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 U.S. ethanol production and stocks may support ethanol prices while strong export demand continues to support ethanol and corn markets.
The White House’s plan calls for a nearly 20 percent reduction in the USDA’s budget, which would impact various food and agriculture aid programs.
Spring Fieldwork Progress Mixed As Moisture Slows Activity
Charly Cummings with Superior Livestock Auctions provides a real-time look at cattle market activity, demand trends, and what lies ahead for upcoming livestock auctions in Texas.

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:

Larger operations maintain cost advantages, while softer equipment sales suggest producers are pacing machinery upgrades amid tighter margins.
Transportation access, legal disputes, and fertilizer freight costs will directly influence input pricing and grain movement in 2026.
Corn and wheat exports remain supportive, but weaker soybean demand — especially from China — continues to pressure oilseed markets.
China’s pullback is hitting core U.S. commodities hard, reshaping export expectations for soybeans, cotton, grains, and livestock.
Slower grain movement may pressure basis, but falling diesel prices could help offset transportation costs.
Regional differences indicate that family ownership is universal, but farm structure and commodity mix determine the extent to which these operations drive agricultural output.