Rhino Health

The Rhino Federated Computing Platform (FCP) is built on federated learning and edge computing principles, which 'bring the code to the data'. This allows multiple institutions, such as hospitals, biopharma companies, and research organizations, to collaborate on training AI models using their distributed datasets while ensuring patient privacy, data security, and compliance with regulations like HIPAA and GDPR. The platform provides an end-to-end solution for the entire AI lifecycle, including federated data discovery, harmonization, model training, validation, and monitoring, which can be managed via a web interface or an SDK. A key feature is the 'Harmonization Copilot', which uses generative AI to automate the mapping of diverse data into a standard model.

The company's business model centers on providing this platform to a network of clients, including over 50 medical centers, life sciences companies, and public sector organizations. This approach accelerates the development of more accurate and equitable AI solutions for applications like drug discovery, disease prediction, and diagnostics in fields such as oncology and radiology, by leveraging larger, more diverse real-world data. Headquartered in Boston, MA, with an R&D center in Tel Aviv, Israel, Rhino Health has raised a total of $11.7M as of October 2022 and has established partnerships with Google Cloud and Nvidia.