Knit Health, a San Francisco-based healthcare AI startup, launched from stealth with $11.6 million in seed funding to expand development of its clinical intelligence platform for hospitals and health systems. The round was co-led by Uncork Capital and Frist Cressey Ventures, while Moxxie Ventures led the company’s pre-seed financing. Coalition Operators also participated. The company said the funding will support the deployment of its AI-powered clinical operations platform, designed to improve patient flow, triage, care coordination, and healthcare decision-making workflows.
Founded in 2025, Knit Health is developing what it calls a Large Clinical Behavior Model trained on real-world clinical workflows and provider decision-making patterns. The platform uses Truveta electronic medical record data spanning more than 130 million patients across 30 U.S. health systems and applies reinforcement learning, causal inference and behavioral modeling to optimize operational and clinical processes. Initial use cases include patient routing, discharge planning, scheduling and quality improvement initiatives for provider organizations.
The financing reflects continued investor interest in healthcare AI companies focused on hospital operations, clinical workflow automation and care management infrastructure. Frist Cressey Ventures has previously backed multiple healthcare technology and provider-services businesses, while Uncork Capital has remained active in early-stage digital health investing
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