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.