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Leveraging AI to simplify and speed up ETL Testing
The data validation and ETL testing process is difficult and time-consuming without an automated ETL testing solution like QuerySurge.
Creating tests between source and target data stores requires:
- Strong SQL skills
- Lots of time
QuerySurge’s new AI-powered technology is a generative artificial intelligence module that automatically creates data validation tests, including transformational tests, based on data mappings.
QuerySurge AI provides a radical shift in ETL testing. The average data warehouse project has between 250 to 1,500 data mappings and test creation for each mapping requires approximately 1 hour per test.
With QuerySurge AI, test creation happens in minutes, converting data mappings into tests written in the data store’s native SQL with little to no human intervention from this low-code or no-code solution.
QuerySurge AI leverages artificial intelligence to automatically convert data mappings into data validation and ETL tests in each data store’s native SQL with extremely high accuracy.
Benefits from QuerySurge AI include:
- Dramatically decreases the time to create tests and analyze results
- Improves data quality due to much faster & more thorough testing cycle
- Reduces need for skilled tester
- Facilitates increase in ETL testing coverage to upwards of 100%
QuerySurge will help you:
- Leverage artificial intelligence to quickly & easily increase test coverage
- Continuously detect data issues in the delivery pipeline
- Utilize analytics to optimize your critical data
- Improve your data quality at speed
- Provide a huge ROI
But don’t believe us (or our clients). Try it for yourself.
Check out our free trials and great tutorial