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AI breakthroughs in healthcare are accelerating—but getting them to patients is still the hardest part. In this Davos panel, two healthcare founders share what it really takes to move AI from research and pilot studies into real-world patient care. The conversation explores the gap between scientific discovery and bedside implementation, focusing on regulation, clinician trust, data representation, reimbursement, and global access. From non-invasive neurostimulation for epilepsy to AI-powered platforms for chronic kidney, heart, and metabolic disease, the panel dives into lessons learned scaling across the U.S., Europe, Africa, and Latin America. We examine why adoption is about more than accuracy, how cultural context shapes care pathways, and why identifying disease at scale also creates ethical responsibility to deliver treatment. A grounded, honest discussion about scaling AI in patient care—beyond hype, toward real impact.