Global Artificial Intelligence (AI) in Agriculture Supply, Demand and Key Producers, 2024-2030

Global Artificial Intelligence (AI) in Agriculture Supply, Demand and Key Producers, 2024-2030

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Published Date: 20 Feb 2024

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  • sp_icon1sp_icon1_b Description
  • sp_icon2sp_icon2_b Table of Contents
  • sp_icon3sp_icon3_b Table of Figures
  • sp_icon4sp_icon4_b Research Methodology
  • sp_icon1sp_icon1_b Companies Mentioned
  • sp_icon1sp_icon1_b Related Reports
  • sp_icon1sp_icon1_b Product Tags
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Description

The global Artificial Intelligence (AI) in Agriculture market size is expected to reach $ 1652.1 million by 2030, rising at a market growth of 15.7% CAGR during the forecast period (2024-2030).

Artificial Intelligence (AI) in Agriculture is mainly used for three applications: Precision Farming, Livestock Monitoring, Drone Analytics, Agriculture Robots, Others. And Precision Farming was the most widely used area which took up about 35% of the global total.
United States is the largest consumption countries of Artificial Intelligence (AI) in Agriculture. North America market took up about 45% the global market, while Europe was about 24%.

IBM, Granular, John Deere, The Climate Corporation and Vision Robotics are the key suppliers in the global Artificial Intelligence (AI) in Agriculture market. Top 5 took up about 46% of the global market.

This report studies the Artificial Intelligence (AI) in Agriculture market, from angles of players, regions, product types and end industries, to analyze the status and the future.

Artificial Intelligence (AI) in Agriculture Market size is being driven by the growing adoption of the robots in agriculture. Increasing consumption and rising requirement of better yield of crops are estimated to be one of the major factors that is fueling the demand of robots in agriculture. Increasing consumption motivates farmers to scale up farming operations and give rise to the requirement of automating farming operations. As the farmers are shifting more towards automation, drones and robots have become integral part of agriculture farms and are enhancing yield and improving the product quality. Since AI is the backbone of robotics, increasing adoption of robots in agriculture is estimated to drive the AI in agriculture market growth.

This report studies the global Artificial Intelligence (AI) in Agriculture demand, key companies, and key regions.

This report is a detailed and comprehensive analysis of the world market for Artificial Intelligence (AI) in Agriculture, and provides market size (US$ million) and Year-over-Year (YoY) growth, considering 2023 as the base year. This report explores demand trends and competition, as well as details the characteristics of Artificial Intelligence (AI) in Agriculture that contribute to its increasing demand across many markets.

Highlights and key features of the study
Global Artificial Intelligence (AI) in Agriculture total market, 2019-2030, (USD Million)
Global Artificial Intelligence (AI) in Agriculture total market by region & country, CAGR, 2019-2030, (USD Million)
U.S. VS China: Artificial Intelligence (AI) in Agriculture total market, key domestic companies and share, (USD Million)
Global Artificial Intelligence (AI) in Agriculture revenue by player and market share 2019-2024, (USD Million)
Global Artificial Intelligence (AI) in Agriculture total market by Type, CAGR, 2019-2030, (USD Million)
Global Artificial Intelligence (AI) in Agriculture total market by Application, CAGR, 2019-2030, (USD Million).

This reports profiles major players in the global Artificial Intelligence (AI) in Agriculture market based on the following parameters – company overview, revenue, gross margin, product portfolio, geographical presence, and key developments. Key companies covered as a part of this study include IBM, Intel, Microsoft, SAP, Agribotix, The Climate Corporation, Mavrx, aWhere and Precision Hawk, etc.

This report also provides key insights about market drivers, restraints, opportunities, new product launches or approvals.

Stakeholders would have ease in decision-making through various strategy matrices used in analyzing the World Artificial Intelligence (AI) in Agriculture market.

Detailed Segmentation:
Each section contains quantitative market data including market by value (US$ Millions), by player, by regions, by Type, and by Application. Data is given for the years 2019-2030 by year with 2023 as the base year, 2024 as the estimate year, and 2025-2030 as the forecast year.

Global Artificial Intelligence (AI) in Agriculture Market, By Region:
United States
China
Europe
Japan
South Korea
ASEAN
India
Rest of World

Global Artificial Intelligence (AI) in Agriculture Market, Segmentation by Type
Machine Learning
Computer Vision
Predictive Analytics

Global Artificial Intelligence (AI) in Agriculture Market, Segmentation by Application
Precision Farming
Livestock Monitoring
Drone Analytics
Agriculture Robots
Others

Companies Profiled:
IBM
Intel
Microsoft
SAP
Agribotix
The Climate Corporation
Mavrx
aWhere
Precision Hawk
Granular
Prospera Technologies
Spensa Technologies
Resson
Vision Robotics
Harvest Croo Robotics
CropX
John Deere
Gamaya
Cainthus

Key Questions Answered
1. How big is the global Artificial Intelligence (AI) in Agriculture market?
2. What is the demand of the global Artificial Intelligence (AI) in Agriculture market?
3. What is the year over year growth of the global Artificial Intelligence (AI) in Agriculture market?
4. What is the total value of the global Artificial Intelligence (AI) in Agriculture market?
5. Who are the major players in the global Artificial Intelligence (AI) in Agriculture market?
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Table of Contents

1 Supply Summary
1.1 Artificial Intelligence (AI) in Agriculture Introduction
1.2 World Artificial Intelligence (AI) in Agriculture Market Size & Forecast (2019 & 2023 & 2030)
1.3 World Artificial Intelligence (AI) in Agriculture Total Market by Region (by Headquarter Location)
1.3.1 World Artificial Intelligence (AI) in Agriculture Market Size by Region (2019-2030), (by Headquarter Location)
1.3.2 United States Artificial Intelligence (AI) in Agriculture Market Size (2019-2030)
1.3.3 China Artificial Intelligence (AI) in Agriculture Market Size (2019-2030)
1.3.4 Europe Artificial Intelligence (AI) in Agriculture Market Size (2019-2030)
1.3.5 Japan Artificial Intelligence (AI) in Agriculture Market Size (2019-2030)
1.3.6 South Korea Artificial Intelligence (AI) in Agriculture Market Size (2019-2030)
1.3.7 ASEAN Artificial Intelligence (AI) in Agriculture Market Size (2019-2030)
1.3.8 India Artificial Intelligence (AI) in Agriculture Market Size (2019-2030)
1.4 Market Drivers, Restraints and Trends
1.4.1 Artificial Intelligence (AI) in Agriculture Market Drivers
1.4.2 Factors Affecting Demand
1.4.3 Artificial Intelligence (AI) in Agriculture Major Market Trends
2 Demand Summary
2.1 World Artificial Intelligence (AI) in Agriculture Consumption Value (2019-2030)
2.2 World Artificial Intelligence (AI) in Agriculture Consumption Value by Region
2.2.1 World Artificial Intelligence (AI) in Agriculture Consumption Value by Region (2019-2024)
2.2.2 World Artificial Intelligence (AI) in Agriculture Consumption Value Forecast by Region (2025-2030)
2.3 United States Artificial Intelligence (AI) in Agriculture Consumption Value (2019-2030)
2.4 China Artificial Intelligence (AI) in Agriculture Consumption Value (2019-2030)
2.5 Europe Artificial Intelligence (AI) in Agriculture Consumption Value (2019-2030)
2.6 Japan Artificial Intelligence (AI) in Agriculture Consumption Value (2019-2030)
2.7 South Korea Artificial Intelligence (AI) in Agriculture Consumption Value (2019-2030)
2.8 ASEAN Artificial Intelligence (AI) in Agriculture Consumption Value (2019-2030)
2.9 India Artificial Intelligence (AI) in Agriculture Consumption Value (2019-2030)
3 World Artificial Intelligence (AI) in Agriculture Companies Competitive Analysis
3.1 World Artificial Intelligence (AI) in Agriculture Revenue by Player (2019-2024)
3.2 Industry Rank and Concentration Rate (CR)
3.2.1 Global Artificial Intelligence (AI) in Agriculture Industry Rank of Major Players
3.2.2 Global Concentration Ratios (CR4) for Artificial Intelligence (AI) in Agriculture in 2023
3.2.3 Global Concentration Ratios (CR8) for Artificial Intelligence (AI) in Agriculture in 2023
3.3 Artificial Intelligence (AI) in Agriculture Company Evaluation Quadrant
3.4 Artificial Intelligence (AI) in Agriculture Market: Overall Company Footprint Analysis
3.4.1 Artificial Intelligence (AI) in Agriculture Market: Region Footprint
3.4.2 Artificial Intelligence (AI) in Agriculture Market: Company Product Type Footprint
3.4.3 Artificial Intelligence (AI) in Agriculture Market: Company Product Application Footprint
3.5 Competitive Environment
3.5.1 Historical Structure of the Industry
3.5.2 Barriers of Market Entry
3.5.3 Factors of Competition
3.6 Mergers, Acquisitions Activity
4 United States VS China VS Rest of the World (by Headquarter Location)
4.1 United States VS China: Artificial Intelligence (AI) in Agriculture Revenue Comparison (by Headquarter Location)
4.1.1 United States VS China: Artificial Intelligence (AI) in Agriculture Market Size Comparison (2019 & 2023 & 2030) (by Headquarter Location)
4.1.2 United States VS China: Artificial Intelligence (AI) in Agriculture Revenue Market Share Comparison (2019 & 2023 & 2030)
4.2 United States Based Companies VS China Based Companies: Artificial Intelligence (AI) in Agriculture Consumption Value Comparison
4.2.1 United States VS China: Artificial Intelligence (AI) in Agriculture Consumption Value Comparison (2019 & 2023 & 2030)
4.2.2 United States VS China: Artificial Intelligence (AI) in Agriculture Consumption Value Market Share Comparison (2019 & 2023 & 2030)
4.3 United States Based Artificial Intelligence (AI) in Agriculture Companies and Market Share, 2019-2024
4.3.1 United States Based Artificial Intelligence (AI) in Agriculture Companies, Headquarters (States, Country)
4.3.2 United States Based Companies Artificial Intelligence (AI) in Agriculture Revenue, (2019-2024)
4.4 China Based Companies Artificial Intelligence (AI) in Agriculture Revenue and Market Share, 2019-2024
4.4.1 China Based Artificial Intelligence (AI) in Agriculture Companies, Company Headquarters (Province, Country)
4.4.2 China Based Companies Artificial Intelligence (AI) in Agriculture Revenue, (2019-2024)
4.5 Rest of World Based Artificial Intelligence (AI) in Agriculture Companies and Market Share, 2019-2024
4.5.1 Rest of World Based Artificial Intelligence (AI) in Agriculture Companies, Headquarters (States, Country)
4.5.2 Rest of World Based Companies Artificial Intelligence (AI) in Agriculture Revenue, (2019-2024)
5 Market Analysis by Type
5.1 World Artificial Intelligence (AI) in Agriculture Market Size Overview by Type: 2019 VS 2023 VS 2030
5.2 Segment Introduction by Type
5.2.1 Machine Learning
5.2.2 Computer Vision
5.2.3 Predictive Analytics
5.3 Market Segment by Type
5.3.1 World Artificial Intelligence (AI) in Agriculture Market Size by Type (2019-2024)
5.3.2 World Artificial Intelligence (AI) in Agriculture Market Size by Type (2025-2030)
5.3.3 World Artificial Intelligence (AI) in Agriculture Market Size Market Share by Type (2019-2030)
6 Market Analysis by Application
6.1 World Artificial Intelligence (AI) in Agriculture Market Size Overview by Application: 2019 VS 2023 VS 2030
6.2 Segment Introduction by Application
6.2.1 Precision Farming
6.2.2 Livestock Monitoring
6.2.3 Drone Analytics
6.2.4 Agriculture Robots
6.2.5 Agriculture Robots
6.3 Market Segment by Application
6.3.1 World Artificial Intelligence (AI) in Agriculture Market Size by Application (2019-2024)
6.3.2 World Artificial Intelligence (AI) in Agriculture Market Size by Application (2025-2030)
6.3.3 World Artificial Intelligence (AI) in Agriculture Market Size by Application (2019-2030)
7 Company Profiles
7.1 IBM
7.1.1 IBM Details
7.1.2 IBM Major Business
7.1.3 IBM Artificial Intelligence (AI) in Agriculture Product and Services
7.1.4 IBM Artificial Intelligence (AI) in Agriculture Revenue, Gross Margin and Market Share (2019-2024)
7.1.5 IBM Recent Developments/Updates
7.1.6 IBM Competitive Strengths & Weaknesses
7.2 Intel
7.2.1 Intel Details
7.2.2 Intel Major Business
7.2.3 Intel Artificial Intelligence (AI) in Agriculture Product and Services
7.2.4 Intel Artificial Intelligence (AI) in Agriculture Revenue, Gross Margin and Market Share (2019-2024)
7.2.5 Intel Recent Developments/Updates
7.2.6 Intel Competitive Strengths & Weaknesses
7.3 Microsoft
7.3.1 Microsoft Details
7.3.2 Microsoft Major Business
7.3.3 Microsoft Artificial Intelligence (AI) in Agriculture Product and Services
7.3.4 Microsoft Artificial Intelligence (AI) in Agriculture Revenue, Gross Margin and Market Share (2019-2024)
7.3.5 Microsoft Recent Developments/Updates
7.3.6 Microsoft Competitive Strengths & Weaknesses
7.4 SAP
7.4.1 SAP Details
7.4.2 SAP Major Business
7.4.3 SAP Artificial Intelligence (AI) in Agriculture Product and Services
7.4.4 SAP Artificial Intelligence (AI) in Agriculture Revenue, Gross Margin and Market Share (2019-2024)
7.4.5 SAP Recent Developments/Updates
7.4.6 SAP Competitive Strengths & Weaknesses
7.5 Agribotix
7.5.1 Agribotix Details
7.5.2 Agribotix Major Business
7.5.3 Agribotix Artificial Intelligence (AI) in Agriculture Product and Services
7.5.4 Agribotix Artificial Intelligence (AI) in Agriculture Revenue, Gross Margin and Market Share (2019-2024)
7.5.5 Agribotix Recent Developments/Updates
7.5.6 Agribotix Competitive Strengths & Weaknesses
7.6 The Climate Corporation
7.6.1 The Climate Corporation Details
7.6.2 The Climate Corporation Major Business
7.6.3 The Climate Corporation Artificial Intelligence (AI) in Agriculture Product and Services
7.6.4 The Climate Corporation Artificial Intelligence (AI) in Agriculture Revenue, Gross Margin and Market Share (2019-2024)
7.6.5 The Climate Corporation Recent Developments/Updates
7.6.6 The Climate Corporation Competitive Strengths & Weaknesses
7.7 Mavrx
7.7.1 Mavrx Details
7.7.2 Mavrx Major Business
7.7.3 Mavrx Artificial Intelligence (AI) in Agriculture Product and Services
7.7.4 Mavrx Artificial Intelligence (AI) in Agriculture Revenue, Gross Margin and Market Share (2019-2024)
7.7.5 Mavrx Recent Developments/Updates
7.7.6 Mavrx Competitive Strengths & Weaknesses
7.8 aWhere
7.8.1 aWhere Details
7.8.2 aWhere Major Business
7.8.3 aWhere Artificial Intelligence (AI) in Agriculture Product and Services
7.8.4 aWhere Artificial Intelligence (AI) in Agriculture Revenue, Gross Margin and Market Share (2019-2024)
7.8.5 aWhere Recent Developments/Updates
7.8.6 aWhere Competitive Strengths & Weaknesses
7.9 Precision Hawk
7.9.1 Precision Hawk Details
7.9.2 Precision Hawk Major Business
7.9.3 Precision Hawk Artificial Intelligence (AI) in Agriculture Product and Services
7.9.4 Precision Hawk Artificial Intelligence (AI) in Agriculture Revenue, Gross Margin and Market Share (2019-2024)
7.9.5 Precision Hawk Recent Developments/Updates
7.9.6 Precision Hawk Competitive Strengths & Weaknesses
7.10 Granular
7.10.1 Granular Details
7.10.2 Granular Major Business
7.10.3 Granular Artificial Intelligence (AI) in Agriculture Product and Services
7.10.4 Granular Artificial Intelligence (AI) in Agriculture Revenue, Gross Margin and Market Share (2019-2024)
7.10.5 Granular Recent Developments/Updates
7.10.6 Granular Competitive Strengths & Weaknesses
7.11 Prospera Technologies
7.11.1 Prospera Technologies Details
7.11.2 Prospera Technologies Major Business
7.11.3 Prospera Technologies Artificial Intelligence (AI) in Agriculture Product and Services
7.11.4 Prospera Technologies Artificial Intelligence (AI) in Agriculture Revenue, Gross Margin and Market Share (2019-2024)
7.11.5 Prospera Technologies Recent Developments/Updates
7.11.6 Prospera Technologies Competitive Strengths & Weaknesses
7.12 Spensa Technologies
7.12.1 Spensa Technologies Details
7.12.2 Spensa Technologies Major Business
7.12.3 Spensa Technologies Artificial Intelligence (AI) in Agriculture Product and Services
7.12.4 Spensa Technologies Artificial Intelligence (AI) in Agriculture Revenue, Gross Margin and Market Share (2019-2024)
7.12.5 Spensa Technologies Recent Developments/Updates
7.12.6 Spensa Technologies Competitive Strengths & Weaknesses
7.13 Resson
7.13.1 Resson Details
7.13.2 Resson Major Business
7.13.3 Resson Artificial Intelligence (AI) in Agriculture Product and Services
7.13.4 Resson Artificial Intelligence (AI) in Agriculture Revenue, Gross Margin and Market Share (2019-2024)
7.13.5 Resson Recent Developments/Updates
7.13.6 Resson Competitive Strengths & Weaknesses
7.14 Vision Robotics
7.14.1 Vision Robotics Details
7.14.2 Vision Robotics Major Business
7.14.3 Vision Robotics Artificial Intelligence (AI) in Agriculture Product and Services
7.14.4 Vision Robotics Artificial Intelligence (AI) in Agriculture Revenue, Gross Margin and Market Share (2019-2024)
7.14.5 Vision Robotics Recent Developments/Updates
7.14.6 Vision Robotics Competitive Strengths & Weaknesses
7.15 Harvest Croo Robotics
7.15.1 Harvest Croo Robotics Details
7.15.2 Harvest Croo Robotics Major Business
7.15.3 Harvest Croo Robotics Artificial Intelligence (AI) in Agriculture Product and Services
7.15.4 Harvest Croo Robotics Artificial Intelligence (AI) in Agriculture Revenue, Gross Margin and Market Share (2019-2024)
7.15.5 Harvest Croo Robotics Recent Developments/Updates
7.15.6 Harvest Croo Robotics Competitive Strengths & Weaknesses
7.16 CropX
7.16.1 CropX Details
7.16.2 CropX Major Business
7.16.3 CropX Artificial Intelligence (AI) in Agriculture Product and Services
7.16.4 CropX Artificial Intelligence (AI) in Agriculture Revenue, Gross Margin and Market Share (2019-2024)
7.16.5 CropX Recent Developments/Updates
7.16.6 CropX Competitive Strengths & Weaknesses
7.17 John Deere
7.17.1 John Deere Details
7.17.2 John Deere Major Business
7.17.3 John Deere Artificial Intelligence (AI) in Agriculture Product and Services
7.17.4 John Deere Artificial Intelligence (AI) in Agriculture Revenue, Gross Margin and Market Share (2019-2024)
7.17.5 John Deere Recent Developments/Updates
7.17.6 John Deere Competitive Strengths & Weaknesses
7.18 Gamaya
7.18.1 Gamaya Details
7.18.2 Gamaya Major Business
7.18.3 Gamaya Artificial Intelligence (AI) in Agriculture Product and Services
7.18.4 Gamaya Artificial Intelligence (AI) in Agriculture Revenue, Gross Margin and Market Share (2019-2024)
7.18.5 Gamaya Recent Developments/Updates
7.18.6 Gamaya Competitive Strengths & Weaknesses
7.19 Cainthus
7.19.1 Cainthus Details
7.19.2 Cainthus Major Business
7.19.3 Cainthus Artificial Intelligence (AI) in Agriculture Product and Services
7.19.4 Cainthus Artificial Intelligence (AI) in Agriculture Revenue, Gross Margin and Market Share (2019-2024)
7.19.5 Cainthus Recent Developments/Updates
7.19.6 Cainthus Competitive Strengths & Weaknesses
8 Industry Chain Analysis
8.1 Artificial Intelligence (AI) in Agriculture Industry Chain
8.2 Artificial Intelligence (AI) in Agriculture Upstream Analysis
8.3 Artificial Intelligence (AI) in Agriculture Midstream Analysis
8.4 Artificial Intelligence (AI) in Agriculture Downstream Analysis
9 Research Findings and Conclusion
10 Appendix
10.1 Methodology
10.2 Research Process and Data Source
10.3 Disclaimer
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Table of Figures

