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has watch term Infrastructure."},{"subject":"What is document AI?","predicate":"has watch term","object":"Safety and alignment","text":"What is document AI? has watch term Safety and alignment."},{"subject":"What is document AI?","predicate":"has watch term","object":"Agents and tool use","text":"What is document AI? has watch term Agents and tool use."}]},"intelligence":{"signal_desk":"talking","answer":"Databricks (DBRX) published What is document AI?. 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It turns messy, high-volume documents like contracts, invoices, claims and forms into structured data that downstream systems can actually use. Generative AI makes document AI more adaptable, but not fully self-sufficient. LLMs can help summarize, query and extract from new formats, but accuracy still depends on validation, confidence scoring and human review. Governance is becoming central to document AI adoption. Because documents often contain sensitive financial, clinical or personal data, organizations need access controls, lineage, audit logging and retention policies built into the workflow. Document AI is the use of AI — including machine learning , natural language processing (NLP) and optical character recognition (OCR) — to automatically extract, classify and understand information from documents. Other interchangeable terms for document AI include “document intelligence” and “ intelligent document processing ” (IDP). 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