Modern technical teams have learned a clear lesson from DevOps, SRE, and AIOps: complex systems cannot be managed well if they are invisible. Applications need logs, metrics, traces, alerts, and feedback loops. Cloud infrastructure needs monitoring. Incident response needs context. Automation is most useful when it does not simply perform tasks, but helps teams understand what is happening, what needs attention, and what should happen next.