A visual pipeline builder that compiles drag-and-drop workflows into production-grade Airflow or Prefect DAGs, with built-in connectors for common warehouses and SaaS sources. It handles orchestration, deployment, monitoring, and validation so analytics engineers and forward-deployed teams can ship pipelines without backend support.

The proliferation of LLM/ML workflows and ERP-to-warehouse consolidation projects has created pipeline demand that outpaces the supply of data engineers, while orchestrators like Airflow and Prefect have stabilized as compile targets.