The ceramic design in Guangdong Province has been able to exist for thousands of years without decline and has been widely circulated, indicating that this art form must have its own unique features. The large-scale export of porcelain from Xicun Kiln in Guangzhou has greatly improved the quality of life of people in Southeast Asia, West Asia, and other regions, and designed tableware to adapt to the local people’s living habits, which in a sense has changed the way of life of the exporting countries. Religious culture is popular in Southeast Asia and the Arab region. In order to meet the aesthetic and practical needs of local residents, some Southeast Asian style religious ceramic products have been specially designed and are very popular. Guangdong Province is a ceramic production base with a long history, but little is known about the verifiable historical documents, including traditional historical books and related monographs. With the rapid development of artificial intelligence technology, generation models represented by artificial intelligence technologies such as Midjourney and Stable Diffusion have powerful generation capabilities and can simulate complex ceramic modeling styles. This study aims to establish a digital platform for traditional ceramic products in Guangdong Province based on the Lora AI painting model. Using a series of AIGC generation technologies, the platform will digitally generate and reproduce the export ceramic products of traditional folk kilns in Guangdong Province, as well as design cultural and creative products, in order to achieve digital protection and innovative development of traditional ceramic design culture in Guangdong Province.