Is John Deere's Autonomous Farming Future Coming in 2030? pen_spark

 The Technological Transformation of John Deere: From Tractors to AI-Driven Farming Solutions

If you were in Las Vegas in January 2024, sitting in the audience of the opening keynote of CES—perhaps the most influential tech conference in the world—you likely had one question on your mind: “Why is John Deere here?” After all, they’re the tractor company, right? They make machines that push and pull and move and dig, that’s their thing, right? Well, not according to their CEO, John May. “We’ve quickly become one of the world’s leading robotics and AI companies. Our solutions leverage technology like computer vision, advanced sensing and compute, machine learning, and data analytics.”

Why is John Deere a CES Regular?

There’s one key word here: solutions. That’s a word that gets thrown around a lot by companies like Apple, Microsoft, and Google. This linguistic mimicry, their mere attendance at an event like CES, it’s all peculiar for a tractor company. Unless, does John Deere think it’s a tech company? Well… yes, they do. At least according to themselves, in this LinkedIn post, sharing an article entitled “John Deere: ‘We’re a Technology Company.’” And that assertion appears increasingly less absurd. While the company lays off hundreds in its manufacturing plants, it’s simultaneously staffing up its tech divisions. Of fifteen current US job listings, twelve are in software, data, or robotics—just three in manufacturing. The company has been going through a metamorphosis from one that makes machines to one that makes solutions.

(image credit: John Deere)

John Deere’s Evolution from a Plow Manufacturer to a Tech Giant

Apple, for instance, does not merely make computers or phones or tablets. They make integrated technology solutions, blending software, hardware, and services into an ecosystem that envelops one's digital experience. Correspondingly, John Deere no longer merely makes tractors or combines or loaders, but rather integrated production solutions—blending software, hardware, and services into an ecosystem that envelops a farmer’s day-to-day experience. At the extremes, the company appears entirely disconnected from its original form as a small Illinois storefront selling shovels and pitchforks. Never could John Deere himself have imagined that his company would eventually go on to operate, for instance, a satellite network. But waxing nostalgic about humble beginnings would mask what the company now truly is: it’s not an endearing family business, it’s not a scrappy underdog, it’s a market-domineering behemoth. It has the business of agriculture, especially in America, in a stranglehold.

A Brief History: From Steel Plows to Gas-Powered Tractors

John Deere’s power, their influence, their ability to change the course of history has been centuries in the making. It started with the self-scouring steel plow. Plows had existed in some form for millennia—so many millennia, in fact, that we can’t even say how old they are—but by the 1800s, they’d been refined into a single-piece cast-iron plow. These could be pulled by an animal and would efficiently loosen the soil to bring nutrients to the surface before planting a fresh crop. But the soil of Illinois and its neighbors was thick, moist, and rooty, in a fashion that would lead it to clump on the plow, forcing farmers to stop every once in a while to clean it off. John Deere had an idea: he would manufacture the same plow, but of polished steel. This cut straight through the Midwestern ground with far greater ease, and the soil would shed right off rather than clump. This innovation played an instrumental part in spreading agriculture across the region, transforming John Deere from a mere shop into a growing manufacturer.

By the turn of the century, after the company had passed through the generations of the family, Deere had become a leading agricultural implements manufacturer. But the industry landscape was changing. Tractors as a concept had long existed, but steam-powered tractors never became ubiquitous due to their high upfront and operating costs. However, with the turn of the century came gas-powered tractors: cheaper to buy, cheaper to operate. Popularity exploded, and while Deere was originally reluctant to stray beyond their agricultural-implement core, they eventually realized they had no choice if they wanted to stay relevant. They tried to design their own, but it was not competitive. So, John Deere simply bought their top competitor, the Waterloo Gasoline Engine Company. Over the following years, their tractor, the Waterloo Boy, enjoyed wild success. Once again, like with the self-scouring steel plow, Deere didn’t invent the technology, but they popularized it—they identified the opportunity, scaled up manufacturing, marketed successfully, and helped transform the tractor from a niche, novel technology into the solution for moving power on the farm.

(image credit: Gazeo)

The Digital Revolution: Precision Farming and Starfire

The next monumental shift came with the digital revolution. Like the tractor introduced the mechanical era of farming, information technology introduced farming to the digital age. On June 23, 1995, Rockwell International Corporation, traditionally a US defense manufacturer, unveiled its proprietary Vision System—effectively firing the first shot of the digital farming revolution. Rockwell’s Vision System used defense satellites to pinpoint and track a tractor from above, allowing farmers to better monitor their fields and better disperse seeds and spray chemicals. Precision farming had arrived. Deere took it one step further by developing Starfire. By correcting notoriously inaccurate GPS data with ground location data, Starfire offered farmers field mapping accurate to within 3 feet or 1 meter, rather than the 10-to-30 foot or three-to-ten meter accuracy of traditional GPS. By 2004, Starfire 2 provided accuracy within 1.5 inches or 4.5 centimeters.

Through collaboration with Stanford, NASA, and Navcom, Deere developed superior precision agriculture tools. Simply equip a machine with a Starfire receiver and a monitor then purchase Deere’s Autotrac program and farmers could now guide by precise lines laid out on a screen and even let the autonomous feature take the wheel. Today, through a combination of six uplink sites on three continents, 46 reference sites around the globe, and leased bandwidth from Inmarsat satellites, John Deere provides greater accuracy than the public global positioning alternative, optimizing every single thread and turn across a farmer’s field.

