AI Health Tech: Debunking the Business Models

​AI Health Tech: Debunking the Business Model
What Actually Works in Data, Regulation, and Commercialization

​📅 January 13 | JPM Healthcare Conference Week
📍 Venue to be shared upon approval
🔒 Invitation-only · Off-the-record · No recording

​AI is transforming healthcare - but building a real, scalable business around AI remains far harder than the pitch decks suggest.

​During JPM week, we’re hosting an intimate, invitation-only gathering of health-tech founders, operators, and investors to share hands-on, real-world experiences building and backing AI health-tech companies - across AI software, regulated AI, and AI embedded in therapeutic devices and robotics.

​This is a peer-learning session, not a theoretical discussion. The focus will be on what actually works (and what breaks) when moving from AI promise to clinical and commercial reality.

​Topics include

• ​Building reliable AI: data, ground truth, and validation

• ​Data acquisition and contracting realities

• ​Regulatory learnings (including AI in devices and robotics)

• ​Business models, pricing, and commercialization

• ​IP strategy and defensibility

• ​Investor expectations vs. operator reality

​To encourage candid discussion, this session will be off-the-record and not recorded.

​Agenda

• ​4:00–5:00 PM - Reception & Networking

• ​5:00–5:45 PM - Moderated Panel

• ​5:45–7:00 PM - Networking

​Panel

• ​Anthony Paek, Co-founder & President of Lunit

• ​Nick Damiano, Founder & CEO of Andromeda Surgical

• ​Felix Kim, Principal of NEXT VENTŪRES

• ​Zach Hong, Partner of Perkins Coie

• ​Catherine J. Song, Co-founder & CEO of Soundable Health (moderator)

​Attendance is limited and requires approval.

This session is designed to foster peer learning, share hard-earned lessons, and strengthen the health-tech ecosystem - especially during a time when founder-led innovation faces increasing complexity and pressure.

🙏 Special thanks to Hanwha for generously supporting this AI gathering and helping foster founder-led health innovation. Hanwha AI Center (HAC) is a private membership for all those dedicated to AI. As a hub for innovation, HAC brings together passionate entrepreneurs, researchers, and visionaries to explore the societal and technological impacts of AI on human life.