Physician-owned.
Physician-written.
Physician-critiqued.
Verillect is a physician‑owned company building the highest‑quality, most aligned clinical data in the world, so medical AI is reliable, safe and available to everyone, everywhere.
The gap
Diagnosis versus the whole visit
90.7%
get the diagnosis right.
29.4%
get the visit right.
Models name the disease, then fail at everything that follows: the questions, the tests, the dosing, the follow-up. That gap is why they are not ready for clinical use.
Best of 31 models tested · KlinikeBench, 333 clinician-written visits · arXiv 2609.38480, Sept 2026
For physicians
Teach AI the judgment you practice.
Physician-owned and physician-led. Paid at or above industry standard.
Why physicians joinFor AI labs
The most accurate clinical data. Aligned to your model.
Built by the most qualified active physician network, checked layer after layer.
What makes it differentFor AI labs
Two ways to work with us.
Let our physicians find the gaps.
We find where your model fails clinically and build the data to close each gap.
Get in touch