With the swift and violent development of big data technology and AI technology once again becoming the global focus, the construction industry has new requirements for its construction efficiency. There is a shortage of construction management and safety management for the current traditional construction projects. This article first proposed applying the idea of big data intelligent manufacturing to the construction industry. Multi-stage integration of intelligent manufacturing technology system from the construction phase, construction of intelligent early warning, and building health diagnosis; Then build a " Intelligent Construction + HCPS" framework; Finally, it puts forward suggestions for the development of construction industry under the big data intelligent manufacturing, so that it can play a role in the construction project and provide a reference for promoting the intelligent construction system construction.