What Spartanburg Learned About Data Centers and Why Marion County Should Pay Attention

Something remarkable happened here in Spartanburg this week. After months of debate, public meetings, and growing resident concern, the developers of the proposed Project Spero AI data center withdrew it. The company simply said, “Alignment ultimately has not been achieved.” Corporate language has a way of smoothing the edges of conflict, but the meaning here is not difficult to read. The community began asking questions, and those questions changed the story.

Over the past months many of us in Spartanburg began focusing less on the polished language that accompanies projects like this, words such as “innovation,” “investment,” and “economic development,” and more on the physical realities beneath the proposal. Water withdrawals, electricity demand, infrastructure strain, and long-term ecological impacts slowly entered the conversation. Once those realities became visible, the narrative began to shift. What had initially been presented as an inevitable step forward for economic growth began to look more complicated. Projects of this scale rely on momentum, and momentum depends heavily on public perception. When perception changes, momentum slows.

That shift in perception did not come from any single person or group. It emerged through conversations, public meetings, local reporting, and the steady work of people simply asking better questions. What began as curiosity gradually became scrutiny, and scrutiny eventually became hesitation among local leaders who realized that the community was no longer convinced that the project’s benefits clearly outweighed its risks.

Now a similar conversation is beginning to unfold elsewhere in South Carolina, including a place that is very personal to me.

Marion County and the Expansion of AI Infrastructure

In Marion County, South Carolina, where I grew up in Mullins, another major data-center proposal has appeared on the landscape. According to reporting from the Post and Courier, developers have proposed a facility associated with Stream Data Centers that would bring a large-scale digital infrastructure project to the region. For many residents, the announcement came quickly, and questions about the project’s scope and long-term impact began surfacing almost immediately.

For rural communities, projects like this can arrive with a sense of inevitability. The promise of economic development, construction jobs, and tax revenue often accompanies announcements of new industrial infrastructure. Yet residents in Marion County have already begun raising concerns about the speed of the process and the lack of clear public information about the project’s environmental demands. These concerns are not rooted in opposition to technology or economic growth. Rather, they reflect a deeper question that rural communities across the country are beginning to ask: what does this kind of infrastructure actually require from the land and water systems that sustain the communities where it is built?

That question becomes particularly important when the proposed infrastructure is designed to support artificial intelligence systems that require enormous computing power. Data centers are not abstract digital clouds floating somewhere beyond the horizon. They are intensely physical systems that depend on massive flows of electricity, water, and cooling infrastructure. The sleek digital services they support are grounded in very real ecological and material demands.

Why Rural Communities Are Being Targeted

Across the United States, large technology companies are increasingly looking to rural regions as potential sites for data center expansion. Several factors make these areas attractive. Rural counties often have large tracts of available land, proximity to high-capacity power transmission lines, and fewer zoning restrictions than major metropolitan areas. Local governments may also see such projects as opportunities to attract investment in regions that have struggled economically for decades.

Yet these same conditions can create vulnerabilities. Smaller local governments may have fewer resources available to evaluate the long-term environmental and infrastructural consequences of major industrial projects. Residents may not initially have access to the technical information needed to fully understand the scale of resource consumption involved. As a result, communities can find themselves navigating decisions that will shape their landscapes and water systems for generations with limited time and incomplete information.

This is why the conversation around data centers is beginning to shift nationally. Researchers and policymakers are increasingly acknowledging that the rapid growth of artificial intelligence and cloud computing infrastructure is placing new demands on electricity grids and freshwater systems. These facilities require enormous energy inputs and significant water use for cooling processes, particularly in warmer climates. In regions where water resources are already under pressure from agriculture, drought, or population growth, those demands can become a critical factor in long-term planning.

The Real Resource Question: Water

When development projects are introduced to communities, the conversation often begins with jobs, investment, and economic opportunity. Those questions are important and deserve careful consideration. But in many cases they are not the most fundamental questions communities should be asking.

The most important question is water.

Freshwater is not simply another economic resource that can be substituted or relocated once it is depleted. It is the foundation of ecosystems, agriculture, and community survival. Rural landscapes like those in the Pee Dee region are shaped by the rhythms of rivers, wetlands, rainfall, and soil. Decisions about large-scale industrial water use can alter those systems in ways that persist long after the original economic promises have faded.

This is precisely why the conversation in Spartanburg shifted so dramatically once residents began focusing on water. People began asking straightforward but essential questions. How much water will the facility require each day? Where will that water come from? What happens during periods of drought? And who ultimately decides how water is allocated when industrial demand begins competing with agriculture, ecosystems, and residential use?

Once those questions entered the public conversation, the entire narrative changed. The project was no longer simply about economic opportunity. It became a discussion about long-term stewardship of shared ecological resources.

The Power of Perception

The most important lesson from the Project Spero debate is not simply that a data center proposal stalled. The deeper lesson is that perception changed. For generations many rural communities have been encouraged to see development as something that happens to them rather than something they actively shape. A corporation proposes a project, local officials negotiate incentives, and construction begins.

