StreamSets Data Collector is an easy-to-use modern execution engine for fast data ingestion and light transformations. Data Collector's drag-and-drop UI lets you design, deploy and operate streaming, CDC (change data capture), and batch data pipelines data without hand coding. Fully instrumented "smart" data pipelines let you monitor data in-flight, and are designed to handle data drift with built-in detection and handling.

Choose from a full variety of data stages such as Kafka, S3, Redshift, Snowflake, Databricks, JDBC, Salesforce, Oracle and many, many more. Trigger automatic change data capture jobs to keep cloud data stores current. Integrate with Amazon Key Management and Secrets for one-step security and authentication.