Verified physician supply for AI teams

Powering medical AI with real physician judgment.

40,000+ verified members on our own platform. Their clinicians grade your models, record clinical data to your spec, and never stop supplying. Consented. Documented. On demand.

Request the catalogue Start with the 24-hour test → How the test works
40,000+ verified members40+ specialties100+ countries12+ languages
CardiologySpainEndocrinologyGujaratiFamily medicineUS-SpanishPediatricsPhilippinesOncology KOLmulti-countryNeurologyPortugueseDiabetologyHindiPulmonologyIndiaRare diseasecomposed to specCardiologySpainEndocrinologyGujaratiFamily medicineUS-SpanishPediatricsPhilippinesOncology KOLmulti-countryNeurologyPortugueseDiabetologyHindiPulmonologyIndiaRare diseasecomposed to spec
Built on eleven years of physician infrastructure for global life sciences.
500K+ verified healthcare-stakeholder networkengaged on professional work every dayconsent + provenance on every fileISO 27001 + 20252 certified

Medical AI is trained on data nobody can verify.

Unknown sources.
Actors reading scripts. You find out after training.
Missing languages.
The best model: 92% on medical exams, 45% on nine-language clinical text.
Nothing custom.
If the data doesn’t exist, nobody will record it for you.
We will.
What we do

Three ways in.

Grade your AI.
Verified clinicians score your model’s answers — right, wrong, unsafe. Name the bench: “40 Spanish-speaking cardiologists.” Live in weeks.
Data, made to order.
Doctor recordings, real clinical encounters, interviews, clinical Q&A — audio or video, your spec, consent attached. Or one question to 1,000 verified doctors.
Supply that never stops.
A dedicated cohort producing monthly, on contract. Capacity goes to whoever commits first.
How it works →Start with the 24-hour test →
Kyrios

40,000 verified members. One ask away.

Kyrios is our own physician community — 40,000+ verified members across 100+ countries, drawn from our 500K+ stakeholder network, growing daily. Verified HCPs discuss practice, post cases, and take part in paid work — a community that answers because it lives.

They answer in-app. They record remotely. AI-moderated sessions run hundreds of interviews in parallel. Everything ships machine-readable: diarised JSON, native + English transcripts.

Ask us to open it on a call. We will.

Inside our network →

Every file arrives with its paperwork.

Since August 2nd, 2026, EU regulators fine AI companies up to €15M — or 3% of revenue — for training data they can’t explain.

Signed consent.
This exact use, dated before recording.
A provenance certificate.
Who, where, when, verified how.
No identities.
You get the specialty, never the person.
Buy it because it’s better. Keep it because it’s legal.
Who we work with
AI labs & hyperscalers — evaluation, corpora, continuous supply.
Request the catalogue →
Pharma AI teams — and the wall, upfront: your research data never trains anyone’s models.
Talk to us under NDA →
Clinical-AI products — safety grading, live in weeks.
Run the 24-hour test →
Data & talent platforms — clinical supply behind your contracts. Partner terms.
Ask for partner terms →
Consulting firms — verified clinical data and evaluation capacity for your clients’ AI projects. Partner terms.
Ask for partner terms →
Research labs & benchmark builders — corpus licences and clinician evaluation for published work.
Ask about a research licence →

The catalogue is ready.

What exists. What’s weeks away. What we build to order. Shared under NDA.

Request the catalogue
One signature. One hour of your team’s time.
Not ready for an NDA? Start with the 24-hour test →