The New Basel Accord, which had officially implemented in its member countries from 2006, becomes the major concern of the financial world. The New Basel Accord includes three pillars, and the most important feature of the first pillar is building an internal credit risk model. It is necessary for a financial institution to develop a management system of credit risk for the purpose of satisfying the internal ratings-based approaches of New Basel Accord. And the mechanism of risk control will help financial institution to detect the credit risk before its occurrence and further minimize the loss. The major purpose of this study is to construct an effective and stable statistic model that can appropriately assist financial enterprises in Taiwan to estimate the potential credit risk. The Logit Model was utilized in this study to construct the risk-alarming model for financial companies in Taiwan. In this study, not only financial variables are included but the indexes of cooperative culture and enterprise perspective are also considered in the model. The empirical data analysis indicated that the credit risk could not be entirely revealed based on the financial data of the companies. It might be necessary to take the cooperative culture and enterprise perspective of a company into account for increasing the explaining power of the prediction model.