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North America Digital Agriculture Market Size, Share, Growth, Trends And Industry Analysis: By Component By Deployment, By Application, and Country
North America Digital Agriculture Market size was valued at US$ XX million in 2023 and grew at a significant CAGR of XX% from 2024-2030. The market is highly growing, driven by the increasing adoption of advanced technologies such as IoT, AI, and machine learning for increasing productivity and efficiency in farming. The region has high levels of technological infrastructure, has a strong government support for precision farming practices, and awareness regarding the need for sustainable agriculture.
The market is characterized by a robust presence of ag-tech companies and innovation in hardware, software, and services that cater to the unique demands of the agricultural sector. Factors such as rising food demand, labor shortages, and a focus on reducing operational costs are also accelerating the adoption of digital solutions in agriculture. However, this will require more initial investments, minimal digital literacy for farmers, and uneven connectivity for all rural areas. Overall, North America is a leading region globally in the digital agriculture landscape.
The market share is inclusive of several companies such as IBM Corporation, AGCO Corporation, Deere & Company, Trimble, Inc., The Climate Corporation, Bayer CropScience AG, Topcon Positioning Systems, AgEagle Aerial Systems Inc., Conservis Corporation and Aglytix Inc.
IBM Corporation greatly impacts the North America Digital Agriculture Market with its advanced AI and IoT solutions. Its Watson Decision Platform for Agriculture integrates AI, machine learning, and hyper-local weather data to provide farmers with actionable insights, enhancing decision-making for crop management, resource efficiency, and climate adaptation. Collaborations, such as with The Weather Company, further enable IBM to deliver predictive analytics tailored to precision farming needs. These innovations place IBM at the forefront of modernizing agriculture, with data-driven solutions for better sustainability and productivity.
By Component: Hardware has the highest share in North America Digital Agriculture Market due to its crucial role in precision farming and data acquisition. Tools such as sensors, drones, and automation machinery offer real-time soil, weather, and crop conditions. High investment in these devices and continuous innovation in IoT-enabled equipment help ensure the dominance of the segment as the backbone of the digital agriculture ecosystem.
By Deployment: Cloud segment held considerable market share during the forecast period. Interest in agricultural precision solutions is fueled by the advantages of cloud services and the growing spending on cloud computing facilities by significant players in the digital farming sector.
By Application: In the North America Digital Agriculture Market, field mapping and yield monitoring, by far, have the largest market share due to their widespread adoption and practical utility. Field mapping, driven by technologies like GPS and GIS, enables farmers to optimize crop yields and manage fields efficiently, making it the core of precision agriculture. Similarly, yield monitoring is also important for productivity analysis and for improving farming practices, and most farmers use yield monitors in conjunction with modern equipment. However, while emerging segments like drone analytics and variable rate applications are growing rapidly, they currently hold smaller shares than these mature and widely used applications.
Advancements in technology, such as the increased adoption of IoT (Internet of Things), AI (Artificial Intelligence), and data analytics, to enhance farm productivity and efficiency, are the primary drivers for the North America Digital Agriculture Market. The increasing demand for food due to population growth, along with the growing need for sustainable agricultural practices, pushes the integration of precision farming tools that optimize resource use, such as water, fertilizer, and pesticides. Of late, government initiatives that support the digital transformation of agriculture, in addition to rising investments in ag-tech startups, are factors contributing to the market growth. Additional factors include the increased need to control operational costs and improve yield predictions while maintaining traceability of agricultural products.
The North America Digital Agriculture Market is restricted by high up-front costs for the integration of advanced digital technologies and equipment, which may pose a deterrent to small and medium-sized farmers. Lacking digital literacy and technical knowledge, farmers are restricted from proper adoption and exploitation of these tools. More so, the issue with data privacy and security concerns, and problems in unifying various digital solutions and platforms, create obstacles. Uneven internet connectivity in rural areas will also act as a restriction to the seamless implementation of IoT-enabled devices and cloud-based systems, thus limiting market growth. Additionally, hostility to change by traditional farming methods slows the adoption rate in some market segments.
