Most organizations can launch an AI pilot. Far fewer can scale one into a trusted, measurable business capability. Drawing on real-world customer successes—including award-winning SAP AI initiatives—this session explores the practical decisions, governance models, and execution strategies that separate high-impact AI programs from promising ideas that never move beyond proof of concept. Learn how organizations identify the right use cases, determine where AI is—and is not—a fit, and sequence initiatives as maturity grows. Attendees will gain candid lessons learned on adoption, ownership, risk management, and trust, along with proven approaches for building scalable AI solutions in SAP environments (even for on premise landscapes!)  that deliver measurable operational results and sustained business value.