PARTNERS
The teams building healthcare AI partner with Medcase
From model-training data to multi-country clinical validation, AI software, dataset, MedTech, and life-sciences teams rely on Medcase for clinician-grade medical expertise — accurately, securely, and at scale.
Trusted by teams building the future of clinical AI
WHO WE PARTNER WITH Built for the partners shaping medical AI
Whether you train models, build datasets, or validate clinical tools, Medcase brings the right clinical expertise to your product.
AI & software teams
Ground-truth training and validation data at the sub-specialty, geography, and case-volume precision your models actually need.
Data & dataset teams
Labeled, multi-specialty medical datasets built and reviewed by active licensed clinicians — not crowdsourced annotators.
Healthcare & MedTech companies
HIPAA-compliant clinical input and evidence that strengthen development and regulatory readiness, from early build to submission.
Medical data & content providers
Independent, credentialed validation of clinical AI tools across geographies, languages, and specialties.
FLAGSHIP PROGRAM
Validating a clinical decision-support AI across three continents
Global clinical reference publisher · Clinical AI product validation
A leading clinical reference publisher needed to validate an AI-powered clinical decision-support tool in real-world practice — not just internal testing. Medcase activated its global clinician network to embed the tool into everyday clinical workflows and capture structured, statistically meaningful feedback across multiple healthcare systems and languages.
5
Languages total
450+
Clinicians worldwide
10,000+
Clinical queries evaluated
3 Regions
US, LATAM & Europe
CASE STUDIES Proof across the product lifecycle
DATA ANNOTATION
Scaling clinical review for medication-optimization AI
The client needed diverse, licensed clinicians to evaluate AI-generated medication recommendations against real patient cases. Medcase designed the review workflow, ran a precision pilot, then delivered multi-specialist review with structured reports feeding their AI validation.
MEDICAL IMAGING
Ground-truth labeling for pulmonary-embolism detection
For a PE-detection model, a general radiologist is not enough. Medcase matched US board-certified thoracic radiologists reading 50+ PE cases a week — defining clinician profiles to sub-specialty and case volume before a single case was touched.
HOW IT WORKS How a Medcase partnership works
01
Scope
We define clinician profiles down to sub-specialty, geography, language, and case volume.
02
Match
We activate active, licensed, credentialed clinicians across 60+ countries and 30+ languages.
03
Deliver
Clinician-led review and structured output, HIPAA-compliant and documented at every step.
04
Scale
Multi-cohort, multi-geography programs that grow with your product roadmap.