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Knit Health
Founders
Knit Health is a clinical AI company spun out of UC Berkeley that is building a Large Clinical Behavior Model (LCBM) trained on real-world clinician decision-making patterns rather than medical literature or text. Using deep reinforcement learning, causal inference, and behavioral cloning, Knit's platform learns from over 130 million patient records across 30 U.S. health systems to optimize triage, patient flow, care coordination, and clinical operations. The company aims to become the foundational infrastructure layer underpinning every clinical workflow in health systems.
Company Founded in 2025
