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
Lower wheat production, smaller stocks, and higher projected prices explain the rally and put more attention on Plains crop conditions.
U.S. beef imports are running at a record pace while exports are falling, reflecting tight domestic cattle supplies and high U.S. beef prices.
ASFMRA’s Chad Hertz joins us to discuss farmland trends, economic pressures facing producers, and how outside influences are shaping today’s land market.
Scouts say yields are landing close to USDA projections as they monitor drought pressure and abandonment concerns.
U.S. Wheat Associates is expanding into global fish feed markets, with early gains in South America and new opportunities emerging in Ecuador’s shrimp industry.
Cattle analysts say the U.S. beef cattle herd rebuild still faces major hurdles despite some minor positive signals noted in certain regions.

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:

USDA’s first 2026/27 outlook shows tighter supplies across several markets, led by wheat, corn, cotton, rice, beef, and sugar.
Strong export demand is supportive, but higher freight costs may pressure basis and grain movement margins.
Advocacy groups say farmers, ranchers and business owners may need to file claims before a July deadline.
Cattle producers may get some credit relief, but land and facility borrowing costs likely remain high.
Ethanol plants kept production steady, but softer gasoline demand and lower exports may limit near-term momentum.
Aimee Bissell discusses Iowa planting progress, weather conditions, fertilizer costs, and concerns over early crop development.