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
Farmer Jeffry Mitchell with the Mississippi Farm Bureau joins us for a spring planting update from the southeast region as drought, input costs, and fertilizer access complicate crop progress.
Milestone will be celebrated at the 100th State FFA Convention this summer
Cattle producers face mounting pressure as U.S.-Mexico trade talks resume, but expanding drought, rising input costs, and policy work to improve the long-term industry outlook.
Students in 4-H share how prior planning helps set themselves up for success in state fair showing season.

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:

Stronger rail movement and lower fuel prices are easing logistics, even as export pace and river conditions remain uneven.
Small, locally focused wineries are finding resilience through direct sales and regional loyalty rather than scale alone.
Tight feeder supplies and lower placements indicate continued support for the cattle market, with regional impacts heightened in Texas by reduced feeder imports.
Weather-driven transportation disruptions can tighten logistics, affect basis levels, and delay grain movement during winter months.
Lower milk prices may pressure margins, but strong cattle values could soften near-term financial impacts.
Record ethanol production, coupled with stronger demand, supports corn use despite tighter margins elsewhere.