“Automation Driven Digital Transformation Of Legacy Quality Assurance Into AI Augmented Testing Pipelines: A Multidisciplinary Systems Engineering Perspective ”. SciQuest Research Database, vol. 6, no. 2, Feb. 2026, pp. 64-73, https://sciencebring.org/index.php/sqrd/article/view/100.