Bain Capital sat out the AI infrastructure boom on purpose. Its managing partner, David Gross, called the flood of money into data centers a “massive arms race,” the kind of line a firm uses to explain why it stayed out of a bidding war it judged overheated. Now Bain is at the table.
The private-equity firm is among the bidders for Edged, the U.S. data-center developer and operator owned by Koch, in a transaction that could value the business at more than $15 billion, according to people familiar with the matter. The talks were first reported by Bloomberg.
Edged was founded by Koch and Jakob Carnemark, the entrepreneur who previously built Aligned Data Centers. Koch Real Estate Investments, the Koch subsidiary that holds the asset, is running the sale process with Goldman Sachs and Newmark advising. No agreement has been reached, and the discussions could still end without a deal, the people said.
For Bain, a deal would be its first significant push into U.S. data centers, a market the firm watched rivals enter two years ago. Blackstone, KKR and a group of infrastructure investors have spent tens of billions assembling portfolios of the buildings that house AI’s servers. A check above $15 billion would signal that Bain has accepted it can only buy the second wave, at a second-wave price.
Those rivals built their positions through a series of nine- and ten-figure deals. Blackstone’s data-center platform became one of the largest landlords in the sector, while KKR and the AI Infrastructure Partnership, a vehicle backed by BlackRock, Microsoft, Nvidia and MGX, struck a string of joint ventures with hyperscalers. Bain watched from the sidelines, arguing that the prices being paid assumed a demand curve that had not yet proven itself.
The price explains what is scarce in this market. Edged has delivered roughly 388 megawatts of capacity, which works out to about $39 million a megawatt. Aligned, the platform Carnemark built first, changed hands in July for about $40 billion in a deal led by BlackRock’s Global Infrastructure Partners, MGX and the AI Infrastructure Partnership, or roughly $6 million a megawatt across more than 6.4 gigawatts. Bain would be paying several times that per megawatt for a company a fraction of Aligned’s size.
What justifies the gap is time and the way Edged is built. The company promises energized capacity in 15 to 18 months and uses a closed-loop cooling system that needs no water, a selling point in regions where utilities are rationing the resource. It can draw on Koch’s expertise in on-site gas, solar and battery power to get racks running before a regional grid can catch up.
Those advantages speak to the specific shortage the industry is confronting. Hyperscalers and AI labs are signing leases faster than new capacity can be delivered, and the binding constraint has shifted from land to electricity and the time it takes to connect it. A developer that can bring a site online in a year and a half, without drawing down the local water supply, can charge for the privilege.
The crunch is global and not likely to ease soon. Utilities from Texas to Ireland have slowed new connections while transmission queues lengthen, and several U.S. states have begun pausing approvals for new data-center campuses. A developer that can promise power in 18 months, as Edged does, holds something closer to a scarce commodity than to a building.
That value shows up as signed leases with hyperscale tenants. Edged proved it could convert a lease into financing in April, when a $1.3 billion senior secured note arranged by Morgan Stanley became the first bond of its kind written against several sites serving different customers at once, backing build-to-suit campuses in Atlanta and Chicago under long-term contracts. Those contracts are what a buyer would really be paying for.
The parentage matters to the pitch. Koch is one of the largest private industrial companies in the United States, with deep expertise in energy, and it applied that to data centers the way it applies it to pipelines and refineries, treating power as an input to be secured rather than a utility bill to be paid. That engineering culture is part of what a buyer would acquire.
The risk sits a few hundred miles west. Edged’s largest development, a campus in Council Bluffs, Iowa, across the Missouri River from Omaha, still has no tenant under contract. A buyer that signs above $15 billion while that campus remains empty would be paying a full gigawatt price for what is, on the ground today, seven operating sites and a half-built facility.
For Koch, the timing looks better. It built Edged inside Koch Real Estate Investments only a few years ago and would be selling near the top of a market it helped create, in the same year its co-founder’s first platform fetched $40 billion. For Bain’s limited partners, the deal is a test of the entire AI infrastructure allocation, made two years after the trade began and priced accordingly.
