The goal of this study was to determine how artificial intelligence (AI) has impacted the production and preservation of traditional Chinese textile patterns. However, the rapid advancement of technology and the growth of globalisation make it more challenging to maintain and keep using them. The creation of the "intelligent pedigree," a system that is cognisant of both data and culture, was one of the main goals of the study. The system was designed with the specific goal of identifying, tracking, and improving silk patterns using AI methods including deep development, image recognition, and data analysis. They used statistical tests, and factor estimates to search for patterns. AI can digitally identify, decode, and reinterpret silk patterns, linking historical preservation with current creativity. According to the research, AI may assist cultural heritage agencies, designers, and artisans in preserving and producing art from cultural heritage. It lays a significant emphasis on AI in an effort to protect Chinese silk art. This study demonstrates how AI may revive traditional silk designs, simplify digital innovation while protect cultural heritage. This research demonstrates how technology can both stimulate new ideas and uphold cultural norms. The use of artificial intelligence (AI) has become an important tool for both the preservation and innovation of traditional Chinese silk designs. Pattern recognition, generative modelling, and creative reconstruction are the main areas of emphasis as this research investigates how AI-driven design approaches might be integrated into the intelligent pedigree architecture of cultural assets.