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Data Centers

Four Realities Shape Every Data Center Conversation

Five Connected Systems Determine the Local Impact

  • Fredericksburg, VA has developed an extensive website page that includes their original ordinance language, research, and updates on their consideration of a data center overlay. 
  • Chandler, Arizona codified one of the nation’s first data-center specific ordinances that defines the location and operation of data centers, as well as detailed communications protocol, a pre-construction sound study requirement, and sound mitigation measures. 
  • The Physical Footprint of Artificial Development – APA Zoning Practice 

Preparation Creates Clearer Choices

Very large facilities or multi-building campuses built for major cloud and technology companies. They require scalable power, cooling, fiber, and room for phased expansion.

Shared facilities operated by a provider that leases computing space to multiple businesses, institutions, or government tenants. They often locate near metropolitan areas with strong power and network connectivity.

Facilities with highly concentrated computing activity and intensive cooling needs. They may occupy less space than a hyperscale campus but place heavier and less stable demands on power and water systems.


Answers to the questions we hear most from local leaders navigating data center development.

What is a data center?

A data center houses servers, storage systems, and networking equipment that store, process, and move digital information. Those systems also depend on physical infrastructure including electricity, cooling, fiber connections, security, and backup power.

Are all data centers the same?

No. A hyperscale campus, colocation facility, and AI-focused computing center may differ significantly in physical size, ownership, power demand, cooling needs, expansion pattern, and community impact.

Understanding the specific operating model is more useful than evaluating a proposal based on the general label “data center.”

Why are newer data center proposals requesting so much power?

Cloud computing and artificial intelligence are increasing demand for computing capacity. Newer campuses may also be planned as multiple phases, so the ultimate power request can be much larger than what is needed when the first building opens.

Communities should ask for a realistic power ramp showing when capacity is expected to come online.

How much water does a data center use?

There is no single standard. Water demand varies widely based on cooling technology, climate, operating conditions, and whether potable or reclaimed water is used.

A proposal should identify expected water draw, wastewater return, cooling design, and how those figures could change at full buildout.

Do data centers create many permanent jobs?

Data centers can generate substantial construction activity and capital investment, but they are generally more capital intensive than labor intensive. Permanent employment is often limited compared with other large industrial developments.

That makes it important to evaluate tax revenue, utility revenue, infrastructure costs, construction employment, and permanent jobs separately.

Can local governments regulate where data centers are located?

Local governments can use planning, zoning, and development regulations within the authority provided by state law. In North Carolina, Chapter 160D provides the framework for local land-use regulation.

The specific tools and approval processes will depend on the jurisdiction, existing ordinance, and proposed site.

When should a community involve its electric utility?

Early. Power availability and delivery timing can determine whether a site is viable, and utilities have their own processes for evaluating large-load requests.

Early coordination helps local officials distinguish a realistic phased demand schedule from a speculative capacity request.

What should a community know before discussing incentives?

First understand the project itself: the developer, intended tenant or operator, financing, development schedule, full buildout, permanent employment, infrastructure needs, and long-term commitments.

Separating project evaluation from incentive negotiations makes it easier to determine whether the proposal is ready and whether its assumptions are credible.

A quick glossary to help you follow the conversation around data center development.

A smaller-footprint facility with intense computing activity, requiring heavy cooling and creating power demand that rises and falls quickly.

The section of North Carolina law governing local zoning and land use authority, relevant to how communities can regulate data center proposals.

A facility built by a provider that leases space to multiple tenants, such as businesses or smaller governments, rather than being built and used by a single company.

A very large, multi-building campus designed to support thousands of servers for major cloud and tech companies. Built over long timeframes and requires significant land and power.

A unit of power used to describe how much electricity a data center draws. Legacy facilities typically use 20–50 MW; newer AI-driven projects can request 300–1,000 MW.

Two methods data centers use to manage heat. Open-loop systems typically use more water; closed-loop systems recirculate water and generally use less.

A zoning tool that layers additional rules onto an area, often used to designate where data centers can be sited and what standards they must meet.

A utility customer who may absorb some cost of infrastructure upgrades needed to serve a large power user like a data center.

Design terms describing how a data center maintains reliability, often through backup power and duplicate systems, so operations continue if one system fails.

A zoning approval that allows a use, like a data center, in a district where it isn’t automatically permitted, usually with added conditions or review.

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