This article discusses the potential of using a hybrid quantum-classical model for improving credit scoring in finance. By incorporating quantum computing and machine learning principles, this approach can speed up data analysis and potentially reduce risks for lenders. The integration of quantum physics in finance has shown promise in areas such as risk analysis and portfolio optimization.