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
Rich Nelson with Allendale joined us to break down early planting progress, market expectations, and what producers should keep an eye on as the season moves forward.
Dr. Michael Langemeier with Purdue University provided perspective on the improving farmer sentiment and the trends shaping the agricultural economy moving forward.
Improving dairy prices could support stronger milk checks later this year.
Smaller beekeepers may find opportunities despite ongoing colony health challenges.

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:

Expanding cheese exports are strengthening U.S. milk demand and reinforcing global competitiveness.
Strong global demand and falling stocks suggest continued price volatility for U.S. coffee buyers despite record world production.
U.S. dairy producers remain the primary growth engine globally, while tightening supplies in Europe and New Zealand could support export demand for American dairy products.
Fewer acres and stronger prices suggest disciplined hop production is supporting market balance despite lower output.
Benchmark machinery costs against those of similar-sized, high-performing operations to inform equipment and investment decisions.
Record pace corn exports are helping stabilize prices despite softer global grain production and ongoing supply competition.