Terafab: $25 billion joint venture between Tesla, SpaceX, and xAI
The Seaholm Power Plant ran Austin's electrical grid for decades.
Coal in. Power out. The city ran on what that building produced.
Then it went dark. The turbines stopped. The engineers moved on. For years it sat there - a massive, industrial structure that the city built around but didn't quite know what to do with.
On March 21, 2026, Elon Musk walked onto that stage and announced Terafab - a $20–25 billion joint venture between Tesla, SpaceX, and xAI - in that exact building.
The most ambitious compute infrastructure project in human history was announced inside a decommissioned power plant.
Terafab
The goal is one terawatt of AI compute capacity per year - more than the entire current global output of advanced semiconductor foundries combined.
Musk framed it simply: "We either build the Terafab, or we don't have the chips, and we need the chips, so we build the Terafab."
Intel joined the project on April 7. Then construction at Giga Texas's North Campus started within weeks.
The facility will produce two categories of chips: inference processors for Tesla vehicles and Optimus humanoid robots, and hardened processors for orbital AI satellites. Musk's stated allocation is 80% toward space, 20% terrestrial.
The buildings that ran the last era and the ones that will run the next
Seaholm wasn't just a building. It was critical infrastructure. The people who ran it weren't just facility managers - they were operating the systems that a city depended on.
That plant eventually became obsolete. Not because the people running it failed. Because the infrastructure beneath it changed.
The buildings that house AI infrastructure - the data centers, the hyperscale facilities, the edge compute deployments are the Seaholm Power Plants of this era. Critical infrastructure. Operationally demanding. Highly dependent on the people managing them to function.
And those buildings also need managers. People who know what happens when a cooling system fails at 2am. People who can manage a vendor, a tenant, an ownership group, and an emergency - sometimes at the same time.
Every piece of AI infrastructure that gets deployed - every edge compute node, every smart building platform, every automated system in your mechanical room can land in a physical space that someone is responsible for.
A city's power grid runs because engineers maintained the plant. Tenants work because property managers keep the building operational. The invisible work is the critical work and the era we're entering is going to make that clearer than it's ever been.
Things worth doing now
Understand what your building actually is. Is it critical infrastructure? The answer changes how you manage it. AI and tech tenants need higher power density, real redundancy, and 24/7 operational reliability.
Position yourself as an infrastructure leader. The property managers who thrive in this era are the ones who understand they're not just managing square footage - they're managing the layers that everything else depends on.
Someone managed the Seaholm Power Plant for decades. They kept the turbines running, the systems operational, the city lit.
That building went dark when the infrastructure beneath it changed - not because of the people running it, but because nobody repositioned what it was before it was too late.
The next era of critical infrastructure is being announced right now. In some cases, in buildings exactly like that one.
#PropertyManagement #CommercialRealEstate #BuildingOperations #AI #CRELeadership
If you found this newsletter interesting, consider checking out these past editions:
