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
CoBank Knowledge Exchange’s Jeff Johnston shares the group’s positive perspective on expanding data centers into rural areas and weighs the risks and rewards for those communities.
Texas Commissioner of Agriculture Sid Miller joined us to discuss data center expansion, farmland preservation, rural economic impacts, and imminent cattle biosecurity concerns affecting agriculture today.
National Corn Growers Association Chief Economist Krista Swanson discusses corn supply pressures, market fundamentals, policy considerations, and producer outlook for the year ahead.
Soft equipment sales signal cautious farm spending as producers prioritize cash flow over expansion.
Wind repowering offers a rare opportunity to renegotiate outdated leases and improve long-term land income for landowners who act early.
Rep. Erin Houchin of Indiana discusses how the Affordable Homes Act will benefit rural communities, and her broader efforts to improve access to affordable housing.

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:

Alliant Chairman of Agriculture and former U.S. Ag Secretary Mike Johanns explains the R&D Tax Credit, the recent Tax Court ruling, and ways livestock producers and agribusinesses can qualify.
Texas Ag Commissioner Sid Miller joins us to discuss the cattle herd rebuild, trade concerns, and how ranchers would define “America First” policy priorities.
Stream all the action from livestock shows across Rural America with your annual subscription only on RFD+
RealAg Radio host Shaun Haney talks about the U.S. House’s latest vote to roll back tariffs on Canada and the ongoing discussions surrounding North American trade.
Alaska Congressman discusses his new role as Executive Vice Chair of the Congressional Western Caucus and his priorities for the West in the 119th Congress.
AFBF Economist Samantha Ayoub discusses the latest data on Chapter 12 farm bankruptcy filings and what the troubling trend signals for the farm economy. At the same time, bigger loans and higher rates are squeezing working capital and increasing financial risk.
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.