Finance · in research

Risk and research you can check.

We're building a tool for risk and research teams: every number points back to the real data and assumptions behind it. This is meant to help you think it through, not to tell you what to buy or sell. We're looking for a few design partners.

What we would build

The same approach, applied to finance.

Risk and research tools you can check line by line, with every number traceable to its source.

01

Backed by real data

Tied to real filings, market data, and clearly stated assumptions. You can see the source and the math behind every number.

02

Says so instead of guessing

When the data can't back up an answer, it gives you nothing instead of a confident-looking number that's wrong.

03

Built to be audited

Every number traces back to the data and assumptions behind it, the way a risk committee expects before signing off.

Backed by real data, not a black box

Every number points back to its inputs: the filings, the market data, and the assumptions behind it, plus how sure the system is. When the data's too thin to support a real answer, it gives you nothing instead of a confident-sounding guess.

Already working in another field

The same approach is already working in biotech. Given a big table of real microbe data with no hints, our system rediscovered a known biological control system and matched the textbook answer in about two seconds. Anyone can check the result. See it working on the FluxPilot page.

Status

Finance is still a research project, not a finished product. It's meant to help you think things through, not to tell you what to buy or sell. Our one product that's actually live today is in biotech. If this is your field and you'd like to help shape what we build, tell us below.

Become a design partner

Shape Finance before it ships.

Tell us the risk or research workflow. We work with a small number of design partners per field before anything ships.