Top Smart Agriculture Companies

Skyquest Technology's expert advisors have carried out comprehensive research and identified these companies as industry leaders in the Smart Agriculture Market. This Analysis is based on comprehensive primary and secondary research on the corporate strategies, financial and operational performance, product portfolio, market share and brand analysis of all the leading Smart Agriculture industry players.

Smart Agriculture Market Competitive Landscape

The smart agriculture industry globally is experiencing a tremendous growth on account of rising automation of commercial greenhouses, development of precision farming technologies, and the rapidly growing popularity of controlled environment agriculture (CEA) systems. These factors are aiding farmers to increase their yields, improve crop sustainability, and minimize waste of resources. Artificial intelligence (AI), data analytics, and Internet of things (IoT) in agriculture are creating a new world of connected farming and data-driven farming. In the coming years, investment in smart agriculture technologies will most probably continue increasing as the populations become aware of climate-smart agriculture and food security. The primary trends and driving forces concerning the market are presented in this page.

Industry Overview

According to SkyQuest Technology “Smart Agriculture Market By Offering (Hardware, Software, Services, Assisted Professional Types) By Farm Size (Large Farms, Medium Farms, and Small Farms), By Connectivity Type, Agriculture Type, By Application, By Region - Industry Forecast 2025-2032,” the precision aquaculture is rapidly advancing in Asia Pacific at present as customers desired the adoption of good environmental practices in fish rearing. Some emerging technologies making the way neighborhoods more productive yet also save on feed wastage include automated feeding systems, water quality sensors, and AI behavior tracking.

Top 10 Global Smart Agriculture Companies

Company

Est. Year

Headquarters

Revenue

Key Services

Deere & Company

1837

Moline, Illinois, USA

USD 61.2 billion (2024)

Pioneer in precision agriculture equipment, offering autonomous tractors, AI-driven farm management platforms, and IoT-integrated machinery.

Trimble Inc.

1978

Westminster, Colorado, USA

USD 3.8 billion (2024)

Provides GPS-based agricultural solutions, precision guidance, and real-time data analytics to optimize field operations.

AGCO Corporation

1990

Duluth, Georgia, USA

USD 14.3 billion (2024)

Develops smart farming machinery and connected services under brands like Fendt and Massey Ferguson.

CNH Industrial N.V.

2013

Basildon, United Kingdom

USD 24.6 billion (2024)

Supplies precision agriculture systems, autonomous tractors, and advanced telematics through Case IH and New Holland.

Topcon Corporation

1932

Tokyo, Japan

USD 1.5 billion (2024)

Specializes in precision measurement and positioning systems for smart agriculture, including sensors and guidance technologies.

Raven Industries (CNH Industrial Subsidiary)

1956

Sioux Falls, South Dakota, USA

USD 600 Million (2024)

Valeo specializes in automotive safety technologies, providing sensors and systems that are integral to CPDS for detecting child presence in vehicles.

AG Leader Technology

1992

Ames, Iowa, USA

USD 4.8 Million

Offers farm data management software, yield monitoring systems, and precision control for equipment automation.

Kubota Corportaion

1890

Osaka, Japan

USD 22.5 billion (2024)

Manufactures agricultural machinery integrated with IoT and automation for precision planting and harvesting.

Climate LLC (A Bayer Company)

2015

San Francisco, USA

Subsidiary of Bayer AG

Provides digital agriculture platforms such as Climate FieldView, offering data analytics and weather insights for optimized yield.

Arable Labs Inc.

2014

San Francisco, USA

NA

Offers weather and crop intelligence solutions using sensor-based data for improving farm productivity and sustainability.

1. Deere & Company

The integration of AI and self-driving technologies into its products enables Deere & Company, a global leader in agricultural equipment, to offer state-of-the-art solutions for smart farming.   Real-time field data collection and processing enhanced by the company's self-driving tractor technologies and the John Deere Operations Center.   These innovations enable smart irrigation, predictive maintenance, and crop health monitoring.   Deere is transforming traditional farming into an intelligent networked ecosystem with a strong emphasis on R&D in data-led automation and machine learning.

