From Assistance to Autonomy: How AI Is Changing Agricultural Equipment

Industry resource outlines how AI-enabled equipment supports farm productivity, efficiency and decision-making

MILWAUKEE, Sept. 10, 2026 /PRNewswire/ -- The Association of Equipment Manufacturers (AEM) today released a new whitepaper examining how artificial intelligence is becoming a foundational component of agricultural equipment and helping farmers address increasingly complex operational challenges.

AI in Agriculture Equipment: Supporting Productivity, Efficiency, and Decision-Making Through Technology explains how AI is being integrated directly into machines and systems and evolving into an essential tool for real-world farming operations. The whitepaper is available on AEM's Insights & Resources page.

"AI technology is proving to help farmers in their efforts to be productive and competitive, especially as operational challenges continue to intensify for the ag industry," said Senior Director of Agricultural Services Austin Gellings, who oversees the AEM Ag Technology Leadership Group that developed the whitepaper.

"The paper helps illustrate how, when deployed responsibly and supported by appropriate frameworks, AI strengthens farm level resiliency, supports a competitive agricultural sector, and contributes to a stable and secure food system for the future," added Gellings.

Three Levels of AI Integration

The paper details three primary levels of AI integration in agricultural equipment:

1. Assist-Level AI: Supports operators through technologies such as guidance systems, implement control and automated equipment functions while keeping the operator in control.
2. Advise-Level AI: Analyzes large volumes of machine and operational data to provide recommendations and decision support.
3. Act-Level AI: Enables machines to execute tasks with greater autonomy, including targeted spray applications and autonomous field operations.

Responsible Deployment and Real-World Applications

Beyond defining how AI functions within equipment, the whitepaper also examines what is needed to put these capabilities to work safely and effectively. It connects responsible deployment practices with examples of how AI is already delivering value in agricultural operations.

• Responsible AI deployment: Highlights the industry's ongoing work through established standards, safety frameworks, interoperability initiatives and governance practices.
• Real-world applications: Examines use cases already delivering value in the field, including operator decision support, predictive maintenance, data-driven continuous improvement, precision spraying and autonomous equipment operation.

"As global demand for food continues to grow and farmers face increasing pressure to do more with fewer resources, AI-enabled equipment is expected to play an increasingly important role in supporting a resilient, competitive, and sustainable ag industry," said Seth Zentner, precision farming and systems engineer at AEM member company CLAAS, Inc. and Chair of AEM's Ag Technology Leadership Group. "By turning data into action and helping farmers respond to changing conditions in real time, AI is becoming an essential tool for advancing productivity and supporting food security for the future.

Download the whitepaper to learn more about how AI is transforming agricultural equipment and helping farmers meet the challenges of today and tomorrow.

About the Association of Equipment Manufacturers

The Association of Equipment Manufacturers (AEM) is the North America-based international trade group representing off-road equipment manufacturers and suppliers, with more than 1,000 companies and more than 200 product lines in the agriculture and construction-related industry sectors worldwide. The equipment manufacturing industry in the United States supports over 2.2 million jobs and contributes $415 billion to the economy every year.

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SOURCE Association of Equipment Manufacturers