Core Insights - The article discusses the recent seed funding of $8 million for Yuanli Intelligence, a company focused on training digital employees through commercial reinforcement learning [4] - The founder, Zhang Fan, emphasizes the shift from knowledge modeling to productivity modeling in AI development [7] Company Overview - Yuanli Intelligence was founded by Zhang Fan, who has a background in AI and has previously held significant roles in companies like Sogou and Tencent [4] - The company aims to enhance business outcomes by integrating commercial know-how with reinforcement learning to create models suitable for business applications [7] Industry Trends - The article identifies three categories of companies exploring AI-native enterprise services: new startups, SaaS companies leveraging AI, and large tech firms developing service platforms [6] - The current mainstream approach in the Agent to B sector is based on "customization + Full-parameter Fine-Tuning," which presents high deployment costs for individual scenarios [7] Investment Landscape - The article notes a cautious investment climate in the Agent to B sector due to previous failures in the enterprise service market, with investors focusing on top-tier founders and companies [7]