ETL

ETL is the standard pattern for moving data between systems: pull it from sources, reshape it, and load it into a warehouse or lake. Every analytics stack and most SIEM pipelines are ETL at heart. Security cares because ETL jobs hold credentials to everything they touch and quietly copy sensitive data to new places, so a forgotten pipeline is both a breach vector and a compliance surprise waiting to be found.