The CNC manufacturing industry is an indispensable machining method in modern manufacturing. With the transformation, upgrading, and intelligent development of the global manufacturing industry, the CNC sector has encountered unprecedented development opportunities. Advanced technologies such as high-speed cutting and compound machining are increasingly applied in CNC equipment. These technologies can significantly improve machining efficiency and quality while reducing production costs. Intelligence is a trend in the development of the CNC equipment industry. The integration of AI and CNC enhances machining efficiency and accuracy, driving the demand for “multi-skilled talents” in the industry. By introducing artificial intelligence algorithms, CNC equipment can achieve adaptive control, predictive maintenance, and fault diagnosis, thereby increasing the level of production automation.