APO Research

APO RESEARCH · REPORT

Artificial Intelligence (AI) in Agriculture

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.

Product & engineering

Understand the product.

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.

Selected research

Market Structure

Global Artificial Intelligence (AI) in Agriculture Market by Size, by Type, by Application, by Region, History and Forecast 2021-2032

Market perspective

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.

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.

Read the full market overview

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.

Report Includes

This report provides an overview of the global Artificial Intelligence (AI) in Agriculture market and its size, analyzing global market trends based on historical revenue data for 2021-2025, estimates for 2026, and projected CAGRs through 2032.

The study covers key producers of Artificial Intelligence (AI) in Agriculture and revenue in major regions and countries, assesses future market potential, and highlights priority regions and countries for segmenting the market into sub-sectors, with country-specific market value data for the U.S., Canada, Mexico, Brazil, China, Japan, South Korea, Southeast Asia, India, Germany, the U.K., Italy, the Middle East, Africa, and other countries.

The report also presents Artificial Intelligence (AI) in Agriculture revenue, market share, and industry ranking for the main manufacturers for 2021-2026, identifies the major stakeholders in the global market, and analyzes their competitive landscape and market positioning based on recent developments and segmental revenues.

In addition, the report analyzes segment data by Type and Application—covering revenue and growth rates—for 2021-2032, and evaluates and forecasts the Artificial Intelligence (AI) in Agriculture market size, projected growth trends, production technologies, key applications, and end-use industries.

Artificial Intelligence (AI) in Agriculture Segment by Company

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

Artificial Intelligence (AI) in Agriculture Segment by Type

Machine Learning

Computer Vision

Predictive Analytics

Artificial Intelligence (AI) in Agriculture Segment by Application

Precision Farming

Livestock Monitoring

Drone Analytics

Agriculture Robots

Others

Artificial Intelligence (AI) in Agriculture Segment by Region

North America

United States

Canada

Mexico

Europe

Germany

France

U.K.

Italy

Russia

Spain

Netherlands

Switzerland

Sweden

Poland

Asia-Pacific

China

Japan

South Korea

India

Australia

Taiwan

Southeast Asia

South America

Brazil

Argentina

Chile

Colombia

Middle East & Africa

Egypt

South Africa

Israel

Türkiye

GCC Countries

Study Objectives

1. To analyze and research the global status and future forecast, involving, production, value, consumption, growth rate (CAGR), market share, historical and forecast.

2. To present the key manufacturers, capacity, production, revenue, market share, and Recent Developments.

3. To split the breakdown data by regions, type, manufacturers, and Application.

4. To analyze the global and key regions market potential and advantage, opportunity and challenge, restraints, and risks.

5. To identify significant trends, drivers, influence factors in global and regions.

6. To analyze competitive developments such as expansions, agreements, new product launches, and acquisitions in the market.

Reasons to Buy This Report

1. This report will help the readers to understand the competition within the industries and strategies for the competitive environment to enhance the potential profit. The report also focuses on the competitive landscape of the global Artificial Intelligence (AI) in Agriculture market, and introduces in detail the market share, industry ranking, competitor ecosystem, market performance, new product development, operation situation, expansion, and acquisition. etc. of the main players, which helps the readers to identify the main competitors and deeply understand the competition pattern of the market.

2. This report will help stakeholders to understand the global industry status and trends of Artificial Intelligence (AI) in Agriculture and provides them with information on key market drivers, restraints, challenges, and opportunities.

3. This report will help stakeholders to understand competitors better and gain more insights to strengthen their position in their businesses. The competitive landscape section includes the market share and rank (in volume and value), competitor ecosystem, new product development, expansion, and acquisition.

4. This report stays updated with novel technology integration, features, and the latest developments in the market.

5. This report helps stakeholders to gain insights into which regions to target globally.

6. This report helps stakeholders to gain insights into the end-user perception concerning the adoption of Artificial Intelligence (AI) in Agriculture.

7. This report helps stakeholders to identify some of the key players in the market and understand their valuable contribution.

Chapter Outline

Chapter 1: Introduces the report scope of the report, executive summary of different market segments (product type, application, etc), including the market size of each market segment, future development potential, and so on. Revenue of Artificial Intelligence (AI) in Agriculture in global and regional level. It provides a quantitative analysis of the market size and development potential of each region and its main countries and introduces the market development, future development prospects, market space, and capacity of each country in the world. It offers a high-level view of the current state of the market and its likely evolution in the short to mid-term, and long term.

Chapter 2: Analysis key trends, drivers, challenges, and opportunities within the global Artificial Intelligence (AI) in Agriculture industry.

Chapter 3: Detailed analysis of Artificial Intelligence (AI) in Agriculture companies' competitive landscape, revenue, market share and industry ranking, latest development plan, merger, and acquisition information, etc.

Chapter 4: Provides the analysis of various market segments by type, covering the revenue, and development potential of each market segment, to help readers find the blue ocean market in different market segments.

Chapter 5: Provides the analysis of various market segments by application, covering the revenue, and development potential of each market segment, to help readers find the blue ocean market in different downstream markets.

