Azure Content Understanding in Foundry Tools

Azure Content Understanding in Foundry Tools is Microsoft's comprehensive content AI service, bringing together multiple approaches to document and content processing under one product. Content Understanding takes diverse types of input data—text, audio, images, documents, and video—and enables organizations to build generative AI solutions seamlessly with the latest models available. Azure Content Understanding brings together our document intelligence and multimodal content understanding capabilities, enabling both traditional and LLM-based approaches to information extraction across structured and unstructured content.

Azure Content Understanding—formerly part of Azure AI services—is now Azure Content Understanding in Foundry Tools. This change is part of a broader platform unification under Microsoft Foundry, aligning these services with how today’s developers build intelligent, agentic applications.

Content Understanding still offers the same powerful capabilities, like extracting structured insights from multimodal data (text, audio, images, video), grounding information, and automating schema generation. But it’s now a core tool within the Foundry ecosystem, designed to work seamlessly with other tools like Speech, Translator, and Document Intelligence.

This renaming helps clarify how Content Understanding fits into the Foundry platform, making it easier to discover, orchestrate, and integrate into modern AI workflows for document automation, customer insights, and agentic reasoning.

Content Understanding enables developers to incorporate data types across modalities simultaneously into their existing apps and deploy custom models for their enterprise. It significantly simplifies generative AI solution development for multimodal scenarios and removes the manual effort to switch to the latest model upon release. It accelerates time-to-value with multiple modalities simultaneously analyzed in a unified workflow.

Check out Content Understanding in the Microsoft Foundry.

Pay for only what you use. There are no upfront costs with Content Understanding pay-as-you-go pricing. Pricing is based on input (content extraction) and output (field extraction) costs.

Azure Document Intelligence (now part of Azure Content Understanding) is a Foundry Tool that applies specialized AI neural models to extract text, key-value pairs, tables, and structures from documents automatically and accurately. Azure Document Intelligence provides high-accuracy and reliable deterministic extraction of structured and templated documents while Azure Content Understanding also offers LLM-powered analyzers for complex, unstructured, and multimodal content. Together, they make it easier to prepare data for intelligent agents and applications that can read, analyze, and respond to real-world content with precision and speed. For detailed guidance, see Choose the right Azure AI tool for document processing.