Medical experts

Specialists, not annotators

Human Data Lab works with qualified medical specialists reviewing AI within their own clinical domains.

Qualification

Verified before a single case

Primary credential verification: Medical licence and board certification are verified at source before a reviewer is onboarded.
Active clinical engagement: Reviewers are practising clinicians, so their judgment reflects current clinical standards rather than textbook recall.
Specialty matching: Cases are routed only to specialists qualified for that clinical domain and task, never to a generalist covering an unfamiliar field.

Quality assurance

Reviewers are calibrated against reference material before working on live data.

Agreement between reviewers is monitored over time to catch drift early.

Complex or clinically significant cases receive review from more than one specialist.

Domain network

We work with licensed cardiologists, dermatologists, ophthalmologists, pathologists and radiologists. Paid per case, flexible hours, entirely remote.