Guide
Why every extracted value should be reviewable
Confidence, provenance and correction history are what make automated reading safe to rely on.
Keep the original beside the result
A value on its own cannot be checked. Formalini highlights the exact place on the page a value came from, so verification takes seconds.
Show uncertainty honestly
Each field carries a confidence level. Anything below the threshold is queued for a human before it is used anywhere else.
Record corrections
When someone fixes a value, the original reading, the correction and who made it stay with the document.
Deliver only what was approved
Signed events and API reads expose approved values, so downstream systems receive data a person stood behind.