List of Tables
    Table 1. World Artificial Intelligence (AI) in Agriculture Revenue by Region (2019, 2023 and 2030) & (USD Million), (by Headquarter Location)
    Table 2. World Artificial Intelligence (AI) in Agriculture Revenue by Region (2019-2024) & (USD Million), (by Headquarter Location)
    Table 3. World Artificial Intelligence (AI) in Agriculture Revenue by Region (2025-2030) & (USD Million), (by Headquarter Location)
    Table 4. World Artificial Intelligence (AI) in Agriculture Revenue Market Share by Region (2019-2024), (by Headquarter Location)
    Table 5. World Artificial Intelligence (AI) in Agriculture Revenue Market Share by Region (2025-2030), (by Headquarter Location)
    Table 6. Major Market Trends
    Table 7. World Artificial Intelligence (AI) in Agriculture Consumption Value Growth Rate Forecast by Region (2019 & 2023 & 2030) & (USD Million)
    Table 8. World Artificial Intelligence (AI) in Agriculture Consumption Value by Region (2019-2024) & (USD Million)
    Table 9. World Artificial Intelligence (AI) in Agriculture Consumption Value Forecast by Region (2025-2030) & (USD Million)
    Table 10. World Artificial Intelligence (AI) in Agriculture Revenue by Player (2019-2024) & (USD Million)
    Table 11. Revenue Market Share of Key Artificial Intelligence (AI) in Agriculture Players in 2023
    Table 12. World Artificial Intelligence (AI) in Agriculture Industry Rank of Major Player, Based on Revenue in 2023
    Table 13. Global Artificial Intelligence (AI) in Agriculture Company Evaluation Quadrant
    Table 14. Head Office of Key Artificial Intelligence (AI) in Agriculture Player
    Table 15. Artificial Intelligence (AI) in Agriculture Market: Company Product Type Footprint
    Table 16. Artificial Intelligence (AI) in Agriculture Market: Company Product Application Footprint
    Table 17. Artificial Intelligence (AI) in Agriculture Mergers & Acquisitions Activity
    Table 18. United States VS China Artificial Intelligence (AI) in Agriculture Market Size Comparison, (2019 & 2023 & 2030) & (USD Million)
    Table 19. United States VS China Artificial Intelligence (AI) in Agriculture Consumption Value Comparison, (2019 & 2023 & 2030) & (USD Million)
    Table 20. United States Based Artificial Intelligence (AI) in Agriculture Companies, Headquarters (States, Country)
    Table 21. United States Based Companies Artificial Intelligence (AI) in Agriculture Revenue, (2019-2024) & (USD Million)
    Table 22. United States Based Companies Artificial Intelligence (AI) in Agriculture Revenue Market Share (2019-2024)
    Table 23. China Based Artificial Intelligence (AI) in Agriculture Companies, Headquarters (Province, Country)
    Table 24. China Based Companies Artificial Intelligence (AI) in Agriculture Revenue, (2019-2024) & (USD Million)
    Table 25. China Based Companies Artificial Intelligence (AI) in Agriculture Revenue Market Share (2019-2024)
    Table 26. Rest of World Based Artificial Intelligence (AI) in Agriculture Companies, Headquarters (States, Country)
    Table 27. Rest of World Based Companies Artificial Intelligence (AI) in Agriculture Revenue, (2019-2024) & (USD Million)
    Table 28. Rest of World Based Companies Artificial Intelligence (AI) in Agriculture Revenue Market Share (2019-2024)
    Table 29. World Artificial Intelligence (AI) in Agriculture Market Size by Type, (USD Million), 2019 & 2023 & 2030
    Table 30. World Artificial Intelligence (AI) in Agriculture Market Size by Type (2019-2024) & (USD Million)
    Table 31. World Artificial Intelligence (AI) in Agriculture Market Size by Type (2025-2030) & (USD Million)
    Table 32. World Artificial Intelligence (AI) in Agriculture Market Size by Application, (USD Million), 2019 & 2023 & 2030
    Table 33. World Artificial Intelligence (AI) in Agriculture Market Size by Application (2019-2024) & (USD Million)
    Table 34. World Artificial Intelligence (AI) in Agriculture Market Size by Application (2025-2030) & (USD Million)
    Table 35. IBM Basic Information, Area Served and Competitors
    Table 36. IBM Major Business
    Table 37. IBM Artificial Intelligence (AI) in Agriculture Product and Services
    Table 38. IBM Artificial Intelligence (AI) in Agriculture Revenue, Gross Margin and Market Share (2019-2024) & (USD Million)
    Table 39. IBM Recent Developments/Updates
    Table 40. IBM Competitive Strengths & Weaknesses
    Table 41. Intel Basic Information, Area Served and Competitors
    Table 42. Intel Major Business
    Table 43. Intel Artificial Intelligence (AI) in Agriculture Product and Services
    Table 44. Intel Artificial Intelligence (AI) in Agriculture Revenue, Gross Margin and Market Share (2019-2024) & (USD Million)
    Table 45. Intel Recent Developments/Updates
    Table 46. Intel Competitive Strengths & Weaknesses
    Table 47. Microsoft Basic Information, Area Served and Competitors
    Table 48. Microsoft Major Business
    Table 49. Microsoft Artificial Intelligence (AI) in Agriculture Product and Services
    Table 50. Microsoft Artificial Intelligence (AI) in Agriculture Revenue, Gross Margin and Market Share (2019-2024) & (USD Million)
    Table 51. Microsoft Recent Developments/Updates
    Table 52. Microsoft Competitive Strengths & Weaknesses
    Table 53. SAP Basic Information, Area Served and Competitors
    Table 54. SAP Major Business
    Table 55. SAP Artificial Intelligence (AI) in Agriculture Product and Services
    Table 56. SAP Artificial Intelligence (AI) in Agriculture Revenue, Gross Margin and Market Share (2019-2024) & (USD Million)
    Table 57. SAP Recent Developments/Updates
    Table 58. SAP Competitive Strengths & Weaknesses
    Table 59. Agribotix Basic Information, Area Served and Competitors
    Table 60. Agribotix Major Business
    Table 61. Agribotix Artificial Intelligence (AI) in Agriculture Product and Services
    Table 62. Agribotix Artificial Intelligence (AI) in Agriculture Revenue, Gross Margin and Market Share (2019-2024) & (USD Million)
    Table 63. Agribotix Recent Developments/Updates
    Table 64. Agribotix Competitive Strengths & Weaknesses
    Table 65. The Climate Corporation Basic Information, Area Served and Competitors
    Table 66. The Climate Corporation Major Business
    Table 67. The Climate Corporation Artificial Intelligence (AI) in Agriculture Product and Services
    Table 68. The Climate Corporation Artificial Intelligence (AI) in Agriculture Revenue, Gross Margin and Market Share (2019-2024) & (USD Million)
    Table 69. The Climate Corporation Recent Developments/Updates
    Table 70. The Climate Corporation Competitive Strengths & Weaknesses
    Table 71. Mavrx Basic Information, Area Served and Competitors
    Table 72. Mavrx Major Business
    Table 73. Mavrx Artificial Intelligence (AI) in Agriculture Product and Services
    Table 74. Mavrx Artificial Intelligence (AI) in Agriculture Revenue, Gross Margin and Market Share (2019-2024) & (USD Million)
    Table 75. Mavrx Recent Developments/Updates
    Table 76. Mavrx Competitive Strengths & Weaknesses
    Table 77. aWhere Basic Information, Area Served and Competitors
    Table 78. aWhere Major Business
    Table 79. aWhere Artificial Intelligence (AI) in Agriculture Product and Services
    Table 80. aWhere Artificial Intelligence (AI) in Agriculture Revenue, Gross Margin and Market Share (2019-2024) & (USD Million)
    Table 81. aWhere Recent Developments/Updates
    Table 82. aWhere Competitive Strengths & Weaknesses
    Table 83. Precision Hawk Basic Information, Area Served and Competitors
    Table 84. Precision Hawk Major Business
    Table 85. Precision Hawk Artificial Intelligence (AI) in Agriculture Product and Services
    Table 86. Precision Hawk Artificial Intelligence (AI) in Agriculture Revenue, Gross Margin and Market Share (2019-2024) & (USD Million)
    Table 87. Precision Hawk Recent Developments/Updates
    Table 88. Precision Hawk Competitive Strengths & Weaknesses
    Table 89. Granular Basic Information, Area Served and Competitors
    Table 90. Granular Major Business
    Table 91. Granular Artificial Intelligence (AI) in Agriculture Product and Services
    Table 92. Granular Artificial Intelligence (AI) in Agriculture Revenue, Gross Margin and Market Share (2019-2024) & (USD Million)
    Table 93. Granular Recent Developments/Updates
    Table 94. Granular Competitive Strengths & Weaknesses
    Table 95. Prospera Technologies Basic Information, Area Served and Competitors
    Table 96. Prospera Technologies Major Business
    Table 97. Prospera Technologies Artificial Intelligence (AI) in Agriculture Product and Services
    Table 98. Prospera Technologies Artificial Intelligence (AI) in Agriculture Revenue, Gross Margin and Market Share (2019-2024) & (USD Million)
    Table 99. Prospera Technologies Recent Developments/Updates
    Table 100. Prospera Technologies Competitive Strengths & Weaknesses
    Table 101. Spensa Technologies Basic Information, Area Served and Competitors
    Table 102. Spensa Technologies Major Business
    Table 103. Spensa Technologies Artificial Intelligence (AI) in Agriculture Product and Services
    Table 104. Spensa Technologies Artificial Intelligence (AI) in Agriculture Revenue, Gross Margin and Market Share (2019-2024) & (USD Million)
    Table 105. Spensa Technologies Recent Developments/Updates
    Table 106. Spensa Technologies Competitive Strengths & Weaknesses
    Table 107. Resson Basic Information, Area Served and Competitors
    Table 108. Resson Major Business
    Table 109. Resson Artificial Intelligence (AI) in Agriculture Product and Services
    Table 110. Resson Artificial Intelligence (AI) in Agriculture Revenue, Gross Margin and Market Share (2019-2024) & (USD Million)
    Table 111. Resson Recent Developments/Updates
    Table 112. Resson Competitive Strengths & Weaknesses
    Table 113. Vision Robotics Basic Information, Area Served and Competitors
    Table 114. Vision Robotics Major Business
    Table 115. Vision Robotics Artificial Intelligence (AI) in Agriculture Product and Services
    Table 116. Vision Robotics Artificial Intelligence (AI) in Agriculture Revenue, Gross Margin and Market Share (2019-2024) & (USD Million)
    Table 117. Vision Robotics Recent Developments/Updates
    Table 118. Vision Robotics Competitive Strengths & Weaknesses
    Table 119. Harvest Croo Robotics Basic Information, Area Served and Competitors
    Table 120. Harvest Croo Robotics Major Business
    Table 121. Harvest Croo Robotics Artificial Intelligence (AI) in Agriculture Product and Services
    Table 122. Harvest Croo Robotics Artificial Intelligence (AI) in Agriculture Revenue, Gross Margin and Market Share (2019-2024) & (USD Million)
    Table 123. Harvest Croo Robotics Recent Developments/Updates
    Table 124. Harvest Croo Robotics Competitive Strengths & Weaknesses
    Table 125. CropX Basic Information, Area Served and Competitors
    Table 126. CropX Major Business
    Table 127. CropX Artificial Intelligence (AI) in Agriculture Product and Services
    Table 128. CropX Artificial Intelligence (AI) in Agriculture Revenue, Gross Margin and Market Share (2019-2024) & (USD Million)
    Table 129. CropX Recent Developments/Updates
    Table 130. CropX Competitive Strengths & Weaknesses
    Table 131. John Deere Basic Information, Area Served and Competitors
    Table 132. John Deere Major Business
    Table 133. John Deere Artificial Intelligence (AI) in Agriculture Product and Services
    Table 134. John Deere Artificial Intelligence (AI) in Agriculture Revenue, Gross Margin and Market Share (2019-2024) & (USD Million)
    Table 135. John Deere Recent Developments/Updates
    Table 136. John Deere Competitive Strengths & Weaknesses
    Table 137. Gamaya Basic Information, Area Served and Competitors
    Table 138. Gamaya Major Business
    Table 139. Gamaya Artificial Intelligence (AI) in Agriculture Product and Services
    Table 140. Gamaya Artificial Intelligence (AI) in Agriculture Revenue, Gross Margin and Market Share (2019-2024) & (USD Million)
    Table 141. Gamaya Recent Developments/Updates
    Table 142. Cainthus Basic Information, Area Served and Competitors
    Table 143. Cainthus Major Business
    Table 144. Cainthus Artificial Intelligence (AI) in Agriculture Product and Services
    Table 145. Cainthus Artificial Intelligence (AI) in Agriculture Revenue, Gross Margin and Market Share (2019-2024) & (USD Million)
    Table 146. Global Key Players of Artificial Intelligence (AI) in Agriculture Upstream (Raw Materials)
    Table 147. Artificial Intelligence (AI) in Agriculture Typical Customers
List of Figure
    Figure 1. Artificial Intelligence (AI) in Agriculture Picture
    Figure 2. World Artificial Intelligence (AI) in Agriculture Total Market Size: 2019 & 2023 & 2030, (USD Million)
    Figure 3. World Artificial Intelligence (AI) in Agriculture Total Market Size (2019-2030) & (USD Million)
    Figure 4. World Artificial Intelligence (AI) in Agriculture Revenue Market Share by Region (2019, 2023 and 2030) & (USD Million) , (by Headquarter Location)
    Figure 5. World Artificial Intelligence (AI) in Agriculture Revenue Market Share by Region (2019-2030), (by Headquarter Location)
    Figure 6. United States Based Company Artificial Intelligence (AI) in Agriculture Revenue (2019-2030) & (USD Million)
    Figure 7. China Based Company Artificial Intelligence (AI) in Agriculture Revenue (2019-2030) & (USD Million)
    Figure 8. Europe Based Company Artificial Intelligence (AI) in Agriculture Revenue (2019-2030) & (USD Million)
    Figure 9. Japan Based Company Artificial Intelligence (AI) in Agriculture Revenue (2019-2030) & (USD Million)
    Figure 10. South Korea Based Company Artificial Intelligence (AI) in Agriculture Revenue (2019-2030) & (USD Million)
    Figure 11. ASEAN Based Company Artificial Intelligence (AI) in Agriculture Revenue (2019-2030) & (USD Million)
    Figure 12. India Based Company Artificial Intelligence (AI) in Agriculture Revenue (2019-2030) & (USD Million)
    Figure 13. Artificial Intelligence (AI) in Agriculture Market Drivers
    Figure 14. Factors Affecting Demand
    Figure 15. World Artificial Intelligence (AI) in Agriculture Consumption Value (2019-2030) & (USD Million)
    Figure 16. World Artificial Intelligence (AI) in Agriculture Consumption Value Market Share by Region (2019-2030)
    Figure 17. United States Artificial Intelligence (AI) in Agriculture Consumption Value (2019-2030) & (USD Million)
    Figure 18. China Artificial Intelligence (AI) in Agriculture Consumption Value (2019-2030) & (USD Million)
    Figure 19. Europe Artificial Intelligence (AI) in Agriculture Consumption Value (2019-2030) & (USD Million)
    Figure 20. Japan Artificial Intelligence (AI) in Agriculture Consumption Value (2019-2030) & (USD Million)
    Figure 21. South Korea Artificial Intelligence (AI) in Agriculture Consumption Value (2019-2030) & (USD Million)
    Figure 22. ASEAN Artificial Intelligence (AI) in Agriculture Consumption Value (2019-2030) & (USD Million)
    Figure 23. India Artificial Intelligence (AI) in Agriculture Consumption Value (2019-2030) & (USD Million)
    Figure 24. Producer Shipments of Artificial Intelligence (AI) in Agriculture by Player Revenue ($MM) and Market Share (%): 2023
    Figure 25. Global Four-firm Concentration Ratios (CR4) for Artificial Intelligence (AI) in Agriculture Markets in 2023
    Figure 26. Global Four-firm Concentration Ratios (CR8) for Artificial Intelligence (AI) in Agriculture Markets in 2023
    Figure 27. United States VS China: Artificial Intelligence (AI) in Agriculture Revenue Market Share Comparison (2019 & 2023 & 2030)
    Figure 28. United States VS China: Artificial Intelligence (AI) in Agriculture Consumption Value Market Share Comparison (2019 & 2023 & 2030)
    Figure 29. World Artificial Intelligence (AI) in Agriculture Market Size by Type, (USD Million), 2019 & 2023 & 2030
    Figure 30. World Artificial Intelligence (AI) in Agriculture Market Size Market Share by Type in 2023
    Figure 31. Machine Learning
    Figure 32. Computer Vision
    Figure 33. Predictive Analytics
    Figure 34. World Artificial Intelligence (AI) in Agriculture Market Size Market Share by Type (2019-2030)
    Figure 35. World Artificial Intelligence (AI) in Agriculture Market Size by Application, (USD Million), 2019 & 2023 & 2030
    Figure 36. World Artificial Intelligence (AI) in Agriculture Market Size Market Share by Application in 2023
    Figure 37. Precision Farming
    Figure 38. Livestock Monitoring
    Figure 39. Drone Analytics
    Figure 40. Agriculture Robots
    Figure 41. Others
    Figure 42. Artificial Intelligence (AI) in Agriculture Industrial Chain
    Figure 43. Methodology
    Figure 44. Research Process and Data Source
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Research Methodology

