Story perspectives

AI Data Centers Trigger $174B Water Infrastructure Demand

5/29/2026

Summary

Utilities Face Water Limits

U.S. utilities face water-capacity limits as AI data-center projects, including a Virginia campus seeking up to 2 MGD now, demand large cooling supplies.
Newton County, Georgia water authority rejected a 6 MGD data-center request, citing insufficient water.
Texas’ draft 2027 State Water Plan projects a 10 % supply decline by 2080 and $174 billion in water-infrastructure needed for AI demand.

Summary

Data Centers Strain

Dell Technologies raised FY2027 revenue guidance to $165-$169 billion on AI server demand.
Snowflake posted Q1 FY2027 revenue of $1.39 billion, a 33.6 % YoY rise and its stock jumped 36 %.
Core Scientific said data-center construction costs rose to $11.5-$12 million per megawatt, with labor about 40 % of spend.
European grid operators such as Denmark’s Energinet are pausing new large-consumer connections as AI data-center demand outpaces transmission capacity.

History

Historical Context

A 2008 Lawrence Berkeley National Laboratory study found U.S. data centers used about 61 billion kWh—roughly 2 % of national electricity—while Google and Microsoft each ran facilities over 5 GW. Decades of growth have pushed data-center electricity to 4.4 % of U.S. demand by 2023 and water use to billions of gallons, prompting Virginia, Texas and Denmark’s Energinet to plan costly cooling and transmission upgrades.

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Utilities Face Water Limits

U.S. utilities face water-capacity limits as AI data-center projects, including a Virginia campus seeking up to 2 MGD now, demand large cooling supplies.
Newton County, Georgia water authority rejected a 6 MGD data-center request, citing insufficient water.
Texas’ draft 2027 State Water Plan projects a 10 % supply decline by 2080 and $174 billion in water-infrastructure needed for AI demand.

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