Service
Clinical AI Evaluation
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
How It Works
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.
Get a Sample Evaluation Plan
See how we would evaluate your medical AI system — including methodology, timeline, and deliverables. No commitment required.
Request Sample PlanDeliverables
What You Get
Calibrated clinical evaluation with confidence intervals on every metric
Failure mode coverage report across 10 safety categories
Inter-annotator agreement analysis (Cohen's κ and Fleiss' κ)
Severity-weighted accuracy scores by clinical domain
Actionable recommendations for model improvement
Why EnterTheLoop
Why Choose Us
Our evaluators are UK-registered healthcare professionals — not general annotators. Every evaluator is statistically calibrated against expert consensus before they assess your system. We measure and report evaluation reliability, so you know exactly how much to trust the results.
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Request Evaluation
Tell us about your medical AI system and we will design an evaluation plan tailored to your needs.