Client Requirements

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Review and analyze client requirements

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Discussion of all the project requirements and queries

Flexibility Check

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Project Feasibility Analysis

yuan2

Finalizing tentative research programme

yuan2

Structuring project proposal with scope, timeline, and costs

Analyzing Market Dynamics

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Determination of key drivers, restraints, challenge, and opportunity

yuan2

Identifies market needs and trends

Market Size Estimation & Forecast

yuan2

Estimation of historical data based on secondary and primary data

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Anticipating market recast by assigning weightage to market forces (drivers, restraints, opportunities)

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Freezing historical and forecast market size estimations based on evolution, trends, outlook, and strategies

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Consideration of geography, region-specific product/service demand for region segments

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Consideration of product utilization rates, product demand outlook for segments by application or end-user.

tuBiao1

Data Source

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Secondary Source
Data collections from annual reports, presentations,associations, journals, analyst reports, paid database, press releases, blogs, newsletters,and GIR repositories.

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Primary Source
Research discussion with manufacturers, distributors, suppliers, end user, industry experts to verify insights.

Validation and
triangulation of
secondary and primary source.

yuan2

Collection of data

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Cumulating and collating the essential qualitative and quantitative data

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Generation of report in client requested format by research analysts

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Reviews by expert analysts

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Final quality check

yuan2

Clarifying queries

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Receiving feedback

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Ensuring satisfaction

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    01 Identification of data

    This step involves identification of several primary and secondary data research sources, including Global Info Research's internal data sources. The primary sources consist of in-depth discussions and interviews with policy makers, industry experts, and data evaluators, whereas secondary sources include a thorough study of market journals, press releases, annual reports, and government and non-government agencies websites.

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    liuCheng01

    02 Evaluation of Market Dynamic

    This phase includes a detailed evaluation of several factors that are likely to affect the market dynamics. It involves a comprehensive assessment of major market pain points, drivers, and trends. It also comprises a detailed study of research plans and methodology.

  • yuan01
    liuCheng01

    03 Collection of Data

    This process consists of gathering data, accessing proprietary databases, and reaching out to key industry participants that operate in the market across the value chain. It also involves studying several patterns in the historical data and comparing it with the current scenario.

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    liuCheng01

    04 Collaboration of Data

    This stage involves the validation of data and arrival at actual statistics, and evolution of the market over the years. It entails the study and analyzes various segments and verticals of the market. An impact analysis is also performed to observe which factors will affect the market in the next few years.

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    05 Verification and Analysis

    This is the final stage, which involves both quantity and quality checks. Although the process of data verification is an integral part of the research process, all data points and statistics and figures are re-checked to uphold their authenticity and validity.

