Is Your City Ready for a Data Center Boom?

A single council meeting, a preliminary development agreement, and potentially hundreds of millions of dollars in infrastructure investment are about to reshape a city.

That's how it usually starts.

Data center deals rarely arrive with fanfare. They begin quietly — a zoning inquiry here, a power capacity study there, a closed-door conversation with a utility. By the time a project appears on a city council agenda, the real negotiations have already been happening for months. What looks like a beginning is often the final stretch.

If your city is in that position right now, or if you're a developer, landowner, or energy professional trying to understand what's coming, here's what you actually need to know.

What a Data Center Really Is (And Why Cities Should Care)

Strip away the marketing language, and a data center is straightforward: a facility housing servers, networking equipment, and storage systems that process and transmit data. But that simple description understates the physical footprint. A hyperscale facility — the kind being built by Amazon, Microsoft, Google, and Meta — can span 300,000 to over a million square feet and consume 100 to 500+ megawatts of power. That's the electricity demand of a small city, concentrated in a single parcel.

The infrastructure requirements alone make data centers among the most consequential development projects a municipality can approve.

Smaller edge data centers, which process data closer to end users to reduce latency, are increasingly being sited in mid-sized cities and suburban markets — not just the traditional hubs of Northern Virginia, Phoenix, and the Dallas-Fort Worth corridor. This geographic expansion is exactly why more city councils are encountering these preliminary development agreements.

For local officials seeing one for the first time, the scale can be disorienting. These aren't commercial office parks. They're industrial-grade power consumers with specific requirements around grid interconnection, water access, fiber connectivity, and security setbacks.

What's Actually Driving the Build-Out

The demand side of this equation is not subtle. AI workloads are the headline driver right now, and with good reason. Training a single large language model can consume more electricity than 100 U.S. homes use in a year. Inference — actually running AI queries at scale — requires persistent, always-on compute infrastructure. Every company integrating AI into its products is functionally in the market for data center capacity, whether they know it or not.

Beyond AI, cloud adoption continues to grow across healthcare, finance, government, and manufacturing. The shift from on-premises servers to cloud infrastructure is still happening. Streaming, real-time analytics, and autonomous systems — the list of data-hungry applications keeps expanding.

The result is a supply crunch that has developers racing to break ground on projects that won't come online for two to four years.

Northern Virginia — the world's largest data center market — is so constrained on power that Dominion Energy has a multi-year queue for new large-load interconnections. That bottleneck is redirecting development capital to secondary markets: the Midwest, the Southeast, and rural areas with available land and less congested grids. Cities that might not have been on anyone's shortlist five years ago are suddenly attractive.

The Economic Case (With Realistic Expectations)

The pitch to local governments usually emphasizes jobs and tax revenue. Both are real, but context matters.

On jobs: a large data center might employ 50 to 200 full-time workers once operational. That's not transformative employment by itself. However, the construction phase is significant — major projects can generate 1,000 to 2,000+ temporary construction jobs over a 24-month build period. The indirect economic effects compound. Facilities management, security, mechanical and electrical contractors, and fuel supply for backup generators create a meaningful local services ecosystem.

The tax picture is where cities often win most durably. Data centers are capital-intensive by design. A single hyperscale campus can represent $2 to $5 billion in assessed property value. In jurisdictions without aggressive tax abatements, that assessment generates substantial annual property tax revenue for schools, roads, and municipal services — without the traffic congestion, parking demand, or public service strain of a comparably valued retail or residential development.

That last point is worth considering. Data centers are arguably the most revenue-efficient land use a city can approve — high value, low service demand. They don't generate school enrollment. They don't need parks. The calls to police and fire are minimal.

The abatement question is where local politics get complicated. Many states and counties offer aggressive tax incentives to attract data center investment — Virginia, Texas, and Georgia have all used sales tax exemptions on equipment purchases as a primary recruitment tool. These exemptions can be substantial; Virginia's data center tax exemption program has forgone billions in state revenue over the past decade. Whether those foregone taxes are worth the investment depends heavily on what else is in the deal.

The Challenges Cities Consistently Underestimate

Zoning is the first friction point. Most municipal codes weren't written with 200-megawatt electrical loads in mind. Data centers often fall awkwardly between industrial and commercial classifications, creating permitting ambiguity that slows projects and frustrates developers accustomed to moving quickly.

Water is increasingly contentious. Traditional cooling systems for large data centers can consume millions of gallons annually — a legitimate concern in drought-prone regions or communities where water infrastructure is already strained. Newer liquid cooling and air-side economization technologies are reducing this footprint, but the water question will come up in any public hearing, and cities should be prepared to address it with actual data, not reassurances.

The grid impact is perhaps the most underappreciated challenge. A 100-megawatt data center coming online represents a sudden, sustained load increase that local utilities may not be equipped to serve without infrastructure upgrades — new substations, transmission line upgrades, and potentially years of lead time. Cities that approve data center projects without first coordinating with their utility on load capacity are setting themselves up for project delays that damage everyone's credibility.

Community opposition, when it emerges, usually centers on these infrastructure concerns plus aesthetic ones — large, boxy, heavily secured facilities aren't beloved neighbors. Thoughtful site selection and design standards can mitigate this, but it requires planners who've done this before.

Where This Is All Heading

The next wave of data center development is going to look different from the last one. A few trends are already visible.

Sustainability pressure is intensifying from both regulators and corporate tenants. Microsoft, Google, and Amazon have aggressive carbon commitments that trickle down to their facility requirements. Data centers co-located with renewable energy generation — solar farms, wind projects, or both — are increasingly preferred over facilities that simply purchase renewable energy credits. This is creating genuine co-development opportunities for energy developers who can offer both land and clean power.

Nuclear is re-entering the conversation seriously. Microsoft signed a deal to restart Three Mile Island. Amazon purchased a data center campus on the Susquehanna River partly for access to nuclear power. Small modular reactors, if they reach commercial deployment in the late 2020s and early 2030s, could reshape where data centers get built entirely.

For cities working through a preliminary development agreement right now, the most important thing to get right isn't the headline investment figure. It's the infrastructure commitments — who pays for grid upgrades, what water usage limits are enforceable, and what happens if the facility sits partially built. Those details rarely make the council presentation. They live in the agreement itself.

Read it carefully. The data center boom is real, and the cities that navigate it well will have locked in generational infrastructure investments. The ones that don't will have a large, underperforming building and a lesson learned the hard way.

Ready to explore the opportunities in the data center boom? Visit [InfraSale Marketplace](https://infrasale.com/marketplace) today!

[INTERNAL LINK: data center investment]

[INTERNAL LINK: infrastructure challenges]

[INTERNAL LINK: economic impact of data centers]