In order to improve TDM processes, software engineering leaders should use this research to lessen the burden on product teams, many of which are currently experiencing challenges in development and testing environments. This research provides insights regarding TDM tools, practices, and technologies enabling improved team structures, such as synthetic data generation and automated test data.