Distinguish extraction and decision-making
A document workflow can prepare fields for approval without making the underlying legal, financial, or professional decision. Design those boundaries explicitly.
Inspect the exception workload
Test changed layouts, missing fields, duplicates, and ambiguous values. Keep the source visible and estimate the work of checking each extracted record.
THE PRACTICAL TAKEAWAY
Preserve evidence and a review step before consequential writes.