The North America Digital Agriculture Market is driven by the opportunities with the rising focus of governments on sustainable and climate-resilient farming practices. Also, the increasing availability of subsidies and funding from government administrations for precision agriculture offers more incentives for wider adaption of digital tools. Gaining connectivity solutions such as satellite-based internet and the progress of 5G allow the opportunity to approach a challenge in rural connectivity so that digital agriculture might achieve wider reach. Emerging trends in blockchain technology for supply chain transparency and traceability open avenues for enhanced consumer trust and premium pricing for produce. The growing interest in urban farming and vertical agriculture also opens scope for digital solutions to optimize these modern farming systems, thereby opening new growth prospects for the market.
Challenges facing the North America Digital Agriculture Market include the fragmentation of digital tools and platforms, which complicates integration and interoperability across systems. Farmers often have difficulty analyzing and applying the large amounts of data generated by digital solutions, so there is a need for more user-friendly and actionable insights. High implementation costs and unclear ROI for some technologies discourage widespread adoption, especially among smaller farms. This is also hindered by weak technical support and training infrastructure. Furthermore, various regulatory uncertainties pertaining to data ownership and privacy also act as barriers. Also, inadequate availability of broadband in rural areas persists which in turn continues to inhibit the full deployment of connected agricultural devices and cloud-based services.
Report Benchmarks |
Details |
By Components |
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By Deployment |
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By Application |
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The North America Digital Agriculture Market is growing rapidly due to the adoption of AI, IoT, and precision farming technologies to address climate challenges and boost crop yields. Key initiatives, such as Bayer's IoT partnerships and Syngenta's Cropwise integration, along with government funding like USDA grants, are fostering innovation. While large farms dominate adoption, cost barriers limit smaller farms, presenting growth opportunities.
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2023 is the base year and 2030 is the forecast year.
Advancements in technology, such as the increased adoption of IoT (Internet of Things), AI (Artificial Intelligence), and data analytics, to enhance farm productivity and efficiency, are the primary drivers for the North America Digital Agriculture Market.
Challenges facing the North America Digital Agriculture Market include the fragmentation of digital tools and platforms, which complicates integration and interoperability across systems
The North America digital agriculture market key players are IBM Corporation, AGCO Corporation, Deere & Company, Trimble, Inc., The Climate Corporation, Bayer CropScience AG, Topcon Positioning Systems, AgEagle Aerial Systems Inc., Conservis Corporation and Aglytix Inc.
1.Executive Summary |
2. North America Digital Agriculture Market Introduction |
