Choosing Between Copilot Studio and AI Builder
A practical framework for costs, throughput, and governance when scaling AI.
Choosing Between Copilot Studio and AI Builder
When scaling AI in your Power Platform environment, one of the most common questions I get is: "Should I use Copilot Studio or AI Builder?" The answer isn't straightforward and depends on several factors.
Key Differences
Copilot Studio
AI Builder
Decision Framework
1. Use Case Type
- Conversational → Copilot Studio
- Document processing → AI Builder
- Predictive analytics → AI Builder
2. Volume Considerations
- High conversation volume → Consider AI Builder custom models
- Batch processing → AI Builder
- Real-time chat → Copilot Studio
3. Governance Requirements
- Enterprise-wide bot governance → Copilot Studio
- App-specific AI → AI Builder
Cost Analysis
The cost structure varies significantly:
Recommendations
Start with Copilot Studio for conversational AI and AI Builder for form processing. As you scale, evaluate the total cost of ownership including development time, maintenance, and governance overhead.