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
Luke McCrea says his experiences in FFA and 4-H helped shape both his leadership skills and future career goals.
The lower outlook follows months of drought stress across major winter wheat regions, where some producers have abandoned fields or shifted acres to grazing instead of harvest.
Balancing Regulatory Compliance and Economic Viability
Cattle producers may get some credit relief, but land and facility borrowing costs likely remain high.
Ethanol plants kept production steady, but softer gasoline demand and lower exports may limit near-term momentum.
The uncommon delivery has kept one farmer busy caring for four newborn kids at once.

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 inverted Choice-Select spread is not a strong warning sign in today’s tighter, higher-quality beef market, according to new analysis from Terrain.
Based on USDA data compiled by the U.S. Meat Export Federation, pork exports increased by six percent in March compared to the previous year, while beef exports weakened overall.
Genevieve Collins from Americans for Prosperity discusses rising Texas property taxes, potential relief, and impacts on farmers, ranchers, and rural communities.
RealAg Radio’s Shaun Haney joins us to discuss geopolitical trade tensions, energy market volatility, and what global shifts could mean for U.S. agriculture exports.
National Pork Producers Council President Rob Brenneman joins us to discuss Prop 12 provisions in the House’s Farm Bill as it heads to the Senate for debate.
This case could influence how much leverage grain shippers have when a preferred rail outlet is blocked or priced too high.