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
Corey Owens of the San Angelo Stock Show and Rodeo Association shares updates about this year’s event and its continued impact on youth, agriculture, and the San Angelo community.
Success requires more than talent — on this week’s FFA Today, agriculture students show us the hard work, dedication, and teamwork required to gain important skills outside of the classroom through the National FFA Organization.
Federal assistance has helped, but the most recent row-crop losses remain on producers’ balance sheets.
Rebuilding domestic textiles depends on automation and vertical integration, not tariffs or legacy manufacturing models.

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:

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.
The agency also plans to strengthen workforce culture and modernize infrastructure and technology.
The administration says the move will support domestic seafood production and coastal economies.
Eligible producers have until July 15 to purchase coverage for the 2027 commodity year.