Together AI, a San Francisco-based artificial intelligence startup, is partnering with Saudi Arabia’s state-backed Humain to develop a 250-megawatt AI data center in the kingdom, highlighting how growing American opposition to power-intensive data centers could redirect technology investment overseas. The companies expect the partnership to generate more than $5 billion in gross annualized revenue during its first year, while providing computing capacity for AI training and inference. Together AI CEO Vipul Prakash has pointed directly to U.S. community resistance, cancellations, and moratoriums as factors constraining domestic data-center development. Saudi Arabia, meanwhile, is aggressively expanding its AI infrastructure through Humain as part of its broader economic diversification strategy, raising questions about whether American regulatory and local opposition could unintentionally strengthen foreign competitors in a strategically important industry.
Key Takeaways
- Together AI and Saudi state-backed Humain plan to build a 250-megawatt Saudi data center capable of supporting large-scale AI training and inference, with the partnership targeting more than $5 billion in gross annualized revenue during its first year.
- Together AI CEO Vipul Prakash specifically identified growing U.S. resistance to data centers—including project cancellations and local moratoriums—as a reason American computing capacity is becoming increasingly constrained.
- Saudi Arabia is capitalizing on those constraints by aggressively expanding AI infrastructure through Humain and partnerships with major technology companies, potentially shifting investment, computing capacity, and technological influence away from the United States.
In-Depth
Together AI’s decision to partner with Saudi state-backed Humain on a 250-megawatt artificial-intelligence data center illustrates a consequence of America’s resistance to large computing projects: investment can move elsewhere. The San Francisco startup says the Saudi facility will support training and inference workloads while connecting Humain’s computing capacity with Together AI’s global customers. The companies project more than $5 billion in gross annualized revenue during the partnership’s first year.
The deal arrives as American communities increasingly challenge data-center construction over electricity demand, water use, land requirements, utility costs, and limited permanent employment. Together AI chief executive Vipul Prakash cited cancellations and moratoriums in the United States as constraints on domestic capacity. Opposition has crossed partisan lines, while states and localities reconsider how rapidly power-hungry AI infrastructure should connect to electrical grids.
Saudi Arabia is moving in the opposite direction. Through Humain and other state-supported initiatives, the kingdom is aggressively building computing capacity as part of a broader effort to diversify beyond oil and establish itself as a global AI hub. Humain is simultaneously pursuing major infrastructure projects with other technology companies and data-center developers.
For the United States, the issue presents a difficult policy balance. Communities have legitimate interests in protecting ratepayers, water supplies, land, and grid reliability. But regulations that make domestic construction prohibitively difficult can push strategic infrastructure, capital, technical expertise, and future economic influence overseas. As global competition for AI capacity accelerates, America’s challenge will be accommodating necessary infrastructure without forcing local communities to subsidize it directly.
Sources
- https://www.nytimes.com/2026/08/31/business/dealbook/together-ai-humain-saudi-arabia-data-center.html
- https://finance.yahoo.com/technology/ai/articles/together-ai-humain-form-strategic-120000648.html
- https://www.fierce-network.com/newswire/humain-taps-amd-cisco-and-together-ai-saudi-arabia-ai-infrastructure-push
- https://www.neom.com/en-us/newsroom/HUMAIN-and-DataVolt-to-develop-AI-data-center-in-NEOM