The test every AI explanation in finance has to pass

Say your reconciliation tool flags a break between two ledgers, and now there’s a number that needs an explanation. The AI-generated summary says the mismatch is a timing difference, transaction posted late on one side. Then your controller asks which transaction, on which date, and why it posted late instead of on time.