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    Digital Agriculture Market Share

    ID: MRFR/ICT/9211-HCR
    141 Pages
    Shubham Munde
    September 2025

    Digital Agriculture Market Research Report Information by Component (Hardware, Software, and Services), Application (Yield Monitoring, Field Mapping, Crop Monitoring, Livestock Monitoring, Real-Time Safety Testing, Soil Monitoring, Precision Farming, and Others), Deployment (Cloud and On-Premises), And by Region (North America, Europe, Asia-Pacific, And Rest Of The World) –Market Forecast Till ...

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    Market Share

    Digital Agriculture Market Share Analysis

    The Digital Agriculture Market, a dynamic and rapidly evolving sector, is witnessing a myriad of market percentage positioning techniques that can reshape the enterprise panorama. As the global population burges and the demand for sustainable and green agricultural practices intensifies, businesses are strategically positioning themselves to seize a bigger slice of the market pie. One accepted approach is differentiation via technological innovation. Companies are investing closely in the improvement of cutting-edge technologies along with precision farming, Internet of Things (IoT) gadgets, and artificial intelligence (AI). These improvements not only enhance the performance of farming operations but also set agencies aside from their competition. Collaboration and partnerships also play a pivotal function in market percentage positioning within the Digital agriculture space. Recognizing the complexity of the agriculture cost chain, businesses are forming strategic alliances with other players, which include era carriers, agricultural input providers, and studies institutions. These collaborations allow businesses to leverage complementary strengths and resources, fostering a more complete and incorporated method of digital agriculture. Furthermore, customization and adaptableness have emerged as essential factors in market proportion positioning. Recognizing the numerous desires of farmers throughout unique areas and crop sorts, organizations are tailoring their digital agriculture answers to deal with particular challenges. Whether it's adapting technologies for smallholder farmers or customizing solutions for distinct plants, a one-size-fits-all method is being changed by way of a more nuanced and targeted approach. Additionally, customer training and support play a pivotal position in market proportion positioning. Given the incredibly nascent level of digital agriculture adoption, many farmers may be unfamiliar with the blessings and functionalities of that technology. Companies are investing in sturdy academic applications to empower farmers with the knowledge and talents to maximize the capability of digital agriculture answers. Providing ongoing assistance and schooling guarantees that farmers derive the most fee from the technology, fostering loyalty and solidifying market percentage. Cost competitiveness remains a critical factor in market percentage positioning, specifically in regions where agriculture is the number one financial activity. Companies are striving to offer cost-powerful answers that deliver tangible blessings to farmers while maintaining aggressive pricing.

    Market Summary

    As per Market Research Future Analysis, the Digital Agriculture Market is poised for significant growth, expanding from USD 9.53 Billion in 2024 to USD 16.55 Billion by 2035, with a CAGR of 5.14% during the forecast period. The market was valued at USD 9.53 Billion in 2024, driven by the increasing demand for high production and better crop quality, alongside the need for resource efficiency due to labor shortages and urbanization. The COVID-19 pandemic accelerated the shift towards digitization in agriculture, enhancing the adoption of technology in farming practices.

    Key Market Trends & Highlights

    Key trends driving the Digital Agriculture Market include technological advancements and changing agricultural practices.

    • Market Size in 2024: USD 9.53 Billion; Dominated by hardware segment with 42% market revenue. Precision farming accounted for 27% of market revenue in 2022, valued at USD 2.3 Billion. Cloud deployment led the market with 75% revenue share in 2022, amounting to USD 6.5 Billion. North America is expected to dominate the market due to major agricultural equipment companies.

    Market Size & Forecast

    2024 Market Size USD 9.53 Billion
    2035 Market Size USD 16.55 Billion
    CAGR 5.14%

    Major Players

    <p>Key players include AGCO Corporation, Deere &amp; Company, IBM Corporation, and Microsoft Corporation, focusing on R&amp;D and strategic partnerships.</p>

    Market Trends

    Growing demand for high production and better crop quality drives market growth.

    On the other hand, individuals need more technical knowledge to maintain market growth. AI and algorithms for learning are quickly becoming commonplace in farming goods and in-field practices. Cognitive computing has gained acceptance in the industry because it helps people learn, analyze, and adapt to new circumstances while increasing efficiency. Chatbots and other conversational systems, for example, assist farmers in keeping up with current technology.

    Additionally, the increasing need for high productivity and enhanced crop health, a growing lack of farm labor, and increased worries about food security and nutrition are a few reasons driving the expansion of the digital agricultural business. Yet, the complicated system of connectivity, high prices of technology, and a lack of technical expertise for optimal technology utilization are impeding market growth.

    Nonetheless, the increasing potential for progressing multiple SDGs, the ability to boost efficiency and generate novel markets, and the growing adoption of modern technology in the farming industry present growth opportunities for market vendors. The growth of the digital era moves the world towards new types of labor. Agriculture and agriculture sectors benefit from technological advancements. The use of cell phones for digital agriculture has expedited this change. Increasing Internet and digital connection has the potential to be useful in underdeveloped countries.

    COVID-19 harmed the farming industry due to the national lockdown, limitations on travel, and the suspension of imports and exports due to limited mobility for migrants and rural laborers during the pandemic, leading to a shortage of labor that hindered crop production around the world. Due to constrained shipping and unfavorable transaction consequences, the COVID-19 epidemic has reduced agricultural equipment sales. The interrupted supply chain impacted the farm equipment distribution channel and impeded smart farming gear purchases. The COVID-19 epidemic, on the other hand, drove the sector towards digitization.

    During the pandemic, the use of technology, including farm administration systems, applications for smartphones, and wireless gadgets, gained popularity. According to the 2021 Finistere Ventures' 2020 Agrifood Tech Funding Review, crop protection and input management protected the agricultural biotech industry.

    For instance, according to a new UN estimate, the globe's population of 7.6 billion will increase to 8.6 bn in 2030, 9.8 bn in 2050, and 11.2 bn in 2100. Thus, demand for Digital Agriculture is anticipated to increase throughout the projected timeframe due to the rising demand for high production and better crop quality. Thus, driving the Digital Agriculture market revenue.

