The FDA just cleared an AI model to do something only licensed clinicians could do. The physician who built it explains what happens next. Dr. Reena Pande sits down with Sharif Vakili, MD, MBA, Stanford primary care physician and CEO/co-founder of UpDoc, weeks after his company earned the first FDA clearance for a software medical device with a patient-facing large language model: the first true clinical AI. Sharif traces his path from Yale to Johns Hopkins to Harvard Business School, through seven years in venture capital at Polaris Partners, to the idea he couldn’t let go of: closing the loop between remote patient data and actual treatment. Sharif Vakili is CEO and co-founder of UpDoc, a practicing primary care physician at Stanford Medicine, a former venture capitalist at Polaris Partners, and former host of The Doctor Is Out. UpDoc’s platform (validated in a Stanford-led trial published in JAMA Network Open) is deploying at Cleveland Clinic, Allegheny Health Network, and UCSF Health.Follow the show so you don’t miss next month’s conversation. Leadership Rounds with Dr. Reena Pande is produced by Oxeon, the healthcare executive search firm. Each episode features clinician executives transforming care at the intersection of medicine, business, and technology.Topics & TakeawaysRPM vs. RPI: why remote patient monitoring fell short, but how remote patient intervention closes the loopWhat “clinical AI” really means, and why UpDoc refuses to call it an AI doctorInside the historic FDA clearance for AI-driven insulin management in type 2 diabetesWhy payment reform decides whether clinical AI helps clinicians or exploits themWhy a third of UpDoc’s employees are physicians, the “get it” factor, and the rise of the physician-engineerThe deskilling risk: “make sure you can write before you use these new tools”Chapter Markers00:00 — “Doctors are getting replaced”: cold open02:10 — Sharif’s story: Yale → Johns Hopkins → Harvard Business School06:35 — Seven years in venture at Polaris Partners, stumbling into founding09:25 — Where remote patient monitoring went wrong13:30 — RPI: remote data + clinical AI = care delivered16:46 — Enterprise-facing, EHR-integrated: how UpDoc differs from “AI doctor” apps19:30 — The FDA clearance, explained21:49 — Payment reform: whose margin is the clinician’s time?27:24 — Talent: physician-engineers and why a third of UpDoc are physicians33:03 — The “get it” factor why clinician founders outperform37:51 — Dunning–Kruger and the entrepreneur’s duality42:43 — The deskilling risk: “make sure you can write first”44:50 — The case for optimism#clinical #FDAclearedAI #UpDoc #Sharif Vakili #remotepatientintervention #remotepatientmonitoring #AIinhealthcare #healthcare #physicianentrepreneur #digitalhealthpodcast #ReenaPande #LeadershipRounds #insulinmanagement #type2diabetes #technology #valuebasedcare #healthtechleadership