Agentic AI in the Enterprise: What IT Leaders Must Get Right
Enterprise AI has crossed a threshold. The conversation is no longer about whether AI can assist IT teams, it already
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AI Agents in ITSM: Why the Data Layer Determines Whether They Work
AI agents are arriving in IT service management at speed. They are being deployed to triage incidents, route tickets, fulfill …
How Virima Augments the ServiceNow Context Engine with Trusted Runtime Truth
Workflow context tells AI agents what happened. Trusted Runtime Truth tells them what exists, how it’s connected, and what could …
Configuration Item lifecycle: From discovery to decommission in a modern CMDB
The problem with treating CIs as static records
Most CMDB projects start with momentum. Teams run a discovery sweep, populate …
ITIL Change Management and CMDB Accuracy: Why One Depends on the Other
The change that should have gone fine
The CAB approved it. The change window opened on schedule. Forty minutes in, …
