The article discusses how banks can manage risks in their loan portfolios to stay competitive. By using advanced analytics, banks can minimize income variability and price products effectively. The study looks at how portfolio management theories can be applied to lending, using a case study from Queensland Industry Development Corporation. The researchers found that financial institutions use different models to manage risk, incorporating external data to optimize portfolios and set diversification strategies.