Beyond the Chatbot: Building AI-Powered Experiences in HealthTech
AI is showing up everywhere in digital health — but adding a chatbot isn’t the same as building a great product.
Behind every AI feature are real decisions: What should we automate? What should stay human? What data should this system actually have access to? And how do we know it’s good enough to ship?
In this live panel, founders and engineering leaders will share how they’ve approached building AI-powered experiences in healthtech — from early product bets to questions of data, differentiation, launch readiness, and how clinicians are incorporated into the process.
We’ll talk about what makes an AI product more than a surface-level integration, when conversational interfaces make sense (and when they don’t), and how teams think through trade-offs without slowing down innovation — especially in environments where clinical trust and oversight matter.
This session is designed for founders, CTOs, and product teams navigating AI in digital health and looking for practical insight — not hype.
As always, there will be time for audience questions and open discussion.
Panelists:
Taylor Rose is the Founder and CEO of Kinstead Health, an AI-powered operating platform that helps nurse practitioners launch and grow independent primary care and behavioral health clinics. A former hospital administrator at Children’s Hospital of Philadelphia, McKinsey consultant, and healthcare operator, she focuses on how AI can reduce administrative burden, strengthen clinical autonomy, and expand access to care. She is passionate about building technology that puts clinicians back in control of medicine while creating scalable, sustainable practice models.
Sunaina Kavi is an AI Product Leader at Omada Health driving strategy for behavior-changing AI in chronic disease care. She partners with clinicians and ML teams to launch agentic AI in regulated healthcare, combining deep technical rigor with a focus on real patient impact. With a background in biomedical engineering and finance, she helps teams build AI systems that scale responsibly—and deliver measurable ROI
Tanya A. Zucconi, MBA, CPHIMS, PMP, CMS is a Healthcare Operations Executive and AI Advisor focused on the strategic deployment of emerging technologies in clinical settings. As an AI Advisor at FASTx Partners and a member of the Coalition for Health AI (CHAI), she works to establish and implement national standards for AI safety and health equity.
Marcos Soto is an ML Engineering Manager at Xmartlabs, leading the design and deployment of AI-powered systems in digital health and beyond. His work focuses on turning product ideas into production-ready AI solutions, with a strong emphasis on data strategy, evaluation, and launch readiness.
Your Hosts
Xmartlabs is a Uruguay-based software development studio offering nearshore development support, fractional CTO services, and embedded engineering teams. We partner with healthtech companies from early stage to scale to design and build thoughtful, production-ready digital products.