemented intelligent queuing for burst traffic
- Cost Management: Built dashboards for real-time usage tracking per team
- Compliance: Ensured data handling met legal requirements
- User Onboarding: Created comprehensive training materials and workshops
Technology Stack
- Platform: Cloud Foundry
- Application: Open WebUI
- Database: PostgreSQL
- Networking: API Gateway
- Monitoring: Logging & Metrics Tools