Most CMDB problems aren’t coverage gaps. See why conflicting data sources and stale CIs erode trust, and the five steps that restore CMDB integrity.
Your CMDB doesn’t have a coverage problem. It has a trust problem.
EMA’s October 2026 research asked where asset data actually breaks. Integration (31%) and accuracy (27.1%) topped the list. Coverage? 12.8%.
Most teams answer a CMDB problem by adding another discovery source. More data. Same distrust.
Why it fails
- Five tools write to the same CI with no reconciliation rules. Last write wins. Truth loses.
- Stale and duplicate CIs pile up. ServiceNow’s own CMDB dashboards now flag them by class, because it’s that common.
- Relationships are missing, so change impact and incident routing guess.
It matters more now. AI agents, change approvals and vendor risk scores all read from the CMDB. In hybrid cloud, CIs appear and disappear in minutes. A quarterly cleanup can’t keep up.
The fix
- Align to CSDM before you add sources.
- Use the Identification and Reconciliation Engine with source precedence. Decide who owns each attribute.
- Set staleness rules per class. Retire what nothing has touched.
- Tie CIs to business services so the data has a consumer and a reason to stay accurate.
- Track CMDB health weekly, not at audit time.
The CMDB isn’t a project. It’s the foundation every other build stands on.
Propel Intelligence anchors governance in CMDB data integrity. One platform. Every tool connected.
