From Orthopedic Surgeon to AI Founder: Building Healthcare Software episode artwork

EPISODE · Aug 19, 2026 · 25 MIN

From Orthopedic Surgeon to AI Founder: Building Healthcare Software

from Startup Physicians · host Alison Curfman, M.D.

In this episode of the Startup Physicians Podcast, Dr. Alison Curfman sits down with orthopedic surgeon and physician founder Dr. Justin Smith to talk about his path from clinical medicine to entrepreneurship, private practice, and building an AI-powered platform designed to reduce the administrative burden of running a medical practice. Justin shares how his entrepreneurial journey started with Morning Rounds Coffee and expanded into medical products, private practice, and ultimately healthcare software. He also breaks down what he has learned about working with developers, building for healthcare compliance, fundraising from physician investors, creating a strategic product roadmap, and using AI to build AI. If you’re a physician with an idea for a startup, or you’re already building one, this conversation is packed with practical lessons on moving from subject matter expertise to an actual company. CHAPTERS00:00 – Introduction: Dr. Justin Smith02:27 – Why AI is empowering physician founders05:37 – Healthcare security, PHI, and SOC 2 compliance07:22 – Why physicians still have an edge as subject matter experts09:49 – Communicating your vision to developers and investors13:23 – Turning physician investors into aligned beta testers16:14 – The changing SaaS landscape18:30 – Prompt engineering, context engineering, and AI agents21:19 – Using AI internally to build a leaner company23:28 – Making independent practice more accessible Resources:Startup Physicians Resources: https://www.startupphysicians.com/resourcesStartup Physicians: https://www.startupphysicians.com/Connect with Justin Smith, MD : Linkedinlinkedin.com/in/justin-smith-md-faaos-fa... - https://www.turnkeyaipractice.io@toddwalkermd - toddwalkermd.com @sportssmithmd - sportssmithmd.com

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In this episode of the Startup Physicians Podcast, Dr. Alison Curfman sits down with orthopedic surgeon and physician founder Dr. Justin Smith to talk about his path from clinical medicine to entrepreneurship, private practice, and building an AI-powered platform designed to reduce the administrative burden of running a medical practice. Justin shares how his entrepreneurial journey started with Morning Rounds Coffee and expanded into medical products, private practice, and ultimately ...

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From Orthopedic Surgeon to AI Founder: Building Healthcare Software

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