AI Expansion Collides With Local, Regulatory and Safety Pushback

Hood County residents Brian and Laura Crawford are watching as their 118-acre property along the Paluxy River Valley, home to live oaks, donkeys and a herd of African antelope, faces the prospect of industrial-scale development just 600 yards away. Plans for eight new data centers would cover roughly 2,100 acres with warehouse-like structures housing servers, replacing open land with concrete slabs and the associated infrastructure of power lines and cooling systems.

The Crawfords are not alone. At least 248 data centers are in various stages of planning across Texas, with nearly half slated for unincorporated areas where counties hold limited zoning authority. In Hood County and similar jurisdictions, officials have found themselves unable to require setbacks, environmental reviews or infrastructure contributions that cities routinely impose on large projects. State law largely preempts local control over such facilities, leaving communities to absorb the effects on water use, electricity demand and property values without formal channels to negotiate changes.

Data centers have become essential infrastructure for the expanding use of artificial intelligence and cloud computing. Companies building them cite Texas's business climate, available land and access to power as reasons for locating there. Yet the speed of development has outpaced the ability of rural governments to plan for it. Transmission lines, substations and water supplies sized for scattered homes can require substantial upgrades when hundreds of acres shift to continuous computing loads. Counties cannot easily impose impact fees or design standards that might spread those costs or reduce visual and noise effects on neighboring properties.

Advocacy groups and some local officials have pressed the Legislature for either expanded county authority or a temporary pause while broader rules are developed. Protests at the Capitol this year highlighted the gap between state preemption and the practical burdens falling on places like Hood County. Without new legislation, the pattern is likely to repeat elsewhere as additional projects move from proposal to construction.

The issue is not whether data centers should exist, but how their location and scale are decided. Current rules treat them more like light industrial uses than the large-scale energy and land consumers they have become. This leaves decisions driven primarily by private land deals and utility interconnection queues rather than coordinated assessment of regional capacity. Other states have experimented with siting commissions or updated environmental reviews that give localities earlier input; Texas has not followed that path.

For residents whose homes predate the current wave of investment, the result is a form of regulatory asymmetry. They can voice concerns at hearings, but they lack the formal levers available in incorporated cities to shape project footprints or secure mitigation. The Crawfords and their neighbors illustrate a wider pattern: communities that did not seek rapid industrialization now face its physical footprint with few remaining options short of state-level reform.