Systems | Development | Analytics | API | Testing

When we first published this report last year, AI in software testing was still an experiment for most teams. Since then, well… everything has changed. In 2025, AI hasn’t been a promise of what’s to come — it’s become an everyday reality.

It doesn’t matter if you’ve got a team of human QA testers or you’re using one of the many automated testing solutions out there, the truth is this: if you have poor data seeding your QA strategy is going to suffer tremendously. If you do it properly, it enables you to run your whole test suite concurrently, keep your tests focused on the actual functionality they should be testing, and make maintenance easier.