Although China’s manufacturing level has made great progress in recent years, the situation that key core technologies are controlled by others has not fundamentally changed. The improvement of innovation capability greatly affects the development of manufacturing enterprises. Therefore, based on the longitudinal case study of CRRC, this paper attempts to analyze the mechanism of innovation capability improvement of late-developing complex product manufacturing enterprises. The results show that the innovation capability promotion mechanism of late-developing complex product manufacturing enterprises includes power traction mechanism, collaboration innovation mechanism, talent cultivation mechanism and knowledge governance mechanism. Based on this, this paper believes that in the process of development, the late-developing complex product manufacturing enterprises need to carry out corresponding personnel training and knowledge management with the help of the state, under a good environment in the industry and on the premise of maintaining their own brands.
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