Clearer AI/OCR document-review results

Automated document reading is useful only when a reviewer can understand what was found, what is uncertain and what needs attention.

WHAT WE ARE PLANNING

A clearer review experience for AI- and OCR-assisted document processing. Results would separate confidently extracted values from validation warnings, missing information and suggested next actions.

WHY IT COULD HELP

Users could review a document faster without treating automation as unquestionable. Clear uncertainty and validation messages make it easier to correct the record before it becomes part of a policy, endorsement or other workflow.

STATUS

Planned next. Human review will remain central, and the available fields will vary by document type and configuration.