The aim of this research is intended to investigate the potential of Artificial Intelligence (AI) to further the sophisticated lineage of traditional Chinese silk design. To ensure the continued relevance of these unique representations of China's cultural heritage in contemporary design settings, it is imperative to preserve, modernise, and intelligently systematise traditional silk patterns, which represent a distinctive manifestation of China's cultural past. In this research, innovation construction serves as the mediating variable, while AI functions as the independent variable. The dependent variable in this research is the intellectual pedigree of traditional Chinese silk patterns. By using AI technologies like data analysis, pattern recognition, and machine learning (ML), researcher can create a database that is both well-organised and continually evolving, which means it can store the historical, artistic, and functional aspects of silk patterns. Researchers are looking at using AI tools to change and enhance traditional designs in the process of developing new ideas. The researchers collect data using standardised questionnaires and then use statistical tools to look at how the factors are related. If it is properly maintained, the cycle will keep running until the data collecting procedure is done. The study findings should indicate that AI is the innovative catalyst behind the creation of a complex system for delineating family trees. This indicates that people will be more prepared to understand, transmit, and enhance traditional Chinese silk designs. This study has yielded findings indicating that several academic disciplines might gain from the integration of technical advancements and cultural heritage. There are many ways that this kind of integration might happen. Making new things is a factor that changes how silk items are usually made. Innovation has been a big part in making changes in the area of artificial intelligence.