With the development of technologies such as artificial intelligence and the Internet of Things, intelligent construction scheduling technology has been proposed and widely applied in the field of construction project management. It not only significantly improves construction efficiency, but also scientifically ensures project quality and safety. In order to fully leverage the advantages of intelligent construction scheduling, this article first analyzes the necessity of applying intelligent construction scheduling to construction project management based on the introduction of its core content and advantages. Then, specific management optimization measures are discussed, hoping to provide reference for optimizing construction project management.