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
Farmland values remain stable, but weakened credit conditions and lower expected farm income signal tighter financial margins heading into 2026.
Jerry Cosgrove with American Farmland Trust explains why farmers and ranchers should start their estate planning now.
Elizabeth Strom of the American Society of Farm Managers & Rural Appraisers joined RFD-TV to provide the latest perspective on post-harvest business planning and cropland markets in the Midwest.
Mary-Thomas Hart, with the National Cattlemen’s Beef Association, discusses the latest WOTUS developments and their implications for agriculture.
Only properly documented, unexhausted fertilizer applied by prior owners may qualify for Section 180 expensing; broader nutrient-based claims carry significant legal and tax risk.
Lower turkey and wheat prices helped ease Thanksgiving costs, but underlying farm-sector pressures remain significant.

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:

Cape Cod FarmHER Chloe Starr dives into the world of shellfish farming at one of the few oyster & clam hatcheries in the U.S.
University of Nebraska President Dr. Jeffrey Gold joined us to discuss seasonal affective disorder, winter mental health, and practical strategies for maintaining well-being in rural communities.
FWSSR Communications Director Matt Brockman discusses the event’s competitions, safety preparations, and family-friendly activities during the opening weekend.
From Junior Heifer Shows to Mustang Magic competitions, the 23-day event brings together 4-H and FFA participants, livestock enthusiasts, and families to celebrate North Texas’ rich Western heritage.
CLAAS Senior Vice President for the Americas Region Eric Raby joined us to preview the new docuseries “CLAAS: Made for More,” premiering tonight at 9 PM ET only on RFD-TV.
Dairy farmer and Discover Ag co-host Tara Vander Dussen joined us to discuss the Whole Milk for Healthy Kids Act, her experience at the signing, and what’s next for her family and farm.
The Farm Bureau is making an urgent call to Congress for more farm support. Colton Lacina with Farmers National Company joined us to discuss farmland values and how market dynamics for the year ahead reflect stabilization rather than collapse.
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.