Humanoid robots will soon build Nvidia servers and data centers
Robots building servers to train AI to create better robots - the virtuous cycle of AI-Robot self improvement is starting.
Key takeaways
- Sources familiar with the matter, who declined to be named, told Reuters the deployment could be finalized soon, with operations possibly beginning in the first quarter of 2026.
- Foxconn has been developing its own humanoid robots through its subsidiary Foxconn Industrial Internet and is also training robots to do basic tasks like cable insertion, object placement, and light assembly work.
- At a recent event in Taipei, Leo Guo, general manager of the company's robotics division, revealed that two types of robots will be showcased in November 2025.
Cite or link to this article
Griffin, M. (2025) 'Humanoid robots will soon build Nvidia servers and data centers', 311 Institute, 23 June. Available at: https://www.311institute.com/humanoid-robots-will-soon-build-nvidia-servers-and-data-centers/ (Accessed: 1 October 2026).
As people worry that Artificial Intelligence (AI) is going to take everyone’s jobs other people worry that Humanoid Robots will take the jobs AI doesn’t take. And they might be mostly right. So far we’ve seen Figure robots taking over jobs at BMW’s manufacturing plants, and now Foxconn and Nvidia are reportedly discussing plans to deploy humanoid robots at a new AI server production facility in Houston – ironically to assemble the servers that will run new AI training models that will make AI better and make both AI and robots better at replacing even more jobs.
If implemented, this would be the first time humanoids are used in the assembly of Nvidia products and Foxconn’s first AI server line to incorporate them. Sources familiar with the matter, who declined to be named, told Reuters the deployment could be finalized soon, with operations possibly beginning in the first quarter of 2026.
Houston was considered a strategic choice due to its new facility design and greater available space compared to existing AI server manufacturing sites. However, neither Nvidia nor Foxconn has officially confirmed the plan, but the reports align with both companies’ growing interest in automation and robotics, particularly in areas that demand speed and flexibility, like AI server production.
Foxconn has been developing its own humanoid robots through its subsidiary Foxconn Industrial Internet and is also training robots to do basic tasks like cable insertion, object placement, and light assembly work.
At a recent event in Taipei, Leo Guo, general manager of the company's robotics division, revealed that two types of robots will be showcased in November 2025. One version has legs, while the other is mounted on a wheeled autonomous mobile base, which Guo said “would cost less than the version with legs,” though he declined to share specific figures.
Nvidia, for its part, has a strong stake in the humanoid robotics field, as it supplies the AI platforms used by many developers to create humanoid machines. At its recent Nvidia GTC 2025 event, CEO Jensen Huang stated the widespread use of such robots in manufacturing was “less than five years away.”
Nvidia’s broader plans in Texas include a second partnership in Dallas with Wistron, and both sites are expected to begin production within 12 to 15 months. Still, one unanswered question lingers: If Nvidia is pushing for humanoid robots in the US, where exactly will these robots be built?
Foxconn may turn to Taiwan, where its robotics unit is based, or to China, where it operates large-scale factories and has previously collaborated with UBTech. Vietnam and India are also plausible choices, given Foxconn’s ongoing expansion in those countries to reduce production costs.
Alternatively, the company could outsource components to established robotics manufacturers in Japan or South Korea, where the technology is more advanced and well-established.
While the United States could be considered for localized production, this is likely part of a longer-term strategy. This key detail will determine how scalable the approach is and whether the future of automated manufacturing will rely on global supply chains or more localized development.
FAQ
Why does this matter?
Robots building servers to train AI to create better robots - the virtuous cycle of AI-Robot self improvement is starting.

About the author
Matthew Griffin Founder, 311 Institute
Matthew Griffin is a multi-award winning Futurist and expert in Disruption and Innovation, Geopolitics, Leadership, and Technology, who NASA have described as a "walking encyclopaedia of the future" and a "futurist Polymath."
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Matthew Griffin is a multi-award winning Futurist and expert in Disruption and Innovation, Geopolitics, Leadership, and Technology, who NASA have described as a "walking encyclopaedia of the future" and a "futurist Polymath." 15-time best selling author of the "Codex of the Future" series, Matthew is the Founder and Futurist in Chief of the 311 Institute, a global Futures and Deep Futures advisory firm working with royal households, world leaders, G7, G20, and G77 governments, NGOs, and multi-national mid and mega cap firms to help them explore, shape, and lead the next 50 years of business and society.
An award-winning YouTube creator with over a million followers, with an unrivalled global reach and impact, Matthew is a highly sought-after international keynote speaker, lecturer, and mentor who collaborates with global leaders through the United Nations Alliance of Civilizations (UNAOC) and United Nations General Assembly (UNGA) to shape pivotal initiatives such as the UN’s AI for Humanity program, the United Nations Conference of the Parties (UN COP), and the World Economic Forum in Davos.
As the former Global Head of Cloud, National Security, and Enterprise Sales for companies including Atos, Dell-EMC, and IBM, Matthew has a proven track record of building multi-billion dollar business units and turning failing divisions into market leaders. His ability to identify, analyse, and communicate the implications of hundreds of emerging technologies and trends is unparalleled, and his insights are trusted by many of the world’s most respected organisations, including ABB, Accenture, Adidas, AON, ARM, BCG, Centrica, Citi, Coca-Cola, Dentons, Deloitte, Dow Jones, EY, Google, KPMG, Lego, Legal & General, LinkedIn, Microsoft, PepsiCo, Qualcomm, RWE, Samsung, Siemens AG and Siemens Energy, T-Mobile, UBS, VISA, Walmart, Workday, Worldpay and many others.
Regularly featured in the global media including the AP, BBC, Bloomberg, CNBC, Discovery, Forbes, Khaleej Times, Telegraph, TIME, ViacomCBS, WIRED, and the WSJ, Matthews mission is to help organisations create a fair and sustainable future whose benefits are shared by everyone irrespective of their ability, background, or circumstances.
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Sources and further reading
- jobs at BMW’s manufacturing plants interestingengineering.com
- Nvidia techradar.com
Source: first published by the 311 Institute on 23 June 2025. Cite as: Griffin, M. (2025). Humanoid robots will soon build Nvidia servers and data centers. 311 Institute. https://www.311institute.com/humanoid-robots-will-soon-build-nvidia-servers-and-data-centers/
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