Global Agriculture Analytics Market by Offering (Solution, Services), Agriculture Type (Precision Farming, Livestock Farming, Vertical Farming), Technology (Remote Sensing, GIS, Robotics, Automation), Farm Size, End-users and Region - Forecast to 2028

1.1 Study Objectives
1.2 Market Definition
1.2.1 Inclusions and Exclusions
1.3 Study Scope
1.3.1 Market Segmentation
1.3.2 Regional Scope
1.3.3 Years Considered
1.4 Currency Considered
Table 1 United States Dollar Exchange Rate, 2020-2022
1.5 Stakeholders
1.6 Summary of Changes
1.6.1 Impact of Recession

2.1 Research Data
Figure 1 Agriculture Analytics Market: Research Design
2.1.1 Secondary Data
2.1.2 Primary Data
Table 2 Primary Interviews
2.1.2.1 Breakup of Primary Profiles
2.1.2.2 Key Industry Insights
2.2 Market Breakup and Data Triangulation
Figure 2 Data Triangulation
2.3 Market Size Estimation
Figure 3 Agriculture Analytics Market: Top-Down and Bottom-Up Approaches
2.3.1 Top-Down Approach
2.3.2 Bottom-Up Approach
Figure 4 Market Size Estimation Methodology - Approach 1 (Supply Side): Revenue of Solutions/Services of Agriculture Analytics Market
Figure 5 Market Size Estimation Methodology - Approach 2 - Bottom-Up (Supply Side): Collective Revenue of All Solutions/Services of Agriculture Analytics Market
Figure 6 Market Size Estimation Methodology - Approach 3, Bottom-Up (Demand-Side): Share of Agriculture Analytics Through Overall Agriculture Analytics Spending
2.4 Market Forecast
Table 3 Factor Analysis
2.5 Assumptions
2.6 Limitations
2.7 Implications of Recession on Agriculture Analytics Market

Table 4 Agriculture Analytics Market Size and Growth Rate, 2017-2022 (USD Million, Y-O-Y %)
Table 5 Agriculture Analytics Market Size and Growth Rate, 2023-2028 (USD Million, Y-O-Y %)
Figure 7 Solutions Segment to Secure Higher Market Share in 2023
Figure 8 Professional Segment to Dominate Market in 2023
Figure 9 Training and Consulting Services to Claim Larger Market Share in 2023
Figure 10 Large Farms Segment to Lead Market in 2023
Figure 11 Remote Sensing and Satellite Imagery Segment to Claim Larger Market Share in 2023
Figure 12 Precision Farming Segment to Dominate Market in 2023
Figure 13 Farmers Segment to Secure Larger Market Share in 2023
Figure 14 Agriculture Analytics Market, by Region

4.1 Attractive Opportunities for Players in Agriculture Analytics Market
Figure 15 Rising Need for Risk Assessment in Farming to Drive Adoption of Agriculture Analytics
4.2 Overview of Recession in Global Agriculture Analytics Market
Figure 16 Agriculture Analytics Market to Witness Minor Decline in Y-O-Y Growth in 2023
4.3 Agriculture Analytics Market, by Agriculture Type
Figure 17 Precision Farming Segment to Hold Highest Market Share During Forecast Period
4.4 Agriculture Analytics Market, by Region
Figure 18 North America to Account for Highest Market Share in 2023
4.5 Agriculture Analytics Market in North America, by Agriculture Type and End-users
Figure 19 Precision Farming and Farmers Segments Estimated to Secure Maximum Market Share in 2023

