Global Digital Agriculture Market Size, Share & Trends Analysis Report By Application, By Technology, By Component, By Regional Outlook and Forecast, 2024 - 2031

The Global Digital Agriculture Market size is expected to reach $38.16 billion by 2031, rising at a market growth of 9.9% CAGR during the forecast period.

Early technological adoption, a well-established agricultural infrastructure, and significant investments in precision farming and smart agriculture solutions drive the North America segment. Farmers in the U.S. and Canada leverage advanced technologies such as IoT, AI, drones, and automation to enhance productivity, reduce costs, and meet sustainability goals. Thus, the North America segment procured 35% revenue share in the market in 2023.  Government initiatives and subsidies encouraging the adoption of digital farming practices, with widespread access to high-speed internet connectivity and strong research and development (R&D) capabilities, have further accelerated market growth in this region.

The major strategies followed by the market participants are product launches as the key developmental strategy to keep pace with the changing demands of end users. For instance, In 2025, February, BASF SE unveiled three farming solutions, including Xarvio Field Manager for Fruits and Veggies, a digital crop optimization platform. BASF integrates seeds, crop protection, and digital intelligence to enhance yield and efficiency. The company aims to expand its support for fruit and vegetable growers worldwide. Additionally, In December, 2024, Bayer AG unveiled FieldView in Mexico, expanding its digital agriculture platform to optimize crop management. Used in 27+ countries, FieldView helps farmers analyze real-time data, improve efficiency, and enhance sustainability. Bayer aims to strengthen Mexican agriculture by maximizing resources and supporting informed decision-making.

KBV Cardinal Matrix - Market Competition Analysis

Based on the Analysis presented in the KBV Cardinal matrix; Microsoft Corporation is the forerunner in the Digital Agriculture Market. Companies such as Deere & Company, IBM Corporation and Wipro Limited are some of the key innovators in Digital Agriculture Market.

Market Growth Factors

Precision farming, also known as precision agriculture, leverages advanced technologies such as Global Positioning System (GPS), Internet of Things (IoT), and Artificial Intelligence (AI) to enhance agricultural practices. Precision farming allows for the optimization of inputs such as water and fertilizers in accordance with specific field conditions through the use of GPS-guided machinery and data analytics. Higher crop yields and more effective use of resources are the outcomes of this. Hence, the benefits of precision farming are augmenting the demand for digital agriculture solutions.

Additionally, by formulating supportive policies, governments can encourage the integration of advanced technologies into agriculture, leading to increased efficiency and sustainability. For instance, a study highlighted that repurposing a small portion of government agricultural spending towards targeted expenditures on research and development (R&D) and incentives for innovation adoption could reduce poverty, lower the cost of healthy diets, and decrease the land required for agriculture. Thus, these factors are supporting the growth of the market.

Market Restraining Factors

The adoption of digital agriculture technologies comes with a significant financial burden, particularly for small and medium-scale farmers. Precision farming tools, IoT-enabled sensors, drones, satellite imaging, and automated irrigation systems are key innovations transforming the agricultural sector. However, these technologies require substantial upfront investments, including hardware, software, installation, and training costs. Unlike traditional farming practices that involve minimal technological infrastructure, digital agriculture demands a shift towards capital-intensive operations, which many farmers find difficult to afford. Hence, the high initial investment cost remains one of the most critical factors hampering the large-scale implementation of digital agriculture technologies.

The leading players in the market are competing with diverse innovative offerings to remain competitive in the market. The above illustration shows the percentage of revenue shared by some of the leading companies in the market. The leading players of the market are adopting various strategies in order to cater demand coming from the different industries. The key developmental strategies in the market are Acquisitions, and Partnerships & Collaborations.

Free Valuable Insights: Global Digital Agriculture Market size to reach USD 38.16 Billion by 2031

Application Outlook

On the basis of application, the market is divided into precision farming & farm management, livestock monitoring, supply chain management, financial management, and others. The precision farming & farm management segment acquired 29% revenue share in the market in 2023. With growing concerns over food security and sustainability, farmers are adopting precision farming tools to optimize input usage such as water, fertilizers, and pesticides, thereby reducing operational costs and environmental impact.

Technology Outlook

By technology, the market is segmented into AI, drones, IoT, automation, and others. The automation segment garnered 19% revenue share in the market in 2023. Automated machinery, including self-driving tractors, robotic harvesters, and automated irrigation systems, helps farmers perform repetitive tasks more precisely and consistently. Automation reduces operational costs, increases scalability, and enhances efficiency in large-scale farming operations.

Component Outlook

Based on component, the market is classified into hardware, software, and service. The hardware segment garnered 41% revenue share in the market in 2023. Equipment such as sensors, drones, automated irrigation systems, and GPS-guided machinery allow farmers to efficiently manage resources, reduce waste, and improve crop yields.

Market Competition and Attributes

The Digital Agriculture Market is highly competitive, driven by technological advancements, industry automation, and increasing demand for real-time process analysis. Key players focus on innovation, mergers, and acquisitions to expand market presence. Attributes influencing the market include precision, non-destructive analysis, speed, and adaptability to diverse industries such as pharmaceuticals, food & beverages, chemicals, and oil & gas. Integration of AI and IoT enhances spectroscopy applications, enabling real-time monitoring and predictive analytics, further fueling market growth and competition.

Regional Outlook

Region-wise, the market is analyzed across North America, Europe, Asia Pacific, and LAMEA. The Europe segment acquired 30% revenue share in the market in 2023. The Europe segment is primarily driven by stringent regulations on sustainable farming, environmental conservation, and food safety, which encourage the adoption of digital agriculture technologies. The European Union’s policies, including the Common Agricultural Policy (CAP) and the European Green Deal, promote precision farming, data-driven solutions, and eco-friendly agricultural practices.

Digital Agriculture Market Report Coverage

Report Attribute	Details
Market size value in 2023	USD 18.42 Billion
Market size forecast in 2031	USD 38.16 Billion
Base Year	2023
Historical Period	2020 to 2022
Forecast Period	2024 to 2031
Revenue Growth Rate	CAGR of 9.9% from 2024 to 2031
Number of Pages	294
Number of Tables	393
Report coverage	Market Trends, Revenue Estimation and Forecast, Segmentation Analysis, Regional and Country Breakdown, Competitive Landscape, Market Share Analysis, Porter’s 5 Forces Analysis, Company Profiling, Companies Strategic Developments, SWOT Analysis, Winning Imperatives
Segments covered	Application, Technology, Component, Region
Country scope	North America (US, Canada, Mexico, and Rest of North America) Europe (Germany, UK, France, Russia, Spain, Netherlands, and Rest of Europe) Asia Pacific (Japan, China, India, South Korea, Australia, Malaysia, and Rest of Asia Pacific) LAMEA (Brazil, Argentina, UAE, Saudi Arabia, South Africa, Nigeria, and Rest of LAMEA)
Companies Included	Microsoft Corporation, BASF SE, Indigo Ag, Inc., AGCO Corporation, Wipro Limited, Yara International ASA, Bayer AG, IBM Corporation, Trimble, Inc. and Deere & Company

Recent Strategies Deployed in the Market

• Feb-2025: BASF SE unveiled three farming solutions, including Xarvio Field Manager for Fruits and Veggies, a digital crop optimization platform. BASF integrates seeds, crop protection, and digital intelligence to enhance yield and efficiency. The company aims to expand its support for fruit and vegetable growers worldwide.
• Dec-2024: Bayer AG unveiled FieldView in Mexico, expanding its digital agriculture platform to optimize crop management. Used in 27+ countries, FieldView helps farmers analyze real-time data, improve efficiency, and enhance sustainability. Bayer aims to strengthen Mexican agriculture by maximizing resources and supporting informed decision-making.
• Dec-2024: IBM Corporation in partnership with Texas A&M AgriLife launched SWAT VEXA, an AI-powered virtual assistant for sustainable agriculture. Using Deep Search AI and SWAT modeling, it provides free access to 7,000+ studies and soil-water data, enabling smarter, faster decisions to enhance productivity, resilience, and climate adaptation.
• Nov-2024: Indigo Ag, Inc. teamed up with Truterra to streamline and expand ag sustainability solutions. They aim to create standardized frameworks, enhance farmer engagement, and simplify program selection. This will focus on carbon credits and Scope 3 programs, ensuring consistency and value for farmers, businesses, and the environment.
• Apr-2024: AGCO Corporation unveiled PTx, a new precision ag brand integrating Precision Planting and PTx Trimble. PTx offers retrofit and factory-fit solutions for farmers and OEMs, enhancing efficiency and connectivity. Led by Seth Crawford, it promises seamless, farmer-centric technologies to optimize yields, reduce waste, and advance AGCO’s tech-driven agricultural transformation.
• Mar-2024: Bayer AG unveiled a pilot for a GenAI system aimed at enhancing agricultural decision-making. Trained on Bayer’s proprietary data and insights, it provides quick, expert answers to complex agronomy and farm management questions. Developed with Microsoft and EY, it aims to democratize agronomic advice, benefiting smallholder farmers globally.
• Nov-2022: AGCO Corporation unveiled Geo-Bird, a brand-new online application designed to assist farmers worldwide in autonomously designing and refining their machine guiding lines for the Global Navigation Satellite System (GNSS).

