Healthy CMDB, Low Confidence? The Problem Many Teams Miss

In many mature ITSM environments, CMDB dashboards look strong — high coverage, clean relationships, and successful discovery. Yet during real operational events, teams still pause before trusting impact analysis. The issue is shifting from visibility to decision trust. As ServiceNow automation and AIOps scale, this gap becomes more critical. Systems begin acting faster than the confidence level of the underlying service data. Forward-looking teams are now focusing on continuous trust validation instead of static health metrics. 👉 Deep dive here: https://mjbtech.com/blog_pages/When-a-Healthy-CMDB-Becomes-Operationally-Useless-The-Trust-Gap-in-ServiceNow-ITSM.html servicenow, itsm, devops, aiops, enterprise