Chapter 6: Provides profiles of key companies, introducing the basic situation of the main companies in the market in detail, including product descriptions and specifications, Artificial Intelligence (AI) in Agriculturerevenue, gross margin, and recent development, etc.

Chapter 7: North America (US & Canada) by type, by application and by country, revenue for each segment.

Chapter 8: Europe by type, by application and by country, revenue for each segment.

Chapter 9: China by type, and by application, revenue for each segment.

Chapter 10: Asia (excluding China) by type, by application and by region, revenue for each segment.

Chapter 11: South America, Middle East & Africa by type, by application and by country, revenue for each segment.

Chapter 12: Concluding Insights of the report.

More report detail

Tables and figures
List of Tables Table 1. Global Artificial Intelligence (AI) in Agriculture Market Size Growth Rate by Type (US$ Million): 2021 VS 2025 VS 2032 Table 2. Key Players of Machine Learning Table 3. Key Players of Computer Vision Table 4. Key Players of Predictive Analytics Table 4. Global Artificial Intelligence (AI) in Agriculture Market Size Growth Rate by Application (US$ Million): 2021 VS 2025 VS 2032 Table 5. Key Players of Precision Farming Table 6. Key Players of Livestock Monitoring Table 7. Key Players of Drone Analytics Table 8. Key Players of Agriculture Robots Table 9. Key Players of Others Table 10. Global Artificial Intelligence (AI) in Agriculture Market Size Growth Rate (CAGR) by Region (US$ Million): 2021 VS 2025 VS 2032 Table 11. Global Artificial Intelligence (AI) in Agriculture Market Size by Region (2021-2026) & (US$ Million) Table 12. Global Artificial Intelligence (AI) in Agriculture Market Share by Region (2021-2026) Table 13. Global Artificial Intelligence (AI) in Agriculture Market Size by Region (2027-2032) & (US$ Million) Table 14. Global Artificial Intelligence (AI) in Agriculture Market Share by Region (2027-2032) Table 15. Artificial Intelligence (AI) in Agriculture Industry Trends Table 16. Artificial Intelligence (AI) in Agriculture Industry Drivers Table 17. Artificial Intelligence (AI) in Agriculture Industry Opportunities and Challenges Table 18. Artificial Intelligence (AI) in Agriculture Industry Restraints Table 19. Global Artificial Intelligence (AI) in Agriculture Revenue by Company (US$ Million) & (2021-2026) Table 20. Global Artificial Intelligence (AI) in Agriculture Revenue Market Share by Company (2021-2026) Table 21. Global Artificial Intelligence (AI) in Agriculture Players Revenue Ranking, 2024 VS 2025 VS 2026 Table 22. Global Artificial Intelligence (AI) in Agriculture Key Company Head Office and Area Served Table 23. Global Artificial Intelligence (AI) in Agriculture Company, Product Type & Application Table 24. Global Artificial Intelligence (AI) in Agriculture Company Establishment Date Table 25. Global Company Market Concentration Ratio (CR5 and HHI) Table 26. Global Artificial Intelligence (AI) in Agriculture by Company Type (Tier 1, Tier 2, and Tier 3) & (based on the Revenue of 2025) Table 27. Global Artificial Intelligence (AI) in Agriculture Market Size by Type 2021 VS 2025 VS 2032 (US$ Million) Table 28. Global Artificial Intelligence (AI) in Agriculture Market Size by Type (2021-2026) & (US$ Million) Table 29. Global Artificial Intelligence (AI) in Agriculture Market Size by Type (2027-2032) & (US$ Million) Table 30. Global Artificial Intelligence (AI) in Agriculture Revenue Market Share by Type (2021-2026) Table 31. Global Artificial Intelligence (AI) in Agriculture Revenue Market Share by Type (2027-2032) Table 32. Global Artificial Intelligence (AI) in Agriculture Market Size by Application 2021 VS 2025 VS 2032 (US$ Million) Table 33. Global Artificial Intelligence (AI) in Agriculture Market Size by Application (2021-2026) & (US$ Million) Table 34. Global Artificial Intelligence (AI) in Agriculture Market Size by Application (2027-2032) & (US$ Million) Table 35. Global Artificial Intelligence (AI) in Agriculture Revenue Market Share by Application (2021-2026) Table 36. Global Artificial Intelligence (AI) in Agriculture Revenue Market Share by Application (2027-2032) Table 37. IBM Company Information Table 38. IBM Business Overview Table 39. IBM Artificial Intelligence (AI) in Agriculture Revenue and Gross Margin (US$ Million) & (2021-2026) Table 40. IBM Artificial Intelligence (AI) in Agriculture Product Portfolio Table 41. IBM Recent Development Table 42. Intel Company Information Table 43. Intel Business Overview Table 44. Intel Artificial Intelligence (AI) in Agriculture Revenue and Gross Margin (US$ Million) & (2021-2026) Table 45. Intel Artificial Intelligence (AI) in Agriculture Product Portfolio Table 46. Intel Recent Development Table 47. Microsoft Company Information Table 48. Microsoft Business Overview Table 49. Microsoft Artificial Intelligence (AI) in Agriculture Revenue and Gross Margin (US$ Million) & (2021-2026) Table 50. Microsoft Artificial Intelligence (AI) in Agriculture Product Portfolio Table 51. Microsoft Recent Development Table 52. SAP Company Information Table 53. SAP