Healthcare · in research

Clinical answers you can check.

We're building a tool for doctors: help with diagnosis and triage, where every answer points to the exact guideline or study behind it, and the system says it doesn't know instead of guessing when the evidence isn't there. We're looking for a few design partners.

What we would build

The same approach, applied to healthcare.

Answers a doctor can defend, backed by real sources for every claim.

01

Backed by real evidence

Tied to clinical guidelines, validated scoring tools, and real published studies, not an AI's fuzzy memory of medicine. The source is always shown.

02

Says "I don't know" when it should

If it can't back up a call, it says it doesn't know instead of guessing. In medicine, the confident wrong answer is the dangerous one.

03

Built to be checked

Every answer shows its sources and how sure it is, so it holds up in front of a doctor and a regulator.

Backed by real clinical evidence

Every answer points to a real guideline, scoring tool, or published study that a doctor can open and check, plus how sure the system is. When the evidence is too thin, it holds back instead of offering a diagnosis that just sounds right.

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

Healthcare is still a research project, not a finished product. 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 Healthcare before it ships.

Tell us the clinical problem. We work with a small number of design partners per field before anything ships.