Orphaned configuration items exist where parent CIs have been deleted but child CIs still reference them through relationship records. (high likelihood)
Required attributes defined in CMDB data quality rules are missing values on configuration items, violating mandatory field requirements. (high likelihood)
Duplicate configuration items have been identified that should be merged but remain as separate records in the CMDB. (medium likelihood)
Discovery processes have created CIs with incomplete or invalid data that fails validation against configured quality rules. (medium likelihood)
Custom data quality rules have been configured with overly restrictive criteria that legitimate CIs cannot meet. (low likelihood)