A growing grassroots movement is challenging the rapid expansion of artificial intelligence data centers across the United States, with residents in communities such as Clinton, Iowa, raising concerns over water use, electricity demand, environmental impacts and the loss of control over local development.
The backlash has emerged as technology companies race to build large-scale facilities needed to support generative and agentic AI. More than 500 US jurisdictions have reportedly introduced moratoriums or bans on data centers, while a recent NBC poll found that nearly 70% of Americans oppose having a data center built in their local area.
Clinton becomes a focal point
The controversy has become particularly intense in Clinton, a city of about 24,000 people on the Mississippi River.
Residents learned earlier this year that Quality Technology Services (QTS), a data-center developer owned by private-equity giant Blackstone, was planning a massive AI facility on roughly 1,100 acres of farmland west of the city.
The proposed project would include 10 buildings, each covering about 500,000 square feet, making it one of the largest data-center developments in the country. The identity of the company that would ultimately use the facility has not been disclosed.
The project had been discussed privately for nearly two years by city officials, utilities and local economic-development group Grow Clinton. The plans were kept confidential through nondisclosure agreements and the code name “Saturday River” before being presented publicly in April.
The scale of the proposal alarmed nearby residents.
Ryan Wisor, who lives close to the planned site, discovered that the development could border his property on two sides and come within about 65 feet of his well. Other residents raised concerns about electricity consumption, water use, noise, lighting, soil contamination and the arrival of large numbers of outside workers.
Residents subsequently formed Clintonians Against Data Centers, a grassroots group that includes both Republicans and Democrats.
Residents challenge local officials
The group called for more time to study the potential consequences of the project. In June, however, Clinton’s city council rejected a proposed 120-day moratorium on data-center development.
City officials subsequently began drafting an ordinance governing the construction and operation of data centers, while opponents continued to push for stricter requirements.
One of the main disputes has centered on the distance between data-center buildings and residential properties. An initial draft called for a 1,000-foot setback. Opponents argued for 1,500 feet, while representatives supporting the project said 500 feet would be sufficient.
The issue has become particularly sensitive for residents living immediately next to the proposed development.
“This ordinance is meant to protect the citizens and our property,” resident Ryan Wisor said at a September council meeting. “This isn’t meant to conform so that we can fit a particular business in a particular piece of land.”
The meeting lasted more than five hours as officials, residents and representatives debated the proposed rules.
Economic benefits versus local concerns
Supporters of the Clinton project point to the potential economic benefits.
Mayor Scott Maddasion said the development could generate around $20 million a year in property-tax revenue for a city whose annual budget is roughly $24 million. Grow Clinton President Andy Sokolovich estimated the figure could reach $30 million.
According to Sokolovich, QTS has requested no tax incentives and has offered to cover the full cost of utility upgrades required for the facility. Alliant Energy has also said that costs associated with the data center’s electricity demand would not be passed on to existing customers.
The project illustrates the broader economic appeal of data centers for communities seeking investment after decades of industrial decline.
But opponents argue that the financial benefits do not address fundamental questions about who gets to decide how their communities develop.
A broader US backlash
The conflict in Clinton reflects a wider national debate over the infrastructure required to support the rapid expansion of AI.
Data centers consume large amounts of electricity and, depending on their cooling systems and location, can also require substantial quantities of water. Their construction has therefore increasingly become a local political issue, particularly in rural communities where large facilities can occupy hundreds or thousands of acres.
The movement has attracted residents with very different political views.
Some opponents are concerned primarily about the environmental and infrastructure effects of data centers, while others object to AI itself and its potential impact on employment and human labor.
At the same time, supporters argue that data centers can create jobs, increase tax revenues and bring new investment to communities that have struggled economically.
AI expansion puts pressure on local governments
The Clinton dispute also highlights the tension between the speed of AI investment and the slower processes of local government.
Residents complained that discussions about the project had taken place largely behind closed doors before the development became public. The controversy intensified as residents began examining public records and discovered that utility planning for the area had been underway since 2024.
The debate has strained relationships within the community. Some residents have stopped speaking to local officials or even family members involved on opposing sides of the project, while the mayor has reportedly received a death threat.
Despite the tensions, the dispute has also forced residents and officials into direct discussions over the details of the proposed development.
The outcome in Clinton remains uncertain, but the confrontation illustrates a broader challenge facing the United States: how to balance the enormous investment associated with artificial intelligence against the concerns of communities expected to host the infrastructure that makes the technology possible.
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