In the modern software development lifecycle, test data is as critical as the test cases themselves. Without realistic and diverse datasets, even the most sophisticated automated testing frameworks can fail to detect hidden defects. Traditionally, QA teams have relied on manual creation, production data sampling, or synthetic generation tools. However, with the rise of Generative AI in 2025, the game has changed. Generative AI – the family of AI models capable of producing text, images, cod...