Business Overview Table 54. SAP Artificial Intelligence (AI) in Agriculture Revenue and Gross Margin (US$ Million) & (2021-2026) Table 55. SAP Artificial Intelligence (AI) in Agriculture Product Portfolio Table 56. SAP Recent Development Table 57. Agribotix Company Information Table 58. Agribotix Business Overview Table 59. Agribotix Artificial Intelligence (AI) in Agriculture Revenue and Gross Margin (US$ Million) & (2021-2026) Table 60. Agribotix Artificial Intelligence (AI) in Agriculture Product Portfolio Table 61. Agribotix Recent Development Table 62. The Climate Corporation Company Information Table 63. The Climate Corporation Business Overview Table 64. The Climate Corporation Artificial Intelligence (AI) in Agriculture Revenue and Gross Margin (US$ Million) & (2021-2026) Table 65. The Climate Corporation Artificial Intelligence (AI) in Agriculture Product Portfolio Table 66. The Climate Corporation Recent Development Table 67. Mavrx Company Information Table 68. Mavrx Business Overview Table 69. Mavrx Artificial Intelligence (AI) in Agriculture Revenue and Gross Margin (US$ Million) & (2021-2026) Table 70. Mavrx Artificial Intelligence (AI) in Agriculture Product Portfolio Table 71. Mavrx Recent Development Table 72. aWhere Company Information Table 73. aWhere Business Overview Table 74. aWhere Artificial Intelligence (AI) in Agriculture Revenue and Gross Margin (US$ Million) & (2021-2026) Table 75. aWhere Artificial Intelligence (AI) in Agriculture Product Portfolio Table 76. aWhere Recent Development Table 77. Precision Hawk Company Information Table 78. Precision Hawk Business Overview Table 79. Precision Hawk Artificial Intelligence (AI) in Agriculture Revenue and Gross Margin (US$ Million) & (2021-2026) Table 80. Precision Hawk Artificial Intelligence (AI) in Agriculture Product Portfolio Table 81. Precision Hawk Recent Development Table 82. Granular Company Information Table 83. Granular Business Overview Table 84. Granular Artificial Intelligence (AI) in Agriculture Revenue and Gross Margin (US$ Million) & (2021-2026) Table 85. Granular Artificial Intelligence (AI) in Agriculture Product Portfolio Table 86. Granular Recent Development Table 87. Prospera Technologies Company Information Table 88. Prospera Technologies Business Overview Table 89. Prospera Technologies Artificial Intelligence (AI) in Agriculture Revenue and Gross Margin (US$ Million) & (2021-2026) Table 90. Prospera Technologies Artificial Intelligence (AI) in Agriculture Product Portfolio Table 91. Prospera Technologies Recent Development Table 92. Spensa Technologies Company Information Table 93. Spensa Technologies Business Overview Table 94. Spensa Technologies Artificial Intelligence (AI) in Agriculture Revenue and Gross Margin (US$ Million) & (2021-2026) Table 95. Spensa Technologies Artificial Intelligence (AI) in Agriculture Product Portfolio Table 96. Spensa Technologies Recent Development Table 97. Resson Company Information Table 98. Resson Business Overview Table 99. Resson Artificial Intelligence (AI) in Agriculture Revenue and Gross Margin (US$ Million) & (2021-2026) Table 100. Resson Artificial Intelligence (AI) in Agriculture Product Portfolio Table 101. Resson Recent Development Table 102. Vision Robotics Company Information Table 103. Vision Robotics Business Overview Table 104. Vision Robotics Artificial Intelligence (AI) in Agriculture Revenue and Gross Margin (US$ Million) & (2021-2026) Table 105. Vision Robotics Artificial Intelligence (AI) in Agriculture Product Portfolio Table 106. Vision Robotics Recent Development Table 107. Harvest Croo Robotics Company Information Table 108. Harvest Croo Robotics Business Overview Table 109. Harvest Croo Robotics Artificial Intelligence (AI) in Agriculture Revenue and Gross Margin (US$ Million) & (2021-2026) Table 110. Harvest Croo Robotics Artificial Intelligence (AI) in Agriculture Product Portfolio Table 111. Harvest Croo Robotics Recent Development Table 112. CropX Company Information Table 113. CropX Business Overview Table 114. CropX Artificial Intelligence (AI) in Agriculture Revenue and Gross Margin (US$ Million) & (2021-2026) Table 115. CropX Artificial Intelligence (AI) in Agriculture Product Portfolio Table 116. CropX Recent Development Table 117. John Deere Company Information Table 118. John Deere Business Overview Table 119. John Deere Artificial Intelligence (AI) in Agriculture Revenue and Gross Margin (US$ Million) & (2021-2026) Table 120. John Deere Artificial Intelligence (AI) in Agriculture Product Portfolio Table 121. John Deere Recent Development Table 122. Gamaya Company Information Table 123. Gamaya Business Overview Table 124. Gamaya Artificial Intelligence (AI) in Agriculture Revenue and Gross Margin (US$ Million) & (2021-2026) Table 125. Gamaya Artificial Intelligence (AI) in Agriculture Product Portfolio Table 126. Gamaya Recent Development Table 127. Cainthus Company Information Table 128. Cainthus Business Overview Table 129. Cainthus Artificial Intelligence (AI) in Agriculture Revenue and Gross Margin (US$ Million) & (2021-2026) Table 130. Cainthus Artificial Intelligence (AI) in Agriculture Product