Ingest
Pull from warehouses, APIs, files, and streams into one clean intake. Schema drift is caught at the door, not in production.
120+ sourcesDataturner is the workshop where messy data gets mounted, cleaned, and turned to exact specification — ingested, transformed, orchestrated, and shipped with contracts that hold.
Every pipeline runs the same disciplined path — from raw stock to a part you can hand downstream without a second thought.
Pull from warehouses, APIs, files, and streams into one clean intake. Schema drift is caught at the door, not in production.
120+ sourcesDeclarative turns in SQL or Python. Every transformation is versioned, tested, and reversible — shaped to spec, down to the column.
SQL · Python · dbtDependency-aware runs that retry, backfill, and alert themselves. Watch the whole lathe spin from a single control room.
DAG · cron · eventPublish trustworthy datasets with contracts, lineage, and freshness guarantees baked in. Downstream teams stop guessing.
Contracts · lineageFour stations. Raw goes in one end, a contracted dataset comes out the other — every pass logged, tested, and reversible.
$ dataturner run orders_clean --watch
[ingest] pulled 1,204,883 rows from postgres.orders
[validate] schema OK · 0 drift · 3 nulls quarantined
[transform] dedupe → join(customers) → type(amount::money)
[test] unique(order_id) ✓ not_null(total) ✓
[contract] orders.v3 satisfied · freshness < 5m
[ship] published → warehouse.analytics.orders ✦
Start free on a single bench. Scale to a full workshop when the whole company runs on what you ship.
$0/ forever
For solo builders turning their first pipelines.
$48/ seat · mo
For teams shipping data that the whole company depends on.
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For org-wide platforms with compliance teeth.
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