For many years, organizations have invested significant effort in building and maintaining Configuration Management Databases (CMDBs). The promise of the CMDB has always been compelling: a centralized source of truth for technology assets that supports operational visibility, incident response, change management, and infrastructure governance. However, despite widespread adoption, many CMDB implementations have struggled to deliver their full potential.