About
Medicine is about to be practiced alongside machines.
We think practicing physicians should decide what those machines are taught.
Our mission
Medical AI is going to grow. More and more people will have some part of their care touched by a model — a triage answer, a summary, a suggested plan, a second opinion at two in the morning.
That is not a prediction anyone needs convincing of anymore. The open question is what those systems are taught, and by whom.
We want medical AI trained and evaluated by the best physicians, against the most current knowledge. Not by whoever was cheapest to recruit, and not against a textbook that stopped being right five years ago.
The standard medical AI is held to should be set by people who practice medicine.
Why it starts with CME
Physicians already spend hours every year on continuing education. Most of that thinking evaporates the moment the activity is over — a certificate gets filed, and the reasoning behind it disappears.
That reasoning is exactly what medical AI is missing. So we built something clinicians would want anyway: free CME, in short real cases, that tells you how your judgment compares with your peers.
The same work that keeps a license current becomes the record of what good clinical reasoning looks like. Nobody has to do extra work for the mission to happen.
What we hold to
Clinicians decide, not vendors.
Standards come from practicing physicians. We build the instrument; they set the reading.
Disagreement is data.
Where medicine genuinely doesn't agree, we record that rather than averaging it away.
Consent and provenance.
Clinicians know what their judgment is used for, and every judgment is attributable to a verified clinician.
Useful first.
If the CME isn't worth a clinician's time on its own, nothing else we claim matters.
Who's building it
Evident Labs is early. It is being built by clinicians who felt this problem from both sides.
Anup Pradhan, MD
Founder · Orthopaedic surgeon
Practicing orthopaedic surgeon. Built Evident Labs after years of watching CME become an administrative task rather than a clinical one — and after realizing the same hours could be doing something far more useful.
We're building a founding network of clinicians across specialties, starting in musculoskeletal medicine.