    <p>The integration of advanced technologies in agriculture is poised to enhance productivity and sustainability, reflecting a transformative shift in farming practices.</p>

    U.S. Department of Agriculture

    Digital Agriculture Market Market Drivers

    Global Population Growth

    The increasing global population is a significant driver of the Global Digital Agriculture Market Industry. As the world population is projected to reach approximately 9.7 billion by 2050, the demand for food is expected to rise substantially. Digital agriculture technologies are essential in addressing this challenge by improving crop yields and resource efficiency. For example, precision farming techniques can help maximize output on limited arable land. This growing demand for food production is likely to propel the market forward, as stakeholders seek innovative solutions to meet future needs.

    Sustainability Initiatives

    Sustainability initiatives are increasingly influencing the Global Digital Agriculture Market Industry as stakeholders seek to reduce environmental impacts. Digital agriculture technologies facilitate sustainable practices by enabling efficient resource management, such as water and fertilizer usage. For example, smart irrigation systems can reduce water consumption by up to 50 percent. This shift towards sustainability is not only driven by regulatory pressures but also by consumer demand for environmentally friendly products. Consequently, the market is expected to grow significantly, with projections indicating a value of 16.5 USD Billion by 2035.

    Technological Advancements

    The Global Digital Agriculture Market Industry is experiencing rapid technological advancements that enhance productivity and efficiency. Innovations such as precision agriculture, which utilizes GPS and IoT devices, allow farmers to monitor crop health and soil conditions in real-time. This technology not only optimizes resource use but also increases yield potential. For instance, the integration of drones for crop surveillance has shown to improve decision-making processes. As a result, the market is projected to reach 9.53 USD Billion in 2024, indicating a growing reliance on technology to meet global food demands.

    Data-Driven Decision Making

    The rise of data-driven decision-making is transforming the Global Digital Agriculture Market Industry. Farmers are increasingly utilizing big data analytics to inform their agricultural practices, leading to improved crop management and operational efficiency. By analyzing historical data and real-time information, farmers can make informed decisions regarding planting schedules, pest control, and resource allocation. This trend is likely to enhance productivity and profitability, contributing to a compound annual growth rate of 5.14% from 2025 to 2035. As data becomes more accessible, its impact on the industry will continue to expand.

    Market Trends and Projections

    Government Support and Policies

    Government support and favorable policies play a crucial role in shaping the Global Digital Agriculture Market Industry. Many governments are investing in digital agriculture initiatives to enhance food security and promote sustainable farming practices. For instance, subsidies for technology adoption and funding for research and development are becoming more common. Such support not only encourages farmers to adopt digital solutions but also fosters innovation within the industry. As a result, the market is likely to see accelerated growth, driven by these supportive measures.

    Market Segment Insights

    Digital Agriculture Component Insights

    <p>The Digital Agriculture market segmentation, based on Components, includes Hardware, Software, and Services. The hardware category dominated the market, accounting for 42% of market revenue (USD 3.6 Billion) in 2022 because firms in the digital agriculture sector are constantly seeking new ways to provide innovative goods and services to customers.</p>

    Digital Agriculture Application Insights

    <p>The Digital Agriculture market segmentation, based on Applications, includes Yield Monitoring, Field Mapping, Crop Monitoring, Livestock Monitoring, Real-Time Safety Testing, <a href="https://www.marketresearchfuture.com/reports/soil-monitoring-market-11070">Soil Monitoring</a>, Precision Farming, and Others. The precision farming category dominated the market, accounting for 27% of market revenue (USD 2.3 Billion) in 2022. Farming precision programs and Internet of Things capabilities solve all of these criteria.</p>

    Digital Agriculture Deployment Insights

    <p>Based on Deployment, the Digital Agriculture market segmentation includes Cloud and On-Premises. The cloud category dominated the market, accounting for 75% of market revenue (USD 6.5 Billion) in 2022. Growing expenditure on cloud computing facilities by major digital farming industry participants and the benefits of cloud services drive up interest in agricultural precision solutions.</p>

    <p>Figure 2: Digital Agriculture Market, by Deployment, 2022 &amp; 2032 (USD Billion)</p>

    <p>Source: Secondary Research, Primary Research, Market Research Future Database, and Analyst Review</p>

    Get more detailed insights about Digital Agriculture Market Research Report - Global Forecast till 2032

    Regional Insights

    By region, the research provides market insights into North America, Europe, Asia-Pacific, and the Rest of the World. The North American Digital Agriculture market will dominate during the projected timeframe because of the presence of major agricultural equipment companies. The economy is expected to be driven by rising government efforts and recommendations to strengthen the agriculture industry, boosting the market growth in the North American area.

    Further, the major countries studied in the market report are the US, Canada, German, France, the UK, Italy, Spain, China, Japan, India, Australia, South Korea, and Brazil.

    Figure 3: Digital Agriculture Market Share by Region 2022 (USD Billion)

    Digital Agriculture Market Share by Region 2022

    Source: Secondary Research, Primary Research, Market Research Future Database, and Analyst Review

    Europe region’s Digital Agriculture market accounts for the second-highest market share due to the stable financial status of the producers, accessibility to the newest technologies, good infrastructure, and improved supply network. Further, the German Digital Agriculture market holds the largest market share, and the UK Digital Agriculture market is expected to grow and expand significantly in the European region during the projected timeframe.

    The Asia-Pacific Digital Agriculture Market is expected to grow quickly during the projected timeframe. In the Asia Pacific area, digital farming is in its early stages, with increased government assistance to create digital agriculture and boost agricultural production in emerging regions. Moreover, China’s Digital Agriculture market dominates the market share, and the Indian Digital Agriculture market is expected to expand and grow steadily in the Asia-Pacific region during the projected timeframe.

    Key Players and Competitive Insights

    Leading market players invested heavily in research and Development (R&D) to scale up their manufacturing units and develop technologically advanced solutions, which will help the Digital Agriculture market grow worldwide. Market participants are also undertaking various organic or inorganic strategic approaches to strengthen and expand their footprint, with significant market developments including new Component portfolios, contractual deals, mergers and acquisitions, capital expenditure, higher investments, and strategic alliances with other organizations. Businesses are also coming up with marketing strategies such as digital marketing, social media influencing, and content marketing to increase their scope of profit earnings.