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Companies Mentioned

IBM
Intel
Microsoft
SAP
Agribotix
The Climate Corporation
Mavrx
aWhere
Precision Hawk
Granular
Prospera Technologies
Spensa Technologies
Resson
Vision Robotics
Harvest Croo Robotics
CropX
John Deere
Gamaya
Cainthus
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Global Artificial Intelligence (AI) in Agriculture Supply, Demand and Key Producers, 2024-2030

Global Artificial Intelligence (AI) in Agriculture Supply, Demand and Key Producers, 2024-2030

Page: 139

Published Date: 20 Feb 2024

Category: Service & Software

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Description

The global Artificial Intelligence (AI) in Agriculture market size is expected to reach $ 1652.1 million by 2030, rising at a market growth of 15.7% CAGR during the forecast period (2024-2030).

Artificial Intelligence (AI) in Agriculture is mainly used for three applications: Precision Farming, Livestock Monitoring, Drone Analytics, Agriculture Robots, Others. And Precision Farming was the most widely used area which took up about 35% of the global total. ,United States is the largest consumption countries of Artificial Intelligence (AI) in Agriculture. North America market took up about 45% the global market, while Europe was about 24%.

IBM, Granular, John Deere, The Climate Corporation and Vision Robotics are the key suppliers in the global Artificial Intelligence (AI) in Agriculture market. Top 5 took up about 46% of the global market.

This report studies the Artificial Intelligence (AI) in Agriculture market, from angles of players, regions, product types and end industries, to analyze the status and the future.

Artificial Intelligence (AI) in Agriculture Market size is being driven by the growing adoption of the robots in agriculture. Increasing consumption and rising requirement of better yield of crops are estimated to be one of the major factors that is fueling the demand of robots in agriculture. Increasing consumption motivates farmers to scale up farming operations and give rise to the requirement of automating farming operations. As the farmers are shifting more towards automation, drones and robots have become integral part of agriculture farms and are enhancing yield and improving the product quality. Since AI is the backbone of robotics, increasing adoption of robots in agriculture is estimated to drive the AI in agriculture market growth.

This report studies the global Artificial Intelligence (AI) in Agriculture demand, key companies, and key regions.

This report is a detailed and comprehensive analysis of the world market for Artificial Intelligence (AI) in Agriculture, and provides market size (US$ million) and Year-over-Year (YoY) growth, considering 2023 as the base year. This report explores demand trends and competition, as well as details the characteristics of Artificial Intelligence (AI) in Agriculture that contribute to its increasing demand across many markets.

Highlights and key features of the study
Global Artificial Intelligence (AI) in Agriculture total market, 2019-2030, (USD Million)
Global Artificial Intelligence (AI) in Agriculture total market by region & country, CAGR, 2019-2030, (USD Million)
U.S. VS China: Artificial Intelligence (AI) in Agriculture total market, key domestic companies and share, (USD Million)
Global Artificial Intelligence (AI) in Agriculture revenue by player and market share 2019-2024, (USD Million)
Global Artificial Intelligence (AI) in Agriculture total market by Type, CAGR, 2019-2030, (USD Million)
Global Artificial Intelligence (AI) in Agriculture total market by Application, CAGR, 2019-2030, (USD Million).

This reports profiles major players in the global Artificial Intelligence (AI) in Agriculture market based on the following parameters – company overview, revenue, gross margin, product portfolio, geographical presence, and key developments. Key companies covered as a part of this study include IBM, Intel, Microsoft, SAP, Agribotix, The Climate Corporation, Mavrx, aWhere and Precision Hawk, etc.

This report also provides key insights about market drivers, restraints, opportunities, new product launches or approvals.

Stakeholders would have ease in decision-making through various strategy matrices used in analyzing the World Artificial Intelligence (AI) in Agriculture market.

Detailed Segmentation:
Each section contains quantitative market data including market by value (US$ Millions), by player, by regions, by Type, and by Application. Data is given for the years 2019-2030 by year with 2023 as the base year, 2024 as the estimate year, and 2025-2030 as the forecast year.

Global Artificial Intelligence (AI) in Agriculture Market, By Region:
United States
China
Europe
Japan
South Korea
ASEAN
India
Rest of World

Global Artificial Intelligence (AI) in Agriculture Market, Segmentation by Type
Machine Learning
Computer Vision
Predictive Analytics

Global Artificial Intelligence (AI) in Agriculture Market, Segmentation by Application
Precision Farming
Livestock Monitoring
Drone Analytics
Agriculture Robots
Others

Companies Profiled:
IBM
Intel
Microsoft
SAP
Agribotix
The Climate Corporation
Mavrx
aWhere
Precision Hawk
Granular
Prospera Technologies
Spensa Technologies
Resson
Vision Robotics
Harvest Croo Robotics
CropX
John Deere
Gamaya
Cainthus

Key Questions Answered
1. How big is the global Artificial Intelligence (AI) in Agriculture market?
2. What is the demand of the global Artificial Intelligence (AI) in Agriculture market?
3. What is the year over year growth of the global Artificial Intelligence (AI) in Agriculture market?
4. What is the total value of the global Artificial Intelligence (AI) in Agriculture market?
5. Who are the major players in the global Artificial Intelligence (AI) in Agriculture market?
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Table of Contents

