Texas Election: AI buildout faces regulatory hurdles

The rapid expansion of American artificial intelligence infrastructure encountered a major obstacle in the general elections held on November 3, 2026. Voters across ten states overwhelmingly supported measures that increase regulations on data centers and elect officials committed to tighter oversight.

Redbud Consulting, a polling firm tracking local initiatives, reported that 38 of 44 data center measures passed in the 10 states where they appeared. These successful measures included numerous moratoriums and bans. Industry analysts indicated that these new rules will not affect facilities already under construction or approved through 2027. Instead, the restrictions will primarily impact projects planned for 2028. Only one measure allowed a data center to proceed, though it required developers in a North Dakota city to fund independent reviews and hold public hearings for new expansions.

The election results in Texas present the most immediate challenge to the national buildout. Democratic challenger Gina Hinojosa won the governor’s race, defeating the incumbent. Axios reported that this outcome fundamentally changes the calculations for Trump’s AI infrastructure plans. Texas is currently the epicenter of the AI boom and was projected to account for more than 41 percent of added data center capacity in 2028.

Bloomberg reported that Hinojosa’s victory forces developers to confront a worst-case scenario. Approximately 13 gigawatts of data center capacity in the state are now exposed to new regulatory scrutiny. Hinojosa plans to delay projects until legislation is passed that addresses impacts on water, electricity, air, and property rights.

Gordon Johnson of GLJ Research noted that Texas projects with power, permits, and steel will continue. However, projects with power but no state environmental permits will slip by 12 to 18 months. Johnson warned that Hinojosa would impose a moratorium until laws are passed that give communities a voice, protect household utility bills, and end tax incentives for data centers. Some projects may relocate to Louisiana or Georgia, or potentially stall entirely.

Libby Cantrill, head of public policy at PIMCO, stated that even if statewide moratoria do not occur, the AI buildout will face more friction. She expects more time will be required to secure permits and other approvals. Developers will also need to make more concessions to proceed with their projects.

The election results signal a shift in political support for the energy-intensive infrastructure driving the AI sector. While existing projects continue, the path for new construction has become more complex and costly.