The clinical
trust layer for
medical AI.

Verified, calibrated UK clinicians grade frontier and deployed systems against current guidance, producing the independent evidence that regulators, the NHS and developers rely on to deploy safely.

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Clinician-Led AI Evaluation

Doctors, nurses, pharmacists & researchers train and stress-test frontier medical AI — paid, fully remote, and helping shape safer medicine alongside clinical work.

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The Sovereign Initiative

The UK AI Clinical Evaluation Dataset — a clinician-graded, specialty-mapped evidence base for how medical AI performs against UK practice. Independent and vendor-neutral.

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Commercial Datasets

High-quality datasets, RLHF pipelines & verified domain-expert annotations for AI labs and healthcare ventures — every annotator credential-checked.

For AI developers

entertheloopClinicians powering AI alignment, training & safety.

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entertheloop

Clinicians powering AI alignment, training & safety.