The World Economic Forum has outlined an ambitious vision for global AI infrastructure that positions land, energy, and water as “non-negotiable prerequisites” for data center development, while introducing the concept of “digital embassies” to provide AI sovereignty to nations unable to build their own infrastructure.

According to the WEF and Bain & Company report “AI Infrastructure in the Age of Sovereignty: Requirements, Strategies and a Trusted Framework for Digital Embassies,” released in May 2026, the plan involves constructing massive data centers in resource-rich host countries, then granting access to other nations through what they term “AI sovereignty.”

Technical Prerequisites Drive Resource Consumption

The WEF identifies two categories of “non-negotiable” requirements for AI infrastructure: technical and institutional. On the institutional side, policy frameworks, talent acquisition, and financing mechanisms form the foundation. However, it’s the technical requirements that reveal the true scope of resource demands.

Data centers supporting AI operations require enormous quantities of energy, water, and land – resources equivalent to those needed by entire cities. The energy demands are particularly striking: while conventional data centers consume as much electricity as 10,000 to 25,000 households, newer AI-focused “hyperscale” facilities can use as much power as 100,000 homes or more.

Meta’s planned Wyoming data center will consume more electricity than every home in the state combined, while their Hyperion facility in Louisiana is expected to draw more than twice the power of New Orleans. These facilities also demand vast water resources, with larger data centers requiring up to 5 million gallons daily – equivalent to a city of 50,000 people.

Digital Embassies and AI Sovereignty Framework

The WEF’s solution involves a hub-and-spoke model where certain nations build and host AI infrastructure while others access it through “digital embassies.” WEF managing director Cathy Li explained this approach at the organization’s January 2026 Annual Meeting in Davos.

“As countries race to secure access to data, compute, and cloud infrastructure, it is becoming increasingly clear that not all the nations can or should build the AI infrastructure within their own borders,” Li stated. “Digital embassies enable countries to extend critical digital infrastructure beyond their borders while retaining control over data, compute, and governance.”

The WEF defines AI sovereignty as “the ability of economies to shape, deploy and govern AI ecosystems in accordance with their own values, while ensuring strategic and operational control, flexibility and, ultimately, resilience through a combination of localized investment and trusted international collaboration.”

Massive Land Acquisition Driving Housing Competition

The physical footprint requirements are creating significant impacts on land use patterns. Some of the largest data centers under construction will cover hundreds of acres with impermeable surfaces, removing land from potential agricultural, natural, or residential use.

In Northern Virginia’s Prince William County, this competition for land has become particularly acute. Home builder Steve Alloy of Stanley Martin witnessed firsthand how tech giants like Microsoft and Google began systematically acquiring development sites originally intended for housing projects.

“Land brokers started calling” when data center developers offered significantly higher prices than housing developers could match, Alloy noted. One housing development with rights to build 250 units sold to a data center developer for $31 million, while NTT later paid $257 million for additional vacant acreage in the same area.

Environmental Resource Strain Accelerating

The environmental implications extend far beyond land use. By 2030, data center electricity consumption is expected to more than double, while water usage is projected to rise by 50%. US data centers consumed 176 terawatt-hours of electricity in 2023 – roughly equivalent to Ireland’s entire national consumption.

Water consumption presents particular challenges in regions already facing scarcity. With 2.1 billion people globally affected by water scarcity, the quadrupling of US data center water consumption projected by 2028 – from 17.4 billion gallons in 2023 – represents a significant additional strain on precious resources.

Infrastructure Investment Priorities

The WEF report emphasizes five key priorities for enhancing digital infrastructure value while addressing community concerns: waste heat recovery systems with payback periods under two years, independent power generation and water systems to reduce grid dependency, circular design principles for equipment lifecycle management, advanced cooling technologies, and community benefit integration.

These solutions aim to address what the WEF characterizes as both “a boon and a bane” – the potential for AI infrastructure to modernize community systems while simultaneously creating unprecedented stress on energy and water resources.

Global Implementation Framework

The digital embassy concept represents a fundamental shift in how nations might access advanced AI capabilities without the massive resource investments required for domestic infrastructure. This framework allows participating countries to maintain what the WEF terms “strategic and operational control” while relying on infrastructure hosted in other nations.

The WEF positions this arrangement as essential for global AI advancement, suggesting that the alternative – every nation attempting to build its own comprehensive AI infrastructure – would be both economically unfeasible and environmentally unsustainable.

As artificial intelligence capabilities continue expanding and integration into daily life accelerates, the competition for the land, energy, and water resources deemed “non-negotiable” by the WEF appears set to intensify, with implications extending far beyond the technology sector into housing markets, agricultural land use, and environmental resource management.

This article draws on reporting from Activist Post, World Economic Forum, Lincoln Institute of Land Policy, and Wall Street Journal.