Based on analysis of current manufacturing informatization demands, by integrating and extending the thoughts and concepts of cloud manufacturing, smart manufacturing, enterprise 2.0 and semantic network manufacturing, a new manufacturing model of humans-computers-things collaboration called wisdom manufacturing was put forward with integration of Internet of services, Internet of things, Internet of knowledge and Internet of people. According to the relationship between the data-information-knowledge-wisdom hierarchy, the syntactic-semantic-pragmatic-social semiotic levels and the existing manufacturing models, the inevitability of wisdom manufacturing was discussed. The concept of wisdom manufacturing was defined, and a wisdom manufacturing architecture was put forward. The correlations between wisdom manufacturing and other manufacturing modes such as cloud manufacturing and intelligent manufacturing were analyzed, and service-oriented manufacturing maturity model was proposed. The implementation approach for wisdom manufacturing, especially the one realized from cloud manufacturing was investigated.