The Rise of Consumer AI Healthcare: Longevity, Weight Management, and the New Digital Care Paradigm | JPM Week 2026
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About the Event
As healthcare shifts from hospital-centered care to consumer-driven experiences, AI is redefining how individuals engage with health, longevity, and weight management. The next generation of healthcare is no longer episodic or reactive—it is continuous, personalized, and AI-powered.
This summit brings together founders, operators, investors, and healthcare leaders to explore how consumer-focused AI healthcare is moving beyond pilots into real-world impact. From AI-enabled longevity solutions to digital-first weight management and GLP-1 ecosystems, we will examine how AI agents, real-world data, and digital therapeutics are reshaping care delivery and patient engagement at scale.
Hosted by Generation Lab & Meddcom AI the discussion will focus on the practical realities of building production-ready consumer healthcare platforms—integrating AI, pharmaceuticals, and digital support to deliver measurable outcomes, sustainable business models, and global scalability across markets including the U.S., Middle East, and Southeast Asia.
This is not a discussion about abstract AI capabilities or future hype.
This is a conversation about what is working today—and what it takes to build the next generation of consumer AI healthcare.
Speaker
Laurence Xu（徐皓天）
Founder & CEO, Meddcom AI
• Serial entrepreneur in healthcare and digital health • AI4Health-to-Consumer pioneer focused on digital therapeutics and health agents • Integrates pharmaceuticals, AI agents, and digital support to build scalable consumer AI healthcare platforms • Driving the global deployment of AI-powered digital therapeutics across the U.S., Middle East, and Southeast Asia
⸻
Alina Su（苏芮）
Founder & CEO, Generation Lab
• Tech entrepreneur reengineering the human aging system, backed by leading global investors including Accel and Samsung • PhD background at Harvard Medical School, specializing in aging and regenerative medicine • Creator of SystemAge™, the gold-standard organ-level biological age assessment platform, serving 375+ healthcare and longevity institutions and public figures worldwide • Building the foundational technology platform for next-generation longevity medicine and consumer health management
Who Should Attend
• Founders and C-level executives building consumer AI healthcare, digital therapeutics, longevity, and weight management platforms
• Healthcare COOs, VPs of Operations, and Heads of Growth / Customer Success driving AI-enabled care delivery and user engagement
• Pharma and biotech leaders exploring AI-powered patient management, GLP-1 ecosystems, and digital companion strategies
• Investors and family offices focused on consumer healthcare, AI-driven digital health, longevity, and scalable healthcare services
• Product, data, and AI leaders translating real-world data and AI agents into measurable health outcomes
Why Attend
• Understand how consumer AI healthcare is reshaping longevity and weight management beyond apps and pilots
• Learn how leading teams integrate AI agents, pharmaceuticals, and digital therapeutics into scalable consumer products
• Gain practical insights into GLP-1 ecosystems, long-term engagement, and outcome-driven care models
• Explore how real-world data (RWD) powers personalization, validation, and global expansion
• Connect with founders, operators, pharma leaders, and investors building the next generation of consumer healthcare
Agenda (7:00 PM – 9:00 PM)
7:00 – 7:05 PM | Opening Remarks
Welcome remarks and introduction to the event theme
7:05 – 7:25 PM | Keynote I (15–20 min)
Life Sciences and Healthcare Regulatory Developments in 2025
(Investment, Data and AI)
Dr. Can Cui | Partner, Greenberg Traurig (GT)
An overview of key regulatory developments in life sciences and healthcare in 2025, with a focus on investment, data compliance, and AI-driven healthcare, and how regulation shapes cross-border transactions and real-world commercialization.
7:25 – 7:45 PM | Keynote II (15–20 min)
From Drugs to Digital Companions: Scaling Consumer AI Healthcare
Laurence Xu | Founder & CEO, Meddcom AI
An exploration of how AI agents, pharmaceuticals, and digital support are integrated to enable scalable consumer AI healthcare, with real-world applications in weight management, metabolic health, and global expansion.
7:45 – 8:05 PM | Keynote III (15–20 min)
The Time Bank: Reengineering the Human Aging System
Alina Su | Founder & CEO, Generation Lab
A discussion on organ-level biological age as the foundation of longevity medicine, and how cutting-edge longevity science can be translated into actionable and scalable real-world applications.
8:05 – 8:35 PM | Panel Q&A (30 min)
Interactive Discussion with All Speakers
A joint discussion on AI healthcare, longevity medicine, weight management, regulatory frameworks, and commercialization, followed by live audience Q&A.
8:35 – 9:00 PM | Networking & Tea Reception
Open networking and informal conversations with speakers and attendees.