Pragmatik Labs
Category: AI Agents
AI agent startup founded by ex-Alibaba Qwen tech lead Lin Junyang, building next-generation agents spanning the digital and physical worlds. Pragmatik Labs was founded in 2026. The company is led by Lin Junyang (林俊旸 / Justin Lin). Based in Shanghai, China. Team size: 11-50. Total funding raised: $220M. Latest round: Angel. Key investors include Sequoia Capital China (HSG), Gaorong Capital, Tencent, Shanghai Future Industry Fund, Vantage Clean Energy International.
- Founded
- 2026
- Headquarters
- Shanghai, China
- Team size
- 11-50
- Total funding
- $220M
Value proposition
Building next-generation AI agents ("Agents for digital and physical worlds") that can reason, use tools, and learn from feedback — covering digital agents for knowledge work/enterprise processes and physical (embodied) agents for robots and real-world devices.
Products and solutions
Digital agents (knowledge work, enterprise processes), physical/embodied agents (robots and physical devices), frontier research, and long-horizon task execution.
Unique value
Dual-realm agent systems spanning both cyberspace (digital agents) and physical environments (embodied agents), led by the former head of Alibaba's Qwen open-source LLM series.
Target customer
Enterprises seeking AI agents for knowledge work and enterprise workflows (digital agents) plus robotics/embodied AI applications (physical agents).
Industries served
AI agents, embodied AI / robotics, enterprise automation
Technology advantage
Founder's deep expertise in large language models, multimodal systems, and agentic learning from leading Alibaba's Qwen series; strong backing from top-tier investors (Sequoia China, Gaorong, Tencent).
How they differentiate
Combines digital and physical (embodied) agent development under one lab rather than choosing between software agents and embodied AI, leveraging the founder's Qwen LLM pedigree and a ~$2B post-money valuation at angel stage (raised ~$220M).
Main competitors
Manus (AI agent startup), other China AI agent / embodied AI / world-model startups (e.g., 戴盟机器人), peers like 智谱AI, Moonshot AI (Kimi)
Key partnerships
Investors: Sequoia Capital China (HSG), Gaorong Capital, Tencent, Shanghai Future Industry Fund
Major milestones
Founded May 13, 2026 in Shanghai as 语用（上海）科技有限公司, Completed angel round (~June 2026) at ~$2B post-money valuation, raising ~$220M co-led by Gaorong Capital and HSG (Sequoia China), with Tencent, Shanghai Future Industry Fund, and Vantage Clean Energy International, Publicly announced Aug 12, 2026 by founder Lin Junyang
Market positioning
High-profile Chinese AI agent lab valued at ~$2B at angel stage, positioned at the intersection of software agents and embodied AI.
Geographic focus
China (Shanghai), with global ambitions
About Lin Junyang (林俊旸 / Justin Lin)
Ex-Alibaba Qwen Team Tech Lead (P10); Peking University Master's in Linguistics/Computational Linguistics. Led development and open-source ecosystem of Alibaba's Tongyi Qianwen (Qwen) LLM series; joined Alibaba DAMO Academy in 2019; left Alibaba in March 2026.
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Official website: https://pragmatik.com/