Transitioning from a legacy product to an AI-native one is far more than a technical upgrade—it’s a fundamental shift in how teams build, ship, and measure value. This session explores the full transformation journey, from redefining product vision and capabilities to managing organizational change and evolving customer expectations. Attendees will learn how to assess readiness, prioritize AI opportunities, and avoid common pitfalls when integrating machine learning into existing product architectures. Using practical frameworks and real examples, the session highlights how to balance innovation with stability, build trust with stakeholders, and create a roadmap that accelerates AI adoption without disrupting core operations. Participants will leave with clear, actionable strategies for leading their organization confidently into the AI-native era.