Nationwide, elected officials are drawn into debates over data centers, artificial intelligence infrastructure, electricity demand, water use, tax incentives, and land development.
Communities deserve clear answers on energy use, water consumption, infrastructure, land use, and taxpayer benefits. But too often, the debate is driven by misunderstandings.
A taxpayer-friendly approach does not mean giving technology developers a blank check. It means asking practical questions:
1. Will taxpayers come out ahead?
2. Will ratepayers be protected?
3. Will infrastructure costs be transparent?
4. Will the project strengthen the local tax base?
The following sections address some common myths surrounding data centers and offer a taxpayer perspective grounded in fiscal responsibility, infrastructure planning, economic competitiveness, and local accountability.
Myth #1: Data centers are taxpayer giveaways.
Taxpayer Perspective:
A taxpayer-focused approach structures policy so communities achieve long-term growth in the tax base, infrastructure improvements, and economic diversification. Data centers should be treated like other major business investments, with broad-based tax policy and clear safeguards.
Myth #2: Data centers cause energy bills to spike.
Taxpayer Perspective:
Average electricity prices are essentially identical between states with many data centers and those with few. Businesses looking to build new data centers recognize electricity will be their biggest expense and have a strong incentive to either build in areas that have sufficient energy capacity already, or partner on building the infrastructure to supply new capacity.
In many cases, large energy demand helps justify new generation, transmission upgrades, and grid modernization that benefit all users. Increasing power supply and reforming permitting bottlenecks are the real keys to protecting ratepayers.
Myth #3: Communities get nothing in return.
Taxpayer Perspective:
Data centers generate substantial local tax revenue while placing little strain on schools, emergency rooms, and other public services. They also frequently contribute to roads, water infrastructure, broadband, and workforce partnerships with local colleges and trade schools.
Myth #4: Data centers don’t create jobs.
Taxpayer Perspective:
Data center construction creates well-paying jobs traditionally associated with any advanced building project, including electricians, plumbers, and installers. Once built, the centers require maintenance personnel as well as engineers and other contractors to continue upgrading and replacing equipment, which happens at a faster rate than most other industries. While not requiring as high a headcount as heavy manufacturing facilities, over the long-term, data centers bring direct and indirect jobs and economic growth to a region that is lasting and significant.
Myth #5: Data centers are bad for the environment.
Taxpayer Perspective:
Data centers have been around for over 20 years, and over time, they have become more and more energy efficient. This makes sense, since energy is a big cost for any type of industrial site. That’s why operators are examining both renewable and traditional power sources, advanced battery storage, and the latest energy-saving devices. This is in contrast to other countries, where data centers are often powered by old-style power plants with few environmental protections. The more we say “no” to data centers, the more those projects go abroad.
Myth #6: Data centers will collapse the power grid.
Taxpayer Perspective:
Grid challenges existed long before the AI boom. Utilities have often been disincentivized to upgrade their grids, while private investment has been slowed by sluggish permitting processes and bureaucratic resistance. Data center growth is simply bringing out into the open an overdue policy discussion about expanding capacity and with it our technological leadership in the world.
Myth #7: Taxpayers will subsidize new infrastructure.
Taxpayer Perspective:
To win the race with foreign competitors, data center builders are teaming up with policymakers and utilities to fund their own “behind the meter” power plants or pay for upgrades to existing infrastructure. NTU’s research specifically emphasizes protecting ratepayers this way; in fact, the enhanced capacity that data centers provide can result in net energy benefits to other ratepayers, by stabilizing or lowering their bills over the long term.
Myth #8: Data centers consume unacceptable amounts of water.
Taxpayer Perspective:
The newer the data center, the likelier it is to use recycled water, closed-loop systems, or even air for cooling purposes. Communities can plan with engineers to ensure these modern techniques are built-in from the start.
In fact, total water usage for farm use in California is estimated to be 478 times as much as data centers. Forestry and mining also consume much greater supplies of water. While these are essential products, information is a vital good too; it powers more efficient agriculture, transportation, and retail chains for everything moving through our economy.
Myth #9: Data centers are simply warehouses with no economic value.
Taxpayer Perspective:
Like roads, waterways, and other buildings, data centers are modern-day infrastructure. Medical offices, banks, factories, farms, schools, and emergency services all rely on them. Without data centers, digital commerce, remote work, distance learning, and cybersecurity would not be possible. Countries that dominate this infrastructure will get ahead; America cannot afford to miss out on this economic future.
Myth #10: The only winners are tech billionaires.
Taxpayer Perspective:
The benefits of AI infrastructure extend well beyond tech companies. NTU research highlights the potential for major advances in medicine, transportation, energy, agriculture, education, and other scientific discoveries. Communities that embrace responsible development are positioning themselves for long-term economic growth. Data centers can actually democratize the tech revolution, bringing it away from the coasts and into the heartland.
Myth #11: Data center bans or moratoriums protect taxpayers.
Taxpayer Perspective:
Blanket opposition to data centers can deprive taxpayers of a growing commercial tax base, more robust infrastructure investment, and the opportunity to shift more of the tax burden off the backs of homeowners and small businesses. Prohibiting growth is not a fiscally responsible approach; at the same time, it cedes critical digital infrastructure to other countries.
Myth #12: Data centers don’t belong in small communities.
Taxpayer Perspective:
Many smaller and mid-sized communities are attractive precisely because they have available land, lower costs, and opportunities to plan for the future that big cities are unable or unwilling to recognize. When managed properly, data center investment can diversify local economies that have struggled to attract sustainable capital investment for decades. They can bring the technology boom into the heartland and rural parts of America, not just for a short while, but for many years to come.
Myth #13: AI growth is temporary, so communities should wait it out.
Taxpayer Perspective:
AI infrastructure demand is expected to grow for years, not months, but a flexible policy environment is necessary to respond to evolving needs. Data centers increasingly function as the railroads, ports, and industrial parks of the digital economy. Communities that enact bans or long moratoriums risk falling behind economically and technologically.
Myth #14: Tax policies toward data centers are all wasteful giveaways.
Taxpayer Perspective:
As with any project, taxpayer advocates should carefully scrutinize data center tax policies, but there is a big difference between limited, performance-based agreements and reckless giveaways for just one project or company. NTU’s analysis notes that many businesses prefer stable, broad-based tax policy over narrow carveouts anyway. Consistent tax and regulatory policy is also the key to preventing critical infrastructure investment from relocating to other countries and harming our national security.
Myth #15: Communities must choose between reliable power and development.
Taxpayer Perspective:
That is a false choice. NTU’s “Speed to Power” analysis argues that, at the federal, state, and local levels, good policy can boost energy production, modernize transmission, rationalize permitting, and deploy new technologies while protecting residential ratepayers. Economic growth and grid reliability are not mutually exclusive. Scarcity narratives are no substitute for thoughtful approaches to managing power needs.
Conclusion
Data centers already play a vital role in just about every aspect of our economy, and will increasingly do so. Families, small businesses, governments, and taxpayers can all benefit. While it’s important for communities to consider the costs and infrastructure needs, decisions should be based on facts, not myths. Public officials at every level can exercise leadership now to ensure that the AI revolution is led by Americans, for Americans.