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Why Single-Pass LLMs Fail at Receipt OCR (And How We Built a Deterministic Consensus Engine)

This story is from 2026-10-27. It is preserved in the archive; the latest stories are on the live feed.

A few weeks ago, while sharing an early version of FINpulse —a personal and family finance PWA I’ve been building—someone on Reddit left a comment that stuck with me: "I run an enterprise system processing tens of thousands of receipts a month. AI extraction looks great when you test it on 50 recei…

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  1. 2026-10-27 12:40 · DEV Community — AI
    Why Single-Pass LLMs Fail at Receipt OCR (And How We Built a Deterministic Consensus Engine)

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