Liu Kai

Liu Kai is a Rolling AI partner and guest in OpenAI 和 Anthropic 共同看好的 FDE：AI 时代的新岗位出现，旧分工松动｜对谈 Rolling AI. The episode presents him as part of Rolling AI’s enterprise AI implementation practice, with prior consulting context connected to BCG.

Role In The Episode

• Explains Rolling AI’s shift from traditional consulting deliverables toward agents that work inside customer operations.
• Describes the “apprentice” pattern where AI first helps strong frontline workers, then learns from their local judgment.
• Helps frame Forward Deployed Engineer work as a practical blend of business diagnosis, human-AI collaboration design, and fast agent construction.

Connections

• Rolling AI — company context.
• Agan — co-guest and Rolling AI partner.
• Frontline AI Enablement, Digital Employees, and Business-Led AI Transformation — source concepts tied to his discussion.