Quality

Integrating data quality into Catalog allows you to display test results on the assets covered by those tests.

Use this table to pick the integration that matches how you produce quality signals today:

Method	Best for
Coalesce Quality	Showing test results from Coalesce Transform on assets you already sync through the Coalesce integration.
dbt	Showing dbt test results on dbt-backed assets when you already ship manifests and run results to Catalog.
Monte Carlo	Surfacing Monte Carlo monitors on warehouse tables and columns already integrated in Catalog.
Sifflet	Displaying Sifflet checks and latest results on the data assets those checks evaluate.
Soda	Surfacing Soda Cloud checks and latest results on the warehouse assets those checks target.
API Quality	Sending custom scores or third-party quality payloads with the Catalog data quality API when you manage the pipeline yourself.

---