AI is changing operations fast by compressing triage, diagnosis, and decision prep into minutes instead of hours. But production is still not fully autonomous. Agents need reliable tooling, bounded permissions, clear runbooks, and approval gates. The winning model is semi-automatic: AI proposes, operators verify, systems execute with traceability. That balance delivers speed without surrendering control.