AI Moves from Farm Data to Machine Decisions

New systems are moving beyond data analysis to make real-time decisions directly on farm equipment.

Aerial drone shot of distribution warehouses and data center logistics hub with truck cargo shipping import and export in Biggleswade England UK_Liam Carter via AdobeStock_1573070273.jpg

Aerial drone shot of distribution warehouses and data center logistics hub with truck cargo shipping import and export in Biggleswade, England, United Kingdom.

Photo by Liam Carter via Adobe Stock

MILWAUKEE, Wis. (RFD News) — Artificial intelligence is moving deeper into agricultural equipment, shifting from post-season data analysis toward real-time decisions involving steering, machine settings, spraying, maintenance, and autonomous operation, according to the Association of Equipment Manufacturers.

AEM groups agricultural AI into three levels: Assist, Advise, and Act. Assist-level systems support tasks such as guidance and implement control, while advise-level systems provide recommendations. Act-level systems can execute defined decisions with limited operator input.

Practical applications include predictive maintenance, in-cab harvest guidance, and targeted spraying. Machine vision can identify weeds and control individual nozzles, potentially reducing chemical use and input costs while improving documentation and traceability.

AEM also says many systems are designed to operate directly on the machine instead of relying entirely on cloud connections, helping maintain reliability where rural internet service is limited.

The industry group says AI can help address labor shortages, narrow operating windows, and equipment downtime, although the paper does not provide independent farm-level return-on-investment data.

Farm-Level Takeaway: AI is increasingly becoming a real-time farm equipment tool aimed at lowering costs, reducing downtime, and improving field decisions.
Tony St. James, RFD News Markets Specialist

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.

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