Discovery processes from different sources (SCCM, network discovery, agent-based) are creating separate CI records for the same device due to different identification attributes or timing. (high likelihood)
Identification and Reconciliation Engine (IRE) rules are not properly configured to merge records with matching identification criteria like serial numbers, MAC addresses, or hostnames. (high likelihood)
Manual CI creation by administrators or through imports is bypassing deduplication logic and creating records that should have been merged with existing CIs. (medium likelihood)
Different discovery credentials or access levels are causing the same device to be discovered with different attribute sets, preventing proper matching. (medium likelihood)
CMDB deduplication job is not running or has been disabled, allowing duplicate records to accumulate over time without being processed. (low likelihood)