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Many AI products run on documents: invoices, contracts, claims, IDs, statements. A reliable pipeline parses layout, classifies the document, extracts fields, validates them against rules and records where each value came from. The design choices, the field-level metrics and where a PM sets the line between automatic processing and review.
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