AI Is Now One of the Biggest Customers in Commercial Real Estate
Most of the AI coverage in real estate is about what agents can do with the tools. The bigger story may be what the companies behind those tools are doing with real estate. AI labs and the investors behind them are now among the most active buyers and long-term tenants of land in the country.
Data centers are real estate deals first
In August, Anthropic announced a partnership with Macquarie Asset Management and Singapore's sovereign wealth fund GIC to create Theseus Infrastructure. The platform will develop, operate, and lease purpose-built data centers to Anthropic under long-term agreements, starting in the United States. The investors own the platform and supply most of the equity. The AI company is the tenant.
That structure utilizes a lease-back model: institutional money buys or assembles the land, builds the facility, and signs a long-term lease with the end user. Anyone who has worked a commercial closing will recognize the pieces. Site assembly. Zoning and entitlements. Utility servitudes and power agreements. Ground leases. Financing and title insurance at a scale most local markets do not see.
It is also not just a US story. South Korea announced a ten-year plan that includes AI data centers targeting 8.4 gigawatts of compute capacity by 2029. The appetite for sites with cheap land and reliable power is global.
What it does to a local market
If a project like this lands in your parish, a few things tend to follow.
- Land prices move before anything is built. Assemblage and options on large parcels near power infrastructure can lift values on neighboring land well ahead of any groundbreaking.
- Utilities become the deal. A site is only as good as its power. Servitudes, utility connection agreements, and who pays for upgrades all affect the value of nearby property.
- Local politics get loud. Electricity costs are the flashpoint. Anthropic has said it will cover electricity price increases that local consumers might otherwise face from these sites. That is a commitment worth reading the fine print on, because the commitment lives in an agreement, not a press release.
- Residential feels it too. Construction workers need housing. Rents and short-term rental demand shift. Tax base changes can do a lot for a municipality.
What I would watch
The speculative phase of AI is turning to more concrete aspects like leases, balance sheets, and quarterly reporting. That is good news for stability. It also means these projects are going to be financed and documented like any other institutional real estate, and the people who understand that process will be busy.
If you work in a market that has cheap land and power, find out which sites are being quietly assembled and who the parties are. If you're an agent, expect clients to ask what a data center down the road does to their home value, and have an honest answer. And if you are on the commercial side, treat this as what it is: a new kind of tenant with a very large footprint and very long leases.
- Jason