Data Observability for Google BigQuery

Data Culpa Validator makes it easy to gain insights into the quality and consistency of your BigQuery data operations.

Try Data Culpa as a SaaS or in a docker container today. We offer a free open-source BigQuery connector on GitHub.

Use Validator to:

      Quickly summarize BigQuery data, reducing tens of billions of values to just thousands.

      Detect changes in data schemas, data volumes, and data values

      Compare one day’s data to another

      Alert data engineers and scientists when data inconsistencies arise.

      Compare any data set to the gold standard data set for your project.