Assistants vs Operators: Why Most Enterprise AI Never Leaves the Sandbox
The main barrier to enterprise AI adoption is no longer model capability. It is the execution gap between AI pilots and governed production workflows. Enterprises should move from assistants to agents, then build an operator layer that controls identity, permissions, orchestration, exceptions, observability, and ROI.