DevOps teams have built automated, repeatable processes for much of the development pipeline. Test data bottlenecks continue to plague otherwise efficient CI/CD workflows, yet are surprisingly overlooked when evaluating the speed of the value stream. Legacy ticketing systems and coordination to provision and refresh test data create a tremendous drag on release velocity, and manual processes for de-identifying sensitive information are slow an...