Grounding - 1

2026 (3)

October (2)

ai: From extraction to action: Using grounding and confidence to build reliable document workflows

Microsoft AI Foundry Blog

2026-10-14

The post explains how Azure Content Understanding uses grounding, field-level confidence, and calibration to support reliable document workflows. It focuses on using these signals to prioritize human review and improve extraction quality.

ai: Azure Content Understanding Prebuilt Analyzers: packaging domain knowledge for document AI

Microsoft AI Foundry Blog

2026-10-13

Azure Content Understanding prebuilt analyzers package domain-specific document AI logic with grounding and confidence signals. The post also shares preview benchmark results for Advanced Contextualization, including quality, modeled cost, and latency.

August (1)

ai: Azure Content Understanding GPT-5 Series Guide: Model Selection, Grounding Improvements, and Confidence Enhancements

Microsoft AI Foundry Blog

2026-08-12

Azure Content Understanding is adding support for the GPT-5 series and updating grounding and confidence features. The change is intended to improve model selection flexibility, efficiency, and extraction quality across document, image, audio, and video content.