The banking industry is entering an era where competitive advantage no longer hinges on acquiring new accounts, but on deeply understanding and precisely serving the needs of its long-accumulated customer base. This shift explains the surge in AI investments, transforming vast data repositories into enhanced service revenues and superior customer experiences, rather than relying solely on credit growth as in the past.