But communities are beginning to recognize that they have agency within these processes. They can ask questions. They can demand transparency. They can insist that decisions about land and water reflect the long-term well-being of the people who live there rather than the short-term interests of outside investors.

In Spartanburg, that shift in perception slowed the momentum that large infrastructure projects typically rely on. When residents began reframing the conversation around water, energy, and ecological responsibility rather than simply economic development, the project’s assumptions became less stable. Local leaders recognized that the community wanted more clarity and accountability before moving forward. In that space of uncertainty, the project lost its footing.

Rural South Carolina Deserves a Voice

The situation unfolding in Marion County deserves careful attention. Mullins and the surrounding Pee Dee region are not empty spaces waiting to be filled by industrial infrastructure. They are landscapes shaped by agriculture, rivers, forests, and generations of families who have built their lives there.

I grew up in Mullins. I know the fields, the creeks, and the quiet roads that run through that part of the state. Those landscapes carry histories that stretch far beyond the timelines of corporate development proposals.

Communities across rural South Carolina deserve the opportunity to decide what happens to their land and water. That does not mean rejecting every form of development. It means ensuring that decisions about the future of these landscapes are made with full transparency, careful ecological consideration, and meaningful public participation.

The story that has unfolded here in Spartanburg shows that communities are not powerless when they begin asking the right questions. Sometimes the most important shift begins not with a protest or a vote but with a change in how people see the land and water around them. When perception changes, the conversation changes, and once the conversation changes, the future becomes something communities can shape rather than simply accept.

What Marion County Residents Can Do Now

People in Marion County have already begun asking what they can do as conversations about the proposed data center continue. The experience in Spartanburg offers a few practical lessons.

The first step is simply paying attention to water. Large data centers depend on enormous volumes of water for cooling systems. Residents should ask local officials clear questions about how much water the facility would require, where that water would come from, and what contingency plans exist during drought conditions. Water withdrawals, discharge permits, and cooling systems are often where the most important long-term impacts appear.

Second, transparency matters. Many large development projects involve non-disclosure agreements between companies and local governments during early negotiations. While that is common in economic development deals, it can also leave communities without the information they need to understand what is being proposed. Residents have the right to ask for clear information about energy use, water demand, tax incentives, and infrastructure commitments before major decisions are finalized.

Third, local meetings matter more than most people realize. County council meetings, zoning hearings, and planning commission sessions are often where the most significant decisions take place. Even a small number of residents asking informed questions can dramatically change the tone of those discussions.

Finally, it helps to change the conversation itself. When discussions focus only on jobs or tax incentives, communities can feel pressured to accept projects quickly. When the conversation includes water rights, long-term land stewardship, and ecological responsibility, the decision becomes more balanced and thoughtful.

The lesson from Spartanburg is simple. Communities are not powerless when they begin asking better questions.

When Intelligence Becomes Land Use (or When the Cloud is Made of Land)

Much of the conversation around Project Spero, with the proposed AI data center here in Spartanburg, has revolved around a few similar questions that we keep hearing as a framework for processing development in general. How many jobs will it bring? How much tax revenue will it generate? Will it strain our power grid? Will it draw too heavily from our water systems? What are the environmental impacts?

These are certainly necessary questions. They are practical, measurable, and tied to the immediate realities of governance and infrastructure. However, they are not the only questions worth asking, nor are they the origin of where our concern or attention should stem from, despite the competing marketing messages meant to shape public discourse.

Beneath the debates about megawatts and gallons per minute lies a quieter transformation that is harder to see but just as consequential. Projects like this do not simply add another industrial facility to the landscape. They introduce a new kind of presence into a place. They materialize intelligence.

For generations, land use in the Carolina Piedmont has followed recognizable patterns. Fields became suburbs, forests became highways, and rivers became reservoirs, while textile mills rose and fell. Logistics hubs replaced smokestacks. Each phase reorganized the landscape around a dominant economic logic… agriculture, manufacturing, distribution.

Now something different is emerging. Proposed AI infrastructure here in Spartanburg and throughout the Southeast of the United States does not primarily produce goods, textiles, or even physical services. Its purpose is to process cognition. To store, refine, and distribute decision-making capacity and contribute to the global chain of commodifying intelligence.

In effect, this all turns land into substrate for thinking.

This may sound abstract, but its implications are intensely material. Data centers are among the most physically demanding infrastructures ever built. They require enormous electricity flows, steady access to water for cooling, stable transmission corridors, and continuous connectivity. They generate heat that must be managed. They demand redundancy and resilience. In other words, they reorganize ecosystems to support continuous computation.

The Piedmont is not being asked simply to host an industry, but to sustain a new layer of perceived planetary intelligence to meet the resource needs of large language models. I think that changes the conversation.

When farmland became suburbia, we asked whether roads could handle the traffic. When distribution centers arrived, we asked whether zoning permitted increased truck traffic. But when intelligence becomes land use, the questions shift in both ontological and material ways that we’re not processing.

How much river becomes cooling capacity? How much forest becomes a transmission corridor? How much atmospheric stability becomes heat dissipation? How much regional resilience is redirected toward maintaining uninterrupted cognition?

