Why AI's Biggest Opportunity Lies in ToB: A Founder's Journey

Overview

This episode features Zhang Fan, former COO of leading Chinese large model company Zhipu AI, and now founder and CEO of Yuanli Intelligence. He discusses his pivot to enterprise AI services, arguing that the biggest opportunities for AI innovation lie in the B2B sector, despite common skepticism among Chinese entrepreneurs and VCs.

Guest

Zhang Fan is the founder and CEO of Yuanli Intelligence (元理智能). He previously served as the COO of Zhipu AI (智谱 AI), a prominent large language model company in China. He also founded Miaoji Travel (妙计旅行), an earlier AI-powered travel startup.

What You'll Learn

• Why Zhang Fan views consumer AI startups as an "asymmetric war" against incumbents, contrasting with the new opportunities in ToB.
• Key lessons from his first startup, Miaoji Travel, and how investing millions taught him the importance of understanding industry fundamentals beyond product experience.
• Insights gained from serving over a thousand enterprise clients as COO of Zhipu AI, revealing the market's hunger and confusion regarding AI adoption.
• His vision for AI's next phase: building an "AI society" where general models are trained into specialized "digital employees" for businesses.

Topics Covered

• The challenges of ToC (consumer) entrepreneurship in the AI era, especially against established giants.
• The critical difference between product innovation and supply chain/operational barriers in building sustainable businesses.
• Why traditional SaaS models struggle in China and how AI shifts the value proposition from process tools to direct productivity results.
• The concept of "Model-Nature" (模型性) – understanding AI's inherent characteristics, including "hallucinations," as a business imperative.
• Strategies for startups to build defensible "ships" (business moats) rather than "lighthouses" (applications easily submerged by foundational model advancements).

Why This Matters

Zhang Fan offers a rare, candid perspective from the front lines of China's AI ecosystem, providing valuable insights for global AI professionals and investors navigating the complexities of market entry and sustainable innovation.