5.1 Introduction
5.2 Market Dynamics
Figure 20 Agriculture Analytics Market: Drivers, Restraints, Opportunities, and Challenges
5.2.1 Drivers
5.2.1.1 Increasing Size and Complexity of Farms
5.2.1.2 Rising Need for Optimal Resource Utilization
5.2.1.3 Enhancing Sustainability and Reducing Environmental Impact
5.2.1.4 Applying Big Data in Farming
5.2.2 Restraints
5.2.2.1 High Costs Associated with Data Collection and Analysis
5.2.2.2 Data Privacy and Security Concerns
5.2.3 Opportunities
5.2.3.1 Technological Advancements Such as IoT, AI, and ML
5.2.3.2 Prospect of Public-Private Collaborations to Advance Use of Agriculture Analytics
5.2.4 Challenges
5.2.4.1 Lack of Technological Literacy and Skills Gap
5.2.4.2 Data Transfer and Storage
5.3 Case Study Analysis
5.3.1 Case Study 1: Better Wine Production at E. & J. Gallo Winery with IBM Solution
5.3.2 Case Study 2: Bunge Runs Sophisticated Analysis to Improve Activities Using IBM GIS Mapping Software
5.3.3 Case Study 3: Delaval Helps Abis Dairy Farm to Improve Animal Welfare and Work Efficiency
5.3.4 Case Study 4: Nestlé Uses Agrivi 360 Agriculture Supply Chain Platform for Complete Traceability Throughout Chain
5.3.5 Case Study 5: Veggitech and Agrivi Brings Agronomy into Modern World
5.3.6 Case Study 6: Wyman Increases Productivity with Conservis
5.3.7 Case Study 7: Sproule Farms Increases Efficiency and Profitability with Conservis
5.3.8 Case Study 8: Agropecuária Canoa Mirim S/A Improves Profitability and Productivity by Optimizing Fertilizer Use
5.3.9 Case Study 9: MFA Streamlines Standardization Across Organization by Implementing Proagrica's Solutions
5.3.10 Case Study 10: Onesoil Yield Assists Smart Farming in Improving Performance
5.3.11 Case Study 11: Woodhall Growers Achieves Accuracy and Flexibility with AG Leader's Solution
5.3.12 Case Study 12: De Bortoli Wines Saves 15-20% on Input Costs with Agworld's Solutions
5.4 Brief History of Agriculture Analytics
Figure 21 Brief History of Agriculture Analytics
5.5 Agriculture Analytics Market: Ecosystem
Figure 22 Agriculture Analytics Market: Ecosystem
5.6 Supply Chain Analysis
Figure 23 Supply Chain Analysis: Agriculture Analytics Market
5.7 Pricing Model Analysis
Table 6 Average Selling Price Analysis, 2023
5.8 Patent Analysis
5.8.1 Methodology
5.8.2 Document Type
Table 7 Patents Filed, 2013-2023
5.8.3 Innovation and Patent Applications
Figure 24 Total Number of Patents Granted, January 2013 - April 2023
5.8.3.1 Top Applicants
Figure 25 Top 10 Companies with Highest Number of Patent Applications in Last 10 Years, 2013-2023
Figure 26 Regional Analysis of Patents Granted, 2013-2023
Table 8 Top 10 Patent Owners in Agriculture Analytics Market, 2013-2023
Table 9 List of Patents in Agriculture Analytics Market, 2021-2023
5.9 Technology Analysis
5.9.1 Related Technology
5.9.1.1 GIS-based Agriculture
5.9.1.2 Sensor Technology
5.9.2 Allied Technology
5.9.2.1 Blockchain
5.9.2.2 Sky-Drones
5.9.2.3 Robotics and Automation Technology
5.10 Porter's Five Forces Analysis
Figure 27 Porter's Five Forces Analysis
Table 10 Porter's Five Forces Analysis
5.10.1 Threat of New Entrants
5.10.2 Threat of Substitutes
5.10.3 Bargaining Power of Suppliers
5.10.4 Bargaining Power of Buyers
5.10.5 Intensity of Competitive Rivalry
5.11 Key Conferences & Events
Table 11 Agriculture Analytics Market: Detailed List of Conferences and Events, 2023-2024
5.12 Regulatory Landscape
5.12.1 Regulatory Bodies, Government Agencies, and Other Organizations
Table 12 North America: List of Regulatory Bodies, Government Agencies, and Other Organizations
Table 13 Europe: List of Regulatory Bodies, Government Agencies, and Other Organizations
Table 14 Asia-Pacific: List of Regulatory Bodies, Government Agencies, and Other Organizations
Table 15 Middle East and Africa: List of Regulatory Bodies, Government Agencies, and Other Organizations
Table 16 Latin America: List of Regulatory Bodies, Government Agencies, and Other Organizations
5.12.2 Regulations, by Region
5.12.2.1 North America
5.12.2.2 Europe
5.12.2.3 Asia-Pacific
5.12.2.4 Middle East & Africa
5.12.2.5 Latin America
5.12.3 Regulatory Implications and Industry Standards
5.12.3.1 General Data Protection Regulation
5.12.3.2 Securities and Exchange Commission Rule 17A-4
5.12.3.3 International Organization for Standardization/International Electrotechnical Commission 27001
5.12.3.4 System and Organization Controls 2 Type II Compliance
5.12.3.5 Financial Industry Regulatory Authority
5.12.3.6 Freedom of Information Act
5.12.3.7 Health Insurance Portability and Accountability Act
5.13 Key Components of Agriculture Analytics Architecture
5.13.1 Data Collection
5.13.2 Data Management
5.13.3 Data Analysis
5.13.4 Predictive Modeling
5.13.5 Decision Support Systems
5.14 Type of Agriculture Analytics
5.14.1 Farming Analytics
5.14.2 Livestock Analytics
5.14.3 Aquaculture Analytics
5.15 Key Stakeholders & Buying Criteria
5.15.1 Key Stakeholders in Buying Process
Figure 28 Influence of Stakeholders on Buying Process for Top Three Agriculture Type
Table 17 Influence of Stakeholders on Buying Process for Top Three Agriculture Type
5.15.2 Buying Criteria
Figure 29 Key Buying Criteria for Top Three Agriculture Type
Table 18 Key Buying Criteria for Top Three Agriculture Type
5.16 Disruptions Impacting Buyers/Clients in Agriculture Analytics Market
Figure 30 Agriculture Analytics Market: Disruptions Impacting Buyers/Clients
5.17 Technology Roadmap of Agriculture Analytics Market
Table 19 Short-Term Roadmap, 2023-2025
Table 20 Mid-Term Roadmap, 2026-2028
Table 21 Long-Term Roadmap, 2029-2030
5.18 Business Models of Agriculture Analytics
5.19 Practices in Agriculture Analytics Market
5.19.1 Agri-Education and Training
5.19.2 Agri-Market Forecasting and Price Analysis
5.19.3 Safety and Health
5.19.4 Crop Selection and Diversity
5.19.5 Water Conservation

6.1 Introduction
6.1.1 Offering: Agriculture Analytics Market Drivers
Figure 31 Services Segment to Record Higher CAGR During Forecast Period
Table 22 Agriculture Analytics Market, by Offering, 2017-2022 (USD Million)
Table 23 Agriculture Analytics Market Size, by Offering, 2023-2028 (USD Million)
6.2 Solutions
Table 24 Solutions: Agriculture Analytics Market, by Region, 2017-2022 (USD Million)
Table 25 Solutions: Agriculture Analytics Market, by Region, 2023-2028 (USD Million)
6.3 Services
Figure 32 Managed Services Segment to Exhibit Higher CAGR in Agriculture Analytics Market During Forecast Period
Table 26 Agriculture Analytics Market, by Services, 2017-2022 (USD Million)
Table 27 Agriculture Analytics Market, by Services, 2023-2028 (USD Million)
Table 28 Services: Agriculture Analytics Market, by Region, 2017-2022 (USD Million)
Table 29 Services: Agriculture Analytics Market, by Region, 2023-2028 (USD Million)
6.3.1 Professional Services
Figure 33 System Integration and Implementation to Register Highest CAGR During Forecast Period
Table 30 Professional Services: Agriculture Analytics Market, by Services, 2017-2022 (USD Million)
Table 31 Professional Services: Agriculture Analytics Market, by Services, 2023-2028 (USD Million)
Table 32 Professional Services: Agriculture Analytics Market, by Region, 2017-2022 (USD Million)
Table 33 Professional Services: Agriculture Analytics Market, by Region, 2023-2028 (USD Million)
6.3.1.1 Training and Consulting
6.3.1.1.1 Plays Vital Role in Managing Operations and Technology Updates
Table 34 Training and Consulting: Agriculture Analytics Market, by Region, 2017-2022 (USD Million)
Table 35 Training and Consulting: Agriculture Analytics Market, by Region, 2023-2028 (USD Million)
6.3.1.2 System Integration and Implementation
6.3.1.2.1 Rising Need to Ensure Effective System Communication to Augment Segment Growth
Table 36 System Integration and Implementation: Agriculture Analytics Market, by Region, 2017-2022 (USD Million)
Table 37 System Integration and Implementation: Agriculture Analytics Market, by Region, 2023-2028 (USD Million)
6.3.1.3 Support and Maintenance
6.3.1.3.1 Rising Agriculture Analytics Deployment to Enhance Segment Growth
Table 38 Support and Maintenance: Agriculture Analytics Market, by Region, 2017-2022 (USD Million)
Table 39 Support and Maintenance: Agriculture Analytics Market, by Region, 2023-2028 (USD Million)
6.3.2 Managed Services
Figure 34 Data Services Sub-Segment to Display Highest CAGR During Forecast Period
Table 40 Managed Services: Agriculture Analytics Market, by Services, 2017-2022 (USD Million)
Table 41 Managed Services: Agriculture Analytics Market, by Services, 2023-2028 (USD Million)
Table 42 Managed Services: Agriculture Analytics Market, by Region, 2017-2022 (USD Million)
Table 43 Managed Services: Agriculture Analytics Market, by Region, 2023-2028 (USD Million)
6.3.2.1 Farm Operation Services
6.3.2.1.1 Generates Records and Integrates Unstructured Data into Single, Easy-To-Use Cloud-based or On-Premises System
Table 44 Farm Operation Services: Agriculture Analytics Market, by Region, 2017-2022 (USD Million)
Table 45 Farm Operation Services: Agriculture Analytics Market, by Region, 2023-2028 (USD Million)
6.3.2.2 Data Services
6.3.2.2.1 Provides Real-Time Information and Intelligence Capabilities
Table 46 Data Services: Agriculture Analytics Market, by Region, 2017-2022 (USD Million)
Table 47 Data Services: Agriculture Analytics Market, by Region, 2023-2028 (USD Million)
6.3.2.3 Analytics Services
6.3.2.3.1 Rising Demand for Mobile Technologies to Boost Segment Growth
Table 48 Analytics Services: Agriculture Analytics Market, by Region, 2017-2022 (USD Million)
Table 49 Analytics Services: Agriculture Analytics Market, by Region, 2023-2028 (USD Million)

