FOR AI & LIFE SCIENCE TEAMS
We connect AI and life sciences teams with 20,000+ active licensed clinicians across 140+ countries and 55+ languages — including 10,000+ in the US — matched to the exact specialty, sub-specialty, geography, and language each project requires.
The exact clinical expertise
your AI needs.
Trusted by teams building the future of clinical AI
MATCHING IN PRACTICE
Not "radiologists" -
the exact radiologist.
A generalist can place a label, but only the right healthcare professional can tell you whether it is clinically true, and your model inherits the difference. Here's how we match the clinical question to the clinician who can actually answer it ↓
IMAGING ANNOTATION
YOUR BRIEF
“PE detection model, US CT data. We need readers who see pulmonary embolism weekly, not occasionally.”
↓ Medcase match
Thoracic-fellowship trained radiologist · US board-certified · reads 50+ CTPA studies a week · English · active hospital caseload.
READER STUDY
YOUR BRIEF
“Gastric biopsy grading for an EU submission. Three blinded reads per case, adjudicated.”
↓ Medcase match
GI-subspecialised pathologists signing out 80+ GI biopsies a week · licensed in your target EU markets · blinded panel with a senior adjudicator.
LLM EVALUATION
YOUR BRIEF
“Rate our symptom-checker’s advice for clinical safety in five markets, in local language.”
↓ Medcase match
Primary care physicians in active outpatient practice · licensed per market · native-language reviews · one QA standard across all five.
Services
Managed end to end — recruitment, credentialing, onboarding, training, scheduling, payments and QA. One accountable team.
Medical data annotation
& labeling
Specialty-matched annotation of medical imaging, clinical text, EHR, video, waveform and audio data for AI training. Every label is placed by a licensed HCP matched
to the data.
Expert network access (interviews, surveys)
On-demand access to HCPs for interviews, surveys, advisory input, protocol review and KOL engagement. Any specialty, any geography, any language.
Clinical AI product validation & testing
Structured, multi-country testing of clinical AI tools by active licensed healthcare professionals: reader studies, model validation, benchmark review, LLM and multimodal evaluation. Built for FDA and EU AI Act requirements.
HOW IT WORKS
From brief to
clinically credible output
Tell us what
you’re building
Modality, volume, turnaround, regulatory target. We’ll tell you exactly how we can help.
We match
h
From 20,000+ licensed clinicians in the network — by specialty, sub-specialty, geography, language and active caseload.
We run it
h
Credentialing, onboarding, training, scheduling and payments — inside your annotation platform or ours. No re-tooling on your side.
You get
audit-ready output
Clinician-led QA and adjudication, with documentation built for FDA and EU AI Act requirements.
Projects start in 5–10 business days.
20K+
Healthcare professionals
in network
140+
Countries
represented
100+
Specialties
200+ sub-specialties
55+
Languages
supported
Clinical rigor is not a feature,
It's the standard
A curated network of 20,000+ verified medical experts worldwide, including 10,000+ in the U.S., spanning 70+ specialties across 60+ countries.
End-to-end project management — recruitment, credentialing, onboarding, training, scheduling, payments — with project initiation in 5–10 business days.
Scalability
Customizable, scalable solutions designed to fit your unique project requirements.
Partnerships with top data vendors and AI annotation platforms, backed by an in-house tech team that integrates client tools, manages data transfers, and handles technical tasks.
Fully compliant with HIPAA, GDPR, and global data security standards.
Ready to scope a project?
“Send us 10 radiologists” is not a brief.
We’ll tell you exactly who should build it.