Working with
01 · Protected by design
01
Behind your firewall
GenMD runs in the health system's own cloud account. Patient records stay on hospital systems.
02
De-identified with validated methods
Identifiers like names, dates, and record numbers are stripped using validated methods. The clinical signal stays intact.
03
Partners see a digital twin
The twin is generated from the hospital's data. It keeps the statistical patterns researchers need, without carrying over any individual patient's record.
04
The right to decline any partner
GenMD vets every partner and shares each one with your data governance team, who can decline any that don't fit institutional policy. All queries are logged.
02 · We do the work
01
GenMD deploys in the hospital's own cloud account and connects to its EHR. IT keeps control of access throughout.
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We de-identify the data, generate the twin, and verify its privacy metrics before any partner sees it.
03
We find and vet research, life-science, and AI partners, and manage every contract. Your team sees each one and can decline any that don't fit.
03 · The upside
Research
Academic research
Researchers build cohorts and test hypotheses on a hospital's twin, without touching PHI or waiting years for access.
Life sciences
Pharma and biotech
Real-world evidence for trial design and drug development, drawn from the patients you serve.
Clinical AI
Frontier AI labs
Health system data helps test and improve the AI tools clinicians will end up using.
Revenue share
No upfront cost. Partners can explore the twin freely. When they license access to the real data, you keep the majority of the revenue.
Transparent terms
Clear agreements, with a full audit trail of who used the data and for what.
Right to decline
Your governance team can decline any partner or project, at any point.
04 · Trust
Real patient data stays behind the hospital firewall. Each twin is de-identified, checked against validated privacy metrics, and tested for re-identification risk before release. Every query is logged against its stated purpose, and GenMD carries the liability.
HIPAA
SOC 2
FedRAMP
IRB approved
Is GenMD buying or selling our patient data?
No. Records never leave the health system and are never sold. Partners work with a de-identified digital twin. When a project needs the real data, approved analyses run inside the health system, and the health system shares in the revenue.
No. Real patient records stay inside the health system's environment. Partners work only with the de-identified twin.
A synthetic dataset generated from a hospital's records. It preserves the statistical patterns researchers need, without carrying over any individual patient's record.
Yes. GenMD vets every partner, and your governance team can decline any of them. Every query is logged.
What does our team need to do?
Very little. GenMD handles deployment, de-identification, partner sourcing, and contracts. Your team reviews the partners we bring and can decline any of them.
Through a revenue share, with no upfront cost. Partners can use the twin freely. When they license access to the real data, the health system keeps the majority of the revenue.
Who carries the liability?
GenMD does. Liability for the platform and the de-identified twins it produces sits with GenMD under contract, not with the health system.
Privacy-preserving clinical data for research and frontier AI.