1 Supply Summary
1.1 Artificial Intelligence (AI) in Agriculture Introduction
1.2 World Artificial Intelligence (AI) in Agriculture Market Size & Forecast (2019 & 2023 & 2030)
1.3 World Artificial Intelligence (AI) in Agriculture Total Market by Region (by Headquarter Location)
1.3.1 World Artificial Intelligence (AI) in Agriculture Market Size by Region (2019-2030), (by Headquarter Location)
1.3.2 United States Artificial Intelligence (AI) in Agriculture Market Size (2019-2030)
1.3.3 China Artificial Intelligence (AI) in Agriculture Market Size (2019-2030)
1.3.4 Europe Artificial Intelligence (AI) in Agriculture Market Size (2019-2030)
1.3.5 Japan Artificial Intelligence (AI) in Agriculture Market Size (2019-2030)
1.3.6 South Korea Artificial Intelligence (AI) in Agriculture Market Size (2019-2030)
1.3.7 ASEAN Artificial Intelligence (AI) in Agriculture Market Size (2019-2030)
1.3.8 India Artificial Intelligence (AI) in Agriculture Market Size (2019-2030)
1.4 Market Drivers, Restraints and Trends
1.4.1 Artificial Intelligence (AI) in Agriculture Market Drivers
1.4.2 Factors Affecting Demand
1.4.3 Artificial Intelligence (AI) in Agriculture Major Market Trends
2 Demand Summary
2.1 World Artificial Intelligence (AI) in Agriculture Consumption Value (2019-2030)
2.2 World Artificial Intelligence (AI) in Agriculture Consumption Value by Region
2.2.1 World Artificial Intelligence (AI) in Agriculture Consumption Value by Region (2019-2024)
2.2.2 World Artificial Intelligence (AI) in Agriculture Consumption Value Forecast by Region (2025-2030)
2.3 United States Artificial Intelligence (AI) in Agriculture Consumption Value (2019-2030)
2.4 China Artificial Intelligence (AI) in Agriculture Consumption Value (2019-2030)
2.5 Europe Artificial Intelligence (AI) in Agriculture Consumption Value (2019-2030)
2.6 Japan Artificial Intelligence (AI) in Agriculture Consumption Value (2019-2030)
2.7 South Korea Artificial Intelligence (AI) in Agriculture Consumption Value (2019-2030)
2.8 ASEAN Artificial Intelligence (AI) in Agriculture Consumption Value (2019-2030)
2.9 India Artificial Intelligence (AI) in Agriculture Consumption Value (2019-2030)
3 World Artificial Intelligence (AI) in Agriculture Companies Competitive Analysis
3.1 World Artificial Intelligence (AI) in Agriculture Revenue by Player (2019-2024)
3.2 Industry Rank and Concentration Rate (CR)
3.2.1 Global Artificial Intelligence (AI) in Agriculture Industry Rank of Major Players
3.2.2 Global Concentration Ratios (CR4) for Artificial Intelligence (AI) in Agriculture in 2023
3.2.3 Global Concentration Ratios (CR8) for Artificial Intelligence (AI) in Agriculture in 2023
3.3 Artificial Intelligence (AI) in Agriculture Company Evaluation Quadrant
3.4 Artificial Intelligence (AI) in Agriculture Market: Overall Company Footprint Analysis
3.4.1 Artificial Intelligence (AI) in Agriculture Market: Region Footprint
3.4.2 Artificial Intelligence (AI) in Agriculture Market: Company Product Type Footprint
3.4.3 Artificial Intelligence (AI) in Agriculture Market: Company Product Application Footprint
3.5 Competitive Environment
3.5.1 Historical Structure of the Industry
3.5.2 Barriers of Market Entry
3.5.3 Factors of Competition
3.6 Mergers, Acquisitions Activity
4 United States VS China VS Rest of the World (by Headquarter Location)
4.1 United States VS China: Artificial Intelligence (AI) in Agriculture Revenue Comparison (by Headquarter Location)
4.1.1 United States VS China: Artificial Intelligence (AI) in Agriculture Market Size Comparison (2019 & 2023 & 2030) (by Headquarter Location)
4.1.2 United States VS China: Artificial Intelligence (AI) in Agriculture Revenue Market Share Comparison (2019 & 2023 & 2030)
4.2 United States Based Companies VS China Based Companies: Artificial Intelligence (AI) in Agriculture Consumption Value Comparison
4.2.1 United States VS China: Artificial Intelligence (AI) in Agriculture Consumption Value Comparison (2019 & 2023 & 2030)
4.2.2 United States VS China: Artificial Intelligence (AI) in Agriculture Consumption Value Market Share Comparison (2019 & 2023 & 2030)
4.3 United States Based Artificial Intelligence (AI) in Agriculture Companies and Market Share, 2019-2024
4.3.1 United States Based Artificial Intelligence (AI) in Agriculture Companies, Headquarters (States, Country)
4.3.2 United States Based Companies Artificial Intelligence (AI) in Agriculture Revenue, (2019-2024)
4.4 China Based Companies Artificial Intelligence (AI) in Agriculture Revenue and Market Share, 2019-2024
4.4.1 China Based Artificial Intelligence (AI) in Agriculture Companies, Company Headquarters (Province, Country)
4.4.2 China Based Companies Artificial Intelligence (AI) in Agriculture Revenue, (2019-2024)
4.5 Rest of World Based Artificial Intelligence (AI) in Agriculture Companies and Market Share, 2019-2024
4.5.1 Rest of World Based Artificial Intelligence (AI) in Agriculture Companies, Headquarters (States, Country)
4.5.2 Rest of World Based Companies Artificial Intelligence (AI) in Agriculture Revenue, (2019-2024)
5 Market Analysis by Type
5.1 World Artificial Intelligence (AI) in Agriculture Market Size Overview by Type: 2019 VS 2023 VS 2030
5.2 Segment Introduction by Type
5.2.1 Machine Learning
5.2.2 Computer Vision
5.2.3 Predictive Analytics
5.3 Market Segment by Type
5.3.1 World Artificial Intelligence (AI) in Agriculture Market Size by Type (2019-2024)
5.3.2 World Artificial Intelligence (AI) in Agriculture Market Size by Type (2025-2030)
5.3.3 World Artificial Intelligence (AI) in Agriculture Market Size Market Share by Type (2019-2030)
6 Market Analysis by Application
6.1 World Artificial Intelligence (AI) in Agriculture Market Size Overview by Application: 2019 VS 2023 VS 2030
6.2 Segment Introduction by Application
6.2.1 Precision Farming
6.2.2 Livestock Monitoring
6.2.3 Drone Analytics
6.2.4 Agriculture Robots
6.2.5 Agriculture Robots
6.3 Market Segment by Application
6.3.1 World Artificial Intelligence (AI) in Agriculture Market Size by Application (2019-2024)
6.3.2 World Artificial Intelligence (AI) in Agriculture Market Size by Application (2025-2030)
6.3.3 World Artificial Intelligence (AI) in Agriculture Market Size by Application (2019-2030)
7 Company Profiles
7.1 IBM
7.1.1 IBM Details
7.1.2 IBM Major Business
7.1.3 IBM Artificial Intelligence (AI) in Agriculture Product and Services
7.1.4 IBM Artificial Intelligence (AI) in Agriculture Revenue, Gross Margin and Market Share (2019-2024)
7.1.5 IBM Recent Developments/Updates
7.1.6 IBM Competitive Strengths & Weaknesses
7.2 Intel
7.2.1 Intel Details
7.2.2 Intel Major Business
7.2.3 Intel Artificial Intelligence (AI) in Agriculture Product and Services
7.2.4 Intel Artificial Intelligence (AI) in Agriculture Revenue, Gross Margin and Market Share (2019-2024)
7.2.5 Intel Recent Developments/Updates
7.2.6 Intel Competitive Strengths & Weaknesses
7.3 Microsoft
7.3.1 Microsoft Details
7.3.2 Microsoft Major Business
7.3.3 Microsoft Artificial Intelligence (AI) in Agriculture Product and Services
7.3.4 Microsoft Artificial Intelligence (AI) in Agriculture Revenue, Gross Margin and Market Share (2019-2024)
7.3.5 Microsoft Recent Developments/Updates
7.3.6 Microsoft Competitive Strengths & Weaknesses
7.4 SAP
7.4.1 SAP Details
7.4.2 SAP Major Business
7.4.3 SAP Artificial Intelligence (AI) in Agriculture Product and Services
7.4.4 SAP Artificial Intelligence (AI) in Agriculture Revenue, Gross Margin and Market Share (2019-2024)
7.4.5 SAP Recent Developments/Updates
7.4.6 SAP Competitive Strengths & Weaknesses
7.5 Agribotix
7.5.1 Agribotix Details
7.5.2 Agribotix Major Business
7.5.3 Agribotix Artificial Intelligence (AI) in Agriculture Product and Services
7.5.4 Agribotix Artificial Intelligence (AI) in Agriculture Revenue, Gross Margin and Market Share (2019-2024)
7.5.5 Agribotix Recent Developments/Updates
7.5.6 Agribotix Competitive Strengths & Weaknesses
7.6 The Climate Corporation
7.6.1 The Climate Corporation Details
7.6.2 The Climate Corporation Major Business
7.6.3 The Climate Corporation Artificial Intelligence (AI) in Agriculture Product and Services
7.6.4 The Climate Corporation Artificial Intelligence (AI) in Agriculture Revenue, Gross Margin and Market Share (2019-2024)
7.6.5 The Climate Corporation Recent Developments/Updates
7.6.6 The Climate Corporation Competitive Strengths & Weaknesses
7.7 Mavrx
7.7.1 Mavrx Details
7.7.2 Mavrx Major Business
7.7.3 Mavrx Artificial Intelligence (AI) in Agriculture Product and Services
7.7.4 Mavrx Artificial Intelligence (AI) in Agriculture Revenue, Gross Margin and Market Share (2019-2024)
7.7.5 Mavrx Recent Developments/Updates
7.7.6 Mavrx Competitive Strengths & Weaknesses
7.8 aWhere
7.8.1 aWhere Details
7.8.2 aWhere Major Business
7.8.3 aWhere Artificial Intelligence (AI) in Agriculture Product and Services
7.8.4 aWhere Artificial Intelligence (AI) in Agriculture Revenue, Gross Margin and Market Share (2019-2024)
7.8.5 aWhere Recent Developments/Updates
7.8.6 aWhere Competitive Strengths & Weaknesses
7.9 Precision Hawk
7.9.1 Precision Hawk Details
7.9.2 Precision Hawk Major Business
7.9.3 Precision Hawk Artificial Intelligence (AI) in Agriculture Product and Services
7.9.4 Precision Hawk Artificial Intelligence (AI) in Agriculture Revenue, Gross Margin and Market Share (2019-2024)
7.9.5 Precision Hawk Recent Developments/Updates
7.9.6 Precision Hawk Competitive Strengths & Weaknesses
7.10 Granular
7.10.1 Granular Details
7.10.2 Granular Major Business
7.10.3 Granular Artificial Intelligence (AI) in Agriculture Product and Services
7.10.4 Granular Artificial Intelligence (AI) in Agriculture Revenue, Gross Margin and Market Share (2019-2024)
7.10.5 Granular Recent Developments/Updates
7.10.6 Granular Competitive Strengths & Weaknesses
7.11 Prospera Technologies
7.11.1 Prospera Technologies Details
7.11.2 Prospera Technologies Major Business
7.11.3 Prospera Technologies Artificial Intelligence (AI) in Agriculture Product and Services
7.11.4 Prospera Technologies Artificial Intelligence (AI) in Agriculture Revenue, Gross Margin and Market Share (2019-2024)
7.11.5 Prospera Technologies Recent Developments/Updates
7.11.6 Prospera Technologies Competitive Strengths & Weaknesses
7.12 Spensa Technologies
7.12.1 Spensa Technologies Details
7.12.2 Spensa Technologies Major Business
7.12.3 Spensa Technologies Artificial Intelligence (AI) in Agriculture Product and Services
7.12.4 Spensa Technologies Artificial Intelligence (AI) in Agriculture Revenue, Gross Margin and Market Share (2019-2024)
7.12.5 Spensa Technologies Recent Developments/Updates
7.12.6 Spensa Technologies Competitive Strengths & Weaknesses
7.13 Resson
7.13.1 Resson Details
7.13.2 Resson Major Business
7.13.3 Resson Artificial Intelligence (AI) in Agriculture Product and Services
7.13.4 Resson Artificial Intelligence (AI) in Agriculture Revenue, Gross Margin and Market Share (2019-2024)
7.13.5 Resson Recent Developments/Updates
7.13.6 Resson Competitive Strengths & Weaknesses
7.14 Vision Robotics
7.14.1 Vision Robotics Details
7.14.2 Vision Robotics Major Business
7.14.3 Vision Robotics Artificial Intelligence (AI) in Agriculture Product and Services
7.14.4 Vision Robotics Artificial Intelligence (AI) in Agriculture Revenue, Gross Margin and Market Share (2019-2024)
7.14.5 Vision Robotics Recent Developments/Updates
7.14.6 Vision Robotics Competitive Strengths & Weaknesses
7.15 Harvest Croo Robotics
7.15.1 Harvest Croo Robotics Details
7.15.2 Harvest Croo Robotics Major Business
7.15.3 Harvest Croo Robotics Artificial Intelligence (AI) in Agriculture Product and Services
7.15.4 Harvest Croo Robotics Artificial Intelligence (AI) in Agriculture Revenue, Gross Margin and Market Share (2019-2024)
7.15.5 Harvest Croo Robotics Recent Developments/Updates
7.15.6 Harvest Croo Robotics Competitive Strengths & Weaknesses
7.16 CropX
7.16.1 CropX Details
7.16.2 CropX Major Business
7.16.3 CropX Artificial Intelligence (AI) in Agriculture Product and Services
7.16.4 CropX Artificial Intelligence (AI) in Agriculture Revenue, Gross Margin and Market Share (2019-2024)
7.16.5 CropX Recent Developments/Updates
7.16.6 CropX Competitive Strengths & Weaknesses
7.17 John Deere
7.17.1 John Deere Details
7.17.2 John Deere Major Business
7.17.3 John Deere Artificial Intelligence (AI) in Agriculture Product and Services
7.17.4 John Deere Artificial Intelligence (AI) in Agriculture Revenue, Gross Margin and Market Share (2019-2024)
7.17.5 John Deere Recent Developments/Updates
7.17.6 John Deere Competitive Strengths & Weaknesses
7.18 Gamaya
7.18.1 Gamaya Details
7.18.2 Gamaya Major Business
7.18.3 Gamaya Artificial Intelligence (AI) in Agriculture Product and Services
7.18.4 Gamaya Artificial Intelligence (AI) in Agriculture Revenue, Gross Margin and Market Share (2019-2024)
7.18.5 Gamaya Recent Developments/Updates
7.18.6 Gamaya Competitive Strengths & Weaknesses
7.19 Cainthus
7.19.1 Cainthus Details
7.19.2 Cainthus Major Business
7.19.3 Cainthus Artificial Intelligence (AI) in Agriculture Product and Services
7.19.4 Cainthus Artificial Intelligence (AI) in Agriculture Revenue, Gross Margin and Market Share (2019-2024)
7.19.5 Cainthus Recent Developments/Updates
7.19.6 Cainthus Competitive Strengths & Weaknesses
8 Industry Chain Analysis
8.1 Artificial Intelligence (AI) in Agriculture Industry Chain
8.2 Artificial Intelligence (AI) in Agriculture Upstream Analysis
8.3 Artificial Intelligence (AI) in Agriculture Midstream Analysis
8.4 Artificial Intelligence (AI) in Agriculture Downstream Analysis
9 Research Findings and Conclusion
10 Appendix
10.1 Methodology
10.2 Research Process and Data Source
10.3 Disclaimer
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Table of Figures

