# Windmill
> Windmill is a platform for building and managing data pipelines. It integrates with MotherDuck for scheduling DuckDB and MotherDuck tasks in repeatable data workflows.
## How it works with MotherDuck

1. Create a task, DAG, flow, or job in Windmill that runs a DuckDB or MotherDuck step.
2. Store the MotherDuck token in the orchestrator's secret manager.
3. Use a small validation query before scheduling larger ingestion, transformation, or export jobs.

## Related content

- [View the full process in the Windmill documentation](https://www.windmill.dev/docs/core_concepts/data_pipelines#canonical-data-pipeline-in-windmill-w-polars-and-duckdb)
- [Loading data into MotherDuck](/key-tasks/loading-data-into-motherduck/)
- [MotherDuck authentication](/key-tasks/authenticating-and-connecting-to-motherduck/authenticating-to-motherduck)


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