This article dives into the core challenges posed by legacy infrastructures and presents practical, modern solutions that allow banks to evolve without disrupting existing operations. By tackling architecture limitations, integration barriers, data constraints, and DevOps inefficiencies, banks can chart a smoother path toward scalable, secure, and truly digital transformation.