GenMD

Health Systems

Research Collaborations

AI Partnerships

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Unlocking the World's Healthcare Data

GenMD creates privacy-preserving digital twins of health records, so researchers and partners can collaborate on clinical data under the health system's governance and terms.

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Explore the datasets

Research Collaborations ›

A virtual hospital researchers can study without touching PHI.

Life Sciences ›

Real-world evidence for pharma and biotech studies.

AI Partnerships ›

Shaping and evaluating the clinical AI clinicians will use.

Supported by

Research Collaborations

A virtual hospital for research.

Researchers explore a statistically faithful twin of a health system's patient population: build cohorts, test hypotheses, train models. When ready, their code runs on real data inside a secure sandbox.

How it works

New value from existing data.

Every collaboration creates a new revenue stream for the institution, with transparent terms, full audit trails, and approval rights on every use.

Connect

GenMD deploys inside the health system's environment. Data never leaves its walls.

Twin

GenMD generates a privacy-preserving digital twin of the EHR.

Collaborate

Approved partners work on the twin. Real-data validation earns revenue, and only with institutional sign-off.

Estimate data value

Privacy is the product.

Digital twins contain no identifiable patients. Real data stays behind the institution's firewall. Every query logged, every use approved. Validated privacy metrics on every twin. Code goes to data, not data to code.

AI Partnerships

Shaping the AI clinicians will use.

Clinical AI is coming to every hospital. GenMD partners with health systems to evaluate and improve frontier models on real-world care, ensuring they work for real patients.

Explore AI partnerships

FAQ

Does patient data ever leave the health system?

No. Partners work on twins; real-data analysis runs inside the institution's environment.

What is a digital twin?

A statistically faithful, non-identifiable replica of a clinical dataset.

Who decides who gets access?

The health system. Every partner and use is institutionally approved.

How are health systems compensated?

Through a revenue share with no upfront cost. Partners can use the twin freely, and the health system keeps the majority of revenue from real-data access.

Clinical data, open to research. Patients, protected.

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GenMD

Privacy-preserving clinical data for research and frontier AI.

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