Episode 234 – Clinical Intelligence Begins Where Documentation Ends

The Big Unlock · Caroline Zhang, CEO and Co-Founder, Knowtex

In this episode, Caroline Zhang, CEO and Co-Founder of Knowtex, shares how understanding frontline clinical workflows is essential to building AI solutions that deliver meaningful value in healthcare.

Caroline discusses Knowtex’s journey from working alongside physicians as medical scribes to securing a major enterprise contract with the Department of Veterans Affairs. She explains why AI pilots must be designed for scale, with security, specialty-specific workflows, and seamless integration built in from the outset. She also highlights the importance of earning clinician trust through intuitive technology, personalized implementation, and ongoing support. The conversation also explores why healthcare AI must be evaluated on real-world outcomes rather than marketing claims.

Caroline envisions healthcare AI evolving beyond ambient documentation and automation to AI agents and clinical intelligence, connecting patient encounters with research insights to support better clinical decisions and accelerate the translation of medical research into patient care. Take a listen.