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
Often overlooked, cotton wholesalers act as stabilizers during market stress, translating fragmented retail demand into workable production programs for mills and manufacturers.
Strong blending demand continues to support ethanol use even as production and exports fluctuate.
AFBF Economist Danny Munch shares a closer look at the dairy market and the forces impacting producers today.

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:

To qualify, land must be in the U.S., used substantially for farming in the last 10 years, and restricted from non-farm use for at least 10 years after the sale.
K-State economists say big swings in cattle futures can complicate hedging, margin calls, and timing of sales.
USDA says total grain inspected for export reached 2.81 million metric tons for the week ending June 11.
The Natural Resources Conservation Service says drought resilience starts before the next rainfall shortage.
Purdue data show stronger net returns for organic corn and soybeans despite lower yields and higher costs.
The agreement is expected to formally take effect on Friday, and markets will continue watching for signs that shipping traffic and global energy flows are returning to normal.