Safety assessment institutions comprehensively assess various safety hazards through professional and technical means, and play an important role in improving the level of enterprise production safety management and providing technical support for production safety supervision and management departments. In order to strengthen the management of safety assessment institutions, standardize security evaluation behaviors, and create an evaluation industry atmosphere of honesty, self-discipline, efficient service, and fair competition, on the basis of determining the credit status monitoring indicator system of safety assessment institutions, a comprehensive evaluation model for credit status monitoring of safety assessment institutions based on cloud model is constructed. This model can not only reflect the credit status of the safety assessment institution as a whole, but also discover the excellent status of specific indicators; at the same time, credit risk warnings are carried out for safety assessment institutions based on the evaluation results. Real-time early warning and monitoring are of great significance to corporate credit risk prevention.