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For most people, artificial intelligence exists somewhere in the cloud.

Ask ChatGPT a question. Generate an image. Analyze a document.

But the “cloud” is increasingly becoming very physical.

Behind the AI boom are enormous data centers filled with GPUs, cooling equipment, networking hardware, backup power, and electrical infrastructure.

And companies are racing to build more of them.

North American data-center demand reached a record 25 gigawatts in the first half of 2026, twice the level recorded a year earlier, according to JLL. Vacancy has remained around 1%, even with enormous amounts of new construction underway.

That infrastructure race is beginning to influence real estate far beyond the buildings containing the servers.

The New Location Rule: Find the Power

For decades, commercial real estate development often started with location.

Data centers increasingly start with something else:

Electricity.

CBRE says power availability remains the industry's biggest constraint, with some projects seeking sites of 125 acres or more capable of supporting 250+ megawatts. In some markets, obtaining new power can take a decade.

That changes what makes land valuable.

A large parcel near sufficient power generation, transmission infrastructure, and fiber connectivity may suddenly become strategically important—even if it sits far outside a traditional technology hub.

That is helping push development toward secondary and emerging markets.

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Markets Nobody Expected Are Entering the Conversation

Northern Virginia has long been the country's dominant data-center market.

But AI infrastructure is increasingly looking elsewhere.

CBRE identifies areas such as West Texas and Tennessee as emerging data-center markets because of available land and power. Dallas-Fort Worth has also become one of the industry's most attractive investment destinations.

This is significant for real estate professionals.

A massive data-center campus can bring billions of dollars of investment into an area that previously attracted relatively little attention from institutional developers.

Then comes the supporting infrastructure.

Power generation.

Transmission lines.

Road improvements.

Industrial suppliers.

Construction activity.

Related businesses.

Suddenly, a market's development story can change.

The Effects Can Reach Beyond Industrial Real Estate

This does not mean every neighborhood near a data center is about to experience a housing boom.

The residential impact will vary enormously by project.

Data centers themselves employ fewer permanent workers than many similarly sized manufacturing facilities, while their electricity and water requirements can create local controversy.

JLL found an enormous disconnect in public sentiment: while 79% of Americans support U.S. leadership in AI, only 14% support data-center development in their own communities.

But large-scale investment can still affect surrounding markets indirectly.

New infrastructure can make previously overlooked land developable. Construction and supplier activity can support local employment. Municipalities may gain significant new tax revenue. Meanwhile, competition for land, power, and infrastructure can influence where other development occurs.

For agents and investors, those changes are worth watching.

Electricity May Become a Real Estate Story

Perhaps the most important trend is happening outside traditional real estate entirely.

U.S. electricity consumption has started growing again after roughly a decade and a half of relatively flat demand, and the Energy Information Administration says data centers are helping drive that increase.

That means future development decisions may increasingly depend on something agents rarely needed to consider before:

Can the local grid support what companies want to build?

Power infrastructure could influence which communities attract billions in AI investment—and which projects get delayed for years.

The Takeaway

AI may be a technology revolution, but building it requires an extraordinary amount of physical real estate.

Land.

Power.

Utilities.

Construction.

Infrastructure.

And increasingly, entirely new development markets.

For real estate professionals, the opportunity is not to suddenly become data-center brokers.

It is to recognize when a major economic force begins changing the fundamentals of a local market.

Because the next major driver of development in some communities may not be a new subdivision, factory, or corporate headquarters.

It may be a building filled with computers.