Datafold is the fastest way to validate changes during development and deployment. Datafold can also help validate source-to-target migrations and replication parity. With Datafold, data engineers can audit their work in minutes without writing tests or custom queries. Integrated into CI, Datafold enables data teams to deploy with full confidence, ship faster, and leave tedious QA and firefighting behind.

Automate proactive testing for all data transformations. Supercharge your dbt workflows with seamless dbt Cloud and Core integrations.

Know exactly what will happen to data and data applications once the code is deployed, right in the pull request. Identify breaking changes, sudden metric shifts and edge cases before they do any damage to the business.

Stop surprising your data users with unexpected metric changes and broken dashboards. Easily share impact reports with everyone and give heads up before deploying the changes to production.

Manual data testing is hard, tedious, and error-prone.

With full visibility into every change, everyone, not just data team, can contribute, because testing and reviewing code is so easy!