闽台青草药非物质文化遗产，融合中原中医药理论与闽台地域智慧，在当代面临传承断层、应用萎缩、产业分散与科研不足等多重挑战。本文基于模式创新视角，指出其困境根源在于农耕文明个体化经验与工业文明标准化模式之间的内在冲突。本文提出以人工智能与大数据技术为驱动，通过“信用-信心-信念”三阶段战略路径，构建真实世界数据平台与AI辅助诊疗系统，实现闽台青草药从传统经验到智能个性化服务的转型。本文从文化、科技、临床与产业四方面论证转型价值，为闽台青草药的非遗保护与创新发展提供系统性解决方案，对推动区域中医药现代化、落实“健康中国”与“数字中国”战略具有重要参考意义。

The intangible cultural heritage of Min-Tai (Fujian and Taiwan) herbal medicine, which integrates traditional Chinese medicine theories with the regional wisdom of Fujian and Taiwan, currently faces multiple challenges such as a gap in inheritance, declining application, low industrial aggregation, and insufficient scientific research. From the perspective of model innovation, this paper points out that the root of these challenges lies in the inherent conflict between the individualized experience of agricultural civilization and the standardized model of industrial civilization. This paper proposes a strategy driven by artificial intelligence and big data technology, following a three-stage path of 'credit-confidence-conviction' to build a real-world data platform and an AI-assisted diagnosis and treatment system. This approach aims to elevate Min-Tai herbal medicine from traditional experience to intelligent, personalized services, achieving a transformation. The paper demonstrates the value of this transformation from cultural, technological, clinical, and industrial perspectives, offering systematic solutions for the preservation and innovative development of this intangible cultural heritage. It also provides significant reference for advancing the modernization of regional traditional Chinese medicine and implementing the 'Healthy China' and 'Digital China' strategies.