Across the United States, states and local governments are racing to attract massive data centers for artificial intelligence and cloud computing. They promise jobs, economic growth, and technological leadership. But behind the headlines is a different reality. Public subsidies and tax breaks are flowing to some of the wealthiest corporations in the world, while ordinary residents are paying more for electricity and water to support the infrastructure those facilities require.
This is not a theoretical concern. It is already happening.
States now spend billions each year on data center tax incentives. According to research from
Good Jobs First,
at least ten states each forgo more than $100 million annually in tax revenue from data center subsidies, totaling roughly $3 billion per year nationwide. These incentives typically include exemptions from sales taxes on equipment and electricity, property tax abatements, and infrastructure support funded by taxpayers.
Texas alone is projected to lose more than $1 billion in tax revenue in 2025 due to data center exemptions. Virginia, home to the world’s largest concentration of data centers, is estimated to forgo more than $700 million annually. These are not small pilot programs. They are structural transfers of public resources to private corporations.
And the costs do not stop with tax breaks.
Data centers are among the most energy-intensive facilities ever built. A single large AI data center can use as much electricity as tens of thousands of homes.
The
U.S. Energy Information Administration
reports that electricity demand in the United States is expected to reach record levels in the coming years, driven in part by data centers and artificial intelligence computing. Utilities across the country are planning major expansions of generation and transmission infrastructure to meet that demand.
Those projects are expensive. And they are rarely paid for by the companies driving the demand.
Instead, the costs are typically passed to ratepayers.
In Virginia, the state with the largest concentration of data centers in the world, regulators have warned that new infrastructure investments to support data center growth could increase electricity costs for residential customers. Utilities must build new transmission lines, substations, and generation capacity to meet demand, and those investments are recovered through utility rates.
In Texas, the situation is similar. The
Electric Reliability Council of Texas
has repeatedly warned that rapid growth in large industrial loads, including data centers, is putting pressure on the grid and requiring major new infrastructure investments. Residential customers ultimately pay for those upgrades through higher monthly bills.
The pattern is consistent across states. Corporations receive tax incentives to build facilities. Utilities build infrastructure to serve them. And residents pay the bill.
Electricity is only part of the story. Data centers also consume enormous amounts of water for cooling, particularly in hot climates.
In arid states like Arizona and Texas, where drought conditions are becoming more common, water demand from data centers is colliding with already limited supplies.
The
Arizona Department of Water Resources
has documented ongoing reductions in Colorado River allocations due to long-term drought and declining reservoir levels. The state is currently operating under mandatory shortage conditions that reduce available water supplies for cities and agriculture.
At the same time, new data centers continue to be approved in the Phoenix region, one of the fastest-growing data center markets in the country.
Municipal water systems must expand infrastructure to serve these facilities, including pipelines, pumping stations, and treatment capacity. Those costs are typically financed through utility rate increases.
In Dallas, residential water and sewer rates increased in 2025 to fund system upgrades and long-term supply planning. In Phoenix, water rates have risen in multiple stages since 2023 to support infrastructure investments and drought resilience.
Residents are being asked to conserve water, pay higher rates, and prepare for shortages while large industrial users continue to expand.
One of the most persistent myths about data centers is that they create large numbers of jobs.
They do not.
According to the
U.S. Department of Energy,
modern data centers are highly automated facilities that typically employ only a few dozen permanent workers once construction is complete. Most of the economic activity occurs during the construction phase, which is temporary.
That means communities often provide millions of dollars in subsidies in exchange for relatively few long-term jobs.
Meanwhile, the infrastructure required to support those facilities remains in place for decades, and residents continue paying for it through higher utility bills.
The financial support for data centers often extends beyond direct tax incentives.
Utilities may offer discounted electricity rates. Governments may fund road expansions, transmission lines, or water infrastructure. Local agencies may issue bonds to finance upgrades needed to serve large industrial users.
These costs are rarely labeled as subsidies, but they function the same way.
They shift financial risk from corporations to the public.
The
National Conference of State Legislatures
notes that more than 30 states now offer financial incentives specifically designed to attract data centers. The competition between states has created a race to offer the most generous subsidies, even when the long-term costs exceed the economic benefits.
This is not an accident. It is a policy choice.
The companies building these facilities are among the richest corporations in history. Firms like Amazon, Microsoft, and Google have market values measured in trillions of dollars.
Yet taxpayers and utility customers are being asked to subsidize their expansion.
Higher electricity bills.
Higher water rates.
Lost tax revenue that could have funded schools, infrastructure, or public safety.
The public pays more so corporations can pay less.
That is the real economics of the data center boom.
And unless policies change, the costs will continue to grow.