Streamsets

StreamSets is a data engineering platform for designing, operating, and monitoring continuous data pipelines across hybrid and multi-cloud environments. It provides a visual, low-code interface for building batch and streaming pipelines that move and transform data between databases, data warehouses, data lakes, message queues, and SaaS applications. The platform supports real-time ingestion from sources such as Kafka, cloud object storage, relational databases, and APIs, and delivers data to targets like Snowflake, Databricks, BigQuery, Redshift, and on-premises systems.

Key capabilities include schema drift handling, built-in data transformations, data quality checks, and error handling to keep pipelines resilient as source systems evolve. StreamSets offers centralized pipeline orchestration, version control, and environment promotion, enabling teams to manage hundreds of pipelines at scale. Its monitoring and observability features provide metrics, alerts, and lineage views to track data flows and diagnose issues quickly.