List of Key Companies Profiled

• Microsoft Corporation
• BASF SE
• Indigo Ag, Inc.
• AGCO Corporation
• Wipro Limited
• Yara International ASA
• Bayer AG
• IBM Corporation
• Trimble, Inc.
• Deere & Company

Digital Agriculture Market Report Segmentation

By Application

• Precision Farming & Farm Management
• Livestock Monitoring
• Supply Chain Management
• Financial Management
• Other Application

By Technology

• IoT
• Automation
• AI
• Drones
• Other Technology

By Component

• Hardware
• Software
• Service

By Geography

• North America
  • US
  • Canada
  • Mexico
  • Rest of North America
• Europe
  • Germany
  • UK
  • France
  • Russia
  • Spain
  • Netherlands
  • Rest of Europe
• Asia Pacific
  • China
  • Japan
  • India
  • South Korea
  • Australia
  • Malaysia
  • Rest of Asia Pacific
• LAMEA
  • Brazil
  • Argentina
  • UAE
  • Saudi Arabia
  • South Africa
  • Nigeria
  • Rest of LAMEA

Chapter 1. Market Scope & Methodology
1.1 Market Definition
1.2 Objectives
1.3 Market Scope
1.4 Segmentation
1.4.1 Global Digital Agriculture Market, by Application
1.4.2 Global Digital Agriculture Market, by Technology
1.4.3 Global Digital Agriculture Market, by Component
1.4.4 Global Digital Agriculture Market, by Geography
1.5 Methodology for the research

Chapter 2. Market at a Glance
2.1 Key Highlights

Chapter 3. Market Overview
3.1 Introduction
3.1.1 Overview
3.1.1.1 Market Composition and Scenario
3.2 Key Factors Impacting the Market
3.2.1 Market Drivers
3.2.2 Market Restraints
3.2.3 Market Opportunities
3.2.4 Market Challenges

Chapter 4. Competition Analysis - Global
4.1 KBV Cardinal Matrix
4.2 Recent Industry Wide Strategic Developments
4.2.1 Partnerships, Collaborations and Agreements
4.2.2 Product Launches and Product Expansions
4.2.3 Acquisition and Mergers
4.3 Market Share Analysis, 2023
4.4 Top Winning Strategies
4.4.1 Key Leading Strategies: Percentage Distribution (2020-2024)
4.4.2 Key Strategic Move: (Product Launches and Product Expansions: 2022, Oct – 2025, Feb) Leading Players
4.5 Porter Five Forces Analysis

Chapter 5. Global Digital Agriculture Market by Application
5.1 Global Precision Farming & Farm Management Market by Region
5.2 Global Livestock Monitoring Market by Region
5.3 Global Supply Chain Management Market by Region
5.4 Global Financial Management Market by Region
5.5 Global Other Application Market by Region

Chapter 6. Global Digital Agriculture Market by Technology
6.1 Global IoT Market by Region
6.2 Global Automation Market by Region
6.3 Global AI Market by Region
6.4 Global Drones Market by Region
6.5 Global Other Technology Market by Region

Chapter 7. Global Digital Agriculture Market by Component
7.1 Global Hardware Market by Region
7.2 Global Software Market by Region
7.3 Global Service Market by Region

