Every online purchase, bank transaction, video stream, navigation route, weather forecast, and medical record relies on computers working behind the scenes to process and deliver information in real time. Most people never see where that work happens. But the services and technologies we depend on every day require physical infrastructure: facilities that store data and provide the computing power needed to keep the modern world running.

Data centers are that infrastructure. 

Demand for digital services is growing. Technologies like artificial intelligence require more computing power than anything that came before them. Communities across the country are seeing new investments in data centers as a result, and those investments bring real questions with them: How much electricity do these facilities use? Will they affect local power bills? Are they noisy? How much water do they consume? What do they actually contribute to the communities where they're built?

Those are reasonable questions, and they deserve answers. 

CoreWeave is a purpose-built AI cloud company. That means our data centers are designed and built from the ground up to meet the new requirements of AI computing. Part of what we do is operate data centers, and being transparent with the communities we enter is critical to how we do it. What follows is a  look at how data centers work and what it means for communities.

‍Myth: Data centers are responsible for high electricity bills.

Electricity rates are managed by utilities and regulated by state public utility commissions. Data center operators have no role in setting them.

Electricity demand in the US has grown at a relatively slow rate for the last two decades, in part because of improvements in energy efficiency. That meant less pressure on utilities companies to upgrade an aging grid. Now demand is growing again, driven by electrification, EVs, and AI, and much of that infrastructure is long overdue for investment.

When CoreWeave connects a facility to the grid, we fund the infrastructure upgrade work for that connection. That includes substations, transmission upgrades, and related buildout that the surrounding community benefits from, too. 

We think that's the right approach: the upgrade costs a large energy user creates should be borne by that user, not passed along to our neighbors. And in a region where grid infrastructure has been waiting on investment, a responsibly structured data center project can actually help accelerate upgrades that benefit everyone.

Myth: Data centers strain the local grid and cause outages.

The opposite is typically true. A responsible data center project includes coordinated grid investment that expands regional capacity. That new electrical capacity benefits not just the facility, but the broader community.

Utilities plan power delivery in phases, aligned with demand growth. Modern data centers are designed not only to maintain their own operations during outages, but increasingly to support broader grid reliability through backup systems and demand-response programs that can reduce strain during periods of peak electricity use.

New grid infrastructure built to connect a large facility doesn't disappear after construction. Additional substations, transmission upgrades, and expanded capacity become part of the permanent regional grid, serving all customers who rely on it. It reflects what's possible when community members, local stakeholders, utilities, and operators are engaged in an open dialogue from the start, working toward an outcome that works for everyone. That conversation is one CoreWeave is committed to having.

Myth: Data centers are loud.

Here's something that surprises most people: modern data centers are often much quieter than people expect. Cooling equipment runs around the clock, but CoreWeave puts sound barrier systems, acoustic enclosures, and equipment attenuation in place as standard parts of contemporary facility design, keeping noise to a minimum. When measured, some facilities are emitting noise levels that clock in at about the level of a household refrigerator.

Data center operators must comply with local noise ordinances, and we conduct independent acoustic studies before operations begin. For CoreWeave, the goal isn’t just regulatory compliance, it's also about striving to be a good neighbor.

‍Myth: Data centers consume enormous amounts of water.

This one depends heavily on the cooling technology. The technology in contemporary data center operations has improved substantially over the years.

Many of the new facilities that CoreWeave builds use closed-loop liquid cooling systems. In a closed-loop system, the system is  filled with water once and then it’s recirculated continuously within sealed pipes. It is not evaporated. It is not discharged. Day-to-day water consumption at the facility is comparable, or even less, to a commercial office building of similar size.

The one-time fill requirement does use a meaningful volume of water during construction. For instance, a medium-sized data center with a closed-loop system  operated by CoreWeave requires an amount of water that’s roughly equivalent to half an Olympic-sized pool. But after that, the system is sealed and self-contained. All new capacity that CoreWeave is building uses this approach by default to optimize our water use. 

‍Myth: The economic benefits go to the company, not the community.

In many municipalities where CoreWeave invests and operates, we become one of the larger single taxpayers. Data centers generate sustained, long-term tax revenue that funds schools, roads, and public services. 

There is also a longer-term benefit worth considering. History offers a useful parallel. When rail reached American communities, commerce and industry followed. When the interstate highway system expanded, so did distribution networks, supply chains, and regional economies. Major infrastructure investments have a way of compounding.

AI infrastructure can follow a similar pattern. A modern data center brings with it a stronger grid, faster connectivity, and a more resilient digital foundation. Those aren't just assets for the facility, they're assets for the region. Businesses look for exactly those conditions when deciding where to grow. Entrepreneurs and developers build on top of them. One study found that for every single data center job, 4.5 are created elsewhere in the economy.

The presence of serious infrastructure signals that a community is ready for what comes next.

‍Myth: The jobs created are just temporary.

Construction employment is real and substantial, and data center projects generate significant work across skilled trades, contractors, and suppliers as a facility is built. That's an important benefit. But equally important are the benefits that outlast construction.

The expansion in the tax base helps fund schools, roads, and public services. Grid upgrades built to serve the data center become permanent regional infrastructure, making the area more attractive to manufacturers, hospitals, universities, and other large employers who need reliable power. Local vendors and contractors who work on the initial build develop relationships and capabilities that carry into future projects. And the presence of serious digital infrastructure draws other technology-oriented businesses that want to be close to it.

Additionally, CoreWeave invests in workforce development initiatives, including partnerships with educational institutions and apprenticeship programs that help prepare the next generation of AI and technology professionals.

‍Myth: The benefits of a data center go to a small few.

The AI infrastructure buildout currently underway is a national competitiveness issue, not a corporate convenience story. The communities that understand infrastructure as opportunity are the ones who shape how and where this buildout happens.

Many communities recognize this. Communities that ask hard questions, demand real commitments, and hold developers accountable are exactly the kind of partners responsible infrastructure development requires.