Abstract: The construction industry is a pillar industry of the national economy. Although digital technology has been developed and applied in construction project management to a certain extent, the research and application of deep artificial intelligence technology are still insufficient, and the management methods are still relatively extensive, relying mainly on the knowledge and experience of managers. There are significant differences in management efficiency and effectiveness, which is far from the requirements of high-quality development. This article introduces the multi-dimensional application scenario of artificial intelligence in construction project management, which is achieved through knowledge integration and management integration, based on the semantic analysis model of artificial intelligence for construction engineering quality and safety management. It analyzes the current development status and shortcomings of artificial intelligence in construction project management in China, proposes innovative directions and development prospects, and hopes to have reference significance for the future development of artificial intelligence in the construction industry.