The rapid development of artificial intelligence technology has opened up new possibilities for innovation in traditional calligraphy and painting. The integration of digital technology and traditional calligraphy and painting not only enables the digital preservation and inheritance of traditional art but also creates a new model for intelligent creation. By analyzing the application mechanisms of AI technology in the digitization of traditional calligraphy and painting, exploring strategies for building digital art creation platforms, and studying the paths to cultural industrialization driven by intelligent technology, we aim to provide theoretical support and practical guidance for the innovative development of traditional calligraphy and painting in the digital age, and promote the creative transformation and innovative development of China’s fine traditional culture.