You wouldn’t run a hospital without monitoring patients’ vitals. Yet most enterprises deploying AI agents have no real visibility into what those agents are actually doing — or why. What began as chatbots and demos has evolved into autonomous systems embedded in core workflows: handling customer interactions, executing decisions, and orchestrating actions across complex infrastructures.