Junyang Lin, the former lead of Alibaba's Qwen models, has launched a new startup called Pragmatik Labs in Shanghai, five months after leaving Alibaba. The funding round was co-led by Gaorong Ventures and HSG (formerly Sequoia China), with Tencent also participating. Notably, an unreported backer emerged: the Shanghai Engine Fund (Shanghai Future Industries Fund), a $1.4bn state-run fund with a 15-year investment horizon, which no major outlet besides Lin's own social post disclosed. Pragmatik aims to build 'next-generation agents' spanning both digital knowledge work and physical-world robotics, the latter being the costlier bet given China's dominance in humanoid robot manufacturing. No model, product, or valuation has been confirmed, though a prior report pegged Lin's ask at a $2bn valuation. The launch fits a broader wave of elite researchers exiting major AI labs to start their own 'neolabs' amid a surge in Chinese AI funding and open-weight model competition.
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The investor everyone missedWhy the name is the thesisWhat he is actually buildingThe exit that started itA wave, not a one-offWhat is missingQuestions this post answers
Who founded Pragmatik Labs and what did they work on before?
Junyang Lin, who led Alibaba's Qwen models, founded Pragmatik Labs in Shanghai after leaving Alibaba on March 4. He was an author on the original 2023 Qwen technical report and a core contributor to Qwen2.5. He holds a bachelor's degree in English literature and a master's in linguistics from Peking University, and joined Alibaba's DAMO Academy in 2019. Developers tracking who's building the next wave of AI agent platforms can follow founder moves like this on daily.dev.
Who invested in Junyang Lin's new startup Pragmatik Labs?
Gaorong Ventures and HSG (formerly Sequoia China) co-led the funding round, with Tencent also participating. A previously unreported backer was the Shanghai Engine Fund, a 10 billion yuan (about $1.4bn) state fund financed entirely by the Shanghai government, unveiled in September 2024 with a 15-year investment horizon targeting six designated future industries. Anyone deciding whether to trust reputation-based AI lab funding can dig into deals like this on daily.dev.
What is Pragmatik Labs building?
Pragmatik Labs splits its work into four areas: digital agents for knowledge work, physical agents for real-world environments, frontier research, and products shaped by real-world feedback. The physical agents work implies robotics, requiring perception, spatial reasoning, and machines that move, which is costlier than software-only agent development. No model, product, or demo has been released yet. Developers evaluating emerging agent platforms can watch early-stage bets like this unfold on daily.dev.