Will Data Centers Disrupt Local Communities?

When more than two dozen residents showed up in Spartanburg, South Carolina, to protest a data center development, it wasn't a spontaneous outburst. It was a signal — the kind that developers, utilities, and municipal planners are starting to see with increasing regularity across the country. The digital economy has a physical footprint, and the people living near it are beginning to ask hard questions about who actually pays the price.

The Surge in Data Center Development

The numbers are staggering. Global data center capacity has been doubling roughly every four years, driven by cloud computing, AI workloads, streaming, and the sheer volume of data that modern life generates. Hyperscalers like Amazon Web Services, Microsoft Azure, and Google are signing land deals in the hundreds of acres. Secondary markets — mid-sized cities in the Southeast, the Midwest, and rural corridors with cheap land and available power — have become prime targets.

Spartanburg isn't an outlier. It's a preview of what dozens of communities across the Sun Belt and beyond will face in the next five years.

The appeal to developers is straightforward: lower land costs, business-friendly tax environments, and, in many cases, access to transmission infrastructure that was built for industrial loads now being shed as manufacturing shifts. What looks like opportunity to a site selector appears very different to the family that has lived next to that industrial corridor for thirty years — and who is now being told a facility drawing tens of megawatts of power will be their new neighbor.

Community Reactions: Protests and Concerns

The Spartanburg protest wasn't about rejecting technology. That framing, which developers sometimes use to dismiss opposition, misreads what's actually happening on the ground. Residents aren't anti-progress. They're concerned about concrete, specific impacts that don't show up in the economic development press releases.

Chief among them: electric infrastructure. Data centers are among the most power-hungry facilities ever built. A single hyperscale campus can consume 100–200 MW of electricity — enough to power roughly 80,000 to 160,000 average American homes. When that load drops onto a regional grid, it doesn't disappear into the ether. Utilities have to build or upgrade substations, run new transmission lines, and, in some cases, bring new generation capacity online. The cost of that infrastructure gets distributed across the ratepayer base — including the residents who had no say in where the data center was sited.

That's the part that tends to crystallize community opposition: the sense that the benefits flow to shareholders and municipal tax rolls, while the costs — financial, environmental, and logistical — are socialized.

Noise is another recurring complaint. Industrial cooling systems — the chillers, cooling towers, and backup generators that keep servers from overheating — generate a persistent low-frequency hum that can travel farther than residents expect, particularly at night when ambient sound drops. Traffic during construction phases can be severe. And in areas with already strained water systems, the millions of gallons consumed annually by evaporative cooling raise legitimate questions about resource allocation.

Economic Benefits vs. Local Impact

The economic case for data centers is real, and it deserves honest accounting. Property tax revenue from a large facility can run into the millions annually, providing meaningful relief for school districts and municipal budgets that have been squeezed for decades. Construction brings significant short-term employment. The permanent operational workforce, while smaller than many assume — a typical hyperscale facility might employ 30 to 50 full-time staff — tends to be well-compensated, with roles in electrical engineering, facilities management, and cybersecurity.

The problem is the gap between the headline numbers and the lived experience.

Tax incentive deals, increasingly common as states and counties compete to attract data center investment, can defer the most significant revenue benefits for years or even decades. Virginia — which hosts more data center capacity than anywhere else on earth, concentrated in Loudoun County's "Data Center Alley" — has handed out billions in sales tax exemptions. Meanwhile, local residents have watched electricity demand spike, roads deteriorate under construction traffic, and, in some cases, seen neighboring land uses effectively foreclosed as utilities reserve transmission capacity for anticipated data center growth.

The infrastructure strain is real. When a single corporate campus can represent the equivalent load growth that a utility might have projected over five years of organic residential expansion, the planning assumptions underlying rate cases, grid investment, and even zoning break down. Communities find themselves reactive rather than proactive — learning about the scope of infrastructure commitments only after the deals are signed.

Environmental Considerations in Data Center Expansion

Energy consumption is the most discussed environmental dimension of data center expansion, but it's worth getting specific about what that actually means at the grid level.

Most large data centers operate on contractual commitments to renewable energy — power purchase agreements for wind and solar that allow them to claim carbon neutrality on paper. The operational reality is more complicated. Grid power is fungible. When a data center draws 100 MW at 2 a.m. on a January night, that power is coming from whatever is online at that moment, which in most U.S. markets still means a meaningful percentage from natural gas or coal. The renewable energy credits purchased to offset that consumption don't change what's spinning on the grid in real time.

The industry's sustainability claims are getting sharper scrutiny, and communities are right to push past the press release and ask what the actual generation mix looks like on a 24/7 basis.

Water consumption is less covered but arguably more immediately impactful at the local level. Evaporative cooling — still the dominant approach in many climates — can require millions of gallons annually per campus. In regions facing drought stress or aging water infrastructure, that's not an abstraction.

The genuinely encouraging development is that technical solutions exist and are improving. Liquid cooling systems that dramatically reduce water consumption are moving from the research phase to commercial deployment. AI-optimized workload scheduling can shift power-intensive tasks to times when renewable generation is highest. Some operators are investing seriously in on-site generation from renewable sources rather than relying purely on paper offsets. These aren't marketing talking points — they're real technical advances. But they require developers to commit to them upfront, during site selection and design, not as afterthoughts once community pressure builds.

Finding a Balance: Solutions for Developers and Communities

The Spartanburg protest — like similar mobilizations in Northern Virginia, Texas Hill Country, and rural Nevada — points to a process failure as much as a policy failure. The opposition tends to harden when communities feel they've been presented with a fait accompli rather than consulted as stakeholders.

Developers who engage early, before zoning applications are filed, consistently report smoother approval processes and better long-term relationships with local governments. That means more than holding a single public meeting. It means sitting down with utility commissions to model the rate impact transparently. It means working with county planners on traffic mitigation before breaking ground. It means making enforceable commitments on noise mitigation, water use, and landscaping — not verbal assurances in a PowerPoint.

Some jurisdictions are moving toward requiring community benefit agreements as a condition of approval — structured documents that specify local hiring minimums, infrastructure contributions, and environmental performance standards. These aren't inherently adversarial. Done well, they give developers clarity and give communities assurance that commitments are binding rather than aspirational.

The data center industry has largely operated in the "move fast and ask forgiveness" mode that characterized tech broadly in the 2010s. That approach has a shelf life, and in many markets, it's already expired.

For infrastructure investors and developers looking at data center assets, community reception is increasingly a material risk factor — not a soft concern for the CSR deck. A project that faces organized opposition can lose 12 to 18 months in permitting, see its utility interconnection agreement delayed, or face conditions that significantly alter project economics. Underwriting that doesn't model community engagement risk is underwriting that's missing something.

The communities showing up to protest in Spartanburg and elsewhere aren't asking for data centers to disappear. They're asking to be part of a conversation that, historically, has excluded them. The developers and investors who understand that distinction — and act on it — will build projects that last. The ones who don't will increasingly find that the easy sites aren't as easy as they used to be.

Explore more about how to engage communities effectively in data center development.

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