endpoint
2 stories filed under endpoint on Beyond Market Intelligence. The newest of them: “From Notebook to Production: When Your Model Meets a Real API” and “Azure API Management shifts control plane from APIs to AI models and tools”. A model that runs on your machine is only the beginning. Microsoft's dedicated AI Gateway tier for Azure API Management is a thoughtful step forward, shifting the control plane from APIs to models, MCP servers, and tools. Acme AI is the next-generation, AI-powered spreadsheet platform built to replace Excel and redefine how analysts, data scientists, and enterprise teams work… The list below is every endpoint story on Beyond Market Intelligence, newest first.
From Notebook to Production: When Your Model Meets a Real API
A model that runs on your machine is only the beginning. The real work starts when someone else needs to call it. This walkthrough of building a FastAPI endpoint for churn prediction captures that gap perfectly, detailing everything that broke between "it runs" and "it's live." It's a grounded, practical look at deployment realities. For more on tackling technical hurdles, explore the Forrester function piece, but this guide stands strong on its own.
Azure API Management shifts control plane from APIs to AI models and tools
Microsoft's dedicated AI Gateway tier for Azure API Management is a thoughtful step forward, shifting the control plane from APIs to models, MCP servers, and tools. It's a consolidation that architects have long needed, especially with Foundry, Bedrock, Vertex AI, and OpenAI behind one endpoint. Policy cards replacing XML feels right. Still, the governance boundary invites scrutiny. Where does oversight truly begin and end? That question matters as much as the convenience.