    The Digital Agriculture industry must offer cost-effective and sustainable options to survive in a highly fragmented and dynamic market climate.

    Manufacturing locally to minimize operational expenses and offer aftermarket services to customers is one of the critical business strategies organizations use in the Digital Agriculture industry to benefit customers and capture untapped market share and revenue. The Digital Agriculture industry has recently offered significant advantages to the Information and Communications Technology industry. Moreover, more industry participants are utilizing and adopting cutting-edge technology has grown substantially.

    Major players in the Digital Agriculture market, including AGCO Corporation (US), Deere & Company (US), IBM Corporation (US) Microsoft Corporation (US), are attempting to expand market share and demand by investing in R&D operations to produce sustainable and affordable solutions.

    IBM (International Business Machines) is a computer, technology, and IT consulting firm headquartered in the United States. It is the world's largest technology business and the second most valuable worldwide brand. It produces and sells software and computer components, web hosting, and consulting services in fields including mainframe systems and nanotechnology. IBM Services and the GIZ) introduced a three-stage support program for Digital4Agriculture Action (D4Ag) to help small-scale farming ventures or start-ups across Africa predict conditions and make weather data and tools available to improve the growth of crops.

    AGCO Corporation (AGCO) designs and sells agricultural machinery and spare parts. It specializes in the following regions: the United States, Latin America, European nations and the Middle East, and APAC regions. Robert J. Ratliff created the firm in 1990, located in Duluth, Georgia. In November 2022, AGCO Corporation introduced Geo-Bird, a brand-new online application designed to assist farmers worldwide in autonomously planning and optimizing existing navigation satellite system equipment guiding lines.

    Industry Developments

    • Q2 2024: John Deere acquires SmartAgri AI to boost digital farming capabilities John Deere announced the acquisition of SmartAgri AI, a startup specializing in artificial intelligence-driven crop monitoring, to enhance its digital agriculture platform and expand precision farming solutions.
    • Q2 2024: Bayer and Microsoft launch new cloud-based farm management platform Bayer and Microsoft unveiled a joint digital platform designed to help farmers manage data from planting to harvest, integrating AI and IoT tools for improved decision-making and sustainability.
    • Q2 2024: AgriTech startup FarmSense raises $30M Series B to scale digital pest monitoring FarmSense, which develops IoT-based pest detection systems for agriculture, secured $30 million in Series B funding to expand its digital monitoring network across North America and Europe.
    • Q3 2024: Syngenta partners with IBM to deploy AI-powered weather analytics for farmers Syngenta announced a strategic partnership with IBM to integrate advanced weather analytics into its digital agriculture suite, aiming to help farmers optimize planting and irrigation schedules.
    • Q3 2024: Trimble launches new autonomous tractor guidance system for precision agriculture Trimble introduced an upgraded autonomous guidance system for tractors, enabling real-time route optimization and data collection to improve efficiency in large-scale digital farming operations.
    • Q3 2024: Corteva appoints new Chief Digital Officer to accelerate agtech innovation Corteva named Dr. Lisa Chen as Chief Digital Officer, tasking her with leading the company's global digital agriculture strategy and expanding its portfolio of smart farming solutions.
    • Q4 2024: Climate LLC opens new digital agriculture R&D center in Brazil Climate LLC, a subsidiary of Bayer, inaugurated a research and development center in São Paulo focused on developing digital tools tailored to South American crops and climate conditions.
    • Q4 2024: Indigo Ag secures $50M contract with major US grain cooperative for digital grain marketplace Indigo Ag signed a multi-year contract with a leading US grain cooperative to deploy its digital marketplace platform, streamlining grain transactions and providing real-time market analytics to farmers.
    • Q1 2025: AgroScout closes $25M Series C to expand AI crop monitoring in Asia AgroScout, an Israeli agtech firm specializing in AI-powered crop monitoring, raised $25 million in Series C funding to accelerate its expansion into Asian markets and enhance its digital agriculture offerings.
    • Q1 2025: CNH Industrial unveils new digital irrigation management platform CNH Industrial launched a cloud-based irrigation management system that leverages real-time sensor data and predictive analytics to optimize water usage for large-scale farms.
    • Q2 2025: Raven Industries wins contract to supply autonomous sprayers to Australian agri-cooperative Raven Industries secured a contract with a major Australian agricultural cooperative to deliver autonomous sprayer systems, marking a significant expansion of its digital agriculture footprint in the Asia-Pacific region.
    • Q2 2025: XAG launches drone-based crop monitoring service in Europe Chinese agtech company XAG introduced a new drone service for real-time crop monitoring and data analytics, targeting European farmers seeking to adopt digital agriculture technologies.

    Future Outlook

    Digital Agriculture Market Future Outlook

    <p>The Digital Agriculture Market is projected to grow at a 5.14% CAGR from 2025 to 2035, driven by technological advancements, increasing demand for food security, and sustainable farming practices.</p>

    New opportunities lie in:

    • <p>Develop precision agriculture solutions utilizing AI for enhanced crop yield predictions. Invest in IoT devices for real-time soil and weather monitoring to optimize resource use. Create <a href="https://www.marketresearchfuture.com/reports/data-analytics-market-1689">data analytics platforms</a> for farmers to improve decision-making and operational efficiency.</p>

    <p>By 2035, the Digital Agriculture Market is expected to be a pivotal component of global food production systems.</p>

    Market Segmentation

    Digital Agriculture Regional Outlook

    • {""=>["US"
    • "Canada"]}
    • {""=>["Germany"
    • "France"
    • "UK"
    • "Italy"
    • "Spain"
    • "Rest of Europe"]}
    • {""=>["China"
    • "Japan"
    • "India"
    • "Australia"
    • "South Korea"
    • "Rest of Asia-Pacific"]}
    • {""=>["Middle East"
    • "Africa"
    • "Latin America"]}

    Digital Agriculture Component Outlook

    • Hardware
    • Software
    • Services

    Digital Agriculture Deployment Outlook

    • Cloud
    • On-premises

    Digital Agriculture Application Outlook

    • Yield monitoring
    • Field mapping
    • Crop monitoring
    • Livestock monitoring
    • Real-time safety testing
    • Soil monitoring
    • Precision farming