Portfolio Table 131. Cainthus Recent Development Table 132. North America Artificial Intelligence (AI) in Agriculture Market Size by Type (2021-2026) & (US$ Million) Table 133. North America Artificial Intelligence (AI) in Agriculture Market Size by Type (2027-2032) & (US$ Million) Table 134. North America Artificial Intelligence (AI) in Agriculture Market Size by Application (2021-2026) & (US$ Million) Table 135. North America Artificial Intelligence (AI) in Agriculture Market Size by Application (2027-2032) & (US$ Million) Table 136. North America Artificial Intelligence (AI) in Agriculture Market Size by Country (2021 VS 2025 VS 2032) & (US$ Million) Table 137. North America Artificial Intelligence (AI) in Agriculture Market Size by Country (2021-2026) Table 138. North America Artificial Intelligence (AI) in Agriculture Market Size by Country (2027-2032) Table 139. Europe Artificial Intelligence (AI) in Agriculture Market Size by Type (2021-2026) & (US$ Million) Table 140. Europe Artificial Intelligence (AI) in Agriculture Market Size by Type (2027-2032) & (US$ Million) Table 141. Europe Artificial Intelligence (AI) in Agriculture Market Size by Application (2021-2026) & (US$ Million) Table 142. Europe Artificial Intelligence (AI) in Agriculture Market Size by Application (2027-2032) & (US$ Million) Table 143. Europe Artificial Intelligence (AI) in Agriculture Market Size by Country (2021 VS 2025 VS 2032) & (US$ Million) Table 144. Europe Artificial Intelligence (AI) in Agriculture Market Size by Country (2021-2026) Table 145. Europe Artificial Intelligence (AI) in Agriculture Market Size by Country (2027-2032) Table 146. China Artificial Intelligence (AI) in Agriculture Market Size by Type (2021-2026) & (US$ Million) Table 147. China Artificial Intelligence (AI) in Agriculture Market Size by Type (2027-2032) & (US$ Million) Table 148. China Artificial Intelligence (AI) in Agriculture Market Size by Application (2021-2026) & (US$ Million) Table 149. China Artificial Intelligence (AI) in Agriculture Market Size by Application (2027-2032) & (US$ Million) Table 150. Asia Artificial Intelligence (AI) in Agriculture Market Size by Type (2021-2026) & (US$ Million) Table 151. Asia Artificial Intelligence (AI) in Agriculture Market Size by Type (2027-2032) & (US$ Million) Table 152. Asia Artificial Intelligence (AI) in Agriculture Market Size by Application (2021-2026) & (US$ Million) Table 153. Asia Artificial Intelligence (AI) in Agriculture Market Size by Application (2027-2032) & (US$ Million) Table 154. Asia Artificial Intelligence (AI) in Agriculture Market Size by Country (2021 VS 2025 VS 2032) & (US$ Million) Table 155. Asia Artificial Intelligence (AI) in Agriculture Market Size by Country (2021-2026) Table 156. Asia Artificial Intelligence (AI) in Agriculture Market Size by Country (2027-2032) Table 157. South America, Middle East & Africa Artificial Intelligence (AI) in Agriculture Market Size by Type (2021-2026) & (US$ Million) Table 158. South America, Middle East & Africa Artificial Intelligence (AI) in Agriculture Market Size by Type (2027-2032) & (US$ Million) Table 159. South America, Middle East & Africa Artificial Intelligence (AI) in Agriculture Market Size by Application (2021-2026) & (US$ Million) Table 160. South America, Middle East & Africa Artificial Intelligence (AI) in Agriculture Market Size by Application (2027-2032) & (US$ Million) Table 161. South America, Middle East & Africa Artificial Intelligence (AI) in Agriculture Market Size by Country (2021 VS 2025 VS 2032) & (US$ Million) Table 162. South America, Middle East & Africa Artificial Intelligence (AI) in Agriculture Market Size by Country (2021-2026) Table 163. South America, Middle East & Africa Artificial Intelligence (AI) in Agriculture Market Size by Country (2027-2032) Table 164. Research Programs/Design for This Report Table 165. Authors List of This Report Table 166. Secondary Sources Table 167. Primary Sources List of Figures Figure 1. Artificial Intelligence (AI) in Agriculture Product Image Figure 2. Global Artificial Intelligence (AI) in Agriculture Market Size Growth Rate by Type, 2021 VS 2025 VS 2032 (US$ Million) Figure 3. Global Artificial Intelligence (AI) in Agriculture Market Share by Type: 2025 VS 2032 Figure 4. Machine Learning Image Figure 5. Computer Vision Image Figure 6. Predictive Analytics Image Figure 7. Global Artificial Intelligence (AI) in Agriculture Market Size Growth Rate by Application, 2021 VS 2025 VS 2032 (US$ Million) Figure 8. Global Artificial Intelligence (AI) in Agriculture Market Share by Application: 2025 VS 2032 Figure 9. Precision Farming Image Figure 10. Livestock Monitoring Image Figure 11. Drone Analytics Image Figure 12. Agriculture Robots Image Figure 13. Others Image Figure 14. Global Artificial Intelligence (AI) in Agriculture Market Size (US$ Million), 2021 VS 2025 VS 2032 Figure 15. Global Artificial Intelligence (AI) in Agriculture Market Size (2021-2032) & (US$ Million) Figure 16. Global Artificial Intelligence (AI) in Agriculture Market Share by Region: 2025 VS 2032 Figure 17. Years Considered Figure 18. Global Artificial Intelligence (AI) in Agriculture Market Share by Players in 2025 Figure 19. Global Top 5 and 10 Artificial Intelligence (AI) in Agriculture Players Market Share by Revenue in 2025 Figure 20. Company Type (Tier 1, Tier 2, and Tier 3): 2021 VS 2025 Figure 21. Global Artificial Intelligence (AI) in Agriculture Market Size by Type (2021 VS 2025 VS 2032) & (US$ Million) Figure 22. Global Artificial Intelligence (AI) in Agriculture Revenue Market Share by Type (2021-2032) Figure 23. Global Artificial Intelligence (AI) in Agriculture Market Size by Application (2021 VS 2025 VS 2032) & (US$ Million) Figure 24. Global Artificial Intelligence (AI) in Agriculture Revenue Market Share by Application (2021-2032) Figure 25. North America Artificial Intelligence (AI) in Agriculture Market Size (2021-2032) & (US$ Million) Figure 26. North America Artificial Intelligence (AI) in Agriculture Market Share by Type (2021-2032) Figure 27. North America Artificial Intelligence (AI) in Agriculture Market Share by Application (2021-2032) Figure 28. North America Artificial Intelligence (AI) in Agriculture Market Share by Country (2021-2032) Figure 29. United States Artificial Intelligence (AI) in Agriculture Market Size (2021-2032) & (US$ Million) Figure 30. Canada Artificial Intelligence (AI) in Agriculture Market Size (2021-2032) & (US$ Million) Figure 31. Mexico Artificial Intelligence (AI) in Agriculture Market Size (2021-2032) & (US$ Million) Figure 32. Europe Artificial Intelligence (AI) in Agriculture Market Size (2021-2032) & (US$ Million) Figure 33. Europe Artificial Intelligence (AI) in Agriculture Market Share by Type (2021-2032) Figure 34. Europe Artificial Intelligence (AI) in Agriculture Market Share by Application (2021-2032) Figure 35. Europe Artificial Intelligence (AI) in Agriculture Market Share by Country (2021-2032) Figure 36. Germany Artificial Intelligence (AI) in Agriculture Market Size (2021-2032) & (US$ Million) Figure 37. France Artificial Intelligence (AI) in Agriculture Market Size (2021-2032) & (US$ Million) Figure 38. U.K. Artificial Intelligence (AI) in Agriculture Market Size (2021-2032) & (US$ Million) Figure 39. Italy Artificial Intelligence (AI) in Agriculture Market Size (2021-2032) & (US$ Million) Figure 40. Russia Artificial Intelligence (AI) in Agriculture Market Size (2021-2032) & (US$ Million) Figure 41. Nordic Countries Artificial Intelligence (AI) in Agriculture Market Size (2021-2032) & (US$ Million) Figure 42. China Artificial Intelligence (AI) in Agriculture Market Size (2021-2032) & (US$ Million) Figure 43. China Artificial Intelligence (AI) in Agriculture Market Share by Type (2021-2032) Figure 44. China Artificial Intelligence (AI) in Agriculture Market Share by Application (2021-2032) Figure 45. Asia Artificial Intelligence (AI) in Agriculture Market Size (2021-2032) & (US$ Million) Figure 46. Asia Artificial Intelligence (AI) in Agriculture Market Share by Type (2021-2032) Figure 47. Asia Artificial Intelligence (AI) in Agriculture Market Share by Application (2021-2032) Figure 48. Asia Artificial Intelligence (AI) in Agriculture Market Share by Country (2021-2032) Figure 49. Japan Artificial Intelligence (AI) in Agriculture Market Size (2021-2032) & (US$ Million) Figure 50. South Korea Artificial Intelligence (AI) in Agriculture Market Size (2021-2032) & (US$ Million) Figure 51. Taiwan Artificial Intelligence (AI) in Agriculture Market Size (2021-2032) & (US$ Million) Figure 52. Southeast Asia Artificial Intelligence (AI) in Agriculture Market Size (2021-2032) & (US$ Million) Figure 53. India Artificial Intelligence (AI) in Agriculture Market Size (2021-2032) & (US$ Million) Figure 54. Australia Artificial Intelligence (AI) in Agriculture Market Size (2021-2032) & (US$ Million) Figure 55. South America, Middle East & Africa Artificial Intelligence (AI) in Agriculture Market Size (2021-2032) & (US$ Million) Figure 56. South America, Middle East & Africa Artificial Intelligence (AI) in Agriculture Market Share by Type (2021-2032) Figure 57. South America, Middle East & Africa Artificial Intelligence (AI) in Agriculture Market Share by Application (2021-2032) Figure 58. South America, Middle East & Africa Artificial Intelligence (AI) in Agriculture Market Share by Country (2021-2032) Figure 59. Brazil Artificial Intelligence (AI) in Agriculture Market Size (2021-2032) & (US$ Million) Figure 60. South Africa Artificial Intelligence (AI) in Agriculture Market Size (2021-2032) & (US$ Million) Figure 61. Saudi Arabia Artificial Intelligence (AI) in Agriculture Market Size (2021-2032) & (US$ Million) Figure 62. Turkey Artificial Intelligence (AI) in Agriculture Market Size (2021-2032) & (US$ Million) Figure 63. Argentina Artificial Intelligence (AI) in Agriculture Market Size (2021-2032) & (US$ Million) Figure 64. UAE Artificial Intelligence (AI) in Agriculture Market Size (2021-2032) & (US$ Million) Figure 65. Egypt Artificial Intelligence (AI) in Agriculture Market Size (2021-2032) & (US$ Million) Figure 66. Chile Artificial Intelligence (AI) in Agriculture Market Size (2021-2032) & (US$ Million) Figure 67. Research Process Figure 68. Key Executives Interviewed