2.1. North America Digital Agriculture Market - Taxonomy |
2.2. North America Digital Agriculture Market - Definitions |
2.2.1.Components |
2.2.2.Deployment |
2.2.3.Application |
2.2.4.Country |
3. North America Digital Agriculture Market Dynamics |
3.1. Drivers |
3.2. Restraints |
3.3. Opportunities/Unmet Needs of the Market |
3.4. Trends |
3.5. Product Landscape |
3.6. New Product Launches |
3.7. Impact of COVID 19 on Market |
4. North America Digital Agriculture Market Analysis, 2019 - 2023 and Forecast 2024 - 2030 |
4.1. Market Analysis, 2019 - 2023 and Forecast, 2024 - 2030, (Sales Value USD Million) |
4.2. Year-Over-Year (Y-o-Y) Growth Analysis (%) |
4.3. Market Opportunity Analysis |
5. North America Digital Agriculture Market By Components, 2019 - 2023 and Forecast 2024 - 2030 (Sales Value USD Million) |
5.1. Hardware |
5.1.1. Market Analysis, 2019 - 2023 and Forecast, 2024 - 2030, (Sales Value USD Million) |
5.1.2. Year-Over-Year (Y-o-Y) Growth Analysis (%) and Market Share Analysis (%) |
5.1.3. Market Opportunity Analysis |
5.2. Software |
5.2.1. Market Analysis, 2019 - 2023 and Forecast, 2024 - 2030, (Sales Value USD Million) |
5.2.2. Year-Over-Year (Y-o-Y) Growth Analysis (%) and Market Share Analysis (%) |
5.2.3. Market Opportunity Analysis |
5.3. Services |
5.3.1. Market Analysis, 2019 - 2023 and Forecast, 2024 - 2030, (Sales Value USD Million) |
5.3.2. Year-Over-Year (Y-o-Y) Growth Analysis (%) and Market Share Analysis (%) |
5.3.3. Market Opportunity Analysis |
6. North America Digital Agriculture Market By Deployment, 2019 - 2023 and Forecast 2024 - 2030 (Sales Value USD Million) |
6.1. Cloud |
6.1.1. Market Analysis, 2019 - 2023 and Forecast, 2024 - 2030, (Sales Value USD Million) |
6.1.2. Year-Over-Year (Y-o-Y) Growth Analysis (%) and Market Share Analysis (%) |
6.1.3. Market Opportunity Analysis |
6.2. On-Premise |
6.2.1. Market Analysis, 2019 - 2023 and Forecast, 2024 - 2030, (Sales Value USD Million) |
6.2.2. Year-Over-Year (Y-o-Y) Growth Analysis (%) and Market Share Analysis (%) |
6.2.3. Market Opportunity Analysis |
7. North America Digital Agriculture Market By Application, 2019 - 2023 and Forecast 2024 - 2030 (Sales Value USD Million) |
7.1. Livestock Monitoring |
7.1.1. Market Analysis, 2019 - 2023 and Forecast, 2024 - 2030, (Sales Value USD Million) |
7.1.2. Year-Over-Year (Y-o-Y) Growth Analysis (%) and Market Share Analysis (%) |
7.1.3. Market Opportunity Analysis |
7.2. Yield Monitoring |
7.2.1. Market Analysis, 2019 - 2023 and Forecast, 2024 - 2030, (Sales Value USD Million) |
7.2.2. Year-Over-Year (Y-o-Y) Growth Analysis (%) and Market Share Analysis (%) |
7.2.3. Market Opportunity Analysis |
7.3. Precision Farming |
7.3.1. Market Analysis, 2019 - 2023 and Forecast, 2024 - 2030, (Sales Value USD Million) |
7.3.2. Year-Over-Year (Y-o-Y) Growth Analysis (%) and Market Share Analysis (%) |
7.3.3. Market Opportunity Analysis |
7.4. Crop Monitoring |
7.4.1. Market Analysis, 2019 - 2023 and Forecast, 2024 - 2030, (Sales Value USD Million) |
7.4.2. Year-Over-Year (Y-o-Y) Growth Analysis (%) and Market Share Analysis (%) |
7.4.3. Market Opportunity Analysis |
7.5. Field Mapping |
7.5.1. Market Analysis, 2019 - 2023 and Forecast, 2024 - 2030, (Sales Value USD Million) |
7.5.2. Year-Over-Year (Y-o-Y) Growth Analysis (%) and Market Share Analysis (%) |
7.5.3. Market Opportunity Analysis |
7.6. Soil Monitoring |
