Chinese artificial intelligence startup DeepSeek has initiated its first external capital-raising effort, a strategic move aimed at establishing a market valuation benchmark amid fierce competition for AI talent. The limited funding round is designed to provide employees with clearer insight into the value of their stock options, reducing the risk of defections to better-funded rivals, according to investors familiar with the matter.
DeepSeek, headquartered in Hangzhou, is not currently in urgent need of cash. Its parent company, the hedge fund High-Flyer, was reported to be the second most profitable hedge fund in China last year. The capital raise is therefore not about solving a liquidity problem but about setting a credible valuation marker, aligning employee incentives, and building strategic relationships with state-linked investors.
First Funding Round
The company is reportedly looking to sell no more than 3 percent of its equity. Preference is being given to state-backed and industrial investors, including local government guidance funds and affiliated technology platforms that can offer strategic resources such as AI infrastructure and computing capacity. This approach is intended to strengthen DeepSeek’s operational capabilities rather than merely bring in financial capital.
Private market-oriented funds are more likely to participate in subsequent financing rounds, according to the report. The capital-intensive nature of AI development, particularly in large-model training and infrastructure build-out, means that DeepSeek will likely need additional external financing down the road. The initial round is deliberately small in scale, but it sets the stage for more substantial fundraising activities later.
Employee Retention and Talent War
One of the primary motivations behind the funding round is employee retention. AI startups in China are engaged in an aggressive war for top talent, with well-capitalized competitors offering attractive compensation packages and equity incentives. By creating a market valuation for its shares, DeepSeek can give its employees a clearer sense of the potential upside of their stock options, making it harder for competitors to lure them away.
DeepSeek has become a notable player in China’s AI scene, known for its focus on advanced large language models and open-source contributions. The company’s research team has drawn attention for its efficiency and technical depth, though it has remained relatively low-profile compared to some other Chinese AI firms. This funding round marks a shift toward more conventional corporate development, even as the company continues to prioritize research-led innovation.
Financial Position and Parent Company
High-Flyer, the quantitative hedge fund founded by Liang Wenfeng, provides DeepSeek with a strong financial backbone. High-Flyer’s exceptional performance in 2024—ranking as the second most profitable hedge fund in China—has given the startup significant financial resources without the need for external capital. This position allows DeepSeek to be selective about its investors and negotiate from a position of strength.
Liang Wenfeng has publicly stated that DeepSeek’s main bottleneck is not access to capital but rather access to advanced semiconductors, particularly Nvidia’s high-performance GPUs, which are subject to US export controls. These restrictions limit the company’s ability to scale its training capabilities for increasingly complex AI models. The company has taken to experimenting with alternative training techniques and software optimizations to maximize the efficiency of available hardware.
Infrastructure Access and Chip Constraints
US export controls have been a defining factor for China’s AI ambition. Restrictions on advanced chip sales to Chinese entities have forced companies like DeepSeek to innovate around limited hardware resources. The company has been reported to use custom software stacks and training methodologies to compensate for the lack of access to the most cutting-edge Nvidia processors. These constraints have at times spurred surprising achievements in model efficiency, but they also represent a persistent strategic risk.
For DeepSeek, strategic investors with ties to domestic AI infrastructure could help mitigate some of these challenges. State-backed investment vehicles and affiliated tech platforms may provide access to cloud resources, high-bandwidth interconnects, or advanced Chinese-made accelerators, helping the company navigate the export-control environment more effectively. This explains the preference for such investors in the initial funding round.
Valuation Estimates and Investor Interest
The funding round is also intended to set a benchmark for the company’s valuation. Reports have suggested that DeepSeek aims to raise at least $300 million at a valuation of $10 billion or more, with some discussions pointing to a valuation of over $20 billion. Notably, there have been reports that Chinese internet giants Tencent Holdings and Alibaba Group have engaged in conversations about investing, although those reports do not specify whether they are part of this initial round or a subsequent one.
One investor who spoke to the press said that DeepSeek’s estimated valuation could eventually exceed $100 billion, reflecting the enormous market enthusiasm around generative AI and the company’s perceived technical leadership. Such a valuation would place DeepSeek among the most valuable AI startups globally, on par with US leaders like OpenAI and Anthropic.
However, the exact valuation will depend on the outcome of the current negotiations. The company’s decision to issue a small percentage of equity keeps the initial round manageable while allowing the market to establish a preliminary price per share. This is a common tactic used by closely held startups that want to create a transparent valuation for employee stock options without giving up too much control or ownership.
Broader Context of China’s AI Landscape
DeepSeek’s fundraising comes at a time of intense global competition in AI. Chinese companies, including Baidu, Alibaba, Tencent, and an array of startups, are all investing heavily in base models and enterprise applications. The Chinese government has also made AI development a national priority, offering subsidies, research support, and policy guidance to foster technological self-reliance.
State-backed and government guidance funds have become increasingly common in Chinese technology financing, particularly for companies operating in strategic sectors such as AI, semiconductors, and big data. These investors bring not only capital but also regulatory alignment, local government connections, and access to industrial ecosystems. For DeepSeek, such partners could help secure computing resources and facilitate the deployment of its models in public-sector and enterprise contexts.
The startup’s focus on open-source models has also earned it recognition in the global developer community. It has released several models and technical papers that demonstrate high performance in a range of natural language processing tasks, often competing with much larger systems from American companies. This technical credibility strengthens DeepSeek’s negotiating position with investors and reinforces its aspirations to be a long-term leader in AI.
Still, the company faces significant challenges. The global AI talent market is extremely competitive, and Chinese startups often have to offer substantial equity compensation to attract and retain researchers. The US chip export controls show no sign of easing, and China’s domestic chipmaking capability remains a work in progress. DeepSeek will need to show that it can continue to innovate within these constraints while also delivering commercially viable products.
There is also the question of how DeepSeek will eventually monetize its technology. The startup has gained attention for its AI models, but the path to revenue generation is not fully clear. Partnering with strategic investors, especially those with large cloud businesses or enterprise customer bases, could provide distribution channels and integration opportunities that help convert research breakthroughs into sustainable business growth.
In the near term, the closing of the funding round will be closely watched by the global tech community, not only for the valuation it sets but also for the signals it sends about the future trajectory of Chinese AI. A successful round could embolden other Chinese AI startups to seek external capital, while also providing a template for how companies can navigate the complex regulatory and geopolitical environment.
The response from international investors and the global AI market will also be a factor. DeepSeek has already established a reputation for technical excellence, and the involvement of prominent investors could validate its approach. The company’s decision to prioritize state-backed and industrial investors in the first round, while leaving the door open for private funds later, reflects a careful, strategic approach to corporate governance and long-term alliance building.
As the world continues to watch China’s AI ambitions, DeepSeek’s actions in the coming weeks and months will reveal a great deal about the future of large-scale model development outside the United States. For now, the startup appears committed to growing its technical footprint, securing key strategic relationships, and strengthening its capacity to compete on the world stage—one carefully calculated funding round at a time.
Source: Silicon UK News