The development of a new round of artificial intelligence (AI) science and technology provided good technical support and condition guarantee for college English teaching, but it also brought new challenges. It is necessary and inevitable for English teaching to experience reform and innovation. China’s AI digital teaching transformation is in the exploratory stage, and AI teaching mode has become the focus of future teaching development. Herein we propose a research method of integrating AI tools in college English teaching to adapt to the personalized learning of the new generation of college students, make the teaching process efficiently integrate the tide of the development of AI, promote the development of education evaluation system more accurately, and provide theoretical and data references for college English teaching reform.