7.1 Introduction
7.1.1 Agriculture Type: Agriculture Analytics Market Drivers
Figure 35 Livestock Farming to Record Highest CAGR During Forecast Period
Table 50 Agriculture Analytics Market, by Agriculture Type, 2017-2022 (USD Million)
Table 51 Agriculture Analytics Market, by Agriculture Type, 2023-2028 (USD Million)
7.2 Precision Farming
7.2.1 Increased Efficiency and Reduced Labor Costs
Table 52 Precision Farming: Agriculture Analytics Market, by Technology, 2017-2022 (USD Million)
Table 53 Precision Farming: Agriculture Analytics Market, by Technology, 2023-2028 (USD Million)
Table 54 Precision Farming: Agriculture Analytics Market, by Region, 2017-2022 (USD Million)
Table 55 Precision Farming: Agriculture Analytics Market, by Region, 2023-2028 (USD Million)
7.2.2 Yield Monitoring and Prediction
7.2.3 Variable Rate Technology
7.2.4 Farm Labor Management
7.2.5 Decision Support Systems
7.2.6 Soil Health Analysis
7.2.7 Irrigation and Water Management
7.2.8 Weather Tracking & Forecasting
7.2.9 Financial and Risk Management
7.2.10 Supply Chain Management
7.2.10.1 Order Delivery and Invoice Management
7.2.10.2 Shipping Management
7.2.10.3 Inventory Management
7.2.11 Other Precision Farming
7.3 Livestock Farming
7.3.1 Optimizes Production Processes and Enhances Productivity
Table 56 Livestock Farming: Agriculture Analytics Market, by Application, 2017-2022 (USD Million)
Table 57 Livestock Farming: Agriculture Analytics Market, by Application, 2023-2028 (USD Million)
Table 58 Livestock Farming: Agriculture Analytics Market, by Region, 2017-2022 (USD Million)
Table 59 Livestock Farming: Agriculture Analytics Market, by Region, 2023-2028 (USD Million)
7.3.2 Feeding Management
7.3.3 Heat Stress Management
7.3.4 Milk Harvesting
7.3.5 Breeding Management
7.3.6 Behavior Monitoring and Management
7.3.7 Real-Time Monitoring
7.3.8 Calf Management
7.3.9 Supply Chain Management
7.3.9.1 Order Delivery and Invoice Management
7.3.9.2 Shipping Management
7.3.9.3 Inventory Management
7.3.10 Other Livestock Farming
7.4 Aquaculture Farming
7.4.1 Adoption of Data-Driven Decision-Making Processes Boosts Segmental Growth
Table 60 Aquaculture Farming: Agriculture Analytics Market, by Type, 2017-2022 (USD Million)
Table 61 Aquaculture Farming: Agriculture Analytics Market, by Type, 2023-2028 (USD Million)
Table 62 Aquaculture Farming: Agriculture Analytics Market, by Region, 2017-2022 (USD Million)
Table 63 Aquaculture Farming: Agriculture Analytics Market, by Region, 2023-2028 (USD Million)
7.4.2 Fish Tracking and Fleet Navigation
7.4.3 Feeding Management
7.4.4 Water Quality Management
7.4.5 Quality Control and Traceability
7.4.6 Pest and Disease Management
7.4.7 Food Production
7.4.8 Aeration Systems
7.4.9 Supply Chain Management
7.4.9.1 Order Delivery and Invoice Management
7.4.9.2 Shipping Management
7.4.9.3 Inventory Management
7.4.10 Other Aquaculture Farming
7.5 Vertical Farming
7.5.1 Offers Solution by Maximizing Crop Yield in Limited Spaces
Table 64 Agriculture Analytics Market, by Vertical Farming Type, 2017-2022 (USD Million)
Table 65 Agriculture Analytics Market, by Vertical Farming Type, 2023-2028 (USD Million)
Table 66 Vertical Farming: Agriculture Analytics Market, by Region, 2017-2022 (USD Million)
Table 67 Vertical Farming: Agriculture Analytics Market, by Region, 2023-2028 (USD Million)
7.5.2 Sustainability and Environmental Monitoring
7.5.3 Energy Optimization
7.5.4 Nutrient Management
7.5.5 Resource Planning and Optimization
7.5.6 Grading and Marketing
7.5.7 Planting and Seeding
7.5.8 Supply Chain Management
7.5.8.1 Order Delivery and Invoice Management
7.5.8.2 Shipping Management
7.5.8.3 Inventory Management
7.5.9 Other Vertical Farming
7.6 Other Agriculture Type

8.1 Introduction
8.1.1 Farm Size: Agriculture Analytics Market Drivers
Figure 36 Small and Medium Farms Segment to Record Higher CAGR During Forecast Period
Table 68 Agriculture Analytics Market, by Farm Size, 2017-2022 (USD Million)
Table 69 Agriculture Analytics Market, by Farm Size, 2023-2028 (USD Million)
8.2 Small and Medium-Sized Farms
8.2.1 Medium-Sized Farms to Dominate Agriculture Analytics Market
Table 70 Small and Medium-Sized Farms: Agriculture Analytics Market Size, by Region, 2017-2022 (USD Million)
Table 71 Small and Medium-Sized Farms: Agriculture Analytics Market Size, by Region, 2023-2028 (USD Million)
8.3 Large Farms
8.3.1 Owners Adopt Advanced Technologies to Attain Granular Data Points on Soil Conditions and Other Vital Details
Table 72 Large Farms: Agriculture Analytics Market, by Region, 2017-2022 (USD Million)
Table 73 Large Farms: Agriculture Analytics Market, by Region, 2023-2028 (USD Million)