    Report Scope

    Report Attribute/MetricDetails
    Market Size 2024USD 9.531 Billion
    Market Size 203516.55 (Value (USD Billion))
    Compound Annual Growth Rate (CAGR)5.14% (2025 - 2035)
    Base Year2024
    Market Forecast Period2025 - 2035
    Historical Data2018- 2022
    Market Forecast UnitsValue (USD Billion)
    Report CoverageRevenue Forecast, Market Competitive Landscape, Growth Factors, and Trends
    Segments CoveredComponent, Application, Deployment, and Region
    Geographies CoveredNorth America, Europe, Asia Pacific, and the Rest of the World
    Countries CoveredThe US, Canada, German, France, UK, Italy, Spain, China, Japan, India, Australia, South Korea, and Brazil
    Key Companies Profiled AGCO Corporation (US), Deere & Company (US), IBM Corporation (US), Microsoft Corporation (US)
    Key Market Opportunitiesthe growing capacity for progressing several SDGs, the capacity to boost effectiveness and generate fresh market possibilities, and the growing adoption of modern technology in the farming industry are all possibilities for market participants.
    Key Market DynamicsGrowing demand for high production and better crop quality
    Market Size 202510.02 (Value (USD Billion))

    Market Highlights

    Author

    Shubham Munde
    Research Analyst Level II

    She holds an experience of about 6+ years in market research and business consulting, working under the spectrum of information communication technology, telecommunications and semiconductor domains. aarti conceptualizes and implements a scalable business strategy and provides strategic leadership to the clients. her expertise lies in market estimation, competitive intelligence, pipeline analysis, customer assessment, etc.

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    FAQs

    How much is the Digital Agriculture market?

    The Digital Agriculture market size was valued at USD 9 Billion in 2023.

    What is the growth rate of the Digital Agriculture market?

    The Digital Agriculture market is estimated to grow at a CAGR of 5.14% during the projected timeframe.

    Which region in the Digital Agriculture market holds the highest market share?

    North American area has the highest percentage of the market.

    Who are the key players in the Digital Agriculture market?

    The key players in the Digital Agriculture Market are AGCO Corporation (US), Deere &amp; Company (US), IBM Corporation (US) Microsoft Corporation (US).

    Which Component led the Digital Agriculture market?

    The hardware category dominated the market in 2022.

    Which application has the largest market share in the Digital Agriculture market?

    Precision farming had the largest share of the market.

