Have test automation/test execution framework built into data management to make it easy to test various data management scenarios in non-production environments. Functional users can declaratively define new tests in the framework and get them executed in an automated way. Implementation teams can create their own regression suite to validate their extensions and if needed, even out of the box data entities to ensure validation completeness. Scenarios supported should encompass DIXF, BYOD and integrations.