AI for spreadsheets, documents, and everything else on your disk

Ask anyone what their busywork looks like and they'll describe a website. Ask them where the damage ends up and it's always a file. The tracker that's three weeks stale. The rent roll that doesn't match the payments. The lead sheet with four duplicate Sarahs. The messy export that was supposed to become a clean list a month ago.

Most AI work tools stop at the edge of the tab, which is a strange place to stop, because the tab was only ever half the loop. The real loop runs website to file and file to website: pull the directory into rows, reconcile the export against the books, take the notes and draft the follow-ups, take the sheet and re-key it into the portal. Automate one side of the loop and you've built half a bridge.

Agent FM treats your files as places to work, the same as any website. Hand it a spreadsheet and a sentence, clean this list, dedupe against the tracker, fill the missing fields and cite a source for each, and it works the cells the way it works a form: visibly, in your actual file, with a report at the end telling you what changed and what it couldn't verify. Documents too: rough notes into a structured doc, a contract into a plain-language brief, a transcript into action items. Markdown files, exports, the folder of receipts. If it's on your disk and it's eating your evening, it qualifies.

The loop closes in both directions. The directory scrape lands as a clean sheet with source links. The clean sheet feeds the portal work. The portal results update the tracker. The tracker feeds the Monday brief. None of it requires you to be the courier between your browser and your files, which, if you write down where your hours go, was quietly one of your job titles.

Two properties hold everywhere, because they're the point. Everything that happens in your files is inspectable: real changes in real documents you can open, diff, and disagree with, plus a written report of what was done. And anything that would leave your world, the email built from the sheet, the filing built from the doc, waits for your OK. The spreadsheet work completes on its own. The send button stays yours.

If your week is a relay race between tabs and files, stop running the baton yourself. Get early access on macOS or Windows; when access opens, make the ugliest spreadsheet you own your first handoff.