Predictive analytics presents a transformative approach to credit scoring by leveraging historical data and advanced algorithms. By identifying patterns and trends, predictive models have the capacity to precisely assess creditworthiness, thereby minimizing the risk of default. ,Additionally , predictive analytics supports lenders to tailor credit