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Your Extraction Agent Is 94% Accurate and Still Ships Wrong Quantities

Document-level accuracy hides the errors that cost money. Score fields, weight them by consequence, and gate every prompt change in CI. A team demos an agent that reads supplier quotes and customer RFQs and turns them into structured line items. The PDF-to-JSON accuracy is reported as 94%. Two week…

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  1. 2026-11-05 06:09 · DEV Community — AI
    Your Extraction Agent Is 94% Accurate and Still Ships Wrong Quantities

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