Cribble

Know exactly what to double-check.

Every extracted field carries a confidence score. High-confidence fields show green; anything uncertain is flagged yellow or red. You spot-check the flags, correct inline, and approve. Under 30 seconds a document instead of 5–10 minutes of manual entry.

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An accounting professional checking a line on a flat paper invoice against extracted fields on a laptop

Per-field honesty

Confidence isn't a single blended number that hides a bad field behind ten good ones. Each value is scored on its own, so your attention goes exactly where it's needed.

Correct in place

Click a value, type the fix, done. Corrections are saved against the document record, and if you fix a reference number, matching re-runs on the spot.

Approve with the original in view

The source document sits beside the extracted data the whole time. Verify against the real thing, then approve with one click.

Trust is a workflow, not a promise

No extraction system is perfect, and the ones that pretend to be cost you dearly at reconciliation time. Cribble's answer is transparency: show the confidence, flag the doubt, make correction effortless.

Every correction also makes the system better. Reviewed fields become verified data, and the audit trail of who changed what stays with the document.

related features

Email & photo intakeType-aware extractionEU e-invoicingCross-document matchingAutomation rules