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FactFrame
Demo

Public demo: every run here is a recorded replay of a real run, labelled with when it ran. Nothing on this site calls a model. Live runs are by request during early access.

Guided demo

Watch a report become a checked infographic.

Pick a scenario. Instant Demo replays a real run that already happened, badged with when it ran. Run live renders it again with Nano Banana 2.1 on today's engine and costs real API money.

Problem: an image model can draw a number wrong, or twice, and a reader may not notice. What this does: every number on the image is read back blind and matched to its sentence and page in the PDF. Why it matters: you publish with a receipt, not a hope. How to use it: choose a scenario, press Instant Demo, then open the receipt at the end.

Every figure in the Wrenfield report on one page, at the product setting (2K, thinking on), engine .2 (an earlier gate, named on the receipt; a live run uses today's engine). First check: 55 of 57, plus 2 unsourced: 18,640 drawn where 4,101 belongs, one repeat ($9,512,700 twice), one stray number (42,101), and 87 missing. Masked edits fixed the wrong digit and removed the repeat and the stray number; a full re-render was tried and discarded; 87 could never be placed and is flagged for a person: 56 of 57. The final image's reads are stored with the run.

Wrenfield Community Food Network is an invented organisation and its report is invented; the run is real.

Live runs are by request during early access.Use your own PDF

Early access

Turn a report into an infographic you can trace back to the PDF. Send me a public report. I’ll run it through FactFrame and return the infographic plus a receipt showing where each number came from and what could not be verified.

Request an early-access run: the link is in the post; the request form opens here soon.

Free while billing isn’t live. No account or payment. Public reports only for now. I’m opening a small number of runs at a time.

Press Instant Demo to start.

You'll see the render, the controls, the first check with every number stamped, each repair with its pixel measurement, and the receipt.