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
Jake Charleston of Specialty Risk Insurance offers his perspective on current cattle market conditions and shares advice for producers seeking to stay protected in an uncertain market.
USDA’s March WASDE report leaves U.S. corn, soybean and wheat ending stocks unchanged while adjusting global production estimates for South America.
The most common mistake farmers make is waiting until a health crisis occurs to transfer the farm to their children.
U.S. Agriculture Faces Mixed Weather, Market Pressures

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:

Mexico’s tougher, two-step treatment and added checkpoints are catching cases before they can spread—good news for producers near the border.
Harvest Builds As Logistics And Input Costs Shape Fall Decisions
Focus on home radon testing—not changing your diet—because background sources vastly outweigh any exposure from naturally radioactive foods.
Prepare for acute UAN risk and a brief urea shock; maintain steady ammonia and phosphate plans, and monitor potash basis on the coasts.
Agricultural exports continue to be a key contributor to rural employment. However, rural businesses still struggle to fill numerous job openings.
Farm debt is climbing to record levels at ag banks, reflecting pressure on crop producers’ finances even as livestock and land values lend stability to the sector.