model router implementation

Azure AI Model Router: Implementation and Production Patterns

After three months running Model Router in our private ChatGPT app, I figured it was time to share what actually works in production versus what the documentation says should work. Part 1 covered the architecture and decision framework. This post walks through the real implementation – deployment, code, monitoring, and the edge cases that aren’t obvious until you hit them.Fair warning: this gets technical. I’m showing you the .NET code we use, the telemetry patterns…

Azure AI Model Router

Azure AI Model Router: When Dynamic Model Selection Actually Makes Sense

I’ve been working with Azure OpenAI for the past year at Advania, building a custom AI application for one of our enterprise clients. Users can create folders, organize their chats, ask anything from simple questions to complex analysis, and upload Word or Excel files for document analysis. We’ve wired it up to Azure AI Search, Azure AI Agents with code interpreter, Fabric for data access, and Bing grounding for web search.One pattern kept repeating: we’d…