The policy planning of cultural and creative industries is the leading factor affecting the development of cultural and creative industries and is also an important factor in driving China’s economic transformation. How to combine the policy with the actual industrial development and how to scientifically assess the construction effect of cultural and creative industries and build the corresponding planning system are the key points of the current development of cultural and creative industries in Anhui Province, China. The study first analyzes the regional cultural characteristics and development status of Anhui Province, then uses Nvivo12 qualitative software to conduct grounded research and qualitative text analysis on 20 Chinese cultural and creative industry development policy texts, and summarizes three core elements that promote the development of China’s cultural and creative industry: “development task,” “development goal,” and “development guarantee.” Then, according to the three core elements of the text, we propose policy recommendations for the innovation and development of Anhui’s cultural and creative industries: focus on “cultural heritage and sustainable development” policy formulation, explore Anhui’s regional characteristics and culture; strengthen the development of urban-rural cultural integration and mechanism innovation; optimize and adjust the structure and supply of cultural industries; top-level design to clarify the strategic direction of culture, and coordinate the research tasks to empower industrial innovation. Relying on new media means, it integrates three major development strategies to build a new mechanism for internationalized communication of cultural and creative industries in Anhui Province, develop regional advantageous industries, form advantageous cultural industry clusters, effectively spread local culture, and promote sustainable development of local economy.