2 posts tagged with "automation"

Take a CMDB that knows your infrastructure cold — every asset, every relationship, every owner, every vulnerability, every dependency.

Now put agentic AI on top of it.

Here's what happens.

Offboardings finish in ninety seconds — while the people who used to do them are still in standup. Vulnerability queues drop from 800 CVEs to twelve that actually apply. Change risk reviews land inside the ticket before the CAB meeting starts. Incidents arrive with the affected systems, the dependent services, the recent changes, and the probable root cause already attached. Compliance evidence assembles itself as a side effect of operations, not as a quarterly fire drill.

This isn't theory. This is what's shipping today.

It works for one reason: agents don't fail in IT operations because the AI is bad. They fail because the AI doesn't know what it's looking at.

A CMDB-grounded agent knows. That's why the CMDB — the one nobody loved, the one that always felt slightly out of date — just became the most valuable asset in IT operations.

Ask an AI agent to "fix the vulnerable server" and you might get a fast answer. Ask it to do that safely in a real environment, and the first question is not which model you chose. It is whether the agent knows what that server is connected to, who depends on it, who owns it, and what happens if it goes down.

CMDB relationships are the foundation for agentic orchestration.