Clinical AI Evaluation
Calibrated clinical evaluation of medical AI, with the reliability of every verdict measured and reported.
Tell us what you're working on and we'll come back with a scoped brief.
Who it's for
AI companies building or deploying medical AI systems that need rigorous clinical validation before release. Particularly relevant for teams preparing regulatory submissions or clinical safety cases.
What we do.
We provide structured clinical evaluation of medical AI systems using calibrated healthcare professionals. Our evaluators assess AI outputs for clinical accuracy, safety, and appropriateness across specialties, from triage recommendations to prescribing suggestions. Every evaluation includes statistical confidence intervals, inter-annotator agreement metrics, and detailed failure mode analysis.
What you get.
- 01
Calibrated clinical evaluation with confidence intervals on every metric
- 02
Failure mode coverage report across 12 safety categories
- 03
Inter-annotator agreement analysis (Cohen's κ and Fleiss' κ)
- 04
Severity-weighted accuracy scores by clinical domain
- 05
Actionable recommendations for model improvement
Why EnterTheLoop.
Our evaluators are UK-registered healthcare professionals, not general annotators. Each one is calibrated before they assess your system, and we measure and report evaluation reliability, so you know exactly how much to trust the results.
Other services.
30-minute call. Get a quote.
Tell us what you’re building and what you need evaluated, red-teamed, annotated, or generated. We’ll come back with a scoped, priced brief — no long enterprise procurement.
- A scoped, priced proposal
- No drawn-out procurement process
NDA available on request.
entertheloopClinicians powering AI alignment, training & safety.Verified against
entertheloopClinicians powering AI alignment, training & safety.