How AI and Robotics Are Reshaping Modern Farming

Autonomous systems and smart tech are helping farmers address labor shortages and boost efficiency

Apr. 5, 2026 at 12:05pm

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Agriculture is facing a growing labor crisis as farmers age and fewer young workers enter the field. To address this, the industry is increasingly turning to robotics and AI to automate repetitive, hazardous, and labor-intensive tasks. Companies in Nebraska's agtech incubator The Combine are developing autonomous systems for grain storage, meat processing, poultry monitoring, and land management, freeing up human workers to focus on higher-value responsibilities. While a 'lights-out' fully autonomous farm is still decades away, these technologies are already reducing chemical inputs, improving decision-making, and boosting productivity on today's farms.

Why it matters

Labor shortages have become one of the most persistent challenges facing the agriculture industry globally, as the farming workforce ages and fewer young workers enter the field. Robotics and AI offer a potential solution by automating repetitive and dangerous tasks, allowing farmers to maintain productivity and sustainability with a shrinking labor pool.

The details

Companies emerging from The Combine agtech incubator in Lincoln, Nebraska are tackling labor challenges across the agricultural supply chain. Grain Weevil is developing robotic grain extraction systems to improve safety and reduce spoilage in storage silos. Marble Technologies builds autonomous solutions for meat packing facilities, while Birdseye Robotics focuses on monitoring poultry barns. Landoption offers AI-powered tools to help farmers identify new revenue opportunities through conservation programs. These technologies are not replacing human workers entirely, but rather assisting them by handling the most tedious and hazardous tasks.

  • The global agricultural commodity market reached an estimated $6.07–6.17 trillion in 2025, rising from roughly $5.77 trillion in 2024.
  • Forecasts suggest the agricultural commodity market could expand to $11.2 trillion by 2033.

The players

The Combine

An agtech incubator in Lincoln, Nebraska that supports startups focused on automation and intelligent systems for agriculture.

Grain Weevil

A company that develops robotic grain extraction systems to reduce spoilage and improve safety in storage silos.

Marble Technologies

A company that builds robotic solutions for meat packing facilities.

Birdseye Robotics

A company focused on autonomous systems that monitor poultry barns.

Landoption

A company that offers AI-powered tools to help farmers identify new revenue opportunities through conservation and land-use programs.

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What they’re saying

“The honest answer is that we're in a continuum, and the meaningful question isn't 'is this a robot?' but 'how much of the sensing, decision-making, and action has shifted from the human to the machine?'”

— Brennan Costello, Director of The Combine

“The farm of the future isn't a radical departure from that trajectory. It's the logical conclusion of it: getting the most out of every acre while preserving the land and environment for long term sustainability. That's not a pipe dream. It's where we are headed.”

— Brennan Costello, Director of The Combine

What’s next

As the adoption of agricultural robotics and AI continues to grow, industry experts will closely monitor how these technologies impact farm consolidation, input costs, and the overall economics of the industry. Maintaining a balance between efficiency gains and preserving the family farm model will be a key challenge in the years ahead.

The takeaway

Robotics and AI are emerging as critical tools to help the agriculture industry address persistent labor shortages and boost productivity, without completely displacing the human farmer. By automating repetitive and dangerous tasks, these technologies are freeing up workers to focus on higher-value responsibilities and sustainable practices, positioning farms for long-term success.