Traditional ETL pipelines and data engineering approaches fall short when confronted with the semantic complexity and format diversity of real-world information flows.

Data engineers design pipelines to store and process data in region-specific clouds or on-premises infrastructure, ensuring adherence to local laws without disrupting operations.