Ever wondered how an Amazon package finds its way to your doorstep? That Amazon Prime same-day delivery is powered by AI — and that kind of AI, at that scale, only works because it's governed. In this session, we'll explore the building blocks of AI Governance on AWS: enterprise AI agents, cost controls, and a Shared Responsibility Model for centrally deploying and managing AI applications across your Mac fleet. We'll walk through the architecture behind real-time per-user spend enforcement on Amazon Bedrock, share hard-won lessons on tokenomics at scale, and show how to measure the ROI of AI when every token has a cost. Bring your questions — we'll open the floor to discuss how you're governing AI in your own environment.