Manual Data Entry Errors: Typos and errors during data entry are a common cause of inconsistencies. System Integrations: Data inconsistencies can occur when integrating multiple systems, especially if they use different formats or standards. Outdated Information: Customer data can quickly become outdated, leading to inaccuracies in email lists. Data Silos: When data is stored in isolated systems without proper synchronization, it can lead to discrepancies.