DeepSeek Closes Over 50 Billion Yuan in First Funding Round as Liang Wenfeng Retains Absolute Control Through Special Governance Structure
0xBroomberg
DeepSeek has raised over ¥50 billion (~$7.4 billion) at a valuation above $50 billion, setting a record for Chinese AI companies. But the deal's real significance lies in its structure: founder Liang Wenfeng used a limited-partnership vehicle to strip all outside investors of voting rights and lock himself in as sole decision-maker.
Where did the money come from — and who wrote the biggest check?
The single largest commitment is from Liang Wenfeng himself: ¥20 billion, roughly 40% of the round. This means → the founder is betting more of his own money than any outside backer, signaling conviction no term sheet can replicate.
Tencent followed with ¥10 billion, CATL with ¥5 billion, and JD.com, NetEase, and IDG Capital each committed ¥3 billion — spanning internet, energy, and venture capital.
In plain terms = this is not an institution-led raise but a founder-led "trust vote" that several giants chose to join.
What does the limited-partnership structure actually mean?
Outside capital flows into a limited partnership managed by Liang, not directly into DeepSeek's operating entity. A limited partnership — a legal vehicle where investors contribute money but have no say in management — keeps decision-making with the general partner alone.
All outside investors hold zero voting rights, and their stakes are locked for five years with no transfers allowed. This means → unlike ByteDance or OpenAI, there will be no active secondary-market trading of DeepSeek equity.
Liang's team also required background checks on every fund's underlying limited partners, blocking equity from reaching unidentified investors. This reflects an extreme emphasis on shareholder-register "purity."
Why does the state fund get special treatment?
China's National AI Industry Investment Fund invested ¥1 billion directly into the DeepSeek entity — the only outside investor with company-level voting rights.
That stake is exempt from the five-year lock-up. In plain terms = the state fund can both vote and exit at will, a status no other investor shares.
This means → DeepSeek left one door open at the governance level for state capital while closing the same door on every market-driven investor.
Why is DeepSeek raising outside money only now?
Liang founded DeepSeek in 2023 out of the AI division of his quant hedge fund High-Flyer. Until this round, the company had never taken external capital and was known for a pure-research orientation.
The turning point: rising compute costs combined with talent attrition. Luo Fuli, a core contributor to the V3 model, left to lead AI at Xiaomi; another key researcher, Guo Daya, joined ByteDance on a higher package.
This reflects a hard reality: the self-funded model is increasingly unsustainable in an AI arms race — even for a company famous for "not needing the money."
Is the five-year lock-up a filter — or a future liability?
Liang's logic is explicit: the lock-up is a screening mechanism designed to admit only strategic partners who share a long-term view and to block investors chasing a quick exit.
But an unresolved tension sits underneath — DeepSeek is committed to full open source (code freely available to everyone), while the state fund, as the sole outside voter, may carry policy objectives that do not always align with open-source principles.
In plain terms = open source means "anyone can use it"; state capital means "serve the national strategy." Those two ideas are compatible today, but whether they stay compatible over time is DeepSeek's single biggest governance question.
Content is for reference only, not financial advice.