Technical leaders face the challenge of balancing innovation with governance when rolling out AI assistants across teams. This session offers a tactical view on operationalizing AI in software development - covering success metrics, telemetry, feedback loops, and enterprise guardrails. Based on the GitHub Well-Architected framework and broadened to general-purpose AI tools, we’ll explore how to create visibility into usage, address security and compliance risks, and ensure that AI-powered development doesn’t just happen - it scales with intent and trust. A must-attend for those building the platforms and policies of tomorrow’s engineering organizations.