Agentic AI is already delivering production-grade outcomes, yet most organizations still treat it as simple automation. This conversation explores why the real barrier to impact is not technology, but how work, decision-making, and accountability are structured. Drawing on AWS’s experience at scale, it examines how leading organizations are redesigning workflows to let autonomous systems take on real responsibility.