Sujeet Kumar Tiwari 2025. Automation Driven Digital Transformation Blueprint: Migrating Legacy QA to AI Augmented Pipelines. Frontiers in Emerging Artificial Intelligence and Machine Learning. 2, 12 (Dec. 2025), 01–20. DOI:https://doi.org/10.64917/feaiml/Volume02Issue12-01.