AI and Machine Learning: The Future of Farming

Across the dozen American companies Deere has acquired since 2007, only four are traditional hardware manufacturers, the rest are in tech, increasingly in artificial intelligence, machine learning, and automation. In 2017, for just north of $300 million, Deere purchased Blue River Technology, which had developed See & Spray, the world’s first smart sprayer. This product uses deep learning algorithms to identify crops and weeds, spraying herbicide with quarter-inch accuracy. In 2022, See & Spray Ultimate became available for factory installation on 2023 model 410R, 412R, and 612R Sprayers. The product reduces spray volume by two-thirds, saving money on herbicides and extending trips between refills, thus saving time and fuel. The environmental benefits are significant as well, with projections of reducing airborne drift of chemicals by up to 87% and chemical runoff by up to 93%.

(image credit: John Deere)

The Economic and Social Impact

However, this technological advancement comes at a cost. The economics of these precision agriculture tools make sense primarily for large-scale farms. For small family farms, the high upfront cost of these technologies can be prohibitive. This has contributed to a long-term trend of consolidation in agriculture. Over the past 25 years, the average size of an American farm has grown by 7% even as total farmland has declined 8%. As small farms face increasing cost pressure from more efficient big-ag operations, they either shut down or sell their land to big ag. This trend is exacerbated by the rise of big tech in farming. Innovations such as precision agriculture, indoor growing, and autonomous production are creating a food production system that is less expensive and less resource-intensive but also more dependent on technology and less accessible to small farmers.

The Right to Repair and Farmer Autonomy

John Deere has also found itself in the middle of a battle over the right to repair. Farmers who are savvy enough to fix their own equipment often need access to the diagnostic software, which Deere has been slow to hand over. Deere’s stated reason for restricting software access is liability and responsibility. However, farmers see it as a way to ensure they are on the hook for costly repair bills. This withholding of key information is seen as another way to extract revenue from farmers, further squeezing their margins. Some farmers have taken to using pirated software to fix their equipment themselves. This trend has led to legal battles and pressure on John Deere to open up its software.

The Future of Farming

Despite these challenges, John Deere is committed to developing a fully autonomous production system for corn and soybean by 2030. This system will mean every step from plowing through planting to harvest can be done without direct human involvement. This innovation is aimed at addressing the increasing need to produce more food from less land as the global population continues to grow. While this promises to yield significant benefits, it also comes at a high upfront cost, primarily benefiting larger farms.

The technological transformation of John Deere from a traditional manufacturer to a tech giant in agriculture illustrates the broader trend of digitalization in various industries. This shift towards precision agriculture, driven by AI and machine learning, is revolutionizing farming, making it more efficient and less resource-intensive. However, it also raises significant economic and social challenges, particularly for small farmers. The future of farming lies at the intersection of technology and agriculture, where innovation must be balanced with equity and sustainability.

FAQs: The Technological Transformation of John Deere

John Deere attended CES 2023 to showcase their transformation into a leading robotics and AI company, highlighting their technological solutions like computer vision, advanced sensing and compute, machine learning, and data analytics.

John Deere has transitioned from making traditional agricultural machinery to developing integrated production solutions that blend software, hardware, and services. This shift includes significant investments in robotics, AI, machine learning, and data analytics.

John Deere has developed and integrated technologies such as:

• Starfire: A precision GPS system providing field mapping accurate to within 1.5 inches.
• Autotrac: A program for autonomous guidance of farming machinery.
• See & Spray: An AI-powered smart sprayer that identifies crops and weeds and sprays herbicide with high precision.

Starfire is a precision agriculture tool that uses corrected GPS data to offer highly accurate field mapping. It benefits farmers by optimizing every single thread and turn across a field, improving efficiency in planting, spraying, and harvesting.

John Deere has advanced precision farming through technologies like Starfire, Autotrac, and See & Spray. These innovations improve accuracy in planting, spraying, and monitoring crops, making farming more efficient and less resource-intensive.

While John Deere’s technologies primarily benefit large-scale farms due to their high upfront costs, they can be prohibitive for small family farms. This has contributed to a trend of consolidation in agriculture, where larger farms become more efficient and small farms struggle to compete.

John Deere restricts access to diagnostic software needed to repair their equipment, citing liability and responsibility concerns. Farmers see this as a way to ensure they incur costly repair bills, leading to legal battles and pressure on John Deere to allow access to the necessary software.

John Deere aims to create a fully autonomous production system for corn and soybean farming by 2030. This system will handle every step from plowing to harvest without direct human involvement, addressing the need to produce more food from less land.

The shift towards precision agriculture and advanced technologies raises economic challenges for small farmers who may not afford the high costs. Socially, this contributes to the consolidation of agriculture, where larger farms dominate and smaller farms struggle to survive.

John Deere’s transformation from a traditional manufacturer to a tech giant in agriculture exemplifies the broader trend of digitalization across industries. This shift towards integrating AI and machine learning into traditional practices is revolutionizing efficiency and resource management but also presents challenges in terms of equity and accessibility.