    1. Table of Contents
    2. Executive Summary
      1. Market Attractiveness Analysis
        1. Global Digital AgricultureMarket, by Application
        2. Global Digital Agriculture Market, by Component
        3. Global Digital Agriculture Market, by Deployment
        4. Global Digital AgricultureMarket, by Region
    3. Market Introduction
      1. Definition
      2. Scope of the Study
      3. Market Structure
    4. Research Methodology
      1. Research Process
      2. Primary Research
      3. Secondary Research
      4. Market Size Estimation
      5. Forecast Model
      6. List of Assumptions
    5. MARKET DYNAMICS
      1. Introduction
      2. Drivers
        1. Increasing Requirement for High Productivity and Improved Crop Health
        2. Growing Shortage of Farm Labour
        3. Growing Concerns of Food Security & Nutrition
      3. Restraint
        1. Complex System of Application& High Costs
        2. Lack of Technical Knowledge for Effective Utilization
      4. Opportunity
        1. Growing Potential to Advance Many Sustainable Development Goals (SDGs)
        2. Ability to Increase Efficiency and Create New Market Opportunities
        3. Increasing Penetration of Application in Agriculture Sector
      5. Impact of COVID-19
        1. Impact of COVID-19 on the Agriculture Sector
        2. Acceleration of Digital Agriculture Amidst the Pandemic
        3. Impact of COVID-19 on Food Supply Chain
    6. MARKET FACTOR ANALYSIS
      1. Value Chain Analysis/Supply Chain Analysis
      2. Porter’s Five Forces Model
        1. Bargaining Power of Suppliers
        2. Bargaining Power of Buyers
        3. Threat of New Entrants
        4. Threat of Substitutes
        5. Intensity of Rivalry
    7. GLOBAL DIGITAL AGRICULTURE MARKET, BY COMPONENT
      1. Introduction
        1. Hardware
        2. Software
        3. Services
    8. GLOBAL DIGITAL AGRICULTURE MARKET, BY APPLICATION
      1. Introduction
      2. Yield Monitoring
      3. Field Monitoring
      4. Crop Scouting
      5. Livestock Monitoring
      6. Real-Time Safety Testing
      7. Soil Monitoring
      8. Precision Farming
      9. Others (Weather Tracking, Drone Analytics, etc.)
    9. GLOBAL DIGITAL AGRICULTURE MARKET, BY DEPLOYMENT
      1. Introduction
      2. Cloud
      3. On-Premise
    10. GLOBAL DIGITAL AGRICULTUREMARKET, BY REGION
      1. Introduction
      2. North America
        1. Market Size & Estimates, by Application, 2023-2032
        2. Market Size & Estimates, by Component, 2023-2032
        3. Market Size & Estimates, by Deployment, 2023-2032
        4. Market Size & Estimates, by Region, 2023-2032
        5. US
        6. Canada
        7. Mexico
      3. Europe
        1. Market Size & Estimates, by Country, 2023-2032
        2. Market Size & Estimates, by Application, 2023-2032
        3. Market Size & Estimates, by Component, 2023-2032
        4. Market Size & Estimates, by Deployment, 2023-2032
        5. Market Size & Estimates, by Region, 2023-2032
        6. Germany
        7. France
        8. UK
        9. Rest of Europe
      4. Asia-Pacific
        1. Market Size & Estimates, by Country, 2023-2032
        2. Market Size & Estimates, by Application, 2023-2032
        3. Market Size & Estimates, by Component, 2023-2032
        4. Market Size & Estimates, by Deployment, 2023-2032
        5. Markket Size & Estimates, by Region, 2023-2032
        6. China
        7. Japan
        8. India
        9. Rest of Asia-Pacific
      5. Middle East & Africa
        1. Market Size & Estimates, by Application, 2023-2032
      6. South America
        1. Market Size & Estimates, by Application, 2023-2032
    11. Competitive Landscape
      1. Introduction
      2. KeyPlayersMarket Share Analysis, 2020 (%)
      3. Competitive Benchmarking
      4. Competitor Dashboard
      5. Major Growth Strategy in the Market
      6. Key Developments & Growth Strategies
        1. Product Developments
        2. Mergers & Acquisitions
        3. Contracts & Agreements
    12. COMPANY PROFILES
      1. Gameya SA
        1. Company Overview
        2. Financial Overview
        3. Products Offered
        4. Key Developments
        5. SWOT Analysis
        6. Key Strategies
      2. Easy Tosse Agtech
        1. Company Overview
        2. Financial Overview
        3. Products Offered
        4. Key Developments
        5. SWOT Analysis
        6. Key Strategies
      3. AGCO Corporation
        1. Company Overview
        2. Financial Overview
        3. Products Offered
        4. Key Developments
        5. SWOT Analysis
        6. Key Strategies
      4. IBM Corporation
        1. Company Overview
        2. Financial Overview
        3. Products Offered
        4. Key Developments
        5. SWOT Analysis
        6. Key Strategies
      5. Microsoft Corporation
        1. Company Overview
        2. Financial Overview
        3. Products Offered
        4. Key Developments
        5. SWOT Analysis
        6. Key Strategies
      6. Small Robot Company
        1. Company Overview
        2. Financial Overview
        3. Products Offered
        4. Key Developments
        5. SWOT Analysis
        6. Key Strategies
      7. Hummingbird Technologies Limited
        1. Company Overview
        2. Financial Overview
        3. Products Offered
        4. Key Developments
        5. SWOT Analysis
        6. Key Strategies
      8. Deere & Company
        1. Company Overview
        2. Financial Overview
        3. Products Offered
        4. Key Developments
        5. SWOT Analysis
        6. Key Strategies
      9. Bayer Crop Science AG
        1. Company Overview
        2. Financial Overview
        3. Products Offered
        4. Key Developments
        5. SWOT Analysis
        6. Key Strategies
      10. Consercis Corporation
        1. Company Overview
        2. Financial Overview
        3. Products Offered
        4. Key Developments
        5. SWOT Analysis
        6. Key Strategies
      11. Raven Industries
        1. Company Overview
        2. Financial Overview
        3. Products Offered
        4. Key Developments
        5. SWOT Analysis
        6. Key Strategies
      12. Trimble Inc.
        1. Company Overview
        2. Financial Overview
        3. Products Offered
        4. Key Developments
        5. SWOT Analysis
        6. Key Strategies
      13. DTN (Clean AG Solution)
        1. Company Overview
        2. Financial Overview
        3. Products Offered
        4. Key Developments
        5. SWOT Analysis
        6. Key Strategies
      14. Case IH Agriculture (CNH Industrial America LLC)
        1. Company Overview
        2. Financial Overview
        3. Products Offered
        4. Key Developments
        5. SWOT Analysis
        6. Key Strategies
      15. Farmers Edge
        1. Company Overview
        2. Financial Overview
        3. Products Offered
        4. Key Developments
        5. SWOT Analysis
        6. Key Strategies
      16. Agri Webb
        1. Company Overview
        2. Financial Overview
        3. Products Offered
        4. Key Developments
        5. SWOT Analysis
        6. Key Strategies
    13. APPENDIX
      1. Discussion Blueprint
    14. List of Tables and Figures
      1. LIST OF TABLES
      2. TABLE 1 LIST OF ASSUMPTIONS
      3. TABLE 2 GLOBAL DIGITAL AGRICULTURE MARKET, BY APPLICATION, 2023-2032 (USD MILLION)
      4. TABLE 3 GLOBAL DIGITAL AGRICULTURE MARKET, BY COMPONENTS, 2023-2032 (USD MILLION)
      5. TABLE 4 GLOBAL DIGITAL AGRICULTURE MARKET, BY DEPLOYMENT, 2023-2032 (USD MILLION)
