Turn APIs, tools, and data into real agent velocity | DEM331
Azure Content Understanding turns messy multimodal content into clean, structured, agent-ready output via one pipeline.
“They can reason, but they cannot really read.”
A Microsoft Build breakout demo introduced Content Understanding, a pipeline that parses, classifies, and extracts structured markdown/JSON from messy multimodal inputs like scanned PDFs, tables, and images, with built-in grounding, confidence scores, and governance. It addresses a real agent failure mode (agents reason but can't reliably read raw documents) and integrates with the Microsoft Agent Framework, but it's an incremental tooling demo rather than a major industry signal.