Based on 5G and machine learning analysis, according to the proposed smart factory, the reference architecture for traditional manufacturing companies, the Smart Manufacturing Workshop is a key component of the smart factory and its application path. Earlier systems stressed that the process of manufacturing innovation did not achieve market success, but most studies considered the importance of technological innovation as part of the service innovation process. The proposed system provides a direction for the organization of the overall innovation platform to achieve organizational excellence in the various production services.Traditional telecommunications networks have provided a variety of services to different customers through a single network infrastructure. Used to study the performance of machine learning technologies and the impact of organizations on the practical manufacturing sector of service innovation manufacturing. The 5G Technology Innovation Services Platform uses machine learning technology to represent practical experience classification to analyze the manufacturing sector.