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China's AI Companies Localize Silicon Valley's FDE Model as Enterprise Deployment Challenges Shift From Code to Culture

Chinese AI firms including Kimi, Tencent Cloud and 01.AI are adopting the Forward Deployed Engineer role that has surged in prominence through Anthropic's USD 100 million training commitment and OpenAI's deployment ventures, adapting it for domestic enterprise clients who often lack clarity on where AI should be applied. QbitAI's interviews with six Chinese practitioners show that the role has split into corporate FDEs embedded within product companies and independent guerrilla consultants, with both camps finding that organizational resistance rather than technical capability is now the primary bottleneck to enterprise AI adoption.