企业培训 | 未可知 x 恒都律所：AI驱动律师IP孵化新范式

Core Viewpoint - The article discusses the revolutionary application of AI technology in IP incubation and operation, highlighting how AI enhances efficiency and commercial value in content creation [1][13]. Group 1: AI Empowerment in IP Incubation - Traditional IP incubation faces challenges such as high content creation costs, long cycles, lack of data-driven market insights, and limited monetization paths [3]. - AI tools like ChatGPT, Midijourney, and Runway can automate the production of text, images, and videos, significantly reducing creation costs while enhancing efficiency [5]. - AI data analysis tools can accurately predict user behavior and market trends, providing a scientific basis for IP positioning and operational strategies [5]. Group 2: Deepost Platform and AI Value - The Deepost platform aims to lower the barriers to IP incubation and enhance operational efficiency through AI technology, enabling data-driven decision-making and sustainable monetization [7]. - AI in the Deepost platform provides three layers of value: as an efficiency tool for content generation and data analysis, as a decision assistant for optimizing operational strategies, and as a creative partner to break traditional thinking limitations [7]. Group 3: Full Process AI Empowerment - AI technology is integrated throughout the entire IP incubation process, from positioning design to content production and operational management [9]. - In the positioning design phase, AI assists in precise IP concept positioning through market research and data analysis; during content production, it builds a comprehensive content matrix from text to video using multimodal AI tools; in operational management, it enables intelligent community management, precise advertising, and real-time data analysis [9]. Group 4: Successful Case Studies and Future Directions - The training shared successful case studies demonstrating AI's practical applications in IP incubation, such as efficient fan growth and monetization in short video IPs through AI-generated scripts and intelligent ad placements [11]. - AI has opened new monetization paths, including content subscriptions, smart recommendations, and data insight services, providing more possibilities for IP incubation [11]. - With advancements in multimodal AI, personalized engines, and real-time interaction technologies, IP incubation is rapidly evolving towards greater intelligence and precision [11].