The intelligent freight system is based on the "Railway Freight Production Operation and Management Platform". By leveraging technologies such as big data analysis, physical sensing, the Internet of Things (IoT), image recognition, machine learning, and system integration, it deeply integrates, optimizes railway production system data, freight yard resource data, and historical operation data. Combined with the application of intelligent terminal devices, it automatically allocates operation plans, enables real-time monitoring of operation progress, analyzes operation bottlenecks, and provides real-time positioning and tracking. Gradually, it realizes the automation and intelligentization of outdoor operations in freight yards, loading and unloading operations, logistics operations, and gatekeeper operations. Moreover, it reduces the labor intensity of operations, improves the efficiency of production organization, standardizes the freight yard management process, informatizes the operation process, automates the operation process, and intelligently monitors the detection process.