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HUMAIN and NVIDIA’s 84MW Expansion: What Saudi AI Infrastructure Means for SMEs

Short answer: On 22 October 2026, HUMAIN and NVIDIA expanded their partnership into a multi-phase programme of up to 84MW of AI compute in Saudi Arabia, with the first phase starting in Q4 2026. Combined with the Kingdom’s designation of 2026 as the “Year of AI”, this marks Saudi Arabia’s shift from AI consumer to AI infrastructure producer, and for SMEs it means faster, locally hosted AI services within the next two years.

What happened this week?

Two announcements in the final week of October 2026 sharpened the picture of Saudi Arabia’s AI landscape:

  • HUMAIN and NVIDIA expansion: a phased programme of up to 84MW and roughly 27,000 next-generation NVIDIA GPUs.
  • Oxagon, NEOM: HUMAIN and DataVolt signed a preliminary framework agreement with AI cloud provider Nebius, which plans to take up to 50MW of the first 100MW under construction, making it the anchor customer.

These are not distant tech headlines. Every megawatt of compute built in the Kingdom means AI services delivered from Saudi data centres, with lower latency and clearer options for keeping data in-country.

Inside the HUMAIN and NVIDIA expansion

According to Data Centre Magazine (22 October 2026), the programme runs in two phases:

Phase Timing Capacity Technology Use
Phase 1 Q4 2026 14MW (about 6,000 GPUs) Blackwell HGX B300 with Quantum-X800 InfiniBand AI compute
Phase 2 From June 2027 70MW Vera Rubin on the NVIDIA DSX AI Factory platform 50MW for a US-based client; 20MW for HUMAIN Cloud (expected July/August 2027)

HUMAIN, owned by the Public Investment Fund, is targeting close to 3GW of data centre capacity by 2030 and more than 6GW by 2034.

HUMAIN in brief

HUMAIN launched in May 2025 under PIF and is chaired by HRH Crown Prince Mohammed bin Salman. Its stated mission is to build the full AI stack: data centres, cloud, models and applications. Key products include:

  • ALLaM: an Arabic-first large language model co-developed with SDAIA, powering HUMAIN Chat.
  • HUMAIN Chat: a conversational app launched in August 2025, focused on Arabic and its cultural context, with multi-dialect voice input.
  • HUMAIN One: an enterprise platform unveiled in October 2025 that uses AI agents to execute tasks and manage workflows.

Arab News reported in September 2026 that the company has begun preparing for a potential public offering, with no set timetable and an earlier stated horizon running to 2029.

HUMAIN’s partner network

The NVIDIA expansion is one of many partnerships. According to Arab News, HUMAIN’s alliances span every layer of the stack:

Partner Nature of the partnership
Amazon Web Services Joint investment of more than USD 5 billion in an “AI Zone” in Riyadh
stc (via center3) Joint venture for AI data centres of up to 1GW
Qualcomm Plans for 200MW of infrastructure from 2026
AMD and Cisco Data centre joint venture, with infrastructure launched in August 2026
Microsoft ALLaM made available through Microsoft’s AI ecosystem

This breadth means Saudi businesses should find locally hosted AI services through several familiar cloud platforms, not just one provider.

The bigger picture: 2026, the Year of AI

In March 2026 the Saudi Cabinet designated 2026 the Year of Artificial Intelligence, and SDAIA issued a guide to align initiatives across government, private sector, non-profits and individuals. Figures released alongside the announcement include:

  • 14th place in the 2025 Global AI Index.
  • More than USD 9.1 billion invested by AI companies operating in the Kingdom.
  • Government spending on emerging technologies up more than 56% in 2024.
  • The Hexagon government data centre, with up to 480MW of capacity.
  • A National Data Lake connecting more than 430 government systems.

The infrastructure is arriving quickly and the policy direction is clear. The real question for a business owner is no longer “will AI reach my company?” but “is my company’s data ready for it?”

What this means for Saudi SMEs

Megawatts and GPUs may feel far removed from a retail shop in Jeddah or a small factory in Dammam, but the impact will arrive through four practical channels.

1. Locally hosted AI services

As domestic cloud capacity grows, AI-powered tools, from assistants to document analysis, will increasingly be served from data centres inside the Kingdom. That matters for any business handling personal data under the Personal Data Protection Law.

2. Models that understand Arabic and Saudi context

An Arabic-first model like ALLaM means invoices, contracts and correspondence in Arabic can be handled more accurately than by models built primarily for English.

3. AI agents inside daily operations

Platforms such as HUMAIN One point to the next step: agents that perform repetitive work like sorting documents, preparing reports and chasing receivables. But an agent is only as useful as the structured data and permission model it runs on.

4. A race on adoption speed

When tools become widely available, the advantage shifts from owning the tool to having clean data and processes. Businesses with organised accounts, accurate inventory and compliant e-invoices will benefit first.

A practical readiness checklist

Area Question to ask Why it matters for AI
Accounting data Are your chart of accounts and cost centres consistent and current? Models analyse what they find; scattered data produces misleading answers.
Invoicing Are you compliant with ZATCA e-invoicing Phase 2? Structured e-invoices are far easier to analyse automatically than PDFs or paper.
Inventory Are warehouse balances accurate in real time? Demand forecasting depends on reliable stock movements.
Permissions Who can see and approve what? Any AI agent should run with limited rights, just like an employee.
Hosting Where is your data stored, and do you need an on-premise option? Some sectors prefer data to stay in-Kingdom or on-site.

The first step is not buying an AI tool

Many owners start by asking which AI tool to buy. A better starting point is a system that brings your data into one place. An integrated ERP connecting accounting, sales, purchasing, inventory, POS and HR is the foundation any future AI tool will stand on.

That is where Riv-ERP fits: a Saudi-made cloud ERP built on Oracle Database and Oracle APEX, covering accounting, cost centres, sales, purchasing, multi-warehouse inventory, POS, payroll and manufacturing, and compliant with ZATCA e-invoicing Phases 1 and 2. For businesses that prefer to host on-site, RivDesktop offers a perpetual licence and runs on Windows, web and cloud, online or offline. If you plan to connect a specific AI tool to your data, the Riv-ERP team can assess an API integration with you.

Request a Riv-ERP quote and start getting your data AI-ready

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Frequently Asked Questions

What did HUMAIN and NVIDIA announce in October 2026?

A phased programme of up to 84MW and about 27,000 GPUs in Saudi Arabia: a 14MW first phase on Blackwell HGX B300 systems from Q4 2026, followed by a 70MW Vera Rubin phase starting June 2027.

When will HUMAIN Cloud run on the new infrastructure?

Of the 70MW second phase, 20MW is allocated to HUMAIN Cloud, expected to come online in July or August 2027.

What is ALLaM?

An Arabic-first large language model co-developed by HUMAIN and SDAIA. It powers HUMAIN Chat, which is available to users in Saudi Arabia.

Does a small business need a big budget to benefit from AI?

Not necessarily. Most AI capabilities will arrive as cloud services or features inside business software. The most important early investment is organising your data in an integrated accounting and ERP system, because output quality depends on data quality.

How does e-invoicing relate to AI readiness?

ZATCA Phase 2 invoices are structured in a standard format, which makes them much easier to analyse automatically than paper or scanned invoices, giving you a ready-made dataset for future AI analysis.

Can Riv-ERP connect to external AI tools?

The Riv-ERP team in Jeddah can review your requirements and assess an API integration with the tool you choose, and also builds custom solutions in .NET and C#. Reach us on WhatsApp at +966552007190.

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