In order to solve the problem of insufficient practical ability of application-oriented talents in artificial intelligence programs，this paper propose a development mode for the artificial intelligence program， which integrates colleges， governments，banks and enterprises. Firstly， it realizes the overall development planning and design of the artificial intelligence program，and provides an all-round solution from course services to software and hardware environment integration. Secondly，it studies the talent training scheme of the artificial intelligence program， including the program orientation and requirements，teaching mode design and curriculum system design. At last， it realizes the architecture of the artificial intelligence teaching platform and the design of teaching platform modules， as well as the design of artificial intelligence teaching experiment platform based on kubernetes + docker container cluster technology. This development mode of integrating colleges， governments， banks and enterprises allows students to receive open， online and offline professional courses that meet the real needs of enterprises， and thus can achieve the goal of developing students'' professional extension ability and practical ability for complex engineering projects.