Incremental data loading using watermark columns. Metadata-driven configuration for dynamic table processing. Performance optimization through parallelism and batching. Data consistency validation ...

A control table drives the selection of source systems, enabling flexible and scalable orchestration through a master pipeline. Audit logging is handled via stored procedures in SQL Server, and ...