The arrival of the AI era is promoting the development of all walks of life. With the in-depth development of education informatization and the change of social needs, the talent training of application-oriented undergraduate colleges and universities is also facing huge challenges. From training objectives to training means, intelligent technology gives people a lot of imagination. On the one hand, the intelligence education in application-oriented undergraduate colleges and universities is the intellectualization of teaching means, and on the other hand, the teaching goal is to cultivate intelligent application-oriented talents. This paper analyzes the current problems and influencing factors of intelligent teaching in application-oriented undergraduate colleges under the artificial intelligence environment, discusses the ideas and platform construction of intelligent education in application-oriented undergraduate, puts forward suggestions for intelligent teaching in application-oriented undergraduate, and provides a valuable reference for the development of intelligent education.