The intelligent manufacturing and digital factory of agricultural machinery forgings is the trend and goal of the development of agricultural equipment manufacturing industry. Intelligent manufacturing refers to the application of advanced technologies and methods to achieve automation, intelligence and high efficiency of the manufacturing process of agricultural machinery forgings, and improve product quality and production efficiency. The digital factory is to carry out digital management and coordination of all aspects of the production process through information technology, and realize the visualization, information and intelligence of the production process. The application of intelligent manufacturing and digital factory in the production of agricultural machinery forgings can bring many advantages and benefits. First of all, intelligent manufacturing can achieve high-precision processing and efficient production of agricultural machinery forgings through automation equipment and robots, and improve the quality and stability of products. Secondly, intelligent manufacturing can monitor and control key parameters in the production process of agricultural machinery forgings in real time through technologies such as sensors and monitoring systems, timely detect and deal with production anomalies, and improve the stability and reliability of production. The digital factory can realize the comprehensive monitoring and management of the production process of agricultural machinery forgings through the construction and application of information system. Through the Internet of Things technology and data acquisition equipment, the operating status and process parameters of production equipment can be monitored in real time, improving the visualization and transparency of production. Through the information management system and data analysis technology, the key data in the production process can be collected, analyzed and optimized to realize the intelligent and optimized control of the production process. In summary, the intelligent manufacturing and digital factory of agricultural machinery forgings are the inevitable trend of the development of agricultural equipment manufacturing industry. Through the application of advanced technologies and methods, the sustainable development and optimization of the production process can be achieved while ensuring product quality and production efficiency.