How to Correlate Alerts to CI and Business Service
To correlate alerts to the CI and business service that actually matters, bind every alert to an authoritative configuration item …
Where is IT wasting spend on unused software and unmanaged hardware?
IT wastes spend on unused software seats, duplicate SaaS subscriptions, and unmanaged hardware that never enters a trusted inventory or …
Why does ServiceNow CMDB drift after import projects?
The import cutover lands on Friday. CIs look clean on Monday. Change tickets start failing the second week because hosts …
How do end-of-support assets create operational and audit risk?
The patch window closes, and one host still fails the standard build check. Ops knows the box is old. Nobody …
How do I close the gap between purchased licenses and actual installs?
Renewal week arrives with three files open, and none of them agree on the gap between purchased licenses and actual …
Runtime Dependency Context AI Agents Need Before Production
AI agents require five core layers of runtime dependency context before executing production changes: active network communication paths, upstream and …
Hybrid Discovery: On-Prem, VMware, and Cloud in One CMDB
The change window is Friday. Network has a switch export, VMware admins have a vCenter list, cloud has three account …
How to Find Shadow Servers and Unknown Network Devices
Three weeks before a SOX sample, a PCI scope freeze, or a data-center cutover, the inventory still looks complete on …
Why CMDB Projects Decay Without Discovery Authority
Six months after go-live, the configuration management database (CMDB) project still has a green status slide. The tool is live. …