Scope & coverage.

Types
  • Machine Learning
  • Computer Vision
  • Predictive Analytics
Applications
  • Precision Farming
  • Livestock Monitoring
  • Drone Analytics
  • Agriculture Robots
  • Others
Companies covered
  • 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

Inside the report.

1 Market Overview
  1. 1.1 Product Definition
  2. 1.2 Market Analysis by Type
  3. 1.2.1 Global Artificial Intelligence (AI) in Agriculture Market Size Growth Rate by Type: 2021 VS 2025 VS 2032
  4. 1.2.2 Machine Learning
  5. 1.2.3 Computer Vision
  6. 1.2.4 Predictive Analytics
  7. 1.3 Market Analysis by Application
  8. 1.3.1 Global Artificial Intelligence (AI) in Agriculture Market Size Growth Rate by Application: 2021 VS 2025 VS 2032
  9. 1.3.2 Precision Farming
  10. 1.3.3 Livestock Monitoring
  11. 1.3.4 Drone Analytics
  12. 1.3.5 Agriculture Robots
  13. 1.3.6 Others
  14. 1.4 Global Market Growth Prospects
  15. 1.5 Global Artificial Intelligence (AI) in Agriculture Growth Trends by Region
  16. 1.5.1 Global Artificial Intelligence (AI) in Agriculture Market Size by Region: 2021 VS 2025 VS 2032
  17. 1.5.2 Artificial Intelligence (AI) in Agriculture Market Size by Region (2021-2026)
  18. 1.5.3 Artificial Intelligence (AI) in Agriculture Market Size by Region (2027-2032)
  19. 1.6 Assumptions and Limitations
  20. 1.7 Study Goals and Objectives
  21. 1.8 Years Considered
2 Global Artificial Intelligence (AI) in Agriculture Market Dynamics
  1. 2.1 Artificial Intelligence (AI) in Agriculture Industry Trends
  2. 2.2 Artificial Intelligence (AI) in Agriculture Industry Drivers
  3. 2.3 Artificial Intelligence (AI) in Agriculture Industry Opportunities and Challenges
  4. 2.4 Artificial Intelligence (AI) in Agriculture Industry Restraints
3 Competitive Landscape by Company
  1. 3.1 Global Artificial Intelligence (AI) in Agriculture Revenue by Company (2021-2026)
  2. 3.2 Global Artificial Intelligence (AI) in Agriculture Players Revenue Ranking, 2024 VS 2025 VS 2026
  3. 3.3 Global Artificial Intelligence (AI) in Agriculture Key Company Head office and Area Served
  4. 3.4 Global Artificial Intelligence (AI) in Agriculture Company, Product Type & Application
  5. 3.5 Global Artificial Intelligence (AI) in Agriculture Company Establishment Date
  6. 3.6 Market Competitive Analysis
  7. 3.6.1 Global Artificial Intelligence (AI) in Agriculture Market CR5 and HHI
  8. 3.6.2 Global Top 5 and 10 Artificial Intelligence (AI) in Agriculture Players Market Share by Revenue in 2025
  9. 3.6.3 2025 Artificial Intelligence (AI) in Agriculture Tier 1, Tier 2, and Tier 3
4 Artificial Intelligence (AI) in Agriculture Market by Type
  1. 4.1 Global Artificial Intelligence (AI) in Agriculture Market Size by Type (2021 VS 2025 VS 2032)
  2. 4.2 Global Artificial Intelligence (AI) in Agriculture Market Size by Type (2021-2032)
  3. 4.3 Global Artificial Intelligence (AI) in Agriculture Market Size Share by Type (2021-2032)
5 Artificial Intelligence (AI) in Agriculture Market by Application
  1. 5.1 Global Artificial Intelligence (AI) in Agriculture Market Size by Application (2021 VS 2025 VS 2032)
  2. 5.2 Global Artificial Intelligence (AI) in Agriculture Market Size by Application (2021-2032)
  3. 5.3 Global Artificial Intelligence (AI) in Agriculture Market Size Share by Application (2021-2032)
6 Company Profiles
  1. 6.1 IBM
  2. 6.1.1 IBM Company Information
  3. 6.1.2 IBM Business Overview
  4. 6.1.3 IBM Artificial Intelligence (AI) in Agriculture Revenue and Gross Margin (US$ Million) & (2021-2026)
  5. 6.1.4 IBM Artificial Intelligence (AI) in Agriculture Product Portfolio
