Despite its benefits, data standardization comes with challenges:
Complexity: Standardizing data from multiple sources can be complex and time-consuming. Accuracy: Ensuring the accuracy of standardized data requires ongoing maintenance and verification. Integration: Integrating standardized data with existing systems can be difficult. Compliance: Adhering to data privacy regulations while standardizing data can be challenging.