With the development of technology and the massive demand in the global market, intelligent manufacturing of machinery has become a key focus of development in various countries. It has higher efficiency and lower costs than traditional technologies. This review will focus on the six main technologies involved in intelligent machine manufacturing at this stage, and present the general direction of future development. The focus will be on the limitations and challenges of artificial intelligence technology and industrial robotics to provide direction for future development.