Chapter 8. Global Digital Agriculture Market by Region
8.1 North America Digital Agriculture Market
8.1.1 North America Digital Agriculture Market by Application
8.1.1.1 North America Precision Farming & Farm Management Market by Region
8.1.1.2 North America Livestock Monitoring Market by Region
8.1.1.3 North America Supply Chain Management Market by Region
8.1.1.4 North America Financial Management Market by Region
8.1.1.5 North America Other Application Market by Region
8.1.2 North America Digital Agriculture Market by Technology
8.1.2.1 North America IoT Market by Country
8.1.2.2 North America Automation Market by Country
8.1.2.3 North America AI Market by Country
8.1.2.4 North America Drones Market by Country
8.1.2.5 North America Other Technology Market by Country
8.1.3 North America Digital Agriculture Market by Component
8.1.3.1 North America Hardware Market by Country
8.1.3.2 North America Software Market by Country
8.1.3.3 North America Service Market by Country
8.1.4 North America Digital Agriculture Market by Country
8.1.4.1 US Digital Agriculture Market
8.1.4.1.1 US Digital Agriculture Market by Application
8.1.4.1.2 US Digital Agriculture Market by Technology
8.1.4.1.3 US Digital Agriculture Market by Component
8.1.4.2 Canada Digital Agriculture Market
8.1.4.2.1 Canada Digital Agriculture Market by Application
8.1.4.2.2 Canada Digital Agriculture Market by Technology
8.1.4.2.3 Canada Digital Agriculture Market by Component
8.1.4.3 Mexico Digital Agriculture Market
8.1.4.3.1 Mexico Digital Agriculture Market by Application
8.1.4.3.2 Mexico Digital Agriculture Market by Technology
8.1.4.3.3 Mexico Digital Agriculture Market by Component
8.1.4.4 Rest of North America Digital Agriculture Market
8.1.4.4.1 Rest of North America Digital Agriculture Market by Application
8.1.4.4.2 Rest of North America Digital Agriculture Market by Technology
8.1.4.4.3 Rest of North America Digital Agriculture Market by Component
8.2 Europe Digital Agriculture Market
8.2.1 Europe Digital Agriculture Market by Application
8.2.1.1 Europe Precision Farming & Farm Management Market by Country
8.2.1.2 Europe Livestock Monitoring Market by Country
8.2.1.3 Europe Supply Chain Management Market by Country
8.2.1.4 Europe Financial Management Market by Country
8.2.1.5 Europe Other Application Market by Country
8.2.2 Europe Digital Agriculture Market by Technology
8.2.2.1 Europe IoT Market by Country
8.2.2.2 Europe Automation Market by Country
8.2.2.3 Europe AI Market by Country
8.2.2.4 Europe Drones Market by Country
8.2.2.5 Europe Other Technology Market by Country
8.2.3 Europe Digital Agriculture Market by Component
8.2.3.1 Europe Hardware Market by Country
8.2.3.2 Europe Software Market by Country
8.2.3.3 Europe Service Market by Country
8.2.4 Europe Digital Agriculture Market by Country
8.2.4.1 Germany Digital Agriculture Market
8.2.4.1.1 Germany Digital Agriculture Market by Application
8.2.4.1.2 Germany Digital Agriculture Market by Technology
8.2.4.1.3 Germany Digital Agriculture Market by Component
8.2.4.2 UK Digital Agriculture Market
8.2.4.2.1 UK Digital Agriculture Market by Application
8.2.4.2.2 UK Digital Agriculture Market by Technology
8.2.4.2.3 UK Digital Agriculture Market by Component
8.2.4.3 France Digital Agriculture Market
8.2.4.3.1 France Digital Agriculture Market by Application
8.2.4.3.2 France Digital Agriculture Market by Technology
8.2.4.3.3 France Digital Agriculture Market by Component
8.2.4.4 Russia Digital Agriculture Market
8.2.4.4.1 Russia Digital Agriculture Market by Application
8.2.4.4.2 Russia Digital Agriculture Market by Technology
8.2.4.4.3 Russia Digital Agriculture Market by Component
8.2.4.5 Spain Digital Agriculture Market
8.2.4.5.1 Spain Digital Agriculture Market by Application
8.2.4.5.2 Spain Digital Agriculture Market by Technology
8.2.4.5.3 Spain Digital Agriculture Market by Component
8.2.4.6 Netherlands Digital Agriculture Market
8.2.4.6.1 Netherlands Digital Agriculture Market by Application
8.2.4.6.2 Netherlands Digital Agriculture Market by Technology
8.2.4.6.3 Netherlands Digital Agriculture Market by Component
8.2.4.7 Rest of Europe Digital Agriculture Market
8.2.4.7.1 Rest of Europe Digital Agriculture Market by Application
8.2.4.7.2 Rest of Europe Digital Agriculture Market by Technology
8.2.4.7.3 Rest of Europe Digital Agriculture Market by Component
8.3 Asia Pacific Digital Agriculture Market
8.3.1 Asia Pacific Digital Agriculture Market by Application
8.3.1.1 Asia Pacific Precision Farming & Farm Management Market by Country
8.3.1.2 Asia Pacific Livestock Monitoring Market by Country
8.3.1.3 Asia Pacific Supply Chain Management Market by Country
8.3.1.4 Asia Pacific Financial Management Market by Country
8.3.1.5 Asia Pacific Other Application Market by Country
8.3.2 Asia Pacific Digital Agriculture Market by Technology
8.3.2.1 Asia Pacific IoT Market by Country
8.3.2.2 Asia Pacific Automation Market by Country
8.3.2.3 Asia Pacific AI Market by Country
8.3.2.4 Asia Pacific Drones Market by Country
8.3.2.5 Asia Pacific Other Technology Market by Country
8.3.3 Asia Pacific Digital Agriculture Market by Component
8.3.3.1 Asia Pacific Hardware Market by Country
8.3.3.2 Asia Pacific Software Market by Country
8.3.3.3 Asia Pacific Service Market by Country
8.3.4 Asia Pacific Digital Agriculture Market by Country
8.3.4.1 China Digital Agriculture Market
8.3.4.1.1 China Digital Agriculture Market by Application
8.3.4.1.2 China Digital Agriculture Market by Technology
8.3.4.1.3 China Digital Agriculture Market by Component
8.3.4.2 Japan Digital Agriculture Market
8.3.4.2.1 Japan Digital Agriculture Market by Application
8.3.4.2.2 Japan Digital Agriculture Market by Technology
8.3.4.2.3 Japan Digital Agriculture Market by Component
8.3.4.3 India Digital Agriculture Market
8.3.4.3.1 India Digital Agriculture Market by Application
8.3.4.3.2 India Digital Agriculture Market by Technology
8.3.4.3.3 India Digital Agriculture Market by Component
8.3.4.4 South Korea Digital Agriculture Market
8.3.4.4.1 South Korea Digital Agriculture Market by Application
8.3.4.4.2 South Korea Digital Agriculture Market by Technology
8.3.4.4.3 South Korea Digital Agriculture Market by Component
8.3.4.5 Australia Digital Agriculture Market
8.3.4.5.1 Australia Digital Agriculture Market by Application
8.3.4.5.2 Australia Digital Agriculture Market by Technology
8.3.4.5.3 Australia Digital Agriculture Market by Component
8.3.4.6 Malaysia Digital Agriculture Market
8.3.4.6.1 Malaysia Digital Agriculture Market by Application
8.3.4.6.2 Malaysia Digital Agriculture Market by Technology
8.3.4.6.3 Malaysia Digital Agriculture Market by Component
8.3.4.7 Rest of Asia Pacific Digital Agriculture Market
8.3.4.7.1 Rest of Asia Pacific Digital Agriculture Market by Application
8.3.4.7.2 Rest of Asia Pacific Digital Agriculture Market by Technology
8.3.4.7.3 Rest of Asia Pacific Digital Agriculture Market by Component
8.4 LAMEA Digital Agriculture Market
8.4.1 LAMEA Digital Agriculture Market by Application
8.4.1.1 LAMEA Precision Farming & Farm Management Market by Country
8.4.1.2 LAMEA Livestock Monitoring Market by Country
8.4.1.3 LAMEA Supply Chain Management Market by Country
8.4.1.4 LAMEA Financial Management Market by Country
8.4.1.5 LAMEA Other Application Market by Country
8.4.2 LAMEA Digital Agriculture Market by Technology
8.4.2.1 LAMEA IoT Market by Country
8.4.2.2 LAMEA Automation Market by Country
8.4.2.3 LAMEA AI Market by Country
8.4.2.4 LAMEA Drones Market by Country
8.4.2.5 LAMEA Other Technology Market by Country
8.4.3 LAMEA Digital Agriculture Market by Component
8.4.3.1 LAMEA Hardware Market by Country
8.4.3.2 LAMEA Software Market by Country
8.4.3.3 LAMEA Service Market by Country
8.4.4 LAMEA Digital Agriculture Market by Country
8.4.4.1 Brazil Digital Agriculture Market
8.4.4.1.1 Brazil Digital Agriculture Market by Application
8.4.4.1.2 Brazil Digital Agriculture Market by Technology
8.4.4.1.3 Brazil Digital Agriculture Market by Component
8.4.4.2 Argentina Digital Agriculture Market
8.4.4.2.1 Argentina Digital Agriculture Market by Application
8.4.4.2.2 Argentina Digital Agriculture Market by Technology
8.4.4.2.3 Argentina Digital Agriculture Market by Component
8.4.4.3 UAE Digital Agriculture Market
8.4.4.3.1 UAE Digital Agriculture Market by Application
8.4.4.3.2 UAE Digital Agriculture Market by Technology
8.4.4.3.3 UAE Digital Agriculture Market by Component
8.4.4.4 Saudi Arabia Digital Agriculture Market
8.4.4.4.1 Saudi Arabia Digital Agriculture Market by Application
8.4.4.4.2 Saudi Arabia Digital Agriculture Market by Technology
8.4.4.4.3 Saudi Arabia Digital Agriculture Market by Component
8.4.4.5 South Africa Digital Agriculture Market
8.4.4.5.1 South Africa Digital Agriculture Market by Application
8.4.4.5.2 South Africa Digital Agriculture Market by Technology
8.4.4.5.3 South Africa Digital Agriculture Market by Component
8.4.4.6 Nigeria Digital Agriculture Market
8.4.4.6.1 Nigeria Digital Agriculture Market by Application
8.4.4.6.2 Nigeria Digital Agriculture Market by Technology
8.4.4.6.3 Nigeria Digital Agriculture Market by Component
8.4.4.7 Rest of LAMEA Digital Agriculture Market
8.4.4.7.1 Rest of LAMEA Digital Agriculture Market by Application
8.4.4.7.2 Rest of LAMEA Digital Agriculture Market by Technology
8.4.4.7.3 Rest of LAMEA Digital Agriculture Market by Component

Chapter 9. Company Profiles
9.1 Microsoft Corporation
9.1.1 Company Overview
9.1.2 Financial Analysis
9.1.3 Segmental and Regional Analysis
9.1.4 Research & Development Expenses
9.1.5 SWOT Analysis
9.2 BASF SE
9.2.1 Company Overview
9.2.2 Financial Analysis
9.2.3 Segmental and Regional Analysis
9.2.4 Research & Development Expense
9.2.5 Recent strategies and developments:
9.2.5.1 Product Launches and Product Expansions:
9.2.5.2 Acquisition and Mergers:
9.2.6 SWOT Analysis
9.3 Indigo Ag, Inc.
9.3.1 Company Overview
9.3.2 Recent strategies and developments:
9.3.2.1 Partnerships, Collaborations, and Agreements:
9.4 AGCO Corporation
9.4.1 Company Overview
9.4.2 Financial Analysis
9.4.3 Segmental Analysis
9.4.4 Research & Development Expenses
9.4.5 Recent strategies and developments:
9.4.5.1 Product Launches and Product Expansions:
9.4.6 SWOT Analysis
9.5 Wipro Limited
9.5.1 Company Overview
9.5.2 Financial Analysis
9.5.3 Segmental and Regional Analysis
9.5.4 Research & Development Expenses
9.5.5 SWOT Analysis
9.6 Yara International ASA
9.6.1 Company Overview
9.6.2 Financial Analysis
9.6.3 Segmental and Regional Analysis
9.6.4 Research & Development Expenses
9.6.5 SWOT Analysis
9.7 Bayer AG
9.7.1 Company Overview
9.7.2 Financial Analysis
9.7.3 Segmental and Regional Analysis
9.7.4 Research & Development Expense
9.7.5 Recent strategies and developments:
9.7.5.1 Product Launches and Product Expansions:
9.7.6 SWOT Analysis
9.8 IBM Corporation
9.8.1 Company Overview
9.8.2 Financial Analysis
9.8.3 Regional & Segmental Analysis
9.8.4 Research & Development Expenses
9.8.5 Recent strategies and developments:
9.8.5.1 Partnerships, Collaborations, and Agreements:
9.8.6 SWOT Analysis
9.9 Trimble, Inc.
9.9.1 Company Overview
9.9.2 Financial Analysis
9.9.3 Segmental and Regional Analysis
9.9.4 Research & Development Expenses
9.9.5 Recent strategies and developments:
9.9.5.1 Partnerships, Collaborations, and Agreements:
9.9.5.2 Product Launches and Product Expansions:
9.9.6 SWOT Analysis
9.10. Deere & Company
9.10.1 Company Overview
9.10.2 Financial Analysis
9.10.3 Segmental and Regional Analysis
9.10.4 Research & Development Expenses
9.10.5 SWOT Analysis

