Based on 5 G and machine learning analysis, according to the proposed smart factory, reference architecture for traditional manufacturing companies, the smart manufacturing workshop is a core component of the smart factory and its application path. Earlier systems emphasized that the manufacturing innovation process did not achieve market success, but most studies considered the importance of technological innovation as an element of the service innovation process. The proposed system provides a direction for organizing the overall innovation platform to achieve organizational excellence in various production services. Manufacturing service innovation is considered one of the keys to enabling 5 G communication systems. The role of corporate culture choice and 5 G logo innovation, the model under given initial background conditions, is a new contribution in this area. When manufacturing companies already leverage core competitiveness in strategic shifts and transitions to important new service businesses. Traditional telecommunications networks have provided different services to different customers through a single network infrastructure. Used to study machine learning technology's performance and the impact of organizations on the practical manufacturing industry of service innovation manufacturing. The 5 G Technology Innovation Services Platform uses machine learning technology to represent hands-on experience classification to analyze the manufacturing industry.