Human systems do not float above ecological limits. They are embedded within them. AI infrastructure does not escape this reality at all; rather, it intensifies it.

What we are witnessing in places like Spartanburg is not simply economic development. It is the localization of a global cognitive metabolism. Decisions made in distant financial centers or algorithmic markets are beginning to rely on landscapes like ours for their material continuation.

The cloud, it turns out, is made of land.

This does not make projects like Spero inherently good or bad. But it does make them more consequential than the language of “jobs versus environment” suggests.

We are no longer deciding whether to permit another factory or mill. We are deciding whether this landscape will participate in sustaining planetary-scale computation, and it’s a different kind of civic choice.

It asks us not only to measure output and impact, but to reflect on orientation. What kinds of futures are we grounding here? What relationships between land, water, and intelligence are we normalizing? And perhaps most importantly… what forms of attention will this infrastructure train us to attend to (or be attended by)?

Because once intelligence becomes land use, the question is no longer only what we build on the land. It is what kind of world the land is being asked to think into being.

Project Spero and Pauses… Real Questions Are Just Beginning

When I last wrote about Project Spero earlier this month, the proposed AI data center slated for the Tyger River Industrial Park here in Spartanburg County, the story felt like it was accelerating toward inevitability. However, something interesting has happened.

Momentum has slowed.

According to recent reporting, Spartanburg County Council now appears weeks away from a third reading and final decision on whether to grant the tax incentives needed to bring TigerDC’s massive facility here. Yet a council member who previously supported the project is now signaling that it may not move forward at all, following widespread public opposition and mounting questions about infrastructure readiness.

Thousands of residents have signed petitions opposing the project, and hundreds have shown up at recent hearings to raise concerns about energy demand, water use, and long-term environmental impacts.

In other words, this is no longer just a development story or possibilities, but is becoming a community discernment moment about what kind of intentional development we want in the local context.

The Shape of the Project Is Becoming Clearer

We are finally learning more about what Project Spero entails.

TigerDC has indicated the facility could eventually reach up to 400 megawatts of energy demand, with an initial phase closer to 100 MW. For perspective, that level of power draw is often compared to the energy consumption of a mid-sized city like Spartanburg.

Company representatives say the project would rely partly on on-site natural gas generation (which, in itself, raises a number of issues) while also drawing from the regional grid, and they insist that the buildout would strengthen infrastructure rather than strain it. They also point to potential economic benefits, including a limited number of jobs (50?) and hundreds of millions in projected tax revenue over decades.

But the concerns voiced by residents cut to the heart of a deeper issue…even if this project is financially beneficial (for whom?), is our ecological and civic infrastructure prepared to absorb it?

Because data centers do not simply sit on land. They metabolize it.

The Infrastructure Question Has Come Into Focus

Opposition to the data center has wisely moved beyond the “is AI good or bad?” rhetoric, as far as I’ve been reading, to focus on whether Spartanburg’s systems are ready. Residents have raised concerns about electrical grid capacity, water use for cooling, air emissions from on-site generation, and noise from proximity to residential communities.

These are not abstract worries. Large-scale data centers are known to consume vast amounts of both electricity and water, and local critics are asking whether the Upstate’s systems, already under seasonal strain, can realistically support another industrial-scale load.

So the main infrastructure question (in my mind) should be “What will this require from the land and the people who live here long-term?”

A key turning point for moving ahead with Project Spero and receiving the County Council’s blessing may be the proposed tax arrangement. County leaders are considering allowing TigerDC to pay a reduced fee-in-lieu-of-taxes rate of 4% rather than the standard 10.5% for up to 40 years. That incentive appears crucial to the project’s viability and existence given the financial stakes for TigerDC.

If a project requires long-term public subsidy to arrive, who carries the long-term ecological cost once it does?

This Is No Longer Just About Technology

Across the political spectrum, residents are beginning to articulate a shared concern that growth is not neutral in our local communities. The siting of digital infrastructure is also the siting of energy systems, water systems, emissions, and land-use transformations. AI is often described as weightless or virtual or “cloud-based” in clever marketing and PR speak. But the reality is quite the opposite. Data centers are grounded in turbines, pipelines, cooling systems, transmission lines, and land that not-so-quietly consumes incredible amounts of water, power, atmospheric quality, and community well-being.

In other words, in ecology.

Questions That Still Need to Be Asked

Even as the project’s future remains uncertain, several key questions remain unanswered:

How much water will be required at full buildout?

What happens to regional grid stability during peak demand or extreme weather events?

How will emissions from on-site gas generation be monitored?

What guarantees exist regarding long-term infrastructure upgrades?

What happens if the project expands beyond its initial phase?

And perhaps most importantly:

Who gets to decide what kind of future Spartanburg is building?

Hope, in the Older Sense

It’s worth remembering the meaning behind the name Spero

“While I breathe, I hope.”

Hope, in this older sense, is not optimism. It is attention.

The recent slowing of this project does not mean it will disappear. A final vote is still approaching, regardless of the third reading’s outcome. But it does suggest something healthy that our community pauses long enough to ask what kind of relationship it wants with the infrastructures shaping its future.

That pause may turn out to be the most important development of all!