Lin Junyang, the former technical lead of Alibaba's Qwen model, has launched Pragmatik Labs, a startup focused on building AI agents, with backing from Tencent, HongShan and Gaorong Ventures. The funding round values the company at $2 billion post-money.
HongShan and Gaorong Ventures each committed $100 million to the round, according to an August 12 announcement. Tencent contributed $20 million.
Qwen is Alibaba's large language model, launched in 2023 as the company's answer to OpenAI's GPT models and competitors from Baidu and ByteDance. Lin's departure follows a wave of AI researcher mobility in China, where founders backed by established venture players have moved to build specialized AI startups rather than remain in corporate research arms.
HongShan, the family office of Sequoia Capital founder Don Valentine, has deployed capital across Chinese AI infrastructure and model companies in recent years. Gaorong Ventures focuses on deep-tech investments across semiconductor, quantum and machine learning. Tencent's participation extends the company's push beyond gaming and social platforms into artificial intelligence, where it has invested in multiple AI chip and model startups.
The $2 billion post-money valuation places Pragmatik Labs above many Series A-stage startups globally, though below unicorn multiples common among China's AI agents companies. Investor appetite for agent-focused startups remains active after 2024 and 2025 saw a wave of funding for reasoning models and agentic workflows.
Pragmatik Labs operates in a crowded field. OpenAI, Anthropic and DeepSeek have all released agent-focused products. Chinese startups including those backed by ByteDance and Alibaba itself continue to raise capital for agent infrastructure. Lin's background on a model with over 100 million users globally positions the startup to compete on model quality rather than distribution alone.
Tencent's $20 million stake is modest relative to HongShan and Gaorong's $100 million commitments each. Lin assembled commitments from two prominent venture firms while securing a corporate investor from Alibaba's largest peer in the Chinese tech space.
