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Why we read documents better

Every block. Every engine.
One correct answer.

Every other OCR product bets your document on a single model. We don't — and that difference is the whole methodology.

A panel of experts crowded around one block of text, each examining it and comparing what they read
Every engine reads every block. AI arbitrates, reaching consensus.

One engine is one point of failure. When a single OCR model misreads a word, there's no recovery — the error lands in your text layer and poisons every search and answer downstream. The fix isn't a better single engine. It's never relying on one.

  1. 1

    Split & inspect

    The document is split into pages, and any existing text layer is inspected page by page. Pages that already carry clean, accurate OCR are kept exactly as they are — no reprocessing, no charge.

  2. 2

    Rasterize what's broken

    Where the existing text is garbled, missing, or low-confidence, we render the page to a crisp high-resolution image and read the pixels — never trusting a bad prior OCR to describe itself.

  3. 3

    Segment into blocks

    Each page is split into information blocks — text columns, tables, figures, captions, marginalia — so every region is handled on its own terms instead of forcing one reading on the whole page.

  4. 4

    Every block, every engine

    Each block is read by every OCR engine at once. Where the engines agree and the read is clean, the block is done cheaply. Hard or contested blocks are escalated to heavier, more expensive vision models — so you only pay for the firepower a block actually needs, never the whole page.

  5. 5

    AI synthesizes the truth

    This is the part that isn't a vote. Engines can all agree and still be wrong. Our AI reads every candidate for a block in the context of the surrounding text and reconciles them into one corrected layer — fixing shared mistakes a majority vote would happily keep. Bounding boxes are preserved, so the text sits exactly where the words are.

  6. 6

    Re-package: archival, Markdown & receipt

    The corrected layer is re-assembled into an archival PDF/A-3b with the original layout untouched — plus clean, readable Markdown for your pipeline and a detailed receipt of what changed on every page, with its before/after Retrievability Score.

Proof, not promises

Every page gets a Retrievability Score before and after — an estimate of how findable its text really is. You see exactly which pages improved and by how much, and pages we didn't meaningfully improve are never billed.

Try it free See the pipeline