We got tired of shipping guesses.
Every team we talked to had the same story: a model extracted a number, nobody could tell if it was right, and someone found out in production.
Total due
1,248.00
A plausible number, from nowhere in particular.
Sample invoice
Verification is the product, not a feature.
A field set you cannot check is a field set someone has to re-read. We built docRefinery backwards from the moment something goes wrong: what would you need to see, and who signed off on it.
Principle
01Show the sourceEvery value traces back to a page and a region. No exceptions.
02Calibrate, do not guessConfidence scores are measured against labeled ground truth, not self-reported by a model.
03Humans stay in the loop by defaultAuto-shipping a field is a threshold you choose, not something that happens silently.
04Slow is fine. Wrong is not.We would rather flag uncertainty than force a value that might be incorrect.
Security and compliance.
Control
01Encrypted everywhereIn transit and at rest, on every plan, by default.
02You own retentionConfigurable windows, from 7 days to fully custom terms.
03SOC 2 Type IIAudit currently in progress, report available on request.
Talk to us.
Questions about deployment, pricing, or whether docRefinery fits your document type. We read every message.
[email protected]Bring one vendor's invoices.
The first document teaches us the layout. Every one after it is recognised on sight.