This session examines what it takes to move AI from early prototypes through pilots and into scalable, measurable business value across SAP environments. Attendees will learn how organizations assess which early ideas are worth advancing, sequence AI initiatives as maturity increases, and establish clear ownership as solutions move into live operations. Explore where organizations are seeing the strongest returns today, what differentiates high-impact initiatives from stalled efforts, and how adoption, trust, and governance shape AI outcomes at each stage. Gain practical insight into applying guardrails, managing risk as AI scales, and building the business case for continued investment using results that resonate with both technical and business stakeholders. Walk away with a clearer, end-to-end understanding of how to progress AI initiatives from experimentation to sustained enterprise value.