The Platform Around the Agent: What Enterprise Architects Actually Build

Most enterprises have bought an AI coding agent and are stuck. The ones generating real productivity gains didn’t win by picking a better model. They built a platform around the agent. This post walks through the five control-plane responsibilities that separate the 11% of AI-native orgs from the 95% reporting zero ROI, grounded in public deployments from Block, Shopify, Atlassian, Airbnb, and others.

April 15, 2026 · 24 min