DeepSeek to lead seed round for robotics startup Winverse AI at a $400 million valuation

DeepSeek has agreed to lead the first funding round for Winverse AI, a startup building AI for robots. Bloomberg reports this, citing sources familiar with the matter. The seed round is valued at tens of millions of dollars, and Winverse's post-money valuation will be about $400 million. Long-Z, the investment arm of Meituan, is also participating in the deal. The Bloomberg article contains no official comment from either side.

What we know about the deal

The information is thin, and that is worth keeping in mind. Bloomberg relies on anonymous sources, and the details of the round have not yet been disclosed. Here is where things stand:

• Stage: seed, Winverse AI's first external round
• Size: tens of millions of dollars; the exact amount has not been named
• Valuation: about $400 million after the investment (post-money)
• Lead investor: DeepSeek
• Co-investor: Long-Z, the investment arm of Meituan
• Status: information comes from Bloomberg's sources; there is no official confirmation

The available reporting does not make clear what exactly Winverse does. All we know is that the company builds AI for robots. The article does not mention the team, the product or the technical approach.

Why a language-model lab is backing a robotics company

DeepSeek is known as a developer of language models. In early 2025, its R1 showed that a reasoning model can be cheap to train and still compete with Western systems. The lab grew out of the Chinese quant fund High-Flyer and went a long time without outside investors. That makes the lead-investor role in another company's startup a notable step beyond its usual business: DeepSeek is putting money into a company that builds AI for the physical world.

The sources do not explain why now, and guessing would be pointless. But the industry logic is clear. Models that reason well and write code run into the next question: how to carry those abilities over to manipulator arms, humanoids and warehouse equipment. That takes data on physical interaction and specialized architectures. Some teams are trying to solve this where large models meet robotics, and Winverse, judging by its description, works in exactly that area.

Meituan looks like a logical partner in this setup. It is one of China's largest delivery services, and delivery and logistics remain among the most obvious applications for robots. But the article does not describe any link between Long-Z and Meituan's operating business, so it is too early to treat it as a commercial channel for Winverse.

A $400 million valuation at the start

Let's do the math. If "tens of millions" means a range of $20 to $90 million, investors would get roughly 5% to 20% of the company. For a seed round, a $400 million valuation is very high. Such figures are usually justified by a strong team, proprietary technology or the strategic value of the round's participants. Which of these applies to Winverse is unknown.

DeepSeek's participation adds weight to the company on its own. A lab with a reputation for efficient model training signals to the market that it sees technical value in Winverse. That is not a guarantee of a product, but the next round will most likely be discussed with this signal in mind.

What to watch next

For those following the market, the list of questions is short:

• Will the deal be officially confirmed, and will the exact size of the round be disclosed
• Will Winverse reveal its product: a foundation model for controlling robots, a software stack or something else
• Will the collaboration with DeepSeek be limited to money, or will it include access to models and compute
• Will Meituan become a customer of the technology, rather than only an investor

Robot builders and developers should focus on the technical side. If DeepSeek shares models or training methods with Winverse, that could affect which open robotics tools appear in China. For now, this is a report about money and intentions, not technology, and confirmation will have to come from the parties themselves.