      6. TABLE 5 GLOBAL DIGITAL AGRICULTURE MARKET, BY REGION, 2023-2032 (USD MILLION)
      7. TABLE 6 NORTH AMERICA: DIGITAL AGRICULTURE MARKET, BY COUNTRY, 2023-2032 (USD MILLION)
      8. TABLE 7 NORTH AMERICA : DIGITAL AGRICULTURE MARKET, BY APPLICATION, 2023-2032 (USD MILLION)
      9. TABLE 8 NORTH AMERICA: DIGITAL AGRICULTURE MARKET, BY COMPONENTS, 2023-2032 (USD MILLION)
      10. TABLE 9 NORTH AMERICA: DIGITAL AGRICULTURE MARKET, BY DEPLOYMENT, 2023-2032 (USD MILLION)
      11. TABLE 10 US: DIGITAL AGRICULTURE MARKET, BY APPLICATION, 2023-2032 (USD MILLION)
      12. TABLE 11 US: DIGITAL AGRICULTURE MARKET, BY COMPONENTS, 2023-2032 (USD MILLION)
      13. TABLE 12 US: DIGITAL AGRICULTURE MARKET, BY DEPLOYMENT, 2023-2032 (USD MILLION)
      14. TABLE 13 CANADA: DIGITAL AGRICULTURE MARKET, BY APPLICATION, 2023-2032 (USD MILLION)
      15. TABLE 14 CANADA: DIGITAL AGRICULTURE MARKET, BY COMPONENTS, 2023-2032 (USD MILLION)
      16. TABLE 15 CANADA: DIGITAL AGRICULTURE MARKET, BY DEPLOYMENT, 2023-2032 (USD MILLION)
      17. TABLE 16 MEXICO: DIGITAL AGRICULTURE MARKET, BY APPLICATION, 2023-2032 (USD MILLION)
      18. TABLE 17 MEXICO: DIGITAL AGRICULTURE MARKET, BY COMPONENTS, 2023-2032 (USD MILLION)
      19. TABLE 18 MEXICO: DIGITAL AGRICULTURE MARKET, BY DEPLOYMENT, 2023-2032 (USD MILLION)
      20. TABLE 19 EUROPE: DIGITAL AGRICULTURE MARKET, BY COUNTRY, 2023-2032 (USD MILLION)
      21. TABLE 20 EUROPE: DIGITAL AGRICULTURE MARKET, BY APPLICATION, 2023-2032 (USD MILLION)
      22. TABLE 21 EUROPE: DIGITAL AGRICULTURE MARKET, BY COMPONENTS, 2023-2032 (USD MILLION)
      23. TABLE 22 EUROPE: DIGITAL AGRICULTURE MARKET, BY DEPLOYMENT, 2023-2032 (USD MILLION)
      24. TABLE 23 UK: DIGITAL AGRICULTURE MARKET, BY APPLICATION, 2023-2032 (USD MILLION)
      25. TABLE 24 UK: DIGITAL AGRICULTURE MARKET, BY COMPONENTS, 2023-2032 (USD MILLION)
      26. TABLE 25 UK: DIGITAL AGRICULTURE MARKET, BY DEPLOYMENT, 2023-2032 (USD MILLION)
      27. TABLE 26 GERMANY: DIGITAL AGRICULTURE MARKET, BY APPLICATION, 2023-2032 (USD MILLION)
      28. TABLE 27 GERMANY: DIGITAL AGRICULTURE MARKET, BY COMPONENTS, 2023-2032 (USD MILLION)
      29. TABLE 28 GERMANY: DIGITAL AGRICULTURE MARKET, BY DEPLOYMENT, 2023-2032 (USD MILLION)
      30. TABLE 29 FRANCE: DIGITAL AGRICULTURE MARKET, BY APPLICATION, 2023-2032 (USD MILLION) TABLE30 FRANCE: DIGITAL AGRICULTURE MARKET, BY COMPONENTS, 2023-2032 (USD MILLION)
      31. TABLE 31 FRANCE: DIGITAL AGRICULTURE MARKET, BY DEPLOYMENT, 2023-2032 (USD MILLION)
      32. TABLE 32 REST OF EUROPE: DIGITAL AGRICULTURE MARKET, BY APPLICATION, 2023-2032 (USD MILLION)
      33. TABLE 33 REST OF EUROPE: DIGITAL AGRICULTURE MARKET, BY COMPONENTS, 2023-2032 (USD MILLION)
      34. TABLE 34 REST OF EUROPE: DIGITAL AGRICULTURE MARKET, BY DEPLOYMENT, 2023-2032 (USD MILLION)
      35. TABLE 35 ASIA-PACIFIC: DIGITAL AGRICULTURE MARKET, BY COUNTRY, 2023-2032 (USD MILLION)
      36. TABLE 36 ASIA-PACIFIC: DIGITAL AGRICULTURE MARKET, BY APPLICATION, 2023-2032 (USD MILLION)
      37. TABLE 37 ASIA-PACIFIC: DIGITAL AGRICULTURE MARKET, BY COMPONENTS, 2023-2032 (USD MILLION)
      38. TABLE 38 ASIA-PACIFIC: DIGITAL AGRICULTURE MARKET, BY DEPLOYMENT, 2023-2032 (USD MILLION)
      39. TABLE 39 CHINA: DIGITAL AGRICULTURE MARKET, BY APPLICATION, 2023-2032 (USD MILLION)
      40. TABLE 40 CHINA: DIGITAL AGRICULTURE MARKET, BY COMPONENTS, 2023-2032 (USD MILLION)
      41. TABLE 41 CHINA: DIGITAL AGRICULTURE MARKET, BY DEPLOYMENT, 2023-2032 (USD MILLION)
      42. TABLE 42 INDIA: DIGITAL AGRICULTURE MARKET, BY APPLICATION, 2023-2032 (USD MILLION)
      43. TABLE 43 INDIA: DIGITAL AGRICULTURE MARKET, BY COMPONENTS, 2023-2032 (USD MILLION)
      44. TABLE 44 INDIA: DIGITAL AGRICULTURE MARKET, BY DEPLOYMENT, 2023-2032 (USD MILLION)
      45. TABLE 45 JAPAN: DIGITAL AGRICULTURE MARKET, BY APPLICATION, 2023-2032 (USD MILLION)
      46. TABLE 46 JAPAN: DIGITAL AGRICULTURE MARKET, BY COMPONENTS, 2023-2032 (USD MILLION)
      47. TABLE 47 JAPAN: DIGITAL AGRICULTURE MARKET, BY DEPLOYMENT, 2023-2032 (USD MILLION)
      48. TABLE 48 REST OF ASIA-PACIFIC: DIGITAL AGRICULTURE MARKET, BY APPLICATION, 2023-2032 (USD MILLION)
      49. TABLE 49 REST OF ASIA-PACIFIC: DIGITAL AGRICULTURE MARKET, BY COMPONENTS, 2023-2032 (USD MILLION)
      50. TABLE 50 REST OF ASIA-PACIFIC: DIGITAL AGRICULTURE MARKET, BY DEPLOYMENT, 2023-2032 (USD MILLION)
      51. TABLE 51 MIDDLE EAST & AFRICA: DIGITAL AGRICULTURE MARKET, BY APPLICATION, 2023-2032 (USD MILLION)
      52. TABLE 52 MIDDLE EAST & AFRICA: DIGITAL AGRICULTURE MARKET, BY COMPONENTS, 2023-2032 (USD MILLION)
      53. TABLE 53 MIDDLE EAST & AFRICA: DIGITAL AGRICULTURE MARKET, BY DEPLOYMENT, 2023-2032 (USD MILLION)
      54. TABLE 54 SOUTH AMERICA: DIGITAL AGRICULTURE MARKET, BY APPLICATION, 2023-2032 (USD MILLION)
      55. TABLE 55 SOUTH AMERICA: DIGITAL AGRICULTURE MARKET, BY COMPONENTS, 2023-2032 (USD MILLION)
      56. TABLE 56 SOUTH AMERICA: DIGITAL AGRICULTURE MARKET, BY DEPLOYMENT, 2023-2032 (USD MILLION)   LIST OF FIGURES
      57. FIGURE 1 MARKET SYNOPSIS
      58. FIGURE 2 RESEARCH PROCESS OF MRFR
      59. FIGURE 3 TOP-DOWN AND Bottom-up ApproachES
      60. FIGURE 4 GLOBAL DIGITAL AGRICULTURE MARKET, BY APPLICATION, 2023-2032 (USD MILLION)
      61. FIGURE 5 GLOBAL DIGITAL AGRICULTUREMarket, BY COMPONENTS, 2023-2032 (USD MILLION)
      62. FIGURE 6 GLOBAL DIGITAL AGRICULTURE Market, BY DEPLOYMENT, 2023-2032 (USD MILLION)
      63. FIGURE 7 GLOBAL DIGITAL AGRICULTURE MARKET, BY REGION, 2023-2032 (USD MILLION)
      64. FIGURE 8 NORTH AMERICA: DIGITAL AGRICULTURE MARKET, BY COUNTRY, 2023-2032 (USD MILLION)
      65. FIGURE 9 NORTH AMERICA: DIGITAL AGRICULTURE MARKET, BY APPLICATION, 2023-2032 (USD MILLION)
      66. FIGURE 10 NORTH AMERICA: DIGITAL AGRICULTUREMARKET, BY COMPONENTS, 2023-2032 (USD MILLION)
      67. FIGURE 11 NORTH AMERICA: DIGITAL AGRICULTUREMARKET, BY DEPLOYMENT, 2023-2032 (USD MILLION)
      68. FIGURE 12 EUROPE: DIGITAL AGRICULTURE MARKET, BY COUNTRY, 2023-2032 (USD MILLION)
      69. FIGURE 13 EUROPE: DIGITAL AGRICULTURE MARKET, BY APPLICATION, 2023-2032 (USD MILLION)
      70. FIGURE 14 EUROPE: DIGITAL AGRICULTUREMARKET, BY COMPONENTS, 2023-2032 (USD MILLION)
      71. FIGURE 15 EUROPE: DIGITAL AGRICULTUREMARKET, BY DEPLOYMENT, 2023-2032 (USD MILLION)
      72. FIGURE 16 ASIA-PACIFIC: DIGITAL AGRICULTURE MARKET, BY COUNTRY, 2023-2032 (USD MILLION)
      73. FIGURE 17 ASIA-PACIFIC: DIGITAL AGRICULTURE MARKET, BY APPLICATION, 2023-2032 (USD MILLION)
      74. FIGURE 18 ASIA-PACIFIC: DIGITAL AGRICULTURE MARKET, BY COMPONENTS, 2023-2032 (USD MILLION)
      75. FIGURE 19 ASIA-PACIFIC: DIGITAL AGRICULTURE MARKET, BY DEPLOYMENT, 2023-2032 (USD MILLION)
      76. FIGURE 20 MIDDLE EAST &AFRICA: DIGITAL AGRICULTURE MARKET, BY APPLICATION, 2023-2032 (USD MILLION)
      77. FIGURE 21 MIDDLE EAST & AFRICA: DIGITAL AGRICULTURE MARKET, BY APPLICATION, 2023-2032 (USD MILLION)
      78. FIGURE 22 MIDDLE EAST & AFRICA: DIGITAL AGRICULTURE MARKET, BY COMPONENTS, 2023-2032 (USD MILLION)
      79. FIGURE 23 MIDDLE EAST & AFRICA: DIGITAL AGRICULTURE MARKET, BY DEPLOYMENT, 2023-2032 (USD MILLION)
      80. FIGURE 24 SOUTH AMERICA: DIGITAL AGRICULTURE MARKET, BY APPLICATION, 2023-2032 (USD MILLION)
      81. FIGURE 25 SOUTH AMERICA: DIGITAL AGRICULTURE MARKET, BY APPLICATION, 2023-2032 (USD MILLION)
      82. FIGURE 26 SOUTH AMERICA: DIGITAL AGRICULTURE MARKET, BY COMPONENTS, 2023-2032 (USD MILLION)
      83. FIGURE 27 SOUTH AMERICA: DIGITAL AGRICULTURE MARKET, BY DEPLOYMENT, 2023-2032 (USD MILLION)

