role-based access control
data lineage tracking
data masking
error handling
pipeline monitoring
pipeline versioning
data drift detection
data preview
containerized deployment
REST API for automation
drag-and-drop pipeline design
edge data collection
integration with StreamSets Control Hub
schema evolution support