  6. 6.1.5 IBM Recent Developments
  7. 6.2 Intel
  8. 6.2.1 Intel Company Information
  9. 6.2.2 Intel Business Overview
  10. 6.2.3 Intel Artificial Intelligence (AI) in Agriculture Revenue and Gross Margin (US$ Million) & (2021-2026)
  11. 6.2.4 Intel Artificial Intelligence (AI) in Agriculture Product Portfolio
  12. 6.2.5 Intel Recent Developments
  13. 6.3 Microsoft
  14. 6.3.1 Microsoft Company Information
  15. 6.3.2 Microsoft Business Overview
  16. 6.3.3 Microsoft Artificial Intelligence (AI) in Agriculture Revenue and Gross Margin (US$ Million) & (2021-2026)
  17. 6.3.4 Microsoft Artificial Intelligence (AI) in Agriculture Product Portfolio
  18. 6.3.5 Microsoft Recent Developments
  19. 6.4 SAP
  20. 6.4.1 SAP Company Information
  21. 6.4.2 SAP Business Overview
  22. 6.4.3 SAP Artificial Intelligence (AI) in Agriculture Revenue and Gross Margin (US$ Million) & (2021-2026)
  23. 6.4.4 SAP Artificial Intelligence (AI) in Agriculture Product Portfolio
  24. 6.4.5 SAP Recent Developments
  25. 6.5 Agribotix
  26. 6.5.1 Agribotix Company Information
  27. 6.5.2 Agribotix Business Overview
  28. 6.5.3 Agribotix Artificial Intelligence (AI) in Agriculture Revenue and Gross Margin (US$ Million) & (2021-2026)
  29. 6.5.4 Agribotix Artificial Intelligence (AI) in Agriculture Product Portfolio
  30. 6.5.5 Agribotix Recent Developments
  31. 6.6 The Climate Corporation
  32. 6.6.1 The Climate Corporation Company Information
  33. 6.6.2 The Climate Corporation Business Overview
  34. 6.6.3 The Climate Corporation Artificial Intelligence (AI) in Agriculture Revenue and Gross Margin (US$ Million) & (2021-2026)
  35. 6.6.4 The Climate Corporation Artificial Intelligence (AI) in Agriculture Product Portfolio
  36. 6.6.5 The Climate Corporation Recent Developments
  37. 6.7 Mavrx
  38. 6.7.1 Mavrx Company Information
  39. 6.7.2 Mavrx Business Overview
  40. 6.7.3 Mavrx Artificial Intelligence (AI) in Agriculture Revenue and Gross Margin (US$ Million) & (2021-2026)
  41. 6.7.4 Mavrx Artificial Intelligence (AI) in Agriculture Product Portfolio
  42. 6.7.5 Mavrx Recent Developments
  43. 6.8 aWhere
  44. 6.8.1 aWhere Company Information
  45. 6.8.2 aWhere Business Overview
  46. 6.8.3 aWhere Artificial Intelligence (AI) in Agriculture Revenue and Gross Margin (US$ Million) & (2021-2026)
  47. 6.8.4 aWhere Artificial Intelligence (AI) in Agriculture Product Portfolio
  48. 6.8.5 aWhere Recent Developments
  49. 6.9 Precision Hawk
  50. 6.9.1 Precision Hawk Company Information
  51. 6.9.2 Precision Hawk Business Overview
  52. 6.9.3 Precision Hawk Artificial Intelligence (AI) in Agriculture Revenue and Gross Margin (US$ Million) & (2021-2026)
  53. 6.9.4 Precision Hawk Artificial Intelligence (AI) in Agriculture Product Portfolio
  54. 6.9.5 Precision Hawk Recent Developments
  55. 6.10 Granular
  56. 6.10.1 Granular Company Information
  57. 6.10.2 Granular Business Overview
  58. 6.10.3 Granular Artificial Intelligence (AI) in Agriculture Revenue and Gross Margin (US$ Million) & (2021-2026)
  59. 6.10.4 Granular Artificial Intelligence (AI) in Agriculture Product Portfolio
  60. 6.10.5 Granular Recent Developments
  61. 6.11 Prospera Technologies
  62. 6.11.1 Prospera Technologies Company Information
  63. 6.11.2 Prospera Technologies Business Overview
  64. 6.11.3 Prospera Technologies Artificial Intelligence (AI) in Agriculture Revenue and Gross Margin (US$ Million) & (2021-2026)
  65. 6.11.4 Prospera Technologies Artificial Intelligence (AI) in Agriculture Product Portfolio
  66. 6.11.5 Prospera Technologies Recent Developments