9.1 Introduction
9.1.1 Technology: Agriculture Analytics Market Drivers
Figure 37 Visualization and Reporting Segment to Record Highest CAGR During Forecast Period
Table 74 Technology: Agriculture Analytics Market, 2017-2022, (USD Million)
Table 75 Technology: Agriculture Analytics Market, 2023-2028 (USD Million)
9.2 Remote Sensing and Satellite Imagery
9.2.1 Increasing Productivity and Promoting Environmental Stewardship
Table 76 Remote Sensing and Satellite Imagery: Agriculture Analytics Market, by Region, 2017-2022 (USD Million)
Table 77 Remote Sensing and Satellite Imagery: Agriculture Analytics Market, by Region, 2023-2028 (USD Million)
9.3 Geographic Information System
9.3.1 Improved Crop Management and Environmentally Sustainable Farming Practices
Table 78 Geographic Information System: Agriculture Analytics Market, by Region, 2017-2022 (USD Million)
Table 79 Geographic Information System: Agriculture Analytics Market, by Region, 2023-2028 (USD Million)
9.4 Robotics and Automation
9.4.1 Analyzes Agricultural Data to Optimize Farming Practices
Table 80 Robotics and Automation: Agriculture Analytics Market, by Region, 2017-2022 (USD Million)
Table 81 Robotics and Automation: Agriculture Analytics Market, by Region, 2023-2028 (USD Million)
9.5 Big Data and Cloud Computing
9.5.1 Extracts Valuable Insights from Complex Agricultural Data
Table 82 Big Data and Cloud Computing: Agriculture Analytics Market, by Region, 2017-2022 (USD Million)
Table 83 Big Data and Cloud Computing: Agriculture Analytics Market, by Region, 2023-2028 (USD Million)
9.6 Visualization and Reporting
9.6.1 Transforming Complex Information into Visually Intuitive Representations
Table 84 Visualization and Reporting: Agriculture Analytics Market, by Region, 2017-2022 (USD Million)
Table 85 Visualization and Reporting: Agriculture Analytics Market, by Region, 2023-2028 (USD Million)
9.7 Blockchain Technology
9.7.1 Provides Secure Data Management, Traceability, and Integration of Diverse Data Sources
Table 86 Blockchain Technology: Agriculture Analytics Market, by Region, 2017-2022 (USD Million)
Table 87 Blockchain Technology: Agriculture Analytics Market, by Region, 2023-2028 (USD Million)
9.8 Other Technology

10.1 Introduction
10.1.1 End-users: Agriculture Analytics Market Drivers
Figure 38 Agronomists Segment to Exhibit Highest CAGR During Forecast Period
Table 88 Agriculture Analytics Market, by End-users, 2017-2022 (USD Million)
Table 89 Agriculture Analytics Market, by End-users, 2023-2028 (USD Million)
10.2 Farmers
10.2.1 Adoption of Innovative Solutions to Enhance Productivity and Sustainability
Table 90 Farmers: Agriculture Analytics Market, by Region, 2017-2022 (USD Million)
Table 91 Farmers: Agriculture Analytics Market, by Region, 2023-2028 (USD Million)
10.3 Agronomists
10.3.1 Improved Crop Management and Environmentally Sustainable Farming Practices
Table 92 Agronomists: Agriculture Analytics Market, by Region, 2017-2022 (USD Million)
Table 93 Agronomists: Agriculture Analytics Market, by Region, 2023-2028 (USD Million)
10.4 Agribusinesses
10.4.1 Drives Profitability, Sustainability, and Innovation in Ever-Evolving Agriculture Industry
Table 94 Agribusinesses: Agriculture Analytics Market, by Region, 2017-2022 (USD Million)
Table 95 Agribusinesses: Agriculture Analytics Market, by Region, 2023-2028 (USD Million)
10.5 Agricultural Researchers
10.5.1 Ensures Secure and Resilient Food Supply
Table 96 Agricultural Researchers: Agriculture Analytics Market, by Region, 2017-2022 (USD Million)
Table 97 Agricultural Researchers: Agriculture Analytics Market, by Region, 2023-2028 (USD Million)
10.6 Government Agencies
10.6.1 Gather, Analyze, and Distribute Data for Policy Formulation
Table 98 Government Agencies: Agriculture Analytics Market, by Region, 2017-2022 (USD Million)
Table 99 Government Agencies: Agriculture Analytics Market, by Region, 2023-2028 (USD Million)
10.7 Other End-users

