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Definition

Document AI

Document AI is the broader category of applying artificial intelligence, OCR, computer vision, language models, and validation logic, to understand and process the content of documents, of which Intelligent Document Processing (IDP) is the specific extract-classify-validate-route practice built on top of it.

The two terms get used interchangeably in vendor marketing, which causes real confusion. Document AI is the umbrella: any system using AI to read, understand, or generate insight from documents. Intelligent Document Processing is the specific, production-oriented practice inside that umbrella, extracting, classifying, validating, and routing data from documents into a business system.

Why the distinction is worth keeping

A Document AI capability might also cover things IDP does not focus on directly, summarising a long contract, answering a question about a document's content, or comparing two versions of a filing. IDP specifically is about turning a document into structured, validated data a downstream system can act on. If a vendor pitches "Document AI" without being able to say which specific extraction and validation steps their system actually performs, that is worth pressing on.

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Last updated 9 September 2026