Rhino Health

Company profile

About Rhino Health

Rhino Health (operating as Rhino Federated Computing) is a federated computing platform company that solves critical challenges in AI and data collaboration by enabling organizations to work with siloed data without centralizing it. The company's core technology allows data science teams, AI developers, and enterprises to run the full data science stack—exploration, preparation, analysis, model training, validation, and inference—across distributed data environments while maintaining complete control and compliance. Rhino's platform eliminates the traditional bottleneck of data sharing agreements and centralization requirements that delay AI programs in regulated industries. The company offers multiple solution areas: Federated Data Science for running analytics and model training where data lives; Federated Model Networks that allow AI vendors to deploy proprietary models to client environments without exposing model weights or requiring data transfer; Federated Agentic AI for building and deploying AI agents across decentralized data; and RhinoDHE, a GenAI-powered data harmonization engine for transforming data to common models like FHIR and OMOP. The platform features edge computing architecture where data never leaves its source, comprehensive security with differential privacy and confidential computing, and support for any cloud or on-premise deployment. Rhino serves healthcare systems, life sciences companies, public sector organizations, and financial services firms that need to collaborate on sensitive data while satisfying strict governance, privacy regulations, IP protection, and contractual obligations. The platform is designed for regulated enterprises where data cannot be freely centralized, enabling them to build better AI models with more diverse, multi-modal datasets across organizational boundaries.

Company description · Rhino Health official website