How to Correct AI Extraction Errors Safely
Fix merchant, date, total, tax, currency, or category fields while preserving the original document and review history.
Published by the AI Expense Editorial Team. AI Expense is developed and published by EmuInbox.
Problem: Fix merchant, date, total, tax, currency, or category fields while preserving the original document and review history.
Case notes for reviewers correcting recognized expenses
The useful outcome in this case is to make corrections traceable and proportionate. Start from the source document and record only what another person can verify. A complete-looking row is not useful when its merchant, date, amount or context cannot be traced back to evidence.
What arrives
The process begins when you compare the field directly with the source. Before recognition, decide whether the file represents one transaction, several documents or an incomplete source.