What are the Challenges in Maintaining Data Quality?
Maintaining high data quality is challenging due to several factors:
Data Volume: The sheer volume of data generated can make it difficult to maintain quality. Siloed Systems: Different departments may use separate systems, leading to inconsistencies. Human Error: Manual data entry and processing can introduce errors. Data Integration: Integrating data from multiple sources can be complex and error-prone.