11.1 Introduction
Figure 39 Asia-Pacific to Record Highest CAGR During Forecast Period
Figure 40 India to Attain Fastest Growth During Forecast Period
Table 100 Agriculture Analytics Market, by Region, 2017-2022 (USD Million)
Table 101 Agriculture Analytics Market, by Region, 2023-2028 (USD Million)
11.2 North America
11.2.1 North America: Agriculture Analytics Market Drivers
11.2.2 North America: Impact of Recession
Figure 41 North America: Market Snapshot
Table 102 North America: Agriculture Analytics Market, by Offering, 2017-2022 (USD Million)
Table 103 North America: Agriculture Analytics Market, by Offering, 2023-2028 (USD Million)
Table 104 North America: Agriculture Analytics Market, by Services, 2017-2022 (USD Million)
Table 105 North America: Agriculture Analytics Market, by Services, 2023-2028 (USD Million)
Table 106 North America: Agriculture Analytics Market, by Professional Services, 2017-2022 (USD Million)
Table 107 North America: Agriculture Analytics Market, by Professional Services, 2023-2028 (USD Million)
Table 108 North America: Agriculture Analytics Market, by Managed Services, 2017-2022 (USD Million)
Table 109 North America: Agriculture Analytics Market, by Managed Services, 2023-2028 (USD Million)
Table 110 North America: Agriculture Analytics Market, by Agriculture Type, 2017-2022 (USD Million)
Table 111 North America: Agriculture Analytics Market, by Agriculture Type, 2023-2028 (USD Million)
Table 112 North America: Agriculture Analytics Market, by Farm Size, 2017-2022 (USD Million)
Table 113 North America: Agriculture Analytics Market, by Farm Size, 2023-2028 (USD Million)
Table 114 North America: Agriculture Analytics Market, by Technology, 2017-2022 (USD Million)
Table 115 North America: Agriculture Analytics Market, by Technology, 2023-2028 (USD Million)
Table 116 North America: Agriculture Analytics Market, by End-users, 2017-2022 (USD Million)
Table 117 North America: Agriculture Analytics Market, by End-users, 2023-2028 (USD Million)
Table 118 North America: Agriculture Analytics Market, by Country, 2017-2022 (USD Million)
Table 119 North America: Agriculture Analytics Market, by Country, 2023-2028 (USD Million)
11.2.3 US
11.2.3.1 Increasing Application of Artificial Intelligence in Agriculture
Table 120 US: Agriculture Analytics Market, by Offering, 2017-2022 (USD Million)
Table 121 US: Agriculture Analytics Market, by Offering, 2023-2028 (USD Million)
Table 122 US: Agriculture Analytics Market, by Farm Size, 2017-2022 (USD Million)
Table 123 US: Agriculture Analytics Market, by Farm Size, 2023-2028 (USD Million)
11.2.4 Canada
11.2.4.1 Growing Research on Predictive Analysis and Machine Learning
Table 124 Canada: Agriculture Analytics Market, by Offering, 2017-2022 (USD Million)
Table 125 Canada: Agriculture Analytics Market, by Offering, 2023-2028 (USD Million)
Table 126 Canada: Agriculture Analytics Market, by Farm Size, 2017-2022 (USD Million)
Table 127 Canada: Agriculture Analytics Market, by Farm Size, 2023-2028 (USD Million)
11.3 Europe
11.3.1 Europe: Agriculture Analytics Market Drivers
11.3.2 Europe: Impact of Recession
Table 128 Europe: Agriculture Analytics Market, by Offering, 2017-2022 (USD Million)
Table 129 Europe: Agriculture Analytics Market, by Offering, 2023-2028 (USD Million)
Table 130 Europe: Agriculture Analytics Market, by Services, 2017-2022 (USD Million)
Table 131 Europe: Agriculture Analytics Market, by Services, 2023-2028 (USD Million)
Table 132 Europe: Agriculture Analytics Market, by Professional Services: 2017-2022 (USD Million)
Table 133 Europe: Agriculture Analytics Market, by Professional Services, 2023-2028 (USD Million)
Table 134 Europe: Agriculture Analytics Market, by Managed Services, 2017-2022 (USD Million)
Table 135 Europe: Agriculture Analytics Market, by Managed Services, 2023-2028 (USD Million)
Table 136 Europe: Agriculture Analytics Market, by Agriculture Type, 2017-2022 (USD Million)
Table 137 Europe: Agriculture Analytics Market, by Agriculture Type, 2023-2028 (USD Million)
Table 138 Europe: Agriculture Analytics Market, by Farm Size, 2017-2022 (USD Million)
Table 139 Europe: Agriculture Analytics Market, by Farm Size, 2023-2028 (USD Million)
Table 140 Europe: Agriculture Analytics Market, by Technology, 2017-2022 (USD Million)
Table 141 Europe: Agriculture Analytics Market, by Technology, 2023-2028 (USD Million)
Table 142 Europe: Agriculture Analytics Market, by End-users, 2017-2022 (USD Million)
Table 143 Europe: Agriculture Analytics Market, by End-users, 2023-2028 (USD Million)
Table 144 Europe: Agriculture Analytics Market, by Country, 2017-2022 (USD Million)
Table 145 Europe: Agriculture Analytics Market, by Country, 2023-2028 (USD Million)
11.3.3 UK
11.3.3.1 Several Government Initiatives and Laws in Favor of Agriculture Analytics to Boost Market Growth
Table 146 UK: Agriculture Analytics Market, by Offering, 2017-2022 (USD Million)
Table 147 UK: Agriculture Analytics Market, by Offering, 2023-2028 (USD Million)
Table 148 UK: Agriculture Analytics Market, by Farm Size, 2017-2022 (USD Million)
Table 149 UK: Agriculture Analytics Market, by Farm Size, 2023-2028 (USD Million)
11.3.4 Germany
11.3.4.1 Farming 4.0 and Increased Funding from Established Players to Expand Market Size
Table 150 Germany: Agriculture Analytics Market, by Offering, 2017-2022 (USD Million)
Table 151 Germany: Agriculture Analytics Market, by Offering, 2023-2028 (USD Million)
Table 152 Germany: Agriculture Analytics Market, by Farm Size, 2017-2022 (USD Million)
Table 153 Germany: Agriculture Analytics Market, by Farm Size, 2023-2028 (USD Million)
11.3.5 France
11.3.5.1 Growing Application of GIS in Agriculture Analytics
Table 154 France: Agriculture Analytics Market, by Offering, 2017-2022 (USD Million)
Table 155 France: Agriculture Analytics Market, by Offering, 2023-2028 (USD Million)
Table 156 France: Agriculture Analytics Market, by Farm Size, 2017-2022 (USD Million)
Table 157 France: Agriculture Analytics Market, by Farm Size, 2023-2028 (USD Million)
11.3.6 Italy
11.3.6.1 Shift to AI-based Farming to Promote Market Growth
Table 158 Italy: Agriculture Analytics Market, by Offering, 2017-2022 (USD Million)
Table 159 Italy: Agriculture Analytics Market, by Offering, 2023-2028 (USD Million)
Table 160 Italy: Agriculture Analytics Market, by Farm Size, 2017-2022 (USD Million)
Table 161 Italy: Agriculture Analytics Market, by Farm Size, 2023-2028 (USD Million)
11.3.7 Netherlands
11.3.7.1 Increased Usage of Advanced Agricultural Practices to Favor Market Expansion
Table 162 Netherlands: Agriculture Analytics Market, by Offering, 2017-2022 (USD Million)
Table 163 Netherlands: Agriculture Analytics Market, by Offering, 2023-2028 (USD Million)
Table 164 Netherlands: Agriculture Analytics Market, by Farm Size, 2017-2022 (USD Million)
Table 165 Netherlands: Agriculture Analytics Market, by Farm Size, 2023-2028 (USD Million)
11.3.8 Rest of Europe
11.4 Asia-Pacific
11.4.1 Asia-Pacific: Agriculture Analytics Market Drivers
11.4.2 Asia-Pacific: Impact of Recession
Figure 42 Asia-Pacific: Market Snapshot
Table 166 Asia-Pacific: Agriculture Analytics Market, by Offering, 2017-2022 (USD Million)
Table 167 Asia-Pacific: Agriculture Analytics Market, by Offering, 2023-2028 (USD Million)
Table 168 Asia-Pacific: Agriculture Analytics Market, by Services, 2017-2022 (USD Million)
Table 169 Asia-Pacific: Agriculture Analytics Market, by Services, 2023-2028 (USD Million)
Table 170 Asia-Pacific: Agriculture Analytics Market, by Professional Services: 2017-2022 (USD Million)
Table 171 Asia-Pacific: Agriculture Analytics Market, by Professional Services, 2023-2028 (USD Million)
Table 172 Asia-Pacific: Agriculture Analytics Market, by Managed Services, 2017-2022 (USD Million)
Table 173 Asia-Pacific: Agriculture Analytics Market, by Managed Services, 2023-2028 (USD Million)
Table 174 Asia-Pacific: Agriculture Analytics Market, by Agriculture Type, 2017-2022 (USD Million)
Table 175 Asia-Pacific: Agriculture Analytics Market, by Agriculture Type, 2023-2028 (USD Million)
Table 176 Asia-Pacific: Agriculture Analytics Market, by Farm Size, 2017-2022 (USD Million)
Table 177 Asia-Pacific: Agriculture Analytics Market, by Farm Size, 2023-2028 (USD Million)
Table 178 Asia-Pacific: Agriculture Analytics Market, by Technology, 2017-2022 (USD Million)
Table 179 Asia-Pacific: Agriculture Analytics Market, by Technology, 2023-2028 (USD Million)
Table 180 Asia-Pacific: Agriculture Analytics Market, by End-users, 2017-2022 (USD Million)
Table 181 Asia-Pacific: Agriculture Analytics Market, by End-users, 2023-2028 (USD Million)
Table 182 Asia-Pacific: Agriculture Analytics Market, by Country, 2017-2022 (USD Million)
Table 183 Asia-Pacific: Agriculture Analytics Market, by Country, 2023-2028 (USD Million)
11.4.3 China
11.4.3.1 Implementation of “Digital Village” to Enhance Market Growth
Table 184 China: Agriculture Analytics Market, by Offering, 2017-2022 (USD Million)
Table 185 China: Agriculture Analytics Market, by Offering, 2023-2028 (USD Million)
Table 186 China: Agriculture Analytics Market, by Farm Size, 2017-2022 (USD Million)
Table 187 China: Agriculture Analytics Market, by Farm Size, 2023-2028 (USD Million)
11.4.4 Japan
11.4.4.1 Rise of Innovative Technologies and Government Initiatives to Drive Use of Analytics Technologies
Table 188 Japan: Agriculture Analytics Market, by Offering, 2017-2022 (USD Million)
Table 189 Japan: Agriculture Analytics Market, by Offering, 2023-2028 (USD Million)
Table 190 Japan: Agriculture Analytics Market, by Farm Size, 2017-2022 (USD Million)
Table 191 Japan: Agriculture Analytics Market, by Farm Size, 2023-2028 (USD Million)
11.4.5 India
11.4.5.1 Digital Transformation of Indian Agriculture Sector to Provide Opportunities to AI Technology Providers
Table 192 India: Agriculture Analytics Market, by Offering, 2017-2022 (USD Million)
Table 193 India: Agriculture Analytics Market, by Offering, 2023-2028 (USD Million)
Table 194 India: Agriculture Analytics Market, by Farm Size, 2017-2022 (USD Million)
Table 195 India: Agriculture Analytics Market, by Farm Size, 2023-2028 (USD Million)
11.4.6 South Korea
11.4.6.1 Increasing Investments in Aquaculture Industry to Create Lucrative Opportunities
Table 196 South Korea: Agriculture Analytics Market, by Offering, 2017-2022 (USD Million)
Table 197 South Korea: Agriculture Analytics Market, by Offering, 2023-2028 (USD Million)
Table 198 South Korea: Agriculture Analytics Market, by Farm Size, 2017-2022 (USD Million)
Table 199 South Korea: Agriculture Analytics Market, by Farm Size, 2023-2028 (USD Million)
11.4.7 ANZ
11.4.7.1 Growing Adoption of Agriculture Robots in Farming to Strengthen Market
Table 200 ANZ: Agriculture Analytics Market, by Offering, 2017-2022 (USD Million)
Table 201 ANZ: Agriculture Analytics Market, by Offering, 2023-2028 (USD Million)
Table 202 ANZ: Agriculture Analytics Market, by Farm Size, 2017-2022 (USD Million)
Table 203 ANZ: Agriculture Analytics Market, by Farm Size, 2023-2028 (USD Million)
11.4.8 Rest of Asia-Pacific
11.5 Middle East and Africa
11.5.1 Middle East and Africa: Agriculture Analytics Market Drivers
11.5.2 Middle East and Africa: Impact of Recession
Table 204 Middle East and Africa: Agriculture Analytics Market, by Offering, 2017-2022 (USD Million)
Table 205 Middle East and Africa: Agriculture Analytics Market, by Offering, 2023-2028 (USD Million)
Table 206 Middle East and Africa: Agriculture Analytics Market, by Services, 2017-2022 (USD Million)
Table 207 Middle East and Africa: Agriculture Analytics Market, by Services, 2023-2028 (USD Million)
Table 208 Middle East and Africa: Agriculture Analytics Market, by Professional Services: 2017-2022 (USD Million)
Table 209 Middle East and Africa: Agriculture Analytics Market, by Professional Services, 2023-2028 (USD Million)
Table 210 Middle East and Africa: Agriculture Analytics Market, by Managed Services, 2017-2022 (USD Million)
Table 211 Middle East and Africa: Agriculture Analytics Market, by Managed Services, 2023-2028 (USD Million)
Table 212 Middle East and Africa: Agriculture Analytics Market, by Agriculture Type, 2017-2022 (USD Million)
Table 213 Middle East and Africa: Agriculture Analytics Market, by Agriculture Type, 2023-2028 (USD Million)
Table 214 Middle East and Africa: Agriculture Analytics Market, by Farm Size, 2017-2022 (USD Million)
Table 215 Middle East and Africa: Agriculture Analytics Market, by Farm Size, 2023-2028 (USD Million)
Table 216 Middle East and Africa: Agriculture Analytics Market, by Technology, 2017-2022 (USD Million)
Table 217 Middle East and Africa: Agriculture Analytics Market, by Technology, 2023-2028 (USD Million)
Table 218 Middle East and Africa: Agriculture Analytics Market, by End-users, 2017-2022 (USD Million)
Table 219 Middle East and Africa: Agriculture Analytics Market, by End-users, 2023-2028 (USD Million)
Table 220 Middle East and Africa: Agriculture Analytics Market, by Country, 2017-2022 (USD Million)
Table 221 Middle East and Africa: Agriculture Analytics Market, by Country, 2023-2028 (USD Million)
11.5.3 Saudi Arabia
11.5.3.1 Disburses Subsidies and Grants Interest-Free Loans to Farmers
Table 222 Saudi Arabia: Agriculture Analytics Market, by Offering, 2017-2022 (USD Million)
Table 223 Saudi Arabia: Agriculture Analytics Market, by Offering, 2023-2028 (USD Million)
Table 224 Saudi Arabia: Agriculture Analytics Market, by Farm Size, 2017-2022 (USD Million)
Table 225 Saudi Arabia: Agriculture Analytics Market, by Farm Size, 2023-2028 (USD Million)
11.5.4 UAE
11.5.4.1 Advancement and Adoption of AI and ML Technologies to Boost Market
Table 226 UAE: Agriculture Analytics Market, by Offering, 2017-2022 (USD Million)
Table 227 UAE: Agriculture Analytics Market, by Offering, 2023-2028 (USD Million)
Table 228 UAE: Agriculture Analytics Market, by Farm Size, 2017-2022 (USD Million)
Table 229 UAE: Agriculture Analytics Market, by Farm Size, 2023-2028 (USD Million)
11.5.5 Israel
11.5.5.1 Employment of Advanced Analytics Tools to Favor Market Growth
Table 230 Israel: Agriculture Analytics Market, by Offering, 2017-2022 (USD Million)
Table 231 Israel: Agriculture Analytics Market, by Offering, 2023-2028 (USD Million)
Table 232 Israel: Agriculture Analytics Market, by Farm Size, 2017-2022 (USD Million)
Table 233 Israel: Agriculture Analytics Market, by Farm Size, 2023-2028 (USD Million)
11.5.6 South Africa
11.5.6.1 Government Initiatives to Boost Market
Table 234 South Africa: Agriculture Analytics Market, by Offering, 2017-2022 (USD Million)
Table 235 South Africa: Agriculture Analytics Market, by Offering, 2023-2028 (USD Million)
Table 236 South Africa: Agriculture Analytics Market, by Farm Size, 2017-2022 (USD Million)
Table 237 South Africa: Agriculture Analytics Market, by Farm Size, 2023-2028 (USD Million)
11.5.7 Rest of Middle East & Africa
11.6 Latin America
11.6.1 Latin America: Agriculture Analytics Market Drivers
11.6.2 Latin America: Impact of Recession
Table 238 Latin America: Agriculture Analytics Market, by Offering, 2017-2022 (USD Million)
Table 239 Latin America: Agriculture Analytics Market, by Offering, 2023-2028 (USD Million)
Table 240 Latin America: Agriculture Analytics Market, by Services, 2017-2022 (USD Million)
Table 241 Latin America: Agriculture Analytics Market, by Services, 2023-2028 (USD Million)
Table 242 Latin America: Agriculture Analytics Market, by Professional Services: 2017-2022 (USD Million)
Table 243 Latin America: Agriculture Analytics Market, by Professional Services, 2023-2028 (USD Million)
Table 244 Latin America: Agriculture Analytics Market, by Managed Services, 2017-2022 (USD Million)
Table 245 Latin America: Agriculture Analytics Market, by Managed Services, 2023-2028 (USD Million)
Table 246 Latin America: Agriculture Analytics Market, by Agriculture Type, 2017-2022 (USD Million)
Table 247 Latin America: Agriculture Analytics Market, by Agriculture Type, 2023-2028 (USD Million)
Table 248 Latin America: Agriculture Analytics Market, by Farm Size, 2017-2022 (USD Million)
Table 249 Latin America: Agriculture Analytics Market, by Farm Size, 2023-2028 (USD Million)
Table 250 Latin America: Agriculture Analytics Market, by Technology, 2017-2022 (USD Million)
Table 251 Latin America: Agriculture Analytics Market, by Technology, 2023-2028 (USD Million)
Table 252 Latin America: Agriculture Analytics Market, by End-users, 2017-2022 (USD Million)
Table 253 Latin America: Agriculture Analytics Market, by End-users, 2023-2028 (USD Million)
Table 254 Latin America: Agriculture Analytics Market, by Country, 2017-2022 (USD Million)
Table 255 Latin America: Agriculture Analytics Market, by Country, 2023-2028 (USD Million)
11.6.3 Brazil
11.6.3.1 Growing Initiatives to Digitize Agriculture Sector to Strengthen Market Expansion
Table 256 Brazil: Agriculture Analytics Market, by Offering, 2017-2022 (USD Million)
Table 257 Brazil: Agriculture Analytics Market, by Offering, 2023-2028 (USD Million)
Table 258 Brazil: Agriculture Analytics Market, by Farm Size, 2017-2022 (USD Million)
Table 259 Brazil: Agriculture Analytics Market, by Farm Size, 2023-2028 (USD Million)
11.6.4 Mexico
11.6.4.1 Increasing Initiatives to Develop Smart Farming Technologies to Support Market Growth
Table 260 Mexico: Agriculture Analytics Market, by Offering, 2017-2022 (USD Million)
Table 261 Mexico: Agriculture Analytics Market, by Offering, 2023-2028 (USD Million)
Table 262 Mexico: Agriculture Analytics Market, by Farm Size, 2017-2022 (USD Million)
Table 263 Mexico: Agriculture Analytics Market, by Farm Size, 2023-2028 (USD Million)
11.6.5 Argentina
11.6.5.1 Application of Satellite Imagery, Remote Sensing, and Data Analytics to Augment Market Size
Table 264 Argentina: Agriculture Analytics Market, by Offering, 2017-2022 (USD Million)
Table 265 Argentina: Agriculture Analytics Market, by Offering, 2023-2028 (USD Million)
Table 266 Argentina: Agriculture Analytics Market, by Farm Size, 2017-2022 (USD Million)
Table 267 Argentina: Agriculture Analytics Market, by Farm Size, 2023-2028 (USD Million)
11.6.6 Rest of Latin America

