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
The work could apply to ready-to-eat meals and delicate foods such as freeze-dried berries.
Conservation programs may work better when they recognize yield risk and cash-flow pressure during adoption.
Cotton growers can use the survey to compare nutrient, herbicide, and pest-management practices against national production benchmarks.
Higher food costs are showing up beyond the grocery aisle, with some major restaurant chains shrinking their U.S. footprint.
Drought and Planting Shape Weekly State Agriculture Recap
In agricultural transactions, timing is often far more than a matter of convenience. A delayed closing or missed payment can lead to a major financial problem.

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:

Corn exports remained active the week of May 7, but weak soybean, cotton, and sorghum sales kept attention on China and late-year demand.
Jenna Stanton with the United States Cattlemen’s Association joins us to discuss beef import concerns, cattle market signals, and the latest developments surrounding U.S. beef trade.
Farmers will soon be asked to help shape some of USDA’s most closely watched crop and inventory reports.
RealAg Radio Host Shaun Haney joins us to discuss the latest U.S.-China ag trade agreements, market reaction, and what producers should watch moving forward.
For farm country, that caution can mean higher costs, slower service, and less local investment.
Rayburn Electric Cooperative’s Chris Anderson discusses rapid AI data center expansion, mounting pressure on the electric grid, and impacts on agriculture and rural communities.