    Digital Agriculture Market Segmentation

    Digital Agriculture Component Outlook (USD Billion, 2018-2032)

    Hardware

    Software

    Services

    Digital Agriculture Application Outlook (USD Billion, 2018-2032)

    Yield monitoring

    Field mapping

    Crop monitoring

    Livestock monitoring

    Real-time safety testing

    Soil monitoring

    Precision farming

    Digital Agriculture Deployment Outlook (USD Billion, 2018-2032)

    Cloud

    On-premises

    Digital Agriculture Regional Outlook (USD Billion, 2018-2032)

    North America Outlook (USD Billion, 2018-2032)

    North America Digital Agriculture by Component

    Hardware

    Software

    Services

    North America Digital Agriculture by Application

    Yield monitoring

    Field mapping

    Crop monitoring

    Livestock monitoring

    Real-time safety testing

    Soil monitoring

    Precision farming

    North America Digital Agriculture by Deployment

    Cloud

    On-premises

    US Outlook (USD Billion, 2018-2032)

    US Digital Agriculture by Component

    Hardware

    Software

    Services

    US Digital Agriculture by Application

    Yield monitoring

    Field mapping

    Crop monitoring

    Livestock monitoring

    Real-time safety testing

    Soil monitoring

    Precision farming

    US Digital Agriculture by Deployment

    Cloud

    On-premises

    Canada Outlook (USD Billion, 2018-2032)

    Canada Digital Agriculture by Component

    Hardware

    Software

    Services

    Canada Digital Agriculture by Application

    Yield monitoring

    Field mapping

    Crop monitoring

    Livestock monitoring

    Real-time safety testing

    Soil monitoring

    Precision farming

    Canada Digital Agriculture by Deployment

    Cloud

    On-premises

    Europe Outlook (USD Billion, 2018-2032)

    Europe Digital Agriculture by Component

    Hardware

    Software

    Services

    Europe Digital Agriculture by Application

    Yield monitoring

    Field mapping

    Crop monitoring

    Livestock monitoring

    Real-time safety testing

    Soil monitoring

    Precision farming

    Europe Digital Agriculture by Deployment

    Cloud

    On-premises

    Germany Outlook (USD Billion, 2018-2032)

    Germany Digital Agriculture by Component

    Hardware

    Software

    Services

    Germany Digital Agriculture by Application

    Yield monitoring

    Field mapping

    Crop monitoring

    Livestock monitoring

    Real-time safety testing

    Soil monitoring

    Precision farming

    Germany Digital Agriculture by Deployment

    Cloud

    On-premises

    France Outlook (USD Billion, 2018-2032)

