Chapter 3: Governance Becomes Software: The Rise of Embedded Control

Governance systems built for slower delivery models struggle to keep pace with AI-driven infrastructure change. Manual approvals, periodic audits, and checkpoint-based reviews become bottlenecks when recommendations and actions can happen continuously. The issue is not that governance matters less in AI environments. It matters more, but it must operate differently.