OpenAI pitches Abbott on Texas data centers but sidesteps energy and water costs

OpenAI wants a seat at the table in Texas. The company sent a letter to Governor Greg Abbott this week, pitching itself as a partner in building “responsible AI infrastructure” across the state. The language is diplomatic, almost boilerplate: a promise to work with local leaders, utilities, and communities to deliver “meaningful benefits to Texans.” It’s the kind of letter you write when you’re eyeing a massive physical footprint and need political cover—or at least a friendly regulatory handshake—to get shovels in the ground.

The timing isn’t subtle. Texas is already a magnet for data center construction, thanks to its relatively permissive zoning and a grid operator, ERCOT, that moves faster than most. OpenAI’s move reads less like a vague gesture and more like an early step in a very specific race. Sam Altman has been publicly mulling the staggering capital requirements for next-generation AI, even floating the idea of multi-trillion-dollar infrastructure projects. A letter like this is the polite precursor to the real ask: reliable, abundant, and—crucially—cheap power.

What the letter doesn’t mention is where this gets complicated. Training and running frontier models is an energy-guzzling endeavor, and Texas’s grid has a history of buckling under extreme demand. The state’s ongoing water scarcity issues are also conspicuously absent from the conversation, even though data centers can consume millions of gallons for cooling. OpenAI’s framing of “responsible” development sidesteps any concrete commitments on renewable procurement or water usage, leaving the term open to a generous interpretation.

The letter is a signal flare, not a blueprint. It tells us OpenAI is actively scouting Texas as a cornerstone of its physical expansion, likely for inference-heavy workloads that need proximity to users. It doesn’t yet tell us how the company plans to square its energy appetite with a grid that’s already under strain, or what concessions it might seek from Austin in return for those “meaningful benefits.” The governor’s office hasn’t detailed a response, but in a state that prizes business development, a warm reception is a safe bet. The harder conversation—about who foots the infrastructure bill—is still waiting to happen.