Find the leaks before you build the agents

Automating operations has no natural starting point, so most teams rank by intuition. We read a ticket estate instead. Three patterns show up again and again: hand-offs cost 5.6x, answering beats fixing four to one, and it is never one automation but thousands of small ones.