2. Trimble, Inc.

Trimble Inc. offers many technology alternatives that enhance productivity in agriculture, such as GPS systems, soil quality evaluation tools, and IoT farm management platforms. With its Ag sector, Trimble's positioning and automation solution allows farmers to plant, spray, and harvest their crops precisely.   Farmers can analyze data from multiple fields via cloud-based applications, such as Trimble Ag Software, to enhance the productivity and environmental sustainability of their farms.   Trimble's emphasis on the importance of real-time analytics and interoperability thus positions the company at the forefront of smart farming innovation.

3. AGCO Corporation

AGCO Corporation's key objective is to design software and related equipment for greater farm productivity.   Brands like Massey Ferguson and Fendt manufacture telemetry systems, smart tractors, and material application tools.   The company provides improved performance and enhanced data management through farm and agri-business hardware and software within the Fuse® platform.   With all the directions set towards automation, AGCO somehow enhances farm productivity and environmental sustainability.   An equally important smart farming shift considered by AGCOs precision agricultural approach.

4. CNH Industrial N.V.

With the help of digital and autonomous technologies developed from Case IH and New Holland of CNH Industrial, agricultural farming is being revolutionized. Precision farming solutions utilize advanced sensors, machine learning, and data visualization tools. Besides, CNH's activities thrust into new innovative heights for field automation and driverless vehicles since the acquisition of Raven Industries. This technology enables the farmer to make its decisions based on real-time information regarding the crops and heavy-duty machines, thus improving global efficiency and productivity.

5. Topcon Corporation

To advance smart farming, Topcon Corporation develops cutting-edge GPS and optical technology.   Precision measuring and automation equipment assist in crop monitoring, soil mapping, and accurate sowing.   Cloud-based services of the company enable data sharing and analysis amongst machines and farm operators.   Due to Topcon's novel sensor-based technologies, farms are capable of sustaining crop production in the face of adverse weather.

6. Raven Industries (CNH Industrial Subsidiary)

As a division of CNH Industrial, Raven Industries is the industry leader in the field of automation and control systems.   Its products, including AutoCart® and VSN® visual guidance, automate critical agricultural operations to make them more efficient and safer.   Raven's solutions allow farmers to achieve their goals of reduced fuel and chemical usage.   Raven's advanced sensor networks and autonomous capabilities continue to be innovative in smart agriculture.

7. AG Leader Technology

AG Leader technology helps farmers in the collection and organization of data as well as decision making.   Yield monitors, seed management technology, and mapping systems help farmers achieve maximum yields during every stage of growth.   In creating the company's SMS software to investigate field data, it has set out to direct nutrition intake and evaluate performance.   Continued digital agriculture platform innovations make AG Leader more consumer friendly and encourage adoption by large and small farmers alike.

8. Kubota Corporation

An array of automated farming machinery, now enhanced by the Internet of Things for connectivity and ingenuity, is now available through Kubota Limited.   Its Kubota Smart Agriculture System (KSAS) makes production cuts by facilitating real-time data sharing concerning farmers and their equipment.   Watering, planting, and harvesting with advanced robotics and AI are ever more assured with Kubota's innovations. Investments the company is now making into agri-tech startups also underscore its determination to position itself for sustainable and intelligent agriculture.

9. Climate LLC (A Bayer Company)

Cloud-based analytics tools from Climate LLC, a Bayer AG company, provide reliable real-time data on crop performance, soil conditions, and weather. Its flagship product, Climate FieldView, integrates satellite imagery with sensors to provide farmers with comprehensive information about their farming. The most prized of the software applications facilitates farmers to make the best use of their attention to the inputs and boosting production. The combination of data science and biotechnology captured by Climate LLC's solutions has made it a global leader in digital agriculture.