List of Tables
    Table 1. World Artificial Intelligence (AI) in Agriculture Revenue by Region (2019, 2023 and 2030) & (USD Million), (by Headquarter Location)
    Table 2. World Artificial Intelligence (AI) in Agriculture Revenue by Region (2019-2024) & (USD Million), (by Headquarter Location)
    Table 3. World Artificial Intelligence (AI) in Agriculture Revenue by Region (2025-2030) & (USD Million), (by Headquarter Location)
    Table 4. World Artificial Intelligence (AI) in Agriculture Revenue Market Share by Region (2019-2024), (by Headquarter Location)
    Table 5. World Artificial Intelligence (AI) in Agriculture Revenue Market Share by Region (2025-2030), (by Headquarter Location)
    Table 6. Major Market Trends
    Table 7. World Artificial Intelligence (AI) in Agriculture Consumption Value Growth Rate Forecast by Region (2019 & 2023 & 2030) & (USD Million)
    Table 8. World Artificial Intelligence (AI) in Agriculture Consumption Value by Region (2019-2024) & (USD Million)
    Table 9. World Artificial Intelligence (AI) in Agriculture Consumption Value Forecast by Region (2025-2030) & (USD Million)
    Table 10. World Artificial Intelligence (AI) in Agriculture Revenue by Player (2019-2024) & (USD Million)
    Table 11. Revenue Market Share of Key Artificial Intelligence (AI) in Agriculture Players in 2023
    Table 12. World Artificial Intelligence (AI) in Agriculture Industry Rank of Major Player, Based on Revenue in 2023
    Table 13. Global Artificial Intelligence (AI) in Agriculture Company Evaluation Quadrant
    Table 14. Head Office of Key Artificial Intelligence (AI) in Agriculture Player
    Table 15. Artificial Intelligence (AI) in Agriculture Market: Company Product Type Footprint
    Table 16. Artificial Intelligence (AI) in Agriculture Market: Company Product Application Footprint
    Table 17. Artificial Intelligence (AI) in Agriculture Mergers & Acquisitions Activity
    Table 18. United States VS China Artificial Intelligence (AI) in Agriculture Market Size Comparison, (2019 & 2023 & 2030) & (USD Million)
    Table 19. United States VS China Artificial Intelligence (AI) in Agriculture Consumption Value Comparison, (2019 & 2023 & 2030) & (USD Million)
    Table 20. United States Based Artificial Intelligence (AI) in Agriculture Companies, Headquarters (States, Country)
    Table 21. United States Based Companies Artificial Intelligence (AI) in Agriculture Revenue, (2019-2024) & (USD Million)
    Table 22. United States Based Companies Artificial Intelligence (AI) in Agriculture Revenue Market Share (2019-2024)
    Table 23. China Based Artificial Intelligence (AI) in Agriculture Companies, Headquarters (Province, Country)
    Table 24. China Based Companies Artificial Intelligence (AI) in Agriculture Revenue, (2019-2024) & (USD Million)
    Table 25. China Based Companies Artificial Intelligence (AI) in Agriculture Revenue Market Share (2019-2024)
    Table 26. Rest of World Based Artificial Intelligence (AI) in Agriculture Companies, Headquarters (States, Country)
    Table 27. Rest of World Based Companies Artificial Intelligence (AI) in Agriculture Revenue, (2019-2024) & (USD Million)
    Table 28. Rest of World Based Companies Artificial Intelligence (AI) in Agriculture Revenue Market Share (2019-2024)
    Table 29. World Artificial Intelligence (AI) in Agriculture Market Size by Type, (USD Million), 2019 & 2023 & 2030
    Table 30. World Artificial Intelligence (AI) in Agriculture Market Size by Type (2019-2024) & (USD Million)
    Table 31. World Artificial Intelligence (AI) in Agriculture Market Size by Type (2025-2030) & (USD Million)
    Table 32. World Artificial Intelligence (AI) in Agriculture Market Size by Application, (USD Million), 2019 & 2023 & 2030
    Table 33. World Artificial Intelligence (AI) in Agriculture Market Size by Application (2019-2024) & (USD Million)
    Table 34. World Artificial Intelligence (AI) in Agriculture Market Size by Application (2025-2030) & (USD Million)
    Table 35. IBM Basic Information, Area Served and Competitors
    Table 36. IBM Major Business
    Table 37. IBM Artificial Intelligence (AI) in Agriculture Product and Services
    Table 38. IBM Artificial Intelligence (AI) in Agriculture Revenue, Gross Margin and Market Share (2019-2024) & (USD Million)
    Table 39. IBM Recent Developments/Updates
    Table 40. IBM Competitive Strengths & Weaknesses
    Table 41. Intel Basic Information, Area Served and Competitors
    Table 42. Intel Major Business
    Table 43. Intel Artificial Intelligence (AI) in Agriculture Product and Services
    Table 44. Intel Artificial Intelligence (AI) in Agriculture Revenue, Gross Margin and Market Share (2019-2024) & (USD Million)
    Table 45. Intel Recent Developments/Updates
    Table 46. Intel Competitive Strengths & Weaknesses
    Table 47. Microsoft Basic Information, Area Served and Competitors
    Table 48. Microsoft Major Business
    Table 49. Microsoft Artificial Intelligence (AI) in Agriculture Product and Services
    Table 50. Microsoft Artificial Intelligence (AI) in Agriculture Revenue, Gross Margin and Market Share (2019-2024) & (USD Million)
    Table 51. Microsoft Recent Developments/Updates
    Table 52. Microsoft Competitive Strengths & Weaknesses
    Table 53. SAP Basic Information, Area Served and Competitors
    Table 54. SAP Major Business
    Table 55. SAP Artificial Intelligence (AI) in Agriculture Product and Services
    Table 56. SAP Artificial Intelligence (AI) in Agriculture Revenue, Gross Margin and Market Share (2019-2024) & (USD Million)
    Table 57. SAP Recent Developments/Updates
    Table 58. SAP Competitive Strengths & Weaknesses
    Table 59. Agribotix Basic Information, Area Served and Competitors
    Table 60. Agribotix Major Business
    Table 61. Agribotix Artificial Intelligence (AI) in Agriculture Product and Services
    Table 62. Agribotix Artificial Intelligence (AI) in Agriculture Revenue, Gross Margin and Market Share (2019-2024) & (USD Million)
    Table 63. Agribotix Recent Developments/Updates
    Table 64. Agribotix Competitive Strengths & Weaknesses
    Table 65. The Climate Corporation Basic Information, Area Served and Competitors
    Table 66. The Climate Corporation Major Business
    Table 67. The Climate Corporation Artificial Intelligence (AI) in Agriculture Product and Services
    Table 68. The Climate Corporation Artificial Intelligence (AI) in Agriculture Revenue, Gross Margin and Market Share (2019-2024) & (USD Million)
    Table 69. The Climate Corporation Recent Developments/Updates
    Table 70. The Climate Corporation Competitive Strengths & Weaknesses
    Table 71. Mavrx Basic Information, Area Served and Competitors
    Table 72. Mavrx Major Business
    Table 73. Mavrx Artificial Intelligence (AI) in Agriculture Product and Services
    Table 74. Mavrx Artificial Intelligence (AI) in Agriculture Revenue, Gross Margin and Market Share (2019-2024) & (USD Million)
    Table 75. Mavrx Recent Developments/Updates
    Table 76. Mavrx Competitive Strengths & Weaknesses
    Table 77. aWhere Basic Information, Area Served and Competitors
    Table 78. aWhere Major Business
    Table 79. aWhere Artificial Intelligence (AI) in Agriculture Product and Services
    Table 80. aWhere Artificial Intelligence (AI) in Agriculture Revenue, Gross Margin and Market Share (2019-2024) & (USD Million)
    Table 81. aWhere Recent Developments/Updates
    Table 82. aWhere Competitive Strengths & Weaknesses
    Table 83. Precision Hawk Basic Information, Area Served and Competitors
    Table 84. Precision Hawk Major Business
    Table 85. Precision Hawk Artificial Intelligence (AI) in Agriculture Product and Services
    Table 86. Precision Hawk Artificial Intelligence (AI) in Agriculture Revenue, Gross Margin and Market Share (2019-2024) & (USD Million)
    Table 87. Precision Hawk Recent Developments/Updates
    Table 88. Precision Hawk Competitive Strengths & Weaknesses
    Table 89. Granular Basic Information, Area Served and Competitors
    Table 90. Granular Major Business
    Table 91. Granular Artificial Intelligence (AI) in Agriculture Product and Services
    Table 92. Granular Artificial Intelligence (AI) in Agriculture Revenue, Gross Margin and Market Share (2019-2024) & (USD Million)
    Table 93. Granular Recent Developments/Updates
    Table 94. Granular Competitive Strengths & Weaknesses
    Table 95. Prospera Technologies Basic Information, Area Served and Competitors
    Table 96. Prospera Technologies Major Business
    Table 97. Prospera Technologies Artificial Intelligence (AI) in Agriculture Product and Services
    Table 98. Prospera Technologies Artificial Intelligence (AI) in Agriculture Revenue, Gross Margin and Market Share (2019-2024) & (USD Million)
    Table 99. Prospera Technologies Recent Developments/Updates
    Table 100. Prospera Technologies Competitive Strengths & Weaknesses
    Table 101. Spensa Technologies Basic Information, Area Served and Competitors
    Table 102. Spensa Technologies Major Business
    Table 103. Spensa Technologies Artificial Intelligence (AI) in Agriculture Product and Services
    Table 104. Spensa Technologies Artificial Intelligence (AI) in Agriculture Revenue, Gross Margin and Market Share (2019-2024) & (USD Million)
    Table 105. Spensa Technologies Recent Developments/Updates
    Table 106. Spensa Technologies Competitive Strengths & Weaknesses
    Table 107. Resson Basic Information, Area Served and Competitors
    Table 108. Resson Major Business
    Table 109. Resson Artificial Intelligence (AI) in Agriculture Product and Services
    Table 110. Resson Artificial Intelligence (AI) in Agriculture Revenue, Gross Margin and Market Share (2019-2024) & (USD Million)
    Table 111. Resson Recent Developments/Updates
    Table 112. Resson Competitive Strengths & Weaknesses
    Table 113. Vision Robotics Basic Information, Area Served and Competitors
    Table 114. Vision Robotics Major Business
    Table 115. Vision Robotics Artificial Intelligence (AI) in Agriculture Product and Services
    Table 116. Vision Robotics Artificial Intelligence (AI) in Agriculture Revenue, Gross Margin and Market Share (2019-2024) & (USD Million)
    Table 117. Vision Robotics Recent Developments/Updates
    Table 118. Vision Robotics Competitive Strengths & Weaknesses
    Table 119. Harvest Croo Robotics Basic Information, Area Served and Competitors
    Table 120. Harvest Croo Robotics Major Business
    Table 121. Harvest Croo Robotics Artificial Intelligence (AI) in Agriculture Product and Services
    Table 122. Harvest Croo Robotics Artificial Intelligence (AI) in Agriculture Revenue, Gross Margin and Market Share (2019-2024) & (USD Million)
    Table 123. Harvest Croo Robotics Recent Developments/Updates
    Table 124. Harvest Croo Robotics Competitive Strengths & Weaknesses
    Table 125. CropX Basic Information, Area Served and Competitors
    Table 126. CropX Major Business
    Table 127. CropX Artificial Intelligence (AI) in Agriculture Product and Services
    Table 128. CropX Artificial Intelligence (AI) in Agriculture Revenue, Gross Margin and Market Share (2019-2024) & (USD Million)
    Table 129. CropX Recent Developments/Updates
    Table 130. CropX Competitive Strengths & Weaknesses
    Table 131. John Deere Basic Information, Area Served and Competitors
    Table 132. John Deere Major Business
    Table 133. John Deere Artificial Intelligence (AI) in Agriculture Product and Services
    Table 134. John Deere Artificial Intelligence (AI) in Agriculture Revenue, Gross Margin and Market Share (2019-2024) & (USD Million)
    Table 135. John Deere Recent Developments/Updates
    Table 136. John Deere Competitive Strengths & Weaknesses
    Table 137. Gamaya Basic Information, Area Served and Competitors
    Table 138. Gamaya Major Business
    Table 139. Gamaya Artificial Intelligence (AI) in Agriculture Product and Services
    Table 140. Gamaya Artificial Intelligence (AI) in Agriculture Revenue, Gross Margin and Market Share (2019-2024) & (USD Million)
    Table 141. Gamaya Recent Developments/Updates
    Table 142. Cainthus Basic Information, Area Served and Competitors
    Table 143. Cainthus Major Business
    Table 144. Cainthus Artificial Intelligence (AI) in Agriculture Product and Services
    Table 145. Cainthus Artificial Intelligence (AI) in Agriculture Revenue, Gross Margin and Market Share (2019-2024) & (USD Million)
    Table 146. Global Key Players of Artificial Intelligence (AI) in Agriculture Upstream (Raw Materials)
    Table 147. Artificial Intelligence (AI) in Agriculture Typical Customers
List of Figure
    Figure 1. Artificial Intelligence (AI) in Agriculture Picture
    Figure 2. World Artificial Intelligence (AI) in Agriculture Total Market Size: 2019 & 2023 & 2030, (USD Million)
    Figure 3. World Artificial Intelligence (AI) in Agriculture Total Market Size (2019-2030) & (USD Million)
    Figure 4. World Artificial Intelligence (AI) in Agriculture Revenue Market Share by Region (2019, 2023 and 2030) & (USD Million) , (by Headquarter Location)
    Figure 5. World Artificial Intelligence (AI) in Agriculture Revenue Market Share by Region (2019-2030), (by Headquarter Location)
    Figure 6. United States Based Company Artificial Intelligence (AI) in Agriculture Revenue (2019-2030) & (USD Million)
    Figure 7. China Based Company Artificial Intelligence (AI) in Agriculture Revenue (2019-2030) & (USD Million)
    Figure 8. Europe Based Company Artificial Intelligence (AI) in Agriculture Revenue (2019-2030) & (USD Million)
    Figure 9. Japan Based Company Artificial Intelligence (AI) in Agriculture Revenue (2019-2030) & (USD Million)
    Figure 10. South Korea Based Company Artificial Intelligence (AI) in Agriculture Revenue (2019-2030) & (USD Million)
    Figure 11. ASEAN Based Company Artificial Intelligence (AI) in Agriculture Revenue (2019-2030) & (USD Million)
    Figure 12. India Based Company Artificial Intelligence (AI) in Agriculture Revenue (2019-2030) & (USD Million)
    Figure 13. Artificial Intelligence (AI) in Agriculture Market Drivers
    Figure 14. Factors Affecting Demand
    Figure 15. World Artificial Intelligence (AI) in Agriculture Consumption Value (2019-2030) & (USD Million)
    Figure 16. World Artificial Intelligence (AI) in Agriculture Consumption Value Market Share by Region (2019-2030)
    Figure 17. United States Artificial Intelligence (AI) in Agriculture Consumption Value (2019-2030) & (USD Million)
    Figure 18. China Artificial Intelligence (AI) in Agriculture Consumption Value (2019-2030) & (USD Million)
    Figure 19. Europe Artificial Intelligence (AI) in Agriculture Consumption Value (2019-2030) & (USD Million)
    Figure 20. Japan Artificial Intelligence (AI) in Agriculture Consumption Value (2019-2030) & (USD Million)
    Figure 21. South Korea Artificial Intelligence (AI) in Agriculture Consumption Value (2019-2030) & (USD Million)
    Figure 22. ASEAN Artificial Intelligence (AI) in Agriculture Consumption Value (2019-2030) & (USD Million)
    Figure 23. India Artificial Intelligence (AI) in Agriculture Consumption Value (2019-2030) & (USD Million)
    Figure 24. Producer Shipments of Artificial Intelligence (AI) in Agriculture by Player Revenue ($MM) and Market Share (%): 2023
    Figure 25. Global Four-firm Concentration Ratios (CR4) for Artificial Intelligence (AI) in Agriculture Markets in 2023
    Figure 26. Global Four-firm Concentration Ratios (CR8) for Artificial Intelligence (AI) in Agriculture Markets in 2023
    Figure 27. United States VS China: Artificial Intelligence (AI) in Agriculture Revenue Market Share Comparison (2019 & 2023 & 2030)
    Figure 28. United States VS China: Artificial Intelligence (AI) in Agriculture Consumption Value Market Share Comparison (2019 & 2023 & 2030)
    Figure 29. World Artificial Intelligence (AI) in Agriculture Market Size by Type, (USD Million), 2019 & 2023 & 2030
    Figure 30. World Artificial Intelligence (AI) in Agriculture Market Size Market Share by Type in 2023
    Figure 31. Machine Learning
    Figure 32. Computer Vision
    Figure 33. Predictive Analytics
    Figure 34. World Artificial Intelligence (AI) in Agriculture Market Size Market Share by Type (2019-2030)
    Figure 35. World Artificial Intelligence (AI) in Agriculture Market Size by Application, (USD Million), 2019 & 2023 & 2030
    Figure 36. World Artificial Intelligence (AI) in Agriculture Market Size Market Share by Application in 2023
    Figure 37. Precision Farming
    Figure 38. Livestock Monitoring
    Figure 39. Drone Analytics
    Figure 40. Agriculture Robots
    Figure 41. Others
    Figure 42. Artificial Intelligence (AI) in Agriculture Industrial Chain
    Figure 43. Methodology
    Figure 44. Research Process and Data Source
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Research Methodology

