Knit Health is turning collective clinical wisdom into a new intelligence layer for healthcare.

Most medical knowledge isn’t found in a textbook. It lives in the practice patterns and intuition of experienced providers. We have developed a new class of healthcare-native intelligence that learns from those real-world actions. By observing hundreds of millions of clinical decisions across over 130 million patient journeys, Knit builds a model of how care is actually delivered, not just how it is documented. Knit is building a healthcare world model: a dynamic understanding of how patients, clinicians, workflows, and constraints interact in real care.

Knit functions as a unified intelligence layer for the entire health system. The platform fine-tunes to your specific practice patterns and delivers actionable insights directly into existing workflows. By understanding patient flows, provider behavior, and operational constraints all at once, Knit turns fragmented steps into a coordinated system.

This allows health systems to handle complex needs like next-day specialty access and referral orchestration without adding administrative weight. We help ensure the right patient reaches the right provider at the right time while letting clinicians focus on practicing medicine.

Knit Health was spun out of UC Berkeley and is backed by Uncork Capital, Frist Cressey Ventures, Moxxie Ventures, and Coalition Operators. 

Knit Health

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Knit Health

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