In the dynamic landscape of modern banking, effective risk management has become paramount to financial success. Banking analytics, with its ability to identify patterns and trends within vast datasets, plays a crucial role in this process. By integrating Business Banking Analytics (BBA) into existing systems, financial institutions can materially