Why Governance Determines Whether Agentic AI Accelerates or Stalls Engineering

How governance frameworks determine whether agentic AI accelerates or stalls engineering teams. This article examines why organizations that treat governance as an afterthought end up with stalled AI initiatives, while those that build governance into their agentic AI strategy from day one see compounding returns.

The piece offers concrete guidance for engineering and security leaders on building governance models that enable rather than restrict agentic AI adoption.