    France Digital Agriculture by Component

    Hardware

    Software

    Services

    France Digital Agriculture by Application

    Yield monitoring

    Field mapping

    Crop monitoring

    Livestock monitoring

    Real-time safety testing

    Soil monitoring

    Precision farming

    France Digital Agriculture by Deployment

    Cloud

    On-premises

    UK Outlook (USD Billion, 2018-2032)

    UK Digital Agriculture by Component

    Hardware

    Software

    Services

    UK Digital Agriculture by Application

    Yield monitoring

    Field mapping

    Crop monitoring

    Livestock monitoring

    Real-time safety testing

    Soil monitoring

    Precision farming

    UK Digital Agriculture by Deployment

    Cloud

    On-premises

    Italy Outlook (USD Billion, 2018-2032)

    Italy Digital Agriculture by Component

    Hardware

    Software

    Services

    Italy Digital Agriculture by Application

    Yield monitoring

    Field mapping

    Crop monitoring

    Livestock monitoring

    Real-time safety testing

    Soil monitoring

    Precision farming

    Italy Digital Agriculture by Deployment

    Cloud

    On-premises

    Spain Outlook (USD Billion, 2018-2032)

    Spain Digital Agriculture by Component

    Hardware

    Software

    Services

    Spain Digital Agriculture by Application

    Yield monitoring

    Field mapping

    Crop monitoring

    Livestock monitoring

    Real-time safety testing

    Soil monitoring

    Precision farming

    Spain Digital Agriculture by Deployment

    Cloud

    On-premises

    Rest Of Europe Outlook (USD Billion, 2018-2032)

    Rest Of Europe Digital Agriculture by Component

    Hardware

    Software

    Services

    Rest Of Europe Digital Agriculture by Application

    Yield monitoring

    Field mapping

    Crop monitoring

    Livestock monitoring

    Real-time safety testing

    Soil monitoring

    Precision farming

    Rest Of Europe Digital Agriculture by Deployment

    Cloud

    On-premises

    Asia-Pacific Outlook (USD Billion, 2018-2032)

    Asia-Pacific Digital Agriculture by Component

    Hardware

    Software

    Services

    Asia-Pacific Digital Agriculture by Application

    Yield monitoring

    Field mapping

    Crop monitoring

    Livestock monitoring

    Real-time safety testing

    Soil monitoring

    Precision farming

    Asia-Pacific Digital Agriculture by Deployment

    Cloud

    On-premises

    China Outlook (USD Billion, 2018-2032)

    China Digital Agriculture by Component

    Hardware

    Software

    Services

    China Digital Agriculture by Application

    Yield monitoring

    Field mapping

    Crop monitoring

    Livestock monitoring

    Real-time safety testing

    Soil monitoring

    Precision farming

    China Digital Agriculture by Deployment

    Cloud

    On-premises

    Japan Outlook (USD Billion, 2018-2032)

    Japan Digital Agriculture by Component

    Hardware

    Software

    Services

    Japan Digital Agriculture by Application

    Yield monitoring

    Field mapping

    Crop monitoring

    Livestock monitoring

    Real-time safety testing

    Soil monitoring

    Precision farming

    Japan Digital Agriculture by Deployment

    Cloud

    On-premises

    India Outlook (USD Billion, 2018-2032)

    India Digital Agriculture by Component

    Hardware

    Software

    Services

    India Digital Agriculture by Application

    Yield monitoring

    Field mapping

    Crop monitoring

    Livestock monitoring

    Real-time safety testing

    Soil monitoring

    Precision farming

    India Digital Agriculture by Deployment

    Cloud

    On-premises

    Australia Outlook (USD Billion, 2018-2032)

    Australia Digital Agriculture by Component

    Hardware

    Software

    Services

    Australia Digital Agriculture by Application

    Yield monitoring

    Field mapping

    Crop monitoring

    Livestock monitoring

    Real-time safety testing

    Soil monitoring

    Precision farming

    Australia Digital Agriculture by Deployment

    Cloud

    On-premises

    Rest of Asia-Pacific Outlook (USD Billion, 2018-2032)

    Rest of Asia-Pacific Digital Agriculture by Component

    Hardware

    Software

    Services

    Rest of Asia-Pacific Digital Agriculture by Application

    Yield monitoring

    Field mapping

    Crop monitoring

    Livestock monitoring

    Real-time safety testing

    Soil monitoring

    Precision farming

    Rest of Asia-Pacific Digital Agriculture by Deployment

    Cloud

    On-premises

    Rest of the World Outlook (USD Billion, 2018-2032)

    Rest of the World Digital Agriculture by Component

    Hardware

    Software

    Services

    Rest of the World Digital Agriculture by Application

    Yield monitoring

    Field mapping

    Crop monitoring

    Livestock monitoring

    Real-time safety testing

    Soil monitoring

    Precision farming

    Rest of the World Digital Agriculture by Deployment

    Cloud

    On-premises

    Middle East Outlook (USD Billion, 2018-2032)

    Middle East Digital Agriculture by Component

    Hardware

    Software

    Services

    Middle East Digital Agriculture by Application

    Yield monitoring

    Field mapping

    Crop monitoring

    Livestock monitoring

    Real-time safety testing

    Soil monitoring

    Precision farming

    Middle East Digital Agriculture by Deployment

    Cloud

    On-premises

    Africa Outlook (USD Billion, 2018-2032)

    Africa Digital Agriculture by Component

    Hardware

    Software

    Services

    Africa Digital Agriculture by Application

    Yield monitoring

    Field mapping

    Crop monitoring

    Livestock monitoring

    Real-time safety testing

    Soil monitoring

    Precision farming

    Africa Digital Agriculture by Deployment

    Cloud

    On-premises

    Latin America Outlook (USD Billion, 2018-2032)

    Latin America Digital Agriculture by Component

    Hardware

    Software

    Services

    Latin America Digital Agriculture by Application

    Yield monitoring

    Field mapping

    Crop monitoring

    Livestock monitoring

    Real-time safety testing

    Soil monitoring

    Precision farming

    Latin America Digital Agriculture by Deployment

    Cloud

    On-premises

    Infographic

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