How do I handle low-confidence extracted fields?
Route low-confidence fields to human review, show source evidence, expose the review action through an API, and let high-confidence fields keep moving through automation.
Short answer
Route low-confidence fields to human review, show source evidence, expose the review action through an API, and let high-confidence fields keep moving through automation.
What this means in practice
A document extraction with human review API should avoid blocking an entire document when only one field is uncertain.
Good review tools show the extracted value, confidence score, page region, validation error, reviewer action, corrected value, and audit metadata.