This situation happens because data management is a complex process involving many stakeholders and systems that don't always talk to one another. 

To improve data quality at scale, HR leaders should leverage the ABCD Data Quality Framework to take a systematic approach to improving talent data's four most critical traits: Accuracy, breadth, consistency and depth.