12.1 Overview
12.2 Strategies Adopted by Key Players
Table 268 Overview of Strategies Adopted by Key Agriculture Analytics Vendors
12.3 Revenue Analysis
Figure 43 Revenue Analysis of Key Market Players, 2020-2022
12.4 Market Share Analysis
Figure 44 Market Share Analysis for Key Companies, 2022
Table 269 Agriculture Analytics Market: Degree of Competition
12.5 Company Evaluation Matrix
12.5.1 Stars
12.5.2 Emerging Leaders
12.5.3 Pervasive Companies
12.5.4 Participants
Figure 45 Key Company Evaluation Matrix, 2022
12.5.5 Competitive Benchmarking
Table 270 Agriculture Analytics Market: Product Footprint Analysis of Key Players, 2022
Table 271 Agriculture Analytics Market: Product Footprint Analysis of Other Players, 2022
12.6 Startup/SME Evaluation Matrix
12.6.1 Progressive Companies
12.6.2 Responsive Companies
12.6.3 Dynamic Companies
12.6.4 Starting Blocks
Figure 46 Startups/SME Evaluation Matrix, 2022
12.6.5 Startups/SMEs Competitive Benchmarking
Table 272 Agriculture Analytics Market: Detailed List of Key Startups/SMEs
12.7 Competitive Scenarios and Trends
12.7.1 Product Launches
Table 273 Product Launches, 2020-2023
12.7.2 Deals
Table 274 Deals, 2020-2023