Chapter 10. Winning Imperatives of Digital Agriculture Market

TABLE 1 Global Digital Agriculture Market, 2020 - 2023, USD Million
TABLE 2 Global Digital Agriculture Market, 2024 - 2031, USD Million
TABLE 3 Partnerships, Collaborations and Agreements– Digital Agriculture Market
TABLE 4 Product Launches And Product Expansions– Digital Agriculture Market
TABLE 5 Acquisition and Mergers– Digital Agriculture Market
TABLE 6 Global Digital Agriculture Market by Application, 2020 - 2023, USD Million
TABLE 7 Global Digital Agriculture Market by Application, 2024 - 2031, USD Million
TABLE 8 Global Precision Farming & Farm Management Market by Region, 2020 - 2023, USD Million
TABLE 9 Global Precision Farming & Farm Management Market by Region, 2024 - 2031, USD Million
TABLE 10 Global Livestock Monitoring Market by Region, 2020 - 2023, USD Million
TABLE 11 Global Livestock Monitoring Market by Region, 2024 - 2031, USD Million
TABLE 12 Global Supply Chain Management Market by Region, 2020 - 2023, USD Million
TABLE 13 Global Supply Chain Management Market by Region, 2024 - 2031, USD Million
TABLE 14 Global Financial Management Market by Region, 2020 - 2023, USD Million
TABLE 15 Global Financial Management Market by Region, 2024 - 2031, USD Million
TABLE 16 Global Other Application Market by Region, 2020 - 2023, USD Million
TABLE 17 Global Other Application Market by Region, 2024 - 2031, USD Million
TABLE 18 Global Digital Agriculture Market by Technology, 2020 - 2023, USD Million
TABLE 19 Global Digital Agriculture Market by Technology, 2024 - 2031, USD Million
TABLE 20 Global IoT Market by Region, 2020 - 2023, USD Million
TABLE 21 Global IoT Market by Region, 2024 - 2031, USD Million
TABLE 22 Global Automation Market by Region, 2020 - 2023, USD Million
TABLE 23 Global Automation Market by Region, 2024 - 2031, USD Million
TABLE 24 Global AI Market by Region, 2020 - 2023, USD Million
TABLE 25 Global AI Market by Region, 2024 - 2031, USD Million
TABLE 26 Global Drones Market by Region, 2020 - 2023, USD Million
TABLE 27 Global Drones Market by Region, 2024 - 2031, USD Million
TABLE 28 Global Other Technology Market by Region, 2020 - 2023, USD Million
TABLE 29 Global Other Technology Market by Region, 2024 - 2031, USD Million
TABLE 30 Global Digital Agriculture Market by Component, 2020 - 2023, USD Million
TABLE 31 Global Digital Agriculture Market by Component, 2024 - 2031, USD Million
TABLE 32 Global Hardware Market by Region, 2020 - 2023, USD Million
TABLE 33 Global Hardware Market by Region, 2024 - 2031, USD Million
TABLE 34 Global Software Market by Region, 2020 - 2023, USD Million
TABLE 35 Global Software Market by Region, 2024 - 2031, USD Million
TABLE 36 Global Service Market by Region, 2020 - 2023, USD Million
TABLE 37 Global Service Market by Region, 2024 - 2031, USD Million
TABLE 38 Global Digital Agriculture Market by Region, 2020 - 2023, USD Million
TABLE 39 Global Digital Agriculture Market by Region, 2024 - 2031, USD Million
TABLE 40 North America Digital Agriculture Market, 2020 - 2023, USD Million
TABLE 41 North America Digital Agriculture Market, 2024 - 2031, USD Million
TABLE 42 North America Digital Agriculture Market by Application, 2020 - 2023, USD Million
TABLE 43 North America Digital Agriculture Market by Application, 2024 - 2031, USD Million
TABLE 44 North America Precision Farming & Farm Management Market by Region, 2020 - 2023, USD Million
TABLE 45 North America Precision Farming & Farm Management Market by Region, 2024 - 2031, USD Million
TABLE 46 North America Livestock Monitoring Market by Region, 2020 - 2023, USD Million
TABLE 47 North America Livestock Monitoring Market by Region, 2024 - 2031, USD Million
TABLE 48 North America Supply Chain Management Market by Region, 2020 - 2023, USD Million
TABLE 49 North America Supply Chain Management Market by Region, 2024 - 2031, USD Million
TABLE 50 North America Financial Management Market by Region, 2020 - 2023, USD Million
TABLE 51 North America Financial Management Market by Region, 2024 - 2031, USD Million
TABLE 52 North America Other Application Market by Region, 2020 - 2023, USD Million
TABLE 53 North America Other Application Market by Region, 2024 - 2031, USD Million
TABLE 54 North America Digital Agriculture Market by Technology, 2020 - 2023, USD Million
TABLE 55 North America Digital Agriculture Market by Technology, 2024 - 2031, USD Million
TABLE 56 North America IoT Market by Country, 2020 - 2023, USD Million
TABLE 57 North America IoT Market by Country, 2024 - 2031, USD Million
TABLE 58 North America Automation Market by Country, 2020 - 2023, USD Million
TABLE 59 North America Automation Market by Country, 2024 - 2031, USD Million
TABLE 60 North America AI Market by Country, 2020 - 2023, USD Million
TABLE 61 North America AI Market by Country, 2024 - 2031, USD Million
TABLE 62 North America Drones Market by Country, 2020 - 2023, USD Million
TABLE 63 North America Drones Market by Country, 2024 - 2031, USD Million
TABLE 64 North America Other Technology Market by Country, 2020 - 2023, USD Million
TABLE 65 North America Other Technology Market by Country, 2024 - 2031, USD Million
TABLE 66 North America Digital Agriculture Market by Component, 2020 - 2023, USD Million
TABLE 67 North America Digital Agriculture Market by Component, 2024 - 2031, USD Million
TABLE 68 North America Hardware Market by Country, 2020 - 2023, USD Million
TABLE 69 North America Hardware Market by Country, 2024 - 2031, USD Million
TABLE 70 North America Software Market by Country, 2020 - 2023, USD Million
TABLE 71 North America Software Market by Country, 2024 - 2031, USD Million
TABLE 72 North America Service Market by Country, 2020 - 2023, USD Million
TABLE 73 North America Service Market by Country, 2024 - 2031, USD Million
TABLE 74 North America Digital Agriculture Market by Country, 2020 - 2023, USD Million
TABLE 75 North America Digital Agriculture Market by Country, 2024 - 2031, USD Million
TABLE 76 US Digital Agriculture Market, 2020 - 2023, USD Million
TABLE 77 US Digital Agriculture Market, 2024 - 2031, USD Million
TABLE 78 US Digital Agriculture Market by Application, 2020 - 2023, USD Million
TABLE 79 US Digital Agriculture Market by Application, 2024 - 2031, USD Million
TABLE 80 US Digital Agriculture Market by Technology, 2020 - 2023, USD Million
TABLE 81 US Digital Agriculture Market by Technology, 2024 - 2031, USD Million
TABLE 82 US Digital Agriculture Market by Component, 2020 - 2023, USD Million
TABLE 83 US Digital Agriculture Market by Component, 2024 - 2031, USD Million
TABLE 84 Canada Digital Agriculture Market, 2020 - 2023, USD Million
TABLE 85 Canada Digital Agriculture Market, 2024 - 2031, USD Million
TABLE 86 Canada Digital Agriculture Market by Application, 2020 - 2023, USD Million
TABLE 87 Canada Digital Agriculture Market by Application, 2024 - 2031, USD Million
TABLE 88 Canada Digital Agriculture Market by Technology, 2020 - 2023, USD Million
TABLE 89 Canada Digital Agriculture Market by Technology, 2024 - 2031, USD Million
TABLE 90 Canada Digital Agriculture Market by Component, 2020 - 2023, USD Million
TABLE 91 Canada Digital Agriculture Market by Component, 2024 - 2031, USD Million
TABLE 92 Mexico Digital Agriculture Market, 2020 - 2023, USD Million
TABLE 93 Mexico Digital Agriculture Market, 2024 - 2031, USD Million
TABLE 94 Mexico Digital Agriculture Market by Application, 2020 - 2023, USD Million
TABLE 95 Mexico Digital Agriculture Market by Application, 2024 - 2031, USD Million
TABLE 96 Mexico Digital Agriculture Market by Technology, 2020 - 2023, USD Million
TABLE 97 Mexico Digital Agriculture Market by Technology, 2024 - 2031, USD Million
TABLE 98 Mexico Digital Agriculture Market by Component, 2020 - 2023, USD Million
TABLE 99 Mexico Digital Agriculture Market by Component, 2024 - 2031, USD Million
