THE PERSON BEHIND IT

Built by one person who answers every email.

Confyro doesn't have a sales team, a support queue, or a "your call is important to us." It has a builder with a finance background, a strong opinion about evidence — and a product whose every promise you can verify yourself.

ORIGIN — WHY THIS EXISTSEST. 2026

Confyro started at Princeton. The idea came earlier, in a controlling department in Budapest, where as a finance intern I reconciled 100+ invoices a month by hand — checking every rate, every date, every total against the contracts they came from. What I learned: the errors that cost real money are small, they hide in documents everyone has already read, and finding them is exactly the kind of work people are worst at — repetitive, detail-critical, endless.

Then I spent a summer as a research assistant on a Nobel-laureate economics project, cleaning a historical dataset of 10,000 bondholders from Alexander Hamilton's 1790 refinancing plan. Financial history is unforgiving: a transcription error is the difference between evidence and noise. That project set my standard for what "verified" should mean.

Confyro is that discipline, automated. It reads your outgoing document, checks every claim against your own reference library, and cites its evidence verbatim — on your server, under your control. It flags; humans decide. And when it cannot prove something, it says so, because unverifiable is not verified.

I'm building Confyro at Princeton, where I study economics — under the same rule I train with as a Division I athlete: show up every day, verify everything, no shortcuts.

— Adam Peőcz

Why you can trust a product this young

Not because of a logo wall — we don't have one yet. Because the architecture makes the promises checkable, and every one of them is enforced by the code you run yourself.

CHECKABLE

Your documents never reach us

Confyro runs on your server. Your files, your reference library and your reports stay there — we couldn't read them if we wanted to. Watch the network traffic and verify it.

CHECKABLE

Evidence or it doesn't count

Every finding cites its source verbatim, down to the file and line. Anything the system cannot prove is flagged as unverifiable — never quietly marked as fine.

CHECKABLE

A human you can reach

Support is the person who wrote the code. Questions, bugs, feature requests — you'll get an answer from me, usually the same day. That's the advantage of being early.