Successfully managing AI requires more than deployment—it demands governance, oversight, measurement and responsible retirement strategies across the full lifecycle. This session explores how organizations are building frameworks for AI governance, compliance, monitoring and operational management while balancing innovation with risk. Attendees will hear practical examples of how enterprises are managing AI at scale and gain insight into the processes, controls and partnerships required to sustain trusted AI adoption over time.