CMDB Health Score: What It Is, How to Measure It
Most IT teams have a general sense that their CMDB is degraded. 70–80% of organizations fail to build a proper …
EMA reveals why real-time discovery and CMDB maturity are key to ServiceOps success. Download the EMA Report!
The agentic IT era runs on runtime truth. Not ticket history, not manual CMDB maintenance. See Virima in action →


Most IT teams have a general sense that their CMDB is degraded. 70–80% of organizations fail to build a proper …


Most IT teams already know their CMDB isn’t fully accurate. The data drifts. Tickets get routed to the wrong teams. …


TLDR: Agentic IT is the discipline of deploying AI agents that can perceive, reason, and act across enterprise IT environments …


A serial number conflict in a CMDB occurs when two or more hardware asset records share the same serial …


IT runbook automation in ITSM eliminates the repetitive manual tasks that consume service desk capacity — password resets, server reboots, …