DeepSeek to Lead Seed Round for Winverse AI at $400 Million Valuation

DeepSeek has agreed to spearhead a seed financing round worth tens of millions of dollars for Winverse AI, a stealth startup that builds artificial intelligence for robots, in a deal that would value the months-old company at about $400 million after the investment. Bloomberg reported on October 12 that the Hangzhou-based research lab aims to lead the first funding round for Winverse, citing people familiar with the matter. Those people said the round has already drawn commitments from other backers, including Meituan's Long-Z Investments.

Winverse was founded this year by Hu Han, a former senior scientist at Tencent Holdings who led the company's vision-language and robotics AI teams and its embodied AI foundation model work. Hu holds a PhD from Tsinghua University and previously worked at Microsoft Research Asia and Baidu. He left Tencent as the Shenzhen company reshuffled its AI research organization in an effort to close the gap with rivals such as DeepSeek and Moonshot. Winverse is based in Hangzhou, the same city that is home to humanoid robot maker Unitree and chipmaker Manycore.

The reported investment would rank among DeepSeek's largest bets on a startup to date. The lab has been assembling a robotics position for months, most visibly through a stake in Unitree Robotics. Startup Fortune reported on October 12 that DeepSeek put 140.8 million yuan, about $20.8 million, into Unitree's Shanghai initial public offering, citing a stock-exchange filing reported by Reuters. TechRepublic reported on October 13 that the holding amounts to roughly 2 percent of the humanoid robot maker.

DeepSeek's ability to write such checks rests on a financing round of its own. Bloomberg reported on October 6 that the lab was close to securing at least 80 billion yuan, about $12 billion, backed by Tencent and battery giant CATL. TechRepublic reported on October 13 that the money is primarily intended to fund AI model training and data centers, and that it precedes a planned listing in early 2027. DeepSeek is deploying that capital while the robotics field around it heats up.

Key Facts

The round itself is a seed financing of tens of millions of dollars, led by DeepSeek, that would value Winverse AI at about $400 million after the investment. Meituan's investment arm, Long-Z, has also committed, according to people familiar with the matter. The deal is not final. The Next Web reported on October 12 that the valuation and the investor list could still change. DeepSeek, Long-Z and Hu did not respond to Bloomberg's requests for comment.

The founder is Hu Han, who led Tencent's vision-language and robotics AI teams as well as its embodied AI foundation model teams. He has a PhD from Tsinghua University and has worked at Microsoft Research Asia and Baidu. He left Tencent as it reshuffled its AI research team to catch up with rivals such as DeepSeek and Moonshot. Winverse was founded in 2026 and operates from Hangzhou.

DeepSeek's own balance sheet is the engine behind the bet. The lab is close to raising at least $12 billion, or 80 billion yuan, in a round backed by Tencent and CATL. That capital is mainly earmarked for AI model training and data centers, and it arrives ahead of a planned listing in early 2027.

Unitree remains DeepSeek's clearest verified robotics move. DeepSeek acquired roughly 2 percent of the humanoid robot maker ahead of its Shanghai listing in August and plans to collaborate with it on embodied-intelligence models. Startup Fortune reported on October 12 that Unitree priced the deal at 150.80 yuan a share and raised about 6.1 billion yuan, a price that valued the company near $9 billion and made it the first mainland-listed humanoid robot maker in China. The two companies also signed a procurement pact: Unitree gets priority when buying model-training services and technical solutions from DeepSeek, while DeepSeek gets priority when buying robots or pursuing embodied-AI applications with Unitree.

The global yardstick is set by US rivals. Skild AI and Physical Intelligence, which develop general purpose AI for robots, have reached reported valuations of $14 billion and $5.6 billion respectively, per Bloomberg. Winverse's own technology remains unclear, because the startup is in stealth and no detailed product plans or technical architecture have been publicly disclosed.

Analysis

The first thing to notice about the Winverse deal is how little of it is about a disclosed product. Winverse is in stealth, and no detailed product plans or technical architecture have been made public. What DeepSeek is buying, on the evidence available, is a team and a thesis. The founder's record is the asset: years of work on vision-language models and embodied foundation models at Tencent, plus research stints at Microsoft Research Asia and Baidu. What this really means is that DeepSeek is paying for scarce embodied-intelligence talent, in a market where the number of people who have run a large robotics foundation-model team inside a Chinese hyperscaler is small, and where Tencent's own reorganization has just pushed some of that talent into the open market.

The second observation is about price discipline. A $400 million post-investment valuation for a company founded this year, raising tens of millions of dollars and shipping no public product, looks aggressive in isolation. Beside the American comparables it looks like a discount. Skild AI and Physical Intelligence have reached reported valuations of $14 billion and $5.6 billion respectively, per Bloomberg. The gap reflects a China discount, a stealth discount and the extreme earliness of the round. It also reflects how cheaply a well credentialed founder can still be financed in Hangzhou compared with Palo Alto.

Third, the shape of DeepSeek's robotics exposure deserves close reading. Its clearest verified move is the Unitree investment, and that came paired with a procurement pact that gives each side priority access to the other's products. A seed check into Winverse sits alongside that pact rather than replacing it. The bigger picture here is that DeepSeek is assembling a two-sided position: a hardware relationship that gives it access to robots, and a software relationship that gives it access to the models that could make those robots useful.

Fourth, the caveats matter. The deal has not been finalized, and both the valuation and investor participation could change. That language is routine in early financing, but it carries more weight here because the $400 million figure is doing much of the work in the coverage. Every number in the story traces back to unnamed people familiar with the matter, and the company itself has said nothing in public. The valuation should be read as a reported mark, not a settled one.

Why It Matters

The problem every humanoid robot company is chasing is the one DeepSeek is approaching through Unitree: a model that can look at an unfamiliar room and reliably turn plain instructions into physical action. Language models solved a version of that problem for text and images. Embodied intelligence is harder, because mistakes cost hardware, time and safety. If a lab with DeepSeek's training infrastructure and a maker with Unitree's production line can close that loop, the combination is more durable than either company alone.

Capital is the second reason this matters. DeepSeek's roughly $12 billion, or 80 billion yuan, financing round, backed by Tencent and CATL, and its planned listing in early 2027 give it room to make several bets of this size. Chinese embodied-AI funding at this scale signals that the contest between Chinese and US labs is moving from chatbots toward machines that move. Tencent sits on both sides of the story: it is a backer of DeepSeek and the former employer of Winverse's founder.

Talent flow is the third. Hu left Tencent as the company reorganized its AI research to catch up with DeepSeek and Moonshot. If that restructuring keeps pushing senior researchers toward startups that DeepSeek then funds, DeepSeek converts a rival's internal disruption into its own pipeline of founders and technical leaders, which is a cheaper route to capability than hiring at hyperscaler salaries.

Next Up

The immediate signal to watch is whether the seed round formally closes, at what valuation, and who signs besides Long-Z Investments. A second signal is Winverse itself, since the startup has disclosed nothing about its product plans or technical architecture and is expected to remain quiet until it exits stealth.

Further out, watch DeepSeek's planned listing in early 2027, the progress of its procurement pact with Unitree, and whether it repeats a startup bet of this size. If it does, the $400 million mark for Winverse will look less like an outlier and more like the opening price for embodied AI in China.