AI you can audit — Ask a question, get a number — and the working behind it.

When the AI states a figure, it doesn't get to do its own arithmetic. It declares the claim, and RowFold re-executes the underlying query against your live data server-side. The badge on the answer isn't decoration — it opens into the exact check that ran and what came back. • The AI answers. What happens: "Your open deals total £248,400 across 31 records." What you can inspect: Every record it names is a clickable citation to the real record. • RowFold re-checks. What happens: The sum is re-run as a live aggregate over the Deals table — server-side, not the model's own arithmetic. What you can inspect: The receipt: the exact query replayed, and the number it returned. • The check holds — or it doesn't. What happens: A match gets the verified badge. A mismatch is said in the answer, not hidden. What you can inspect: The workspace tally counts both: checks run, checks held, checks that didn't. • Charts get the same treatment. What happens: Any chart under an answer is recomputed server-side from the aggregate it names — never drawn from what the model wrote. What you can inspect: The chart's data source, same receipt trail.