What You Need to Know About DataOne's New Data Center

A 2.6 million-square-foot data center. Forty-five football fields of compute, cooling, and power infrastructure. A $17 billion price tag. When numbers like these surface, the instinct is to treat them as a press release headline and move on. That would be a mistake.

The DataOne data center deal represents something more consequential than a single large construction project. It's a signal — the kind that serious infrastructure investors, energy developers, and policymakers should read carefully.

Scale That Reframes the Conversation

To put 2.6 million square feet in context: the average hyperscale data center campus runs between 100,000 and 500,000 square feet. DataOne's facility is, in other words, not just large — it's a category unto itself. At that scale, it stops behaving like a single asset and starts functioning more like a utility node: a fixed piece of critical infrastructure that regional power grids, fiber networks, and real estate markets will orient themselves around.

The $17 billion deal figure matters not just for its size, but for what it signals about capital conviction. That level of investment doesn't happen unless major stakeholders — developers, financiers, and likely anchor tenants — have locked in long-term commitments. Speculative builds at this scale simply don't get funded. Someone has already decided they need this capacity, and they've put billions behind that decision.

For the broader data center infrastructure market, that's the real headline.

The Economics Behind a $17 Billion Bet

Breaking down a deal of this magnitude requires thinking in layers. At the top level, you have the development cost itself — land acquisition, construction, electrical infrastructure, and the mechanical systems required to keep hundreds of megawatts of compute hardware from melting. At this scale, electrical infrastructure alone can represent 30–40% of total project cost, meaning DataOne is likely deploying $5–7 billion just to get power to the building and distributed through it reliably.

Then there's the operational equation. Hyperscale and colocation facilities of this size typically target Power Usage Effectiveness (PUE) ratios as close to 1.0 as possible — meaning every watt drawn goes toward compute, not cooling overhead. Achieving that at 2.6 million square feet requires engineering discipline that smaller operators simply don't have to worry about. Every decimal point of PUE improvement at this scale translates to millions of dollars annually in energy cost savings.

For investors and stakeholders, the return profile here is tied directly to occupancy and power density — two variables that are moving in the right direction across the industry.

Demand for data center capacity is being driven by AI model training, inference workloads, cloud expansion, and the digitization of industries that were analog just five years ago. Whoever occupies this facility — whether that's hyperscalers, enterprise colocation tenants, or a mix — will be paying for access to infrastructure that takes years and billions to replicate. That's durable pricing power.

Infrastructure Innovation at This Footprint

Building a 2.6 million-square-foot data center isn't just a bigger version of building a smaller one. The engineering challenges compound with scale in ways that force genuine innovation.

Cooling is the most obvious pressure point. Traditional computer room air conditioning (CRAC) systems don't scale gracefully beyond a certain density threshold. At the power densities modern AI hardware demands — racks pushing 30, 50, even 100+ kilowatts — liquid cooling becomes not a luxury but a necessity. Facilities being designed today are increasingly built with direct liquid cooling (DLC) or immersion cooling infrastructure baked into the architecture from the start, not retrofitted in later.

Power redundancy at this scale also demands creative thinking. A facility drawing hundreds of megawatts needs multiple independent utility feeds, on-site generation backup, and increasingly, co-located energy storage to manage grid interactions and protect against outages. The days of a diesel generator farm out back being sufficient are fading fast.

What separates next-generation data center infrastructure from legacy builds isn't just the hardware inside — it's whether the facility was designed with flexibility to accommodate workloads that don't fully exist yet.

That forward-compatibility question is one of the most underappreciated aspects of major data center investments. A facility commissioned today will be operating in 2040 and beyond. The hardware landscape will look nothing like it does now.

Clean Energy Is No Longer Optional at This Scale

Here's the part that matters most for the clean energy investment community: a facility drawing this much power cannot realistically operate in a regulatory or reputational environment that tolerates dirty energy. The largest technology companies in the world have made public net-zero commitments. They won't sign long-term leases in facilities that blow those commitments up.

That creates a structural demand signal for renewable energy development that is directly linked to data center build-out. Every major new facility of this size needs gigawatt-hours of clean generation behind it — solar, wind, or increasingly, nuclear — along with battery storage to smooth intermittency and manage grid constraints.

The DataOne project, at this scale, likely requires a dedicated energy procurement strategy that goes well beyond standard renewable energy certificates (RECs). We're talking about Power Purchase Agreements (PPAs) with specific generators, potentially co-located solar or wind assets, and battery storage deployments that can shift load and provide grid services.

For clean energy developers and storage investors, large-scale data center deals like this one aren't just customers — they're anchor tenants for entire renewable energy projects.

That's a dynamic that's reshaping how both industries think about siting, permitting, and project finance. The data center and the solar farm are increasingly being developed as a single integrated asset, not two separate deals that happen to be near each other.

Where This Points for the Industry

The DataOne data center deal doesn't exist in isolation. It's one of several signals pointing toward a sustained, multi-decade capital cycle in data center infrastructure — one that will reshape power grids, land markets, and the clean energy investment thesis in ways that most observers are still underestimating.

A few trends worth watching:

Power constraints will become the binding constraint on data center growth — not permitting, not labor, not even capital. The grid simply cannot absorb hundreds of new gigawatt-scale facilities without significant transmission investment and new generation. Developers who secure power early, in markets with available capacity, will have a durable competitive advantage over those chasing constrained markets.

Geographic diversification is accelerating. The traditional data center markets — Northern Virginia, Silicon Valley, Chicago, Dallas — are hitting saturation on power availability and, in some cases, local opposition. New markets in the Midwest, Southeast, and mountain West are gaining attention precisely because they have land, water access, and increasingly, renewable energy resources that the legacy markets can't offer.

Finally, the integration of data center development with energy infrastructure is only going to deepen. The developers who figure out how to build, own, and operate both sides of that equation — compute infrastructure and the clean energy that powers it — will define what this industry looks like a decade from now.

DataOne's project is large enough to move markets on its own. But more importantly, it's a preview of the scale at which this industry intends to operate going forward. Infrastructure investors who treat it as an outlier are misreading the moment.

Ready to explore more about the future of data centers and infrastructure? Visit our marketplace at [InfraSale Marketplace](https://infrasale.com/marketplace) today!

[INTERNAL LINK: data center trends]

[INTERNAL LINK: clean energy investments]

[INTERNAL LINK: infrastructure innovation]