TABLE 100 Rest of North America Digital Agriculture Market, 2020 - 2023, USD Million
TABLE 101 Rest of North America Digital Agriculture Market, 2024 - 2031, USD Million
TABLE 102 Rest of North America Digital Agriculture Market by Application, 2020 - 2023, USD Million
TABLE 103 Rest of North America Digital Agriculture Market by Application, 2024 - 2031, USD Million
TABLE 104 Rest of North America Digital Agriculture Market by Technology, 2020 - 2023, USD Million
TABLE 105 Rest of North America Digital Agriculture Market by Technology, 2024 - 2031, USD Million
TABLE 106 Rest of North America Digital Agriculture Market by Component, 2020 - 2023, USD Million
TABLE 107 Rest of North America Digital Agriculture Market by Component, 2024 - 2031, USD Million
TABLE 108 Europe Digital Agriculture Market, 2020 - 2023, USD Million
TABLE 109 Europe Digital Agriculture Market, 2024 - 2031, USD Million
TABLE 110 Europe Digital Agriculture Market by Application, 2020 - 2023, USD Million
TABLE 111 Europe Digital Agriculture Market by Application, 2024 - 2031, USD Million
TABLE 112 Europe Precision Farming & Farm Management Market by Country, 2020 - 2023, USD Million
TABLE 113 Europe Precision Farming & Farm Management Market by Country, 2024 - 2031, USD Million
TABLE 114 Europe Livestock Monitoring Market by Country, 2020 - 2023, USD Million
TABLE 115 Europe Livestock Monitoring Market by Country, 2024 - 2031, USD Million
TABLE 116 Europe Supply Chain Management Market by Country, 2020 - 2023, USD Million
TABLE 117 Europe Supply Chain Management Market by Country, 2024 - 2031, USD Million
TABLE 118 Europe Financial Management Market by Country, 2020 - 2023, USD Million
TABLE 119 Europe Financial Management Market by Country, 2024 - 2031, USD Million
TABLE 120 Europe Other Application Market by Country, 2020 - 2023, USD Million
TABLE 121 Europe Other Application Market by Country, 2024 - 2031, USD Million
TABLE 122 Europe Digital Agriculture Market by Technology, 2020 - 2023, USD Million
TABLE 123 Europe Digital Agriculture Market by Technology, 2024 - 2031, USD Million
TABLE 124 Europe IoT Market by Country, 2020 - 2023, USD Million
TABLE 125 Europe IoT Market by Country, 2024 - 2031, USD Million
TABLE 126 Europe Automation Market by Country, 2020 - 2023, USD Million
TABLE 127 Europe Automation Market by Country, 2024 - 2031, USD Million
TABLE 128 Europe AI Market by Country, 2020 - 2023, USD Million
TABLE 129 Europe AI Market by Country, 2024 - 2031, USD Million
TABLE 130 Europe Drones Market by Country, 2020 - 2023, USD Million
TABLE 131 Europe Drones Market by Country, 2024 - 2031, USD Million
TABLE 132 Europe Other Technology Market by Country, 2020 - 2023, USD Million
TABLE 133 Europe Other Technology Market by Country, 2024 - 2031, USD Million
TABLE 134 Europe Digital Agriculture Market by Component, 2020 - 2023, USD Million
TABLE 135 Europe Digital Agriculture Market by Component, 2024 - 2031, USD Million
TABLE 136 Europe Hardware Market by Country, 2020 - 2023, USD Million
TABLE 137 Europe Hardware Market by Country, 2024 - 2031, USD Million
TABLE 138 Europe Software Market by Country, 2020 - 2023, USD Million
TABLE 139 Europe Software Market by Country, 2024 - 2031, USD Million
TABLE 140 Europe Service Market by Country, 2020 - 2023, USD Million
TABLE 141 Europe Service Market by Country, 2024 - 2031, USD Million
TABLE 142 Europe Digital Agriculture Market by Country, 2020 - 2023, USD Million
TABLE 143 Europe Digital Agriculture Market by Country, 2024 - 2031, USD Million
TABLE 144 Germany Digital Agriculture Market, 2020 - 2023, USD Million
TABLE 145 Germany Digital Agriculture Market, 2024 - 2031, USD Million
TABLE 146 Germany Digital Agriculture Market by Application, 2020 - 2023, USD Million
TABLE 147 Germany Digital Agriculture Market by Application, 2024 - 2031, USD Million
TABLE 148 Germany Digital Agriculture Market by Technology, 2020 - 2023, USD Million
TABLE 149 Germany Digital Agriculture Market by Technology, 2024 - 2031, USD Million
TABLE 150 Germany Digital Agriculture Market by Component, 2020 - 2023, USD Million
TABLE 151 Germany Digital Agriculture Market by Component, 2024 - 2031, USD Million
TABLE 152 UK Digital Agriculture Market, 2020 - 2023, USD Million
TABLE 153 UK Digital Agriculture Market, 2024 - 2031, USD Million
TABLE 154 UK Digital Agriculture Market by Application, 2020 - 2023, USD Million
TABLE 155 UK Digital Agriculture Market by Application, 2024 - 2031, USD Million
TABLE 156 UK Digital Agriculture Market by Technology, 2020 - 2023, USD Million
TABLE 157 UK Digital Agriculture Market by Technology, 2024 - 2031, USD Million
TABLE 158 UK Digital Agriculture Market by Component, 2020 - 2023, USD Million
TABLE 159 UK Digital Agriculture Market by Component, 2024 - 2031, USD Million
TABLE 160 France Digital Agriculture Market, 2020 - 2023, USD Million
TABLE 161 France Digital Agriculture Market, 2024 - 2031, USD Million
TABLE 162 France Digital Agriculture Market by Application, 2020 - 2023, USD Million
TABLE 163 France Digital Agriculture Market by Application, 2024 - 2031, USD Million
TABLE 164 France Digital Agriculture Market by Technology, 2020 - 2023, USD Million
TABLE 165 France Digital Agriculture Market by Technology, 2024 - 2031, USD Million
TABLE 166 France Digital Agriculture Market by Component, 2020 - 2023, USD Million
TABLE 167 France Digital Agriculture Market by Component, 2024 - 2031, USD Million
TABLE 168 Russia Digital Agriculture Market, 2020 - 2023, USD Million
TABLE 169 Russia Digital Agriculture Market, 2024 - 2031, USD Million
TABLE 170 Russia Digital Agriculture Market by Application, 2020 - 2023, USD Million
TABLE 171 Russia Digital Agriculture Market by Application, 2024 - 2031, USD Million
TABLE 172 Russia Digital Agriculture Market by Technology, 2020 - 2023, USD Million
TABLE 173 Russia Digital Agriculture Market by Technology, 2024 - 2031, USD Million
TABLE 174 Russia Digital Agriculture Market by Component, 2020 - 2023, USD Million
TABLE 175 Russia Digital Agriculture Market by Component, 2024 - 2031, USD Million
TABLE 176 Spain Digital Agriculture Market, 2020 - 2023, USD Million
TABLE 177 Spain Digital Agriculture Market, 2024 - 2031, USD Million
TABLE 178 Spain Digital Agriculture Market by Application, 2020 - 2023, USD Million
TABLE 179 Spain Digital Agriculture Market by Application, 2024 - 2031, USD Million
TABLE 180 Spain Digital Agriculture Market by Technology, 2020 - 2023, USD Million
TABLE 181 Spain Digital Agriculture Market by Technology, 2024 - 2031, USD Million
TABLE 182 Spain Digital Agriculture Market by Component, 2020 - 2023, USD Million
TABLE 183 Spain Digital Agriculture Market by Component, 2024 - 2031, USD Million
TABLE 184 Netherlands Digital Agriculture Market, 2020 - 2023, USD Million
TABLE 185 Netherlands Digital Agriculture Market, 2024 - 2031, USD Million
TABLE 186 Netherlands Digital Agriculture Market by Application, 2020 - 2023, USD Million
TABLE 187 Netherlands Digital Agriculture Market by Application, 2024 - 2031, USD Million
TABLE 188 Netherlands Digital Agriculture Market by Technology, 2020 - 2023, USD Million
TABLE 189 Netherlands Digital Agriculture Market by Technology, 2024 - 2031, USD Million
TABLE 190 Netherlands Digital Agriculture Market by Component, 2020 - 2023, USD Million
TABLE 191 Netherlands Digital Agriculture Market by Component, 2024 - 2031, USD Million
TABLE 192 Rest of Europe Digital Agriculture Market, 2020 - 2023, USD Million
TABLE 193 Rest of Europe Digital Agriculture Market, 2024 - 2031, USD Million
TABLE 194 Rest of Europe Digital Agriculture Market by Application, 2020 - 2023, USD Million
TABLE 195 Rest of Europe Digital Agriculture Market by Application, 2024 - 2031, USD Million
TABLE 196 Rest of Europe Digital Agriculture Market by Technology, 2020 - 2023, USD Million
TABLE 197 Rest of Europe Digital Agriculture Market by Technology, 2024 - 2031, USD Million
