Enterprise Services
Clinical AI Evaluation Services
Expert clinical evaluation of medical AI systems — delivered by calibrated UK healthcare professionals with statistical quality guarantees. From structured evaluation to adversarial safety testing.
What We Offer
Our Services
Four core services covering the full spectrum of clinical AI evaluation — each backed by our statistical methodology and quality control pipeline.
Why EnterTheLoop
What Makes Us Different
Clinical Experts
Every evaluator is a UK-registered healthcare professional — not a general annotator. They understand the clinical context because they work in it daily.
Statistical Rigour
Confidence intervals on every metric. Inter-annotator agreement. Proper scoring rules. You know exactly how much to trust the results.
Safety-First
Built on our 10-category clinical AI failure mode taxonomy. We test for the specific ways medical AI fails in practice.
Calibrated Evaluators
Every evaluator passes two-phase calibration before assessing your system. Their reliability is measured, not assumed.
Quality Control
Gold-standard injection, drift detection, attention checks, and justification analysis maintain quality throughout production.
Full Audit Trail
Complete records of every evaluation decision, justification, and quality metric — ready for regulatory review.
Ready to Evaluate Your Medical AI?
Tell us about your system and we will design a clinical evaluation plan tailored to your needs — including methodology, timeline, and deliverables.