With the rapid development and widespread use of cloud computing technology, more and more enterprises are starting to research ways to integrate cloud computing with traditional enterprise management models to improve their efficiency and market competitiveness. This paper aimed to explore the performance and advantages of the integration of cloud computing and traditional enterprise management through research on the integration of cloud computing and enterprise management. Firstly, this article elucidated the basic concepts and characteristics of cloud computing and traditional management models. Secondly, the application of cloud computing in traditional enterprise management was analyzed. Then, research and analysis were conducted using machine learning algorithms. Finally, decision-making and security experiments were conducted to demonstrate that the integration of traditional enterprise management models with cloud computing results in better performance. The experimental results showed that the integration of cloud computing and traditional enterprise management mode strengthened its analytical decision-making ability and security. Therefore, it was concluded that integrating cloud computing with traditional enterprise management models enhanced the market competitiveness of enterprises and contributed to their development.