Dagster

Building reliable data pipelines is hard enough — keeping them observable, well-documented, and compliant as they scale is a whole other challenge. Dagster is a cloud-native orchestrator designed for the entire development lifecycle, offering integrated lineage and observability, a declarative programming model, and best-in-class testability. It acts as a unified control plane for building, scaling, and monitoring AI and data pipelines with confidence. Dagster automatically tracks, documents, and audits every dataset for data integrity, compliance, and full transparency — while integrating with any stack from S3 to Snowflake to PowerBI. Built to deliver an excellent developer experience without sacrificing the transparency and control data leaders need.