Data center infrastructure could determine Saudi Arabia's AI plans

Big announcements, rapidly expanding infrastructure

HUMAIN outlined the deals at the LEAP 2026 event in Riyadh, with a combined value of more than $15 billion. At the event, held from August 31 to September 3, 2026, the company discussed AMD chips, an AWS cloud region, a Microsoft distribution channel, a Qualcomm device, an Adobe service, Together AI capacity, and partnerships with Applied Intuition and SLB.

The company, in its current form, is eighteen months old and aims to be present across multiple parts of the full technology chain. HUMAIN owns data centers, secures chips, operates models and runs an Arabic-language consumer product. The company is wholly owned by Saudi Arabia's sovereign wealth fund, the Public Investment Fund.

According to the Saudi Press Agency, the country's data center capacity rose from 68 megawatts in 2021 to more than 467 megawatts in the first quarter of 2026. A report from a commercial office in Jeddah, however, cited 60 data centers and 3.4 gigawatts of planned capacity for the second quarter of 2026.

HUMAIN secured capacity first

The sequence of the deals suggests that HUMAIN first sought to secure power, capital and an existing network presence before turning to chips and applications. In November 2025, a framework agreement with xAI included more than 500 megawatts of dedicated capacity and a $3 billion investment in xAI's Series E funding round.

In December 2025, HUMAIN and stc established a joint venture through center3, designed for 1 gigawatt of capacity. In January 2026, a financing framework with the National Infrastructure Fund allocated up to $1.2 billion for an initial 250-megawatt phase in Riyadh and Dammam. The legal documentation for the financing entered the finalization stage in April.

According to the company's own statements, it is planning eleven data centers, with capacity potentially expanding by roughly 50 megawatts every quarter. Microsoft's cloud region is scheduled for November 2026, and the AWS region for December. Construction of the AWS center is linked to a $5.3 billion investment.

The gap between planned and operational capacity

HUMAIN is targeting 500 megawatts of AI factory capacity across three clusters. One could be built in Riyadh on Public Investment Fund land, another in the NEOM project, and a third in the Eastern Province, near Aramco's industrial infrastructure. Of the first 360-megawatt phase of DataVolt's campus in NEOM Oxagon, 100 megawatts is included in the published figures, while construction has already begun.

Based on the figures, Saudi Arabia would need to add roughly 2.9 gigawatts to its 467 megawatts of operational capacity to reach the planned level of 3.4 gigawatts. At a quarterly expansion rate of 50 megawatts, that would take 58 quarters, or more than fourteen years. The source said even a threefold increase in the pace would still amount to construction lasting decades.

The announced capacities also cannot simply be added together, since several structures may describe the same physical infrastructure through different business agreements. For users and the market, the decisive factor alongside the announcements will therefore be how quickly planned capacity becomes an operational data center.