Automatically deploy relevant tests & monitors
Build a robust testing and monitoring strategy with Scout AI. Scout combines business context, proven testing best practices, and a deep understanding of your code, lineage and logs to recommend and deploy a best-in-class testing setup.
You know testing matters, but doing it right is hard.
As data stacks grow in complexity, defining the right tests can become overwhelming. Most teams don’t know where to start, rely on generic templates, or end up firefighting issues downstream. Scout recommends the most relevant tests & monitors for your use case with all the context.
With Scout
Manually
Scout makes everyone a testing expert
Share a plain text description of your data use case to give Scout context about how, when, and where data is used.
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Scout pulls data from your lineage, logs, code changes, and past issues to only place highly relevant tests
Scout suggests where to deploy relevant tests and monitors. It's tightly integrated with your development workflows in dbt and SQLMesh. Code changes are only a PR away.
Out-of-the-box testing best practices aligned with analytics engineering workflows
Scout adapts to your business and is integrated with the tools you already work with.
Testing best practices baked in from day one
Choose from one of our recommended testing strategies (we wrote the guide about it!) or tailor your own strategy.
Deeply integrated with dbt & SQLMesh
Push tests directly into your transformation workflows. Scout opens pull requests in dbt & SQLMesh, so tests live where your team works.
Deploy tests & monitors in the tools you use. Bring everything together with SYNQ
Monitor all your data controls in one unified dashboard that combines your SYNQ monitors with data controls from dbt, SQLMesh, Airflow and much more.
See it in action
Benefits of a robust testing setup
Leveling up your testing on par with top data teams brings results.
A fully integrated data observability platform
Our integrations make it easy to work with all the platforms and applications you want to use. We’re proud to be a fully integrated platform for data quality.