Capita has identified three key lessons from implementing governance frameworks for agentic AI systems at scale. The article addresses how organizations can effectively manage and oversee AI agents as they become more prevalent in enterprise environments. The publication outlines practical approaches to agentic AI governance based on Capita’s operational experience.