Clinical AI needs clinical judgment

Board-certified medical experts review medical AI model outputs in matched clinical domains. Structured expert judgment for training and evaluation, not generic labels.

The product

Expert judgment, structured for AI

01 · Model outputIllustrative

Irregular pigmented lesion with asymmetric pigmentation and poorly defined borders, most consistent with a benign dysplastic naevus.

Specialist annotation

Relevant differential omitted, features do not exclude melanoma.

02 · Specialist review
  • Description matches the image
  • Relevant differential considered
  • Clinically significant omission
03 · Structured signal
Specialist reviewedClinically significantDelivered as API + JSONL
Task adaptability

Clinical review, built around the task

ECG interpretation

Cardiologists review model interpretations of ECG traces, where rhythm and waveform judgment decides what a clinician would act on.

Put your model in front of a specialist

Start with a pilot batch of model outputs.

Run a clinical evaluation