Data Transformation

Integrate Validio with data transformation tools to monitor model runs and test results.

Integrate Validio with your data transformation tools to monitor model runs and test results. By connecting to your transformation layer, you can track execution metadata, detect failures, and validate that your models are performing as expected.

dbt

Validio integrates with dbt (data build tool) to validate metadata for test results and model runs. Two source types are available:

  • dbt Model Runs — Monitor model execution status, duration, and failures
  • dbt Test Results — Track test outcomes across your dbt project

Choose the integration that matches your dbt environment:

  • dbt Cloud — For the managed service version; Validio automatically fetches metadata from your dbt Cloud account
  • dbt Core — For self-hosted dbt; upload manifest and run results via the Validio CLI or SDK