This paper aims to discuss the conflict between the evolution law of the enterprise compliance management subject and the regulation logic in China. By analyzing the background and demand of the evolution of compliance management subjects, the innovative compliance management concept is put forward, and the application of this concept in enterprise compliance management is introduced in detail. The results show that this concept has significant advantages in promoting the development of enterprise compliance management and solving the conflict of regulatory logic. The study of this paper is of great significance for the deep understanding and application of the evolution law of enterprise compliance management subjects in China.