Overview

Generative Medical builds an AI data platform that generates synthetic electronic health record data to help healthcare organizations share and monetize data without exposing patient identities. The GenMD Synthesizer runs in cloud or self-hosted and uses differential privacy to produce high-fidelity synthetic data that preserves real-world statistics while containing no personal identifiers. It handles both structured data (like diagnoses and medications) and unstructured data (such as physician notes and medical images) and is hosted on SOC 2–compliant infrastructure with HIPAA and FedRAMP compliance. The goal is to enable safe data sharing and collaboration for research and drug development by providing realistic data while requiring authorization to access real data when necessary.