For Employers
Clinicians trained and calibrated to evaluate.
Your AI is only as trustworthy as the experts who judge it. Our UK-registered doctors, nurses, pharmacists, and academics are calibrated against a graded reference. Every evaluator is credential-verified and arrives with a Reliability Report recording inter-rater agreement and per-metric uncertainty. Calibrated daily on cases written by their own profession.
Clinician’s Verified.
We verify every professional against GMC, NMC, GPhC, and HCPC public registers before they enter your pipeline.
Clinician’s Trained & Calibrated.
Foundation course, daily calibration, reliability score on record. Identical method for every profession, so the score on a doctor’s profile means the same as the score on a pharmacist’s.
Foundation
~45 min
Daily calibration
5 cases · ~4 min a day
Calibration line
8 task types · updated overnight
Matched to work
Same measurement for everyone
Audit trail
Per evaluator, per task
GDPR-aligned
UK Ltd · ICO-registered
Methodology versioned
Recorded with every result
Right to erasure
Compliant retention policy
Every evaluator is measured the same way.
Judgement is measured on a calibration line built from the daily loop, across the eight task types and updated overnight. Reliability Reports issued under the earlier calibration still stand, as PDF for safety reviews and JSON for your QMS ingest, and remain verifiable. Both are built for the people who’ll ask the hardest questions: procurement, regulators, and your safety review board.
- 01
PDF + JSON
Human-readable for safety reviews; machine-readable for QMS and evidence-pipeline ingestion.
- 02
Per-metric confidence intervals
Beta-Binomial intervals for proportions, bootstrap for continuous scores — a lower confidence bound on every metric.
- 03
12-category safety coverage
Performance broken down across the full failure-mode taxonomy, so you see where each evaluator is strongest.
- 04
Full audit trail
Evaluator IDs, gold-task agreement, attention-check history, and methodology version recorded against every result.
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.