13.1 Introduction
13.2 Key Players
(Business Overview, Products & Services, Key Insights, Recent Developments, SWOT Analysis, Analyst's View)*
13.2.1 IBM
Table 275 IBM: Business Overview
Figure 47 IBM: Company Snapshot
Table 276 IBM: Products/Solutions/Services Offered
Table 277 IBM: Product Launches
Table 278 IBM: Deals
13.2.2 Deere & Company
Table 279 Deere & Company: Business Overview
Figure 48 Deere & Company: Company Snapshot
Table 280 Deere & Company: Products/Solutions Services Offered
Table 281 Deere & Company: Deals
13.2.3 Bayer AG
Table 282 Bayer AG: Business Overview
Figure 49 Bayer AG: Company Snapshot
Table 283 Bayer AG: Products/Services/Solutions Offered
Table 284 Bayer AG: Product Launches
Table 285 Bayer AG: Deals
13.2.4 SAP
Table 286 SAP: Business Overview
Figure 50 SAP: Company Snapshot
Table 287 SAP: Products/Solutions/Services Offered
Table 288 SAP: Product Launches
Table 289 SAP: Deals
13.2.5 Trimble Inc.
Table 290 Trimble Inc.: Business Overview
Figure 51 Trimble Inc.: Company Snapshot
Table 291 Trimble Inc.: Products/Solutions/Services Offered
Table 292 Trimble Inc.: Product Launches
Table 293 Trimble Inc.: Deals
13.2.6 Accenture
Table 294 Accenture: Business Overview
Figure 52 Accenture: Company Snapshot
Table 295 Accenture: Products/Services/Solutions Offered
Table 296 Accenture: Deals
13.2.7 Abaco Group
Table 297 Abaco Group: Business Overview
Table 298 Abaco Group: Products/Solutions/Services Offered
Table 299 Abaco Group: Deals
13.2.8 Delaval
Table 300 Delaval: Business Overview
Figure 53 Delaval: Company Snapshot
Table 301 Delaval: Products/Solutions/Services Offered
Table 302 Delaval: Product Launches and Developments
Table 303 Delaval: Deals
13.2.9 Oracle
Table 304 Oracle: Business Overview
Figure 54 Oracle: Company Snapshot
Table 305 Oracle: Products/Solutions/Services Offered
Table 306 Oracle: Deals
13.2.10 DTN
Table 307 DTN: Business Overview
Table 308 DTN: Products/Solutions/Services Offered
Table 309 DTN: Deals
13.2.11 Farmers Edge
Table 310 Farmers Edge: Business Overview
Table 311 Farmers Edge: Products/Solutions/Services Offered
Table 312 Farmers Edge: Deals
13.2.12 SAS Institute
Table 313 SAS Institute: Business Overview
Table 314 SAS Institute: Products/Solutions/Services Offered
Table 315 SAS Institute: Deals
13.3 Other Key Players
13.3.1 Iteris
13.3.2 Precisionhawk
13.3.3 Conservis
13.3.4 Stesalit Systems
13.3.5 Agribotix
13.3.6 Agrivi
13.3.7 Granular
13.3.8 FBN
13.3.9 Gro Intelligence
13.3.10 Resson
13.4 Startups
13.4.1 Agvue Technologies
13.4.2 Taranis
13.4.3 CropX
13.4.4 Trace Genomics
13.4.5 Fasal
13.4.6 Ageye Technologies
13.4.7 Heliopas AI
13.4.8 Onesoil
13.4.9 Root AI
13.4.10 AGShift
*Details on Business Overview, Products & Services, Key Insights, Recent Developments, SWOT Analysis, Analyst's View Might Not be Captured in Case of Unlisted Companies

