While data transformation offers numerous benefits, it also comes with its set of challenges:
Data Quality: Ensuring the accuracy and completeness of data can be difficult. Scalability: As data volumes grow, the transformation process can become more complex and resource-intensive. Integration: Combining data from various sources in a consistent manner can be challenging. Compliance: Ensuring that data transformation processes comply with regulations like GDPR and CCPA is crucial.