South Texas Weighs AI Data Center Growth Against Agricultural Land Concerns

As AI-driven data centers expand in rural South Texas, local officials and economists debate water use, farmland impacts, and the balance between technology growth and agriculture preservation.

WILLACY COUNTY, TEXAS (RFD NEWS) — Artificial intelligence is increasingly shaping the future of emergency services and digital infrastructure, but its expansion into rural Texas is raising questions about farmland use and long-term impacts on agriculture.

In Willacy County, a new data center project known as Project Kati is part of a broader push to build large-scale computing facilities in rural regions. Local EMS officials say the technology driving these facilities is already becoming essential.

“As you see, everywhere they have artificial intelligence, and so artificial intelligence requires data centers to be able to operate and to be able to answer those questions,” said Gilbert Torres, Assistant Director of Willacy County EMS.

Supporters of development say these projects bring innovation and economic opportunity, even in agricultural areas.

Members of the ag community here in South Texas recognize that these data centers are very important for the community and very important for the future, so giving up this land is not the worst thing ever,” said RFD-TV Correspondent Frank McCaffrey.

However, concerns over farmland loss and resource use have drawn attention from state agriculture leaders. Texas Agriculture Commissioner Sid Miller has warned that rapid data center expansion could threaten prime agricultural land and food production.

“The unchecked spread of data centers onto prime farm and ranchland is a real and growing threat to our food supply,” Miller said, calling for agricultural freedom zones to guide development through targeted incentives.

Water usage is also a major concern in regions already facing agricultural stress. Texas A&M AgriLife Extension economist Manuel Garcia says the impact depends heavily on infrastructure and resource management.

“the indirect impact that they can have, like the use of water. If you don’t use a good system for, I mean, the cooling system and you’re using a significant amount of water, it can create actually impact indirectly a lot of the farmland that depends on the water for the use. So indirectly, it can affect the farmland,” Garcia said.

Despite these concerns, some experts say the land impact may be limited compared to overall available acreage in rural counties.

“I know there are concerns that they are trying to address the data centers as well as the elected officials to ensure, one, that it doesn’t take over all of their acreage,” Torres said.

“In terms of the size of the facility, sometimes they require a few hundred, maybe a thousand acres, which for some of those counties, farmland, we have more than 200,000 acres,” Garcia added.

As data center development continues to expand across Texas, communities are left weighing the benefits of technological growth against the preservation of farmland and agricultural resources.

Frank McCaffrey reporting for RFD News.

READ MORE: Data Center Boom in Rural Texas Sparks Debate Over Agricultural Land Use

Related Stories
Colorado Congressman Jeff Hurd joins Champions of Rural America to share insights into the Western Caucus legislative priorities as they champion wildfire prevention and mitigation in the West.
The closure of Lubbock Feeders highlights mounting pressure on the U.S. cattle supply, according to the Texas Cattle Feeders Association, as border restrictions and costs strain feedyards.
NCBA Chief Counsel Mary-Thomas Hart discussed the legal process behind delisting the prairie chicken, the challenges ranchers faced under the bird’s previous protections, and the benefits of cooperative habitat management for both livestock and wildlife.
U.S.-Mexico agricultural trade faces uncertainty in 2026 as tariffs and cartel violence threaten farmers and ranchers. Congressman Henry Cuellar and Texas leaders weigh in on impacts and risks.
Liquidity management and cost control will matter most in 2026.
USDA headquarters downsizing reflects cost pressures and may reshape agency operations.

RFD NEWS Correspondent Frank McCaffrey covers news from Texas, in the US-Mexico border region. He has provided in-depth coverage of immigration, the 2021 Texas freeze, the arrival of the New World screwworm, and Mexico’s water debt owed under a 1944 treaty.

LATEST STORIES BY THIS AUTHOR:

Severe drought in South Texas is forcing ranchers to consider cattle sell-offs as feed and water supplies dwindle, threatening herd health and livestock operations.
RealAg Radio’s Shaun Haney shares insights from new Real Agri-Studies research surrounding the relationship between farmers and their lenders and what it reveals about the current farm economy.
Farm Bureau economist Dr. Faith Parum explains how geopolitical dynamics in the Middle East could further tighten fertilizer movement, increase fuel costs, and complicate planting decisions for U.S. farmers this spring.
Farm CPA Paul Nieffer explains the Farmer Bridge Assistance payment limits, provides clarity on new legislation, and offers advice for producers considering business structure adjustments.
Missouri Farm Bureau President Garrett Hawkins discusses the potential impact of data center growth on farmland, the Landowner Fairness Act, and key priorities for Missouri farmers heading into planting season.
Dr. David Anderson with Texas A&M University AgriLife Extension discusses how geopolitical tensions and the Middle East, along with export disruptions in the Chinese market, will shape cattle markets in the months ahead.
Agriculture Shows
Hosted by Scott “The Cow Guy” Shellady and RFD News Markets Specialist Tony St. James, Commodity Talk delivers expert insight into the day’s ag commodity markets just before the CME opens. Only on RFD-TV and Rural Radio SiriusXM Channel 147.
A look at the news, weather and commodities headlines that drove agriculture markets in the past week.
Everything profits from prairie. Soil, air, water — and all kinds of life! Learn how you can improve your land with prairie restoration, cover crops and prairie strips, while growing your bottom line.
Special 3-part series tells the story of the Claas family’s legacy, which changed agriculture forever.