Client Requirements

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Review and analyze client requirements

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Discussion of all the project requirements and queries

Flexibility Check

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Project Feasibility Analysis

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Finalizing tentative research programme

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Structuring project proposal with scope, timeline, and costs

Analyzing Market Dynamics

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Determination of key drivers, restraints, challenge, and opportunity

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Identifies market needs and trends

Market Size Estimation & Forecast

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Estimation of historical data based on secondary and primary data

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Anticipating market recast by assigning weightage to market forces (drivers, restraints, opportunities)

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Freezing historical and forecast market size estimations based on evolution, trends, outlook, and strategies

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Consideration of geography, region-specific product/service demand for region segments

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Consideration of product utilization rates, product demand outlook for segments by application or end-user.

tuBiao1

Data Source

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Secondary Source
Data collections from annual reports, presentations,associations, journals, analyst reports, paid database, press releases, blogs, newsletters,and GIR repositories.

yuan2

Discussion of all the project requirements and queries

Validation and triangulation of secondary and primary source.

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Collection of data

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Cumulating and collating the essential qualitative and quantitative data

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Generation of report in client requested format by research analysts

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Reviews by expert analysts

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Final quality check

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Clarifying queries

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Receiving feedback

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Ensuring satisfaction

  • yuan01
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    01 Identification of data

    This step involves identification of several primary and secondary data research sources, including Global Info Research's internal data sources. The primary sources consist of in-depth discussions and interviews with policy makers, industry experts, and data evaluators, whereas secondary sources include a thorough study of market journals, press releases, annual reports, and government and non-government agencies websites.

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    02 Evaluation of Market Dynamic

    This phase includes a detailed evaluation of several factors that are likely to affect the market dynamics. It involves a comprehensive assessment of major market pain points, drivers, and trends. It also comprises a detailed study of research plans and methodology.

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    liuCheng01

    03 Collection of Data

    This process consists of gathering data, accessing proprietary databases, and reaching out to key industry participants that operate in the market across the value chain. It also involves studying several patterns in the historical data and comparing it with the current scenario.

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    liuCheng01

    04 Collaboration of Data

    This stage involves the validation of data and arrival at actual statistics, and evolution of the market over the years. It entails the study and analyzes various segments and verticals of the market. An impact analysis is also performed to observe which factors will affect the market in the next few years.

  • yuan01
    liuCheng01

    05 Verification and Analysis

    This is the final stage, which involves both quantity and quality checks. Although the process of data verification is an integral part of the research process, all data points and statistics and figures are re-checked to uphold their authenticity and validity.

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Companies Mentioned

IBM
Intel
Microsoft
SAP
Agribotix
The Climate Corporation
Mavrx
aWhere
Precision Hawk
Granular
Prospera Technologies
Spensa Technologies
Resson
Vision Robotics
Harvest Croo Robotics
CropX
John Deere
Gamaya
Cainthus
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