Enterprises today face a familiar yet formidable challenge: mountains of documents -contracts, invoices, reports, forms - remain locked in unstructured...

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Mistral Document AI (mistral-document-ai-2512) is now available via Microsoft Foundry, combining high-accuracy OCR (mistral-ocr-2512) with intelligent document understanding (mistral-small-2506). It handles multi-column layouts, handwritten annotations, tables, and multilingual content, outputting structured JSON or Markdown. Benchmarks show ~95.9% overall accuracy versus 89-91% for competing platforms, with 99%+ accuracy on many individual languages. Key use cases span financial services, healthcare, manufacturing, legal, and retail. The open-source ARGUS accelerator on GitHub provides a full end-to-end pipeline integrating Mistral Document AI alongside Azure Document Intelligence, with runtime provider switching via a Streamlit UI and simple environment variable configuration.

Unlocking Document Understanding with Mistral Document AI in Microsoft Foundry