Precision Agriculture Returns Vary Widely Across Farm Operations

Technology returns depend on management, not just adoption.

farmer holding a tablet_Photo by artiemedvedev via AdobeStock_362770913.jpg

Photo by artiemedvedev via AdobeStock

NASHVILLE, TENN. (RFD NEWS) — Precision agriculture technology is not consistently improving farm profitability, with most tools delivering limited measurable efficiency gains.

Research from Purdue University agricultural economist Chad Fiechter shows that across seventeen technology combinations, only automated guidance and the combination of yield monitors with grid soil sampling produced meaningful efficiency improvements. Most other technologies added costs without generating enough additional revenue to offset them.

Farm-Level Takeaway: Technology returns depend on management, not just adoption.
Tony St. James, RFD NEWS Markets Specialist

The results highlight a key challenge for producers. Automated guidance provides immediate benefits with minimal learning, while data-driven tools require time and management skill to turn information into better decisions. Without that, financial returns are difficult to capture.

Farm-level impacts vary significantly. Less efficient operations saw the greatest improvement, suggesting technology can help close management gaps. However, highly efficient farms showed little additional benefit from adoption.

The findings reinforce that technology alone does not guarantee better performance, with management and cost control remaining critical drivers of profitability.

Extracting Value from Precision Agriculture Technology is Difficult

Related Stories
Freight Softens as Producers Plan 2026 Budgets Nationwide
“I’m not sure where this bridge goes,” trader Brady Huck with Advanced Trading told RFD-TV News earlier this week.
CoBank’s 2026 Year Ahead Report cites global grain oversupply, easing inflation, rate cuts, and major data center growth that could reshape rural America.
Plan for sharp, short-term volatility after unexpected outages; permanent closures rarely trigger major price spread disruptions.
Ethanol output softened, but underlying supply-and-demand trends indicate stable longer-term use despite short-term volatility in blending and exports.
Strong Farm Credit finances help cushion producers, but prolonged low crop margins could strain renewals in 2026.

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:

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.
Farmers are in the midst of harvest as the government descends into a shutdown and the Farm Bill expires. Key federal departments, crop reporting, and aid programs important to the agricultural sector are now on hold.
Trump’s upcoming talks raise hopes for U.S. soybeans, but China’s record purchases from Brazil and Argentina show America’s market share remains under heavy pressure.
USDA’s report shows wheat strength overall, with winter wheat yields setting records, while spring wheat and rye saw declines. Oats and barley remain constrained by record-low acreage despite stable or rising yields.
Agriculture Shows
Hosted by Scott “The Cow Guy” Shellady and RFD News Markets Specialist Tony St. James, Commodity Talk delivers expert insight into the day’s ag commodity markets just before the CME opens. Only on RFD-TV and Rural Radio SiriusXM Channel 147.
A look at the news, weather and commodities headlines that drove agriculture markets in the past week.
Everything profits from prairie. Soil, air, water — and all kinds of life! Learn how you can improve your land with prairie restoration, cover crops and prairie strips, while growing your bottom line.
Special 3-part series tells the story of the Claas family’s legacy, which changed agriculture forever.