Why Automating One Step Won't Fix a Broken System

AI agents can dramatically speed up individual tasks, but optimizing single steps in a multistep system often fails to improve overall efficiency—a lesson rooted in industrial history. The real challenge isn't automation; it's systemic redesign. Companies deploying agents must rethink entire workflows, not just bolt efficiency onto existing bottlenecks.