AI Compute Demand Has No Limit, Saudi Arabia Launches $1

AI compute demand will never be sated, Iren (IREN) CEO said Monday, as Saudi Arabia’s DataVolt races to open a $1 billion NEOM data center to capture the same global GPU shortage.

Key Takeaways

Iren began as a Bitcoin mining company before shifting toward GPU cloud capacity for AI workloads
DataVolt is working to accelerate development timelines for its $1 billion NEOM data center in Saudi Arabia
Hut 8 secured $7.5 billion in project financing this month tied to an Anthropic-linked data center
Nvidia has not stated when GPU supply might catch up with current demand

Iren, listed on Nasdaq, built its business as a Bitcoin (BTC) mining company before shifting toward graphics processing units, the specialized chips that run AI model training and inference. Iren’s leadership argues that this demand will keep outrunning available GPU supply for years, not months.

The company’s own buildout of GPU cloud capacity supports that view, according to comments carried by the Financial Times Monday.

The AI Compute Demand Nobody Can Satisfy

Saudi Arabia’s push mirrors that logic on a national scale. DataVolt is trying to slash development timelines for its $1 billion NEOM data center, according to a Semafor report published Monday.

Also Read: Decentralized AI Network Bittensor Reaches 2.56 Billion Breakthrough

NEOM is the kingdom’s flagship development zone. The goal is exporting compute capacity as an industrial strategy, not just hosting it.

From Bitcoin Rigs To Nvidia Racks

Iren is not alone in that pivot.

The same capacity crunch driving Iren’s growth is fueling other Bitcoin miners’ shift into AI infrastructure. Hut 8 (HUT), another Nasdaq-listed miner, secured $7.5 billion in project financing this month tied to an Anthropic-linked data center, a Dealroom report showed. The shift shows how a bitcoin mining background has become a springboard into AI infrastructure rather than a dead end.

Whether Supply Ever Catches Up

Whether DataVolt’s NEOM buildout or Iren’s own expansion narrows the compute gap remains unclear through the rest of the year. Nvidia, the chipmaker whose chips anchor both companies’ plans, has not said when supply might catch up with it.

For now, Iren’s leadership is betting the shortage outlasts any single buildout, Saudi or otherwise.