14.1 Introduction
14.2 Precision Farming Market - Global Forecast to 2030
14.2.1 Market Definition
14.2.2 Market Segment
14.2.2.1 By Offering
Table 316 Precision Farming Market, by Offering, 2018-2021 (USD Million)
Table 317 Precision Farming Market, by Offering, 2022-2030 (USD Million)
14.2.2.1.1 By Hardware
Table 318 Precision Farming Market, by Hardware, 2018-2021 (USD Million)
Table 319 Precision Farming Market, by Hardware, 2022-2030 (USD Million)
14.2.2.1.2 By Software
Table 320 Software: Precision Farming Market, by Deployment Type, 2018-2021 (USD Million)
Table 321 Software: Precision Farming Market, by Deployment Type, 2022-2030 (USD Million)
14.2.2.1.3 By Service
Table 322 Precision Farming Market for Services, by Service Type, 2018-2021 (USD Million)
Table 323 Precision Farming Market for Services, by Service Type, 2022-2030 (USD Million)
14.2.2.2 By Technology
Table 324 Precision Farming Market, by Technology, 2018-2021 (USD Million)
Table 325 Precision Farming Market, by Technology, 2022-2030 (USD Million)
14.2.2.3 By Application
Table 326 Precision Farming Market, by Application, 2018-2021 (USD Million)
14.2.2.4 By Region
14.2.2.4.1 Introduction
Table 327 Precision Farming Market, by Region, 2018-2021 (USD Million)
Table 328 Precision Farming Market, by Region, 2022-2030 (USD Million)
14.3 AI in Agriculture Market - Global Forecast to 2028
14.3.1 Market Definition
14.3.2 Market Overview
14.3.2.1 By Technology
Table 329 AI in Agriculture Market, by Technology, 2019-2022 (USD Million)
Table 330 AI in Agriculture Market, by Technology, 2023-2028 (USD Million)
14.3.2.2 By Offering
Table 331 AI in Agriculture Market, by Offering, 2019-2022 (USD Million)
Table 332 AI in Agriculture Market, by Offering, 2023-2028 (USD Million)
14.3.2.2.1 By Hardware
Table 333 Hardware: AI in Agriculture Market, by Type, 2019-2022 (USD Million)
Table 334 Hardware: AI in Agriculture Market, by Type, 2023-2028 (USD Million)
14.3.2.2.2 By Software
Table 335 Software: AI in Agriculture Market, by Type, 2019-2022 (USD Million)
Table 336 Software: AI in Agriculture Market, by Type, 2023-2028 (USD Million)
14.3.2.2.3 By Service
Table 337 Service: AI in Agriculture Market, by Type, 2019-2022 (USD Million)
Table 338 Service: AI in Agriculture Market, by Type, 2023-2028 (USD Million)
14.3.2.3 By Application
Table 339 AI in Agriculture Market, by Application, 2019-2022 (USD Million)
Table 340 AI in Agriculture Market, by Application, 2023-2028 (USD Million)
14.3.2.4 By Region
Table 341 AI in Agriculture Market, by Region, 2019-2022 (USD Million)
Table 342 AI in Agriculture Market, by Region, 2023-2028 (USD Million)

15.1 Discussion Guide
15.2 KnowledgeStore: The Subscription Portal
15.3 Customization Options