TABLE 198 Rest of Europe Digital Agriculture Market by Component, 2020 - 2023, USD Million
TABLE 199 Rest of Europe Digital Agriculture Market by Component, 2024 - 2031, USD Million
TABLE 200 Asia Pacific Digital Agriculture Market, 2020 - 2023, USD Million
TABLE 201 Asia Pacific Digital Agriculture Market, 2024 - 2031, USD Million
TABLE 202 Asia Pacific Digital Agriculture Market by Application, 2020 - 2023, USD Million
TABLE 203 Asia Pacific Digital Agriculture Market by Application, 2024 - 2031, USD Million
TABLE 204 Asia Pacific Precision Farming & Farm Management Market by Country, 2020 - 2023, USD Million
TABLE 205 Asia Pacific Precision Farming & Farm Management Market by Country, 2024 - 2031, USD Million
TABLE 206 Asia Pacific Livestock Monitoring Market by Country, 2020 - 2023, USD Million
TABLE 207 Asia Pacific Livestock Monitoring Market by Country, 2024 - 2031, USD Million
TABLE 208 Asia Pacific Supply Chain Management Market by Country, 2020 - 2023, USD Million
TABLE 209 Asia Pacific Supply Chain Management Market by Country, 2024 - 2031, USD Million
TABLE 210 Asia Pacific Financial Management Market by Country, 2020 - 2023, USD Million
TABLE 211 Asia Pacific Financial Management Market by Country, 2024 - 2031, USD Million
TABLE 212 Asia Pacific Other Application Market by Country, 2020 - 2023, USD Million
TABLE 213 Asia Pacific Other Application Market by Country, 2024 - 2031, USD Million
TABLE 214 Asia Pacific Digital Agriculture Market by Technology, 2020 - 2023, USD Million
TABLE 215 Asia Pacific Digital Agriculture Market by Technology, 2024 - 2031, USD Million
TABLE 216 Asia Pacific IoT Market by Country, 2020 - 2023, USD Million
TABLE 217 Asia Pacific IoT Market by Country, 2024 - 2031, USD Million
TABLE 218 Asia Pacific Automation Market by Country, 2020 - 2023, USD Million
TABLE 219 Asia Pacific Automation Market by Country, 2024 - 2031, USD Million
TABLE 220 Asia Pacific AI Market by Country, 2020 - 2023, USD Million
TABLE 221 Asia Pacific AI Market by Country, 2024 - 2031, USD Million
TABLE 222 Asia Pacific Drones Market by Country, 2020 - 2023, USD Million
TABLE 223 Asia Pacific Drones Market by Country, 2024 - 2031, USD Million
TABLE 224 Asia Pacific Other Technology Market by Country, 2020 - 2023, USD Million
TABLE 225 Asia Pacific Other Technology Market by Country, 2024 - 2031, USD Million
TABLE 226 Asia Pacific Digital Agriculture Market by Component, 2020 - 2023, USD Million
TABLE 227 Asia Pacific Digital Agriculture Market by Component, 2024 - 2031, USD Million
TABLE 228 Asia Pacific Hardware Market by Country, 2020 - 2023, USD Million
TABLE 229 Asia Pacific Hardware Market by Country, 2024 - 2031, USD Million
TABLE 230 Asia Pacific Software Market by Country, 2020 - 2023, USD Million
TABLE 231 Asia Pacific Software Market by Country, 2024 - 2031, USD Million
TABLE 232 Asia Pacific Service Market by Country, 2020 - 2023, USD Million
TABLE 233 Asia Pacific Service Market by Country, 2024 - 2031, USD Million
TABLE 234 Asia Pacific Digital Agriculture Market by Country, 2020 - 2023, USD Million
TABLE 235 Asia Pacific Digital Agriculture Market by Country, 2024 - 2031, USD Million
TABLE 236 China Digital Agriculture Market, 2020 - 2023, USD Million
TABLE 237 China Digital Agriculture Market, 2024 - 2031, USD Million
TABLE 238 China Digital Agriculture Market by Application, 2020 - 2023, USD Million
TABLE 239 China Digital Agriculture Market by Application, 2024 - 2031, USD Million
TABLE 240 China Digital Agriculture Market by Technology, 2020 - 2023, USD Million
TABLE 241 China Digital Agriculture Market by Technology, 2024 - 2031, USD Million
TABLE 242 China Digital Agriculture Market by Component, 2020 - 2023, USD Million
TABLE 243 China Digital Agriculture Market by Component, 2024 - 2031, USD Million
TABLE 244 Japan Digital Agriculture Market, 2020 - 2023, USD Million
TABLE 245 Japan Digital Agriculture Market, 2024 - 2031, USD Million
TABLE 246 Japan Digital Agriculture Market by Application, 2020 - 2023, USD Million
TABLE 247 Japan Digital Agriculture Market by Application, 2024 - 2031, USD Million
TABLE 248 Japan Digital Agriculture Market by Technology, 2020 - 2023, USD Million
TABLE 249 Japan Digital Agriculture Market by Technology, 2024 - 2031, USD Million
TABLE 250 Japan Digital Agriculture Market by Component, 2020 - 2023, USD Million
TABLE 251 Japan Digital Agriculture Market by Component, 2024 - 2031, USD Million
TABLE 252 India Digital Agriculture Market, 2020 - 2023, USD Million
TABLE 253 India Digital Agriculture Market, 2024 - 2031, USD Million
TABLE 254 India Digital Agriculture Market by Application, 2020 - 2023, USD Million
TABLE 255 India Digital Agriculture Market by Application, 2024 - 2031, USD Million
TABLE 256 India Digital Agriculture Market by Technology, 2020 - 2023, USD Million
TABLE 257 India Digital Agriculture Market by Technology, 2024 - 2031, USD Million
TABLE 258 India Digital Agriculture Market by Component, 2020 - 2023, USD Million
TABLE 259 India Digital Agriculture Market by Component, 2024 - 2031, USD Million
TABLE 260 South Korea Digital Agriculture Market, 2020 - 2023, USD Million
TABLE 261 South Korea Digital Agriculture Market, 2024 - 2031, USD Million
TABLE 262 South Korea Digital Agriculture Market by Application, 2020 - 2023, USD Million
TABLE 263 South Korea Digital Agriculture Market by Application, 2024 - 2031, USD Million
TABLE 264 South Korea Digital Agriculture Market by Technology, 2020 - 2023, USD Million
TABLE 265 South Korea Digital Agriculture Market by Technology, 2024 - 2031, USD Million
TABLE 266 South Korea Digital Agriculture Market by Component, 2020 - 2023, USD Million
TABLE 267 South Korea Digital Agriculture Market by Component, 2024 - 2031, USD Million
TABLE 268 Australia Digital Agriculture Market, 2020 - 2023, USD Million
TABLE 269 Australia Digital Agriculture Market, 2024 - 2031, USD Million
TABLE 270 Australia Digital Agriculture Market by Application, 2020 - 2023, USD Million
TABLE 271 Australia Digital Agriculture Market by Application, 2024 - 2031, USD Million
TABLE 272 Australia Digital Agriculture Market by Technology, 2020 - 2023, USD Million
TABLE 273 Australia Digital Agriculture Market by Technology, 2024 - 2031, USD Million
TABLE 274 Australia Digital Agriculture Market by Component, 2020 - 2023, USD Million
TABLE 275 Australia Digital Agriculture Market by Component, 2024 - 2031, USD Million
TABLE 276 Malaysia Digital Agriculture Market, 2020 - 2023, USD Million
TABLE 277 Malaysia Digital Agriculture Market, 2024 - 2031, USD Million
TABLE 278 Malaysia Digital Agriculture Market by Application, 2020 - 2023, USD Million
TABLE 279 Malaysia Digital Agriculture Market by Application, 2024 - 2031, USD Million
TABLE 280 Malaysia Digital Agriculture Market by Technology, 2020 - 2023, USD Million
TABLE 281 Malaysia Digital Agriculture Market by Technology, 2024 - 2031, USD Million
TABLE 282 Malaysia Digital Agriculture Market by Component, 2020 - 2023, USD Million
TABLE 283 Malaysia Digital Agriculture Market by Component, 2024 - 2031, USD Million
TABLE 284 Rest of Asia Pacific Digital Agriculture Market, 2020 - 2023, USD Million
TABLE 285 Rest of Asia Pacific Digital Agriculture Market, 2024 - 2031, USD Million
TABLE 286 Rest of Asia Pacific Digital Agriculture Market by Application, 2020 - 2023, USD Million
TABLE 287 Rest of Asia Pacific Digital Agriculture Market by Application, 2024 - 2031, USD Million
TABLE 288 Rest of Asia Pacific Digital Agriculture Market by Technology, 2020 - 2023, USD Million
TABLE 289 Rest of Asia Pacific Digital Agriculture Market by Technology, 2024 - 2031, USD Million
TABLE 290 Rest of Asia Pacific Digital Agriculture Market by Component, 2020 - 2023, USD Million
TABLE 291 Rest of Asia Pacific Digital Agriculture Market by Component, 2024 - 2031, USD Million
