AI Tools Could Help Rural Agribusinesses Compete Better

The challenge is adoption.

April_Shaeffer_11_5_16_USA_NC_Cattle Workshop_005.jpg

FarmHER April Shaeffer, North Carolina Cattle Workshop

Photo by Marji Guyler-Alaniz/FarmHER Inc.

LUBBOCK, TEXAS (RFD NEWS) — Rural counties cannot afford to fall behind as artificial intelligence and digital tools reshape agriculture. Texas A&M researchers say AI, machine learning, and digital technologies could help farms, food processors, and rural businesses improve efficiency, planning, and competitiveness.

Those tools can support real-time pricing, supply chain coordination, market analysis, and better access to information. Digital twins could allow producers to test virtual farm scenarios before making costly operational decisions.

The challenge is adoption. Many rural agribusinesses face limited capital, weak broadband, fewer tech-trained workers, and limited training on how AI tools fit daily operations. Smaller businesses may also struggle with software costs, maintenance, and data management.

Those barriers are especially important in rural counties where agriculture supports jobs, income, and local economic development. If adoption lags, rural businesses could lose ground to better-connected competitors.

Texas A&M researchers say extension services, land-grant universities, and affordable digital tools can help build local capacity.

Farm-Level Takeaway: AI may help rural agribusinesses improve efficiency, but adoption depends on training, broadband, and practical tools.
Tony St. James, RFD News Markets Specialist
Related Stories
Rancher and Americans for Prosperity Director Tyler Lindholm breaks down the Wyoming Food Freedom Act, clarifies licensing questions, and discusses the future of local agriculture in the state.
Farm Bureau Economist Dr. Faith Parum warns farmers to brace for more losses as the war in Iran sends shockwaves through the ag economy and raises input costs even further.
Margin pressure and competitiveness concerns are shaping cautious outlooks.
More than 15 million birds were affected by bird flu, but fewer outbreaks are helping bring egg prices down
Widespread drought and extreme weather leave producers managing limited resources
Rising fertilizer costs tied to tariffs are tightening margins for U.S. wheat growers, according to new data from the National Association of Wheat Growers.

Tony St. James joined the RFD-TV talent team in August 2024, bringing a wealth of experience and a fresh perspective to RFD-TV and Rural Radio Channel 147 Sirius XM. In addition to his role as Market Specialist (collaborating with Scott “The Cow Guy” Shellady to provide radio and TV audiences with the latest updates on ag commodity markets), he hosts “Rural America Live” and serves as talent for trade shows.

LATEST STORIES BY THIS AUTHOR:

HTS Commodities’ Lewis Williamson provides updates on how growers are preparing for spring planting in an unpredictable agricultural landscape.
RealAg Radio host Shaun Haney explains how geopolitical developments in the Middle East can create energy-driven pressures that impact the supply chain and reshape demand for certain ag products.
Leadership continuity signals a steady focus on family farm advocacy.
India trade tensions may affect the U.S. export outlook.
USDA’s March WASDE report leaves U.S. corn, soybean and wheat ending stocks unchanged while adjusting global production estimates for South America.
Tariff revenues rarely flow directly back to farmers.