  67. 6.12 Spensa Technologies
  68. 6.12.1 Spensa Technologies Company Information
  69. 6.12.2 Spensa Technologies Business Overview
  70. 6.12.3 Spensa Technologies Artificial Intelligence (AI) in Agriculture Revenue and Gross Margin (US$ Million) & (2021-2026)
  71. 6.12.4 Spensa Technologies Artificial Intelligence (AI) in Agriculture Product Portfolio
  72. 6.12.5 Spensa Technologies Recent Developments
  73. 6.13 Resson
  74. 6.13.1 Resson Company Information
  75. 6.13.2 Resson Business Overview
  76. 6.13.3 Resson Artificial Intelligence (AI) in Agriculture Revenue and Gross Margin (US$ Million) & (2021-2026)
  77. 6.13.4 Resson Artificial Intelligence (AI) in Agriculture Product Portfolio
  78. 6.13.5 Resson Recent Developments
  79. 6.14 Vision Robotics
  80. 6.14.1 Vision Robotics Company Information
  81. 6.14.2 Vision Robotics Business Overview
  82. 6.14.3 Vision Robotics Artificial Intelligence (AI) in Agriculture Revenue and Gross Margin (US$ Million) & (2021-2026)
  83. 6.14.4 Vision Robotics Artificial Intelligence (AI) in Agriculture Product Portfolio
  84. 6.14.5 Vision Robotics Recent Developments
  85. 6.15 Harvest Croo Robotics
  86. 6.15.1 Harvest Croo Robotics Company Information
  87. 6.15.2 Harvest Croo Robotics Business Overview
  88. 6.15.3 Harvest Croo Robotics Artificial Intelligence (AI) in Agriculture Revenue and Gross Margin (US$ Million) & (2021-2026)
  89. 6.15.4 Harvest Croo Robotics Artificial Intelligence (AI) in Agriculture Product Portfolio
  90. 6.15.5 Harvest Croo Robotics Recent Developments
  91. 6.16 CropX
  92. 6.16.1 CropX Company Information
  93. 6.16.2 CropX Business Overview
  94. 6.16.3 CropX Artificial Intelligence (AI) in Agriculture Revenue and Gross Margin (US$ Million) & (2021-2026)
  95. 6.16.4 CropX Artificial Intelligence (AI) in Agriculture Product Portfolio
  96. 6.16.5 CropX Recent Developments
  97. 6.17 John Deere
  98. 6.17.1 John Deere Company Information
  99. 6.17.2 John Deere Business Overview
  100. 6.17.3 John Deere Artificial Intelligence (AI) in Agriculture Revenue and Gross Margin (US$ Million) & (2021-2026)
  101. 6.17.4 John Deere Artificial Intelligence (AI) in Agriculture Product Portfolio
  102. 6.17.5 John Deere Recent Developments
  103. 6.18 Gamaya
  104. 6.18.1 Gamaya Company Information
  105. 6.18.2 Gamaya Business Overview
  106. 6.18.3 Gamaya Artificial Intelligence (AI) in Agriculture Revenue and Gross Margin (US$ Million) & (2021-2026)
  107. 6.18.4 Gamaya Artificial Intelligence (AI) in Agriculture Product Portfolio
  108. 6.18.5 Gamaya Recent Developments
  109. 6.19 Cainthus
  110. 6.19.1 Cainthus Company Information
  111. 6.19.2 Cainthus Business Overview
  112. 6.19.3 Cainthus Artificial Intelligence (AI) in Agriculture Revenue and Gross Margin (US$ Million) & (2021-2026)
  113. 6.19.4 Cainthus Artificial Intelligence (AI) in Agriculture Product Portfolio
  114. 6.19.5 Cainthus Recent Developments
7 North America
  1. 7.1 North America Artificial Intelligence (AI) in Agriculture Market Size (2021-2032)
  2. 7.2 North America Artificial Intelligence (AI) in Agriculture Market Size by Type
  3. 7.2.1 North America Artificial Intelligence (AI) in Agriculture Market Size by Type (2021-2026)
  4. 7.2.2 North America Artificial Intelligence (AI) in Agriculture Market Size by Type (2027-2032)
  5. 7.2.3 North America Artificial Intelligence (AI) in Agriculture Market Share by Type (2021-2032)
  6. 7.3 North America Artificial Intelligence (AI) in Agriculture Market Size by Application
  7. 7.3.1 North America Artificial Intelligence (