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Research·Oct 18, 2025· 10 min read

Document verification beyond OCR

Why optical character recognition is the easy half of document fraud detection, and what the hard half looks like.

By Dr. Ananya Roy

Document verification beyond OCR

OCR extracts text from a document. That tells you what the document says. Document verification asks: is the document real? That is a different problem.

Our document pipeline checks substrate (paper texture, security threads), composition (template alignment, font drift), and provenance (chip data on eMRTD documents). OCR is one of many inputs — and not the most informative one.

#document-verification#kyc

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