Today, with the rapid development of artificial intelligence (AI) technology, vocational education is facing unprecedented opportunities and challenges. How to adjust the professional structure and innovate teaching methods to meet the new demands of the AI era for high-quality skilled talents has become a major issue for vocational education. In this wave of transformation, many vocational colleges have already started to make changes, exploring new paths and embracing new challenges. Focusing on the integration of AI technology and vocational education, these attempts and explorations have charted a new course for the development of vocational education in the AI era. This work aims to provide theoretical support and practical experience for the digital development of vocational education by studying the application of AI in vocational education, thereby promoting the digital transformation of education and the overall advancement of educational technology.