Over the past few years, the banking sector has experienced a troubling surge in fraudulent incidents. The growing dependence on digital platforms and online transactions has compelled fraudsters to innovate their approaches, presenting formidable obstacles for financial institutions. This case study delves into our implementation of a state-of-the-art Fraud Management System, benefiting both banks and regulatory authorities. It has not only heightened efficiency and security but also enriched data accessibility while bolstering scalability and adaptability.