The case study delves into the challenges faced by a prominent financial services firm struggling with an overwhelming backlog of AML alerts, internal process inefficiencies, and governance and staffing limitations. It outlines the strategic approaches implemented, including comprehensive risk assessments, technology optimization, and restructuring of governance frameworks. The results were transformative, leading to a streamlined AML monitoring process, enhanced regulatory compliance, and a robust, adaptable AML framework.