Modern ELT: Fivetran or Airbyte load raw tables on a schedule; dbt transforms them with versioned SQL and tests; Airflow schedules the whole DAG; Kafka carries events in real time. Enterprise ETL: Informatica, Talend, and Ab Initio transform before loading with heavy lineage and governance, common in banks and telecoms.