10. Arable Labs, Inc.

Arable Labs' high-tech sensors measure soil, weather, and crop health, allowing farmers to know how much water their crops require and forewarned about any problems with the massive array of environmental data registered with their Arable Mark devices. The analytics platform provided by the company assembles satellite data and sensor data to deliver relevant information. Arable Labs has simplified the farming processes and made it less costly, bridging the gap between high and simple technology. This facilitates the adoption of technology in developed and emerging areas alike.

Other Leading Global Smart Agriculture Companies

  • Hexagon Agriculture
  • Yara International ASA
  • DeLaval Inc.
  • Taranis
  • Ceres Imaging
  • AgEagle Aerial Systems Inc.
  • JohnBlue Technologies
  • CropX Technologies
  • AgJunction Inc.
  • Farmers Edge Inc.

Conclusion

The global smart agriculture industry is growing due to food security and climate-change adaptation, coupled with a race for new technology. Automation, IoT-and-AI-driven systems, biometrics for livestock, and infrastructure health monitors evolve the traditional farming practices into more modern and automated ones. At the forefront are companies like Deere & Company, Trimble, and AGCO, which provide precision and digital solutions that grow with your business. In the next decade, smart agriculture will grow even more as there is a global push for investments in automation, data analytics, and sensor technologies.

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FAQs

Global Smart Agriculture Market size was valued at USD 14.44 Billion in 2024 and is poised to grow from USD 15.91 Billion in 2025 to USD 34.6 Billion by 2033, growing at a CAGR of 10.2% during the forecast period (2026–2033).

The global smart agriculture market is characterized by strong competition among key players who are actively investing in AI-driven technologies, precision solutions, and strategic acquisitions to strengthen their portfolios. Deere & Company has been at the forefront of integrating technology into agriculture. In 2023, the company reported a 12% year-over-year increase in large agriculture equipment sales, reflecting strong demand for its precision farming solutions. A notable innovation is the fully autonomous 8R tractor, introduced in 2022, which can be controlled remotely via a smartphone, marking a significant step toward automation in farming. 'Deere & Company', 'Trimble Inc.', 'AGCO Corporation', 'Topcon', 'DeLaval', 'AKVA Group', 'Allflex Livestock Intelligence (MSD Animal Health)', 'Innovasea Systems Inc.', 'Afimilk Ltd.', 'Heliospectra', 'Ponsse Oyj', 'Komatsu Forest', 'ScaleAQ', 'Tigercat International Inc.', 'Ag Leader Technology', 'Certhon', 'Nedap N.V.', 'Argus Control Systems Limited', 'Dairymaster', 'Dickey-john'

The urgent need to enhance agricultural productivity while minimizing environmental impact is accelerating the adoption of smart agriculture technologies. According to the USDA, smart irrigation systems can reduce water usage by up to 50%. In 2023, Deere & Company reported strong global demand for its precision farming tools, which optimize input use, minimize chemical runoff, and boost yield. The company projected a 15% to 20% sales growth in its production and precision agriculture segment for fiscal year 2023. Governments are also incentivizing sustainability—such as the EU’s Green Deal which supports digital and climate-resilient farming systems.

Short-Term: Rapid adoption of IoT sensors and drones for real-time crop monitoring is driving immediate growth. Farmers focus on precision agriculture to optimize inputs like water, fertilizer, and pesticides, reducing costs and environmental impact. Government subsidies and tech partnerships accelerate deployment, especially in developed regions. Data analytics platforms gain popularity, helping farmers make quick, informed decisions for yield improvement and pest management.

North America leads the global smart agriculture market, backed by strong infrastructure, early technology adoption, and supportive government initiatives. The U.S. and Canada have well-established commercial farming systems and high precision farming penetration. The USDA is investing more than $3 billion in approximately 140 pilot projects through the Partnerships for Climate-Smart Commodities initiative, requiring meaningful involvement of small and underserved producers. Moreover, major agri-tech players like Deere & Company, Trimble, and AGCO are headquartered here, enabling continuous product innovation and fast deployment across large-scale farms.

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Smart Agriculture Market
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