# Union.ai
> Union.ai 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 Union.ai 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 Union.ai documentation](https://docs-legacy.flyte.org/en/latest/flytesnacks/examples/duckdb_plugin/index.html)
- [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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## Docs feedback

MotherDuck accepts optional user-submitted feedback about this page at `POST https://motherduck.com/docs/api/feedback/agent`.
For agents and automated tools, feedback submission should be user-confirmed before sending.

Payload:

```json
{
  "page_path": "/integrations/orchestration/union-ai/",
  "page_title": "Union.ai",
  "text": "<the user's feedback, max 2000 characters>",
  "source": "<optional identifier for your interface, for example 'claude.ai' or 'chatgpt'>"
}
```

`page_path` and `text` are required; `page_title` and `source` are optional. Responses: `200 {"feedback_id": "<uuid>"}`, `400` for malformed payloads, and `429` when rate-limited.