We propose an information management platform that combines software and hardware in response to problems in the production management processes of irradiation enterprises. The proposed platform combines automatic recognition technology to achieve dynamic data collection and the effective storage of irradiated materials during processing as well as the information processing of business data throughout the processing and production processes. First, we analyze the overall structure of the system and the various components of the software and hardware environments. Second, we explore the design and application of a hardware environment based on IoT technology in the irradiation process, including key hardware selection, production line applications, data acquisition, and processing. Finally, by analyzing the system requirements and designing business processes and functional modules, we implement the management system and successfully apply it in practice. The application of this platform can effectively improve the quality of product irradiation processing and provide a useful reference for production information management in irradiation processing enterprises.