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The current transformation workflow is destination-owned and revision-based. There is no canvas transformation node and no separate Normalisation panel.

Create a transformation

  1. Open Transformations.
  2. Select a destination in the left navigator.
  3. Click New transformation.
  4. Enter a name, stable key, and output model.
  5. Select one or more source input streams.
  6. Write the SQL model.
  7. Click Save draft.

Release a revision

Use the editor’s release workflow in order:
  1. Validate draft checks SQL and the output model.
  2. Preview output runs the valid draft and shows its result.
  3. Publish revision makes that revision available to the owning destination’s next run.
Unsaved or unpublished drafts do not change production runs. Revision history keeps earlier releases visible.

Rename and cast values

Express renames and casts directly in SQL:
Use SQL for filtering, joins, JSON extraction, derived fields, aggregates, and final output selection. See SQL transformations.

Assign the published output

After publishing, open the owning destination. Under Published output targets, enter the final table and Upsert keys, or configure Airtable field mappings and merge fields. Final destination tables must exist before delivery.