Microsoft Adds Multi-Pass Reasoning to Azure Content Understanding

The claim: Microsoft is introducing an agentic mode in Azure Content Understanding to handle complex document analysis tasks that require multiple reasoning passes rather than a single extraction attempt.

The reality: This is a polite way of billing enterprises twice to parse a single messy PDF invoice, driving up token costs without guaranteeing accuracy on an SAP export.

Why should I care? Could be big
Iterative processing loops will inflate cloud compute bills before they deliver reliable data extraction.

Read the original: When one pass isn’t enough: agentic mode in Azure Content Understanding