The combination of Azure AI Foundry and Power Platform democratizes AI. Citizen Developers can build powerful AI apps.
Understanding Integration
Azure AI Foundry
- Enterprise-Grade AI
- Custom Models
- Full Control
Power Platform
- Low-Code Development
- Citizen Developer
- Rapid Implementation
Together
- Central AI Services
- Easy to Use
- Governance Ensured
Connector Options
AI Builder
Native Power Platform AI:
- Predefined Models
- Easy Integration
- Limited Customization
Custom Connector
Directly with Azure AI Foundry:
- Use Your Own Models
- Full Flexibility
- More Setup Required
HTTP Action
For Power Automate:
- Call REST API
- Quick Prototype
- Little Abstraction
Practical Examples
Power App: Document Assistant
Architecture: Power App → Custom Connector → Azure AI Foundry → GPT-4 + RAG → Response → Power App
Features:
- Upload Document
- Ask Questions
- Receive Answers
Power Automate: Email Classification
Flow:
- 1Trigger: New Email
- 2HTTP: Call Azure AI Foundry
- 3Receive Classification
- 4Routing Based on Result
Prompt Example: Classify emails into categories: Order, Complaint, Inquiry, Other
Copilot Studio + Azure AI
Enhanced Bot:
- Copilot Studio for Conversation
- Azure AI Foundry for Complex Tasks
- Seamless Handoff
Best Practices
Governance
Central Management:
- API Keys in Key Vault
- Use Managed Identity
- Enable Audit Logging
Usage Policies:
- Who can do what?
- What data?
- Cost Limits
Performance
Optimization:
- Caching in Power Platform
- Async Processing
- Error Handling
Monitoring:
- Flow Run Times
- API Costs
- Error Rates
Security
Data Flow:
- No Sensitive Data in Prompts
- Validate Outputs
- DLP Policies
Implementation Roadmap
Phase 1: Foundation
- Azure AI Foundry Setup
- Create Custom Connector
- Initial Tests
Phase 2: Pilot
- Select Use Case
- Build Power App/Flow
- Small User Group
Phase 3: Rollout
- Training
- Finalize Governance
- Broader Use
Phase 4: Scaling
- Additional Use Cases
- Center of Excellence
- Continuous Improvement
CNEXT Support
We assist with:
- Connector Development
- Power Platform Training
- Governance Framework
- Use Case Identification
Conclusion
Azure AI Foundry and Power Platform together enable AI for everyone. CNEXT supports the democratization.