Impact
Traction you can verify, not numbers we made up
Every figure below is read live from our production database and refreshes every five minutes. Aggregate only — no patient data, no PII.
● Live — read directly from our production database, refreshed every 5 minutes. No PII, aggregate only. "Credentialed physicians" is our full vetted network; the public directory below lists only those who opted to be named.
What each number means
Behind the metrics
Verified physicians
Licensed MDs who passed multi-stage credential screening — document review, identity and human verification. Not an anonymous crowd pool.
Countries & specialties
The breadth of the network: how many countries our physicians practice in and how many distinct medical specialties they cover.
Blind clinical verdicts
Every independent verdict a physician has cast on a training case — each one blind, seeing no other reviewer. This is the raw material of consensus.
Cases reaching consensus
Cases that gathered enough independent verdicts to pass our defensible sample threshold — the part of the dataset that is sellable ground truth today.
Inter-physician agreement
Average agreement across those consensus cases. High agreement is what makes the dataset defensible in front of a lab or a regulator.
Next step
Put these numbers to work on your data
Send us a sample sprint and we'll benchmark cost and accuracy against your current workflow — you keep the data and the results.