As digital transformation continues to evolve, test data management (TDM) plays a key role in ensuring data security, compliance, and efficiency. TDM 2.0 introduces significant improvements over TDM 1.0, building on its strengths while incorporating modern, cloud-native technologies. These advancements enhance scalability, integration, and user experience, making TDM 2.0 a more agile and accessible solution. With a focus on self-service capabilities and an intuitive conversational UI, this next-generation approach streamlines test data management, delivering notable improvements in efficiency and performance.