Learn how to establish effective governance frameworks for AI usage within platform engineering environments in this 14-minute conference talk. Discover platform-level strategies for managing AI deployment chaos, including unpredictable costs and shadow deployments that threaten infrastructure stability and budget control. Explore practical approaches to integrate observability tools, enforce comprehensive usage policies, and implement robust cost controls as integral components of your internal developer platform. Master techniques for enabling cross-team AI innovation while maintaining strict governance standards, ensuring teams can leverage AI capabilities responsibly without compromising system control, operational stability, or financial oversight.