Customers are increasingly expecting their financial services providers to treat them as unique individuals, offering them services that are matched exactly to their own personal circumstances. Against such a backdrop, embracing data analytics is essential for the future of banking. It enables institutions to stay competitive, enhance customer experiences, and manage risk more effectively in