The work aims to protect and preserve the artistic essence of Fengyang Phoenix Painting while fostering innovation by proposing to use AI technology for digital preservation and creative design of this art form. AI technology can vividly display the intricate details of intangible Phoenix Painting, convey its core concept, and offer a more engaging and innovative approach to its inheritance that aligns with modern society and evolving consumer preferences. AI techniques like target detection and style transfer algorithms were used to extract and capture the unique patterns and stylistic features of Phoenix Paintings and integrated into a Phoenix Painting creation platform. Then, the platform was studied from four aspects of inheritance, dissemination, creation, and innovation. This fusion of AI technology with Fengyang Phoenix Painting creation resulted in an intelligent platform, APP "Hui", with knowledge of Phoenix Painting patterns and stylistic features. This research represents a valuable exploration for digitally preserving and designing Fengyang Phoenix Painting, enhancing creative efficiency, and expanding avenues for sharing this cultural heritage through the synergy of culture and technology.