Abstract: Aim to investigate characteristics and discipline of management innovation method of Chinese enterprises. Using exploratory multiple case study method and based on grounded theory, were analyzed to identify influencing factors and dimensions of management innovation method of Chinese enterprises. Through open coding, axial coding selective coding and modeling, the results show that the environment, the team spirit of innovation, innovation culture and enterprise strategic choice are four fundamental categories of the factors. Based on the above analysis, we use neural network method to build intelligent evaluation systems of enterprise management innovation methods.