7.6.1. Market Analysis, 2019 - 2023 and Forecast, 2024 - 2030, (Sales Value USD Million) |
7.6.2. Year-Over-Year (Y-o-Y) Growth Analysis (%) and Market Share Analysis (%) |
7.6.3. Market Opportunity Analysis |
7.7. Real-Time Safety Testing |
7.7.1. Market Analysis, 2019 - 2023 and Forecast, 2024 - 2030, (Sales Value USD Million) |
7.7.2. Year-Over-Year (Y-o-Y) Growth Analysis (%) and Market Share Analysis (%) |
7.7.3. Market Opportunity Analysis |
7.8. Others |
7.8.1. Market Analysis, 2019 - 2023 and Forecast, 2024 - 2030, (Sales Value USD Million) |
7.8.2. Year-Over-Year (Y-o-Y) Growth Analysis (%) and Market Share Analysis (%) |
7.8.3. Market Opportunity Analysis |
8. North America Digital Agriculture Market By Country, 2019 - 2023 and Forecast 2024 - 2030 (Sales Value USD Million) |
8.1. United States of America (USA) |
8.1.1. Market Analysis, 2019 - 2023 and Forecast, 2024 - 2030, (Sales Value USD Million) |
8.1.2. Year-Over-Year (Y-o-Y) Growth Analysis (%) and Market Share Analysis (%) |
8.1.3. Market Opportunity Analysis |
8.2. Canada |
8.2.1. Market Analysis, 2019 - 2023 and Forecast, 2024 - 2030, (Sales Value USD Million) |
8.2.2. Year-Over-Year (Y-o-Y) Growth Analysis (%) and Market Share Analysis (%) |
8.2.3. Market Opportunity Analysis |
9.United States of America (USA) Digital Agriculture Market 2019 - 2023 and Forecast 2024 - 2030 (Sales Value USD Million) |
9.1. Components Analysis 2019 - 2023 and Forecast 2024 - 2030 by Sales Value USD Million, Y-o-Y Growth (%), and Market Share (%) |
9.1.1.Hardware |
9.1.2.Software |
9.1.3.Services |
9.2. Deployment Analysis 2019 - 2023 and Forecast 2024 - 2030 by Sales Value USD Million, Y-o-Y Growth (%), and Market Share (%) |
9.2.1.Cloud |
9.2.2.On-Premise |
9.3. Application Analysis 2019 - 2023 and Forecast 2024 - 2030 by Sales Value USD Million, Y-o-Y Growth (%), and Market Share (%) |
9.3.1.Livestock Monitoring |
9.3.2.Yield Monitoring |
9.3.3.Precision Farming |
9.3.4.Crop Monitoring |
9.3.5.Field Mapping |
9.3.6.Soil Monitoring |
9.3.7.Real-Time Safety Testing |
9.3.8.Others |
10.Canada Digital Agriculture Market 2019 - 2023 and Forecast 2024 - 2030 (Sales Value USD Million) |
10.1. Components Analysis and Forecast by Sales Value USD Million, Y-o-Y Growth (%), and Market Share (%) |
10.1.1.Hardware |
10.1.2.Software |
10.1.3.Services |
10.2. Deployment Analysis 2019 - 2023 and Forecast 2024 - 2030 by Sales Value USD Million, Y-o-Y Growth (%), and Market Share (%) |
10.2.1.Cloud |
10.2.2.On-Premise |
10.3. Application Analysis 2019 - 2023 and Forecast 2024 - 2030 by Sales Value USD Million, Y-o-Y Growth (%), and Market Share (%) |
10.3.1.Livestock Monitoring |
10.3.2.Yield Monitoring |
10.3.3.Precision Farming |
10.3.4.Crop Monitoring |
10.3.5.Field Mapping |
10.3.6.Soil Monitoring |
10.3.7.Real-Time Safety Testing |
10.3.8.Others |
11. Competition Landscape |
11.1. Market Player Profiles (Introduction, Brand/Product Sales, Financial Analysis, Product Offerings, Key Developments, Collaborations, M & A, Strategies, and SWOT Analysis) |
11.2.1.IBM Corporation |
11.2.2.AGCO Corporation |
11.2.3.Deere & Company |
11.2.4.Trimble, Inc. |
11.2.5.The Climate Corporation |
11.2.6.Bayer CropScience AG |
11.2.7.Topcon Positioning Systems |
11.2.8.AgEagle Aerial Systems Inc. |
11.2.9.Conservis Corporation |
11.2.10.Aglytix Inc. |
12. Research Methodology |
13. Appendix and Abbreviations |
Key Market Players