TABLE 292 LAMEA Digital Agriculture Market, 2020 - 2023, USD Million
TABLE 293 LAMEA Digital Agriculture Market, 2024 - 2031, USD Million
TABLE 294 LAMEA Digital Agriculture Market by Application, 2020 - 2023, USD Million
TABLE 295 LAMEA Digital Agriculture Market by Application, 2024 - 2031, USD Million
TABLE 296 LAMEA Precision Farming & Farm Management Market by Country, 2020 - 2023, USD Million
TABLE 297 LAMEA Precision Farming & Farm Management Market by Country, 2024 - 2031, USD Million
TABLE 298 LAMEA Livestock Monitoring Market by Country, 2020 - 2023, USD Million
TABLE 299 LAMEA Livestock Monitoring Market by Country, 2024 - 2031, USD Million
TABLE 300 LAMEA Supply Chain Management Market by Country, 2020 - 2023, USD Million
TABLE 301 LAMEA Supply Chain Management Market by Country, 2024 - 2031, USD Million
TABLE 302 LAMEA Financial Management Market by Country, 2020 - 2023, USD Million
TABLE 303 LAMEA Financial Management Market by Country, 2024 - 2031, USD Million
TABLE 304 LAMEA Other Application Market by Country, 2020 - 2023, USD Million
TABLE 305 LAMEA Other Application Market by Country, 2024 - 2031, USD Million
TABLE 306 LAMEA Digital Agriculture Market by Technology, 2020 - 2023, USD Million
TABLE 307 LAMEA Digital Agriculture Market by Technology, 2024 - 2031, USD Million
TABLE 308 LAMEA IoT Market by Country, 2020 - 2023, USD Million
TABLE 309 LAMEA IoT Market by Country, 2024 - 2031, USD Million
TABLE 310 LAMEA Automation Market by Country, 2020 - 2023, USD Million
TABLE 311 LAMEA Automation Market by Country, 2024 - 2031, USD Million
TABLE 312 LAMEA AI Market by Country, 2020 - 2023, USD Million
TABLE 313 LAMEA AI Market by Country, 2024 - 2031, USD Million
TABLE 314 LAMEA Drones Market by Country, 2020 - 2023, USD Million
TABLE 315 LAMEA Drones Market by Country, 2024 - 2031, USD Million
TABLE 316 LAMEA Other Technology Market by Country, 2020 - 2023, USD Million
TABLE 317 LAMEA Other Technology Market by Country, 2024 - 2031, USD Million
TABLE 318 LAMEA Digital Agriculture Market by Component, 2020 - 2023, USD Million
TABLE 319 LAMEA Digital Agriculture Market by Component, 2024 - 2031, USD Million
TABLE 320 LAMEA Hardware Market by Country, 2020 - 2023, USD Million
TABLE 321 LAMEA Hardware Market by Country, 2024 - 2031, USD Million
TABLE 322 LAMEA Software Market by Country, 2020 - 2023, USD Million
TABLE 323 LAMEA Software Market by Country, 2024 - 2031, USD Million
TABLE 324 LAMEA Service Market by Country, 2020 - 2023, USD Million
TABLE 325 LAMEA Service Market by Country, 2024 - 2031, USD Million
TABLE 326 LAMEA Digital Agriculture Market by Country, 2020 - 2023, USD Million
TABLE 327 LAMEA Digital Agriculture Market by Country, 2024 - 2031, USD Million
TABLE 328 Brazil Digital Agriculture Market, 2020 - 2023, USD Million
TABLE 329 Brazil Digital Agriculture Market, 2024 - 2031, USD Million
TABLE 330 Brazil Digital Agriculture Market by Application, 2020 - 2023, USD Million
TABLE 331 Brazil Digital Agriculture Market by Application, 2024 - 2031, USD Million
TABLE 332 Brazil Digital Agriculture Market by Technology, 2020 - 2023, USD Million
TABLE 333 Brazil Digital Agriculture Market by Technology, 2024 - 2031, USD Million
TABLE 334 Brazil Digital Agriculture Market by Component, 2020 - 2023, USD Million
TABLE 335 Brazil Digital Agriculture Market by Component, 2024 - 2031, USD Million
TABLE 336 Argentina Digital Agriculture Market, 2020 - 2023, USD Million
TABLE 337 Argentina Digital Agriculture Market, 2024 - 2031, USD Million
TABLE 338 Argentina Digital Agriculture Market by Application, 2020 - 2023, USD Million
TABLE 339 Argentina Digital Agriculture Market by Application, 2024 - 2031, USD Million
TABLE 340 Argentina Digital Agriculture Market by Technology, 2020 - 2023, USD Million
TABLE 341 Argentina Digital Agriculture Market by Technology, 2024 - 2031, USD Million
TABLE 342 Argentina Digital Agriculture Market by Component, 2020 - 2023, USD Million
TABLE 343 Argentina Digital Agriculture Market by Component, 2024 - 2031, USD Million
TABLE 344 UAE Digital Agriculture Market, 2020 - 2023, USD Million
TABLE 345 UAE Digital Agriculture Market, 2024 - 2031, USD Million
TABLE 346 UAE Digital Agriculture Market by Application, 2020 - 2023, USD Million
TABLE 347 UAE Digital Agriculture Market by Application, 2024 - 2031, USD Million
TABLE 348 UAE Digital Agriculture Market by Technology, 2020 - 2023, USD Million
TABLE 349 UAE Digital Agriculture Market by Technology, 2024 - 2031, USD Million
TABLE 350 UAE Digital Agriculture Market by Component, 2020 - 2023, USD Million
TABLE 351 UAE Digital Agriculture Market by Component, 2024 - 2031, USD Million
TABLE 352 Saudi Arabia Digital Agriculture Market, 2020 - 2023, USD Million
TABLE 353 Saudi Arabia Digital Agriculture Market, 2024 - 2031, USD Million
TABLE 354 Saudi Arabia Digital Agriculture Market by Application, 2020 - 2023, USD Million
TABLE 355 Saudi Arabia Digital Agriculture Market by Application, 2024 - 2031, USD Million
TABLE 356 Saudi Arabia Digital Agriculture Market by Technology, 2020 - 2023, USD Million
TABLE 357 Saudi Arabia Digital Agriculture Market by Technology, 2024 - 2031, USD Million
TABLE 358 Saudi Arabia Digital Agriculture Market by Component, 2020 - 2023, USD Million
TABLE 359 Saudi Arabia Digital Agriculture Market by Component, 2024 - 2031, USD Million
TABLE 360 South Africa Digital Agriculture Market, 2020 - 2023, USD Million
TABLE 361 South Africa Digital Agriculture Market, 2024 - 2031, USD Million
TABLE 362 South Africa Digital Agriculture Market by Application, 2020 - 2023, USD Million
TABLE 363 South Africa Digital Agriculture Market by Application, 2024 - 2031, USD Million
TABLE 364 South Africa Digital Agriculture Market by Technology, 2020 - 2023, USD Million
TABLE 365 South Africa Digital Agriculture Market by Technology, 2024 - 2031, USD Million
TABLE 366 South Africa Digital Agriculture Market by Component, 2020 - 2023, USD Million
TABLE 367 South Africa Digital Agriculture Market by Component, 2024 - 2031, USD Million
TABLE 368 Nigeria Digital Agriculture Market, 2020 - 2023, USD Million
TABLE 369 Nigeria Digital Agriculture Market, 2024 - 2031, USD Million
TABLE 370 Nigeria Digital Agriculture Market by Application, 2020 - 2023, USD Million
TABLE 371 Nigeria Digital Agriculture Market by Application, 2024 - 2031, USD Million
TABLE 372 Nigeria Digital Agriculture Market by Technology, 2020 - 2023, USD Million
TABLE 373 Nigeria Digital Agriculture Market by Technology, 2024 - 2031, USD Million
TABLE 374 Nigeria Digital Agriculture Market by Component, 2020 - 2023, USD Million
TABLE 375 Nigeria Digital Agriculture Market by Component, 2024 - 2031, USD Million
TABLE 376 Rest of LAMEA Digital Agriculture Market, 2020 - 2023, USD Million
TABLE 377 Rest of LAMEA Digital Agriculture Market, 2024 - 2031, USD Million
TABLE 378 Rest of LAMEA Digital Agriculture Market by Application, 2020 - 2023, USD Million
TABLE 379 Rest of LAMEA Digital Agriculture Market by Application, 2024 - 2031, USD Million
TABLE 380 Rest of LAMEA Digital Agriculture Market by Technology, 2020 - 2023, USD Million
TABLE 381 Rest of LAMEA Digital Agriculture Market by Technology, 2024 - 2031, USD Million
TABLE 382 Rest of LAMEA Digital Agriculture Market by Component, 2020 - 2023, USD Million
TABLE 383 Rest of LAMEA Digital Agriculture Market by Component, 2024 - 2031, USD Million
TABLE 384 Key Information – Microsoft Corporation
TABLE 385 Key Information – BASF SE
TABLE 386 Key Information – Indigo Ag, Inc.
TABLE 387 Key Information – AGCO Corporation
TABLE 388 Key Information – Wipro Limited
TABLE 389 Key Information – Yara International ASA
TABLE 390 Key Information – Bayer AG
TABLE 391 Key Information – IBM Corporation
TABLE 392 Key Information – Trimble, Inc.
TABLE 393 Key Information – Deere & Company

List of Figures
FIG 1 Methodology for the research
FIG 2 Global Digital Agriculture Market, 2020 - 2031, USD Million
FIG 3 Key Factors Impacting Digital Agriculture Market
FIG 4 KBV Cardinal Matrix
FIG 5 Market Share Analysis, 2023
FIG 6 Key Leading Strategies: Percentage Distribution (2020-2024)
FIG 7 Key Strategic Move: (Product Launches and Product Expansions: 2022, Oct – 2025, Feb) Leading Players
FIG 8 Porter’s Five Forces Analysis – Digital Agriculture Market
FIG 9 Global Digital Agriculture Market share by Application, 2023
FIG 10 Global Digital Agriculture Market share by Application, 2031
FIG 11 Global Digital Agriculture Market by Application, 2020 - 2031, USD Million
FIG 12 Global Digital Agriculture Market share by Technology, 2023
FIG 13 Global Digital Agriculture Market share by Technology, 2031
FIG 14 Global Digital Agriculture Market by Technology, 2020 - 2031, USD Million
FIG 15 Global Digital Agriculture Market share by Component, 2023
FIG 16 Global Digital Agriculture Market share by Component, 2031
FIG 17 Global Digital Agriculture Market by Component, 2020 - 2031, USD Million
FIG 18 Global Digital Agriculture Market share by Region, 2023
FIG 19 Global Digital Agriculture Market share by Region, 2031
FIG 20 Global Digital Agriculture Market by Region, 2020 - 2031, USD Million
FIG 21 North America Digital Agriculture Market, 2020 - 2031, USD Million
FIG 22 North America Digital Agriculture Market share by Application, 2023
FIG 23 North America Digital Agriculture Market share by Application, 2031
FIG 24 North America Digital Agriculture Market by Application, 2020 - 2031, USD Million
FIG 25 North America Digital Agriculture Market share by Technology, 2023
FIG 26 North America Digital Agriculture Market share by Technology, 2031
FIG 27 North America Digital Agriculture Market by Technology, 2020 - 2031, USD Million
FIG 28 North America Digital Agriculture Market share by Component, 2023
FIG 29 North America Digital Agriculture Market share by Component, 2031
FIG 30 North America Digital Agriculture Market by Component, 2020 - 2031, USD Million
FIG 31 North America Digital Agriculture Market share by Country, 2023
FIG 32 North America Digital Agriculture Market share by Country, 2031
FIG 33 North America Digital Agriculture Market by Country, 2020 - 2031, USD Million
FIG 34 Europe Digital Agriculture Market, 2020 - 2031, USD Million
FIG 35 Europe Digital Agriculture Market share by Application, 2023
FIG 36 Europe Digital Agriculture Market share by Application, 2031
FIG 37 Europe Digital Agriculture Market by Application, 2020 - 2031, USD Million
FIG 38 Europe Digital Agriculture Market share by Technology, 2023
FIG 39 Europe Digital Agriculture Market share by Technology, 2031
FIG 40 Europe Digital Agriculture Market by Technology, 2020 - 2031, USD Million
FIG 41 Europe Digital Agriculture Market share by Component, 2023
FIG 42 Europe Digital Agriculture Market share by Component, 2031
FIG 43 Europe Digital Agriculture Market by Component, 2020 - 2031, USD Million
FIG 44 Europe Digital Agriculture Market share by Country, 2023
FIG 45 Europe Digital Agriculture Market share by Country, 2031
FIG 46 Europe Digital Agriculture Market by Country, 2020 - 2031, USD Million
FIG 47 Asia Pacific Digital Agriculture Market, 2020 - 2031, USD Million
FIG 48 Asia Pacific Digital Agriculture Market share by Application, 2023
FIG 49 Asia Pacific Digital Agriculture Market share by Application, 2031
FIG 50 Asia Pacific Digital Agriculture Market by Application, 2020 - 2031, USD Million
FIG 51 Asia Pacific Digital Agriculture Market share by Technology, 2023
FIG 52 Asia Pacific Digital Agriculture Market share by Technology, 2031
FIG 53 Asia Pacific Digital Agriculture Market by Technology, 2020 - 2031, USD Million
FIG 54 Asia Pacific Digital Agriculture Market share by Component, 2023
FIG 55 Asia Pacific Digital Agriculture Market share by Component, 2031
FIG 56 Asia Pacific Digital Agriculture Market by Component, 2020 - 2031, USD Million
FIG 57 Asia Pacific Digital Agriculture Market share by Country, 2023
FIG 58 Asia Pacific Digital Agriculture Market share by Country, 2031
FIG 59 Asia Pacific Digital Agriculture Market by Country, 2020 - 2031, USD Million
FIG 60 LAMEA Digital Agriculture Market, 2020 - 2031, USD Million
FIG 61 LAMEA Digital Agriculture Market share by Application, 2023
FIG 62 LAMEA Digital Agriculture Market share by Application, 2031
FIG 63 LAMEA Digital Agriculture Market by Application, 2020 - 2031, USD Million
FIG 64 LAMEA Digital Agriculture Market share by Technology, 2023
FIG 65 LAMEA Digital Agriculture Market share by Technology, 2031
FIG 66 LAMEA Digital Agriculture Market by Technology, 2020 - 2031, USD Million
FIG 67 LAMEA Digital Agriculture Market share by Component, 2023
FIG 68 LAMEA Digital Agriculture Market share by Component, 2031
FIG 69 LAMEA Digital Agriculture Market by Component, 2020 - 2031, USD Million
FIG 70 LAMEA Digital Agriculture Market share by Country, 2023
FIG 71 LAMEA Digital Agriculture Market share by Country, 2031
FIG 72 LAMEA Digital Agriculture Market by Country, 2020 - 2031, USD Million
FIG 73 SWOT Analysis: Microsoft Corporation
FIG 74 Recent strategies and developments: BASF SE
FIG 75 SWOT Analysis: BASF SE
FIG 76 Swot Analysis: AGCO Corporation
FIG 77 SWOT Analysis: Wipro Limited
FIG 78 SWOT Analysis: Yara International ASA
FIG 79 Swot Analysis: Bayer AG
FIG 80 SWOT Analysis: IBM Corporation
FIG 81 Recent strategies and developments: Trimble, Inc.
FIG 82 Swot Analysis: Trimble, Inc.
FIG 83 SWOT Analysis: Deere & Company