AI spend doesn't stop at the model bill — it's agents running unchecked, data pipelines duplicating work, and teams each paying for their own stack in isolation. In this session, you'll learn how to gain visibility and control over AI costs across every layer: models, agents, data pipelines, and the teams running them. You'll see how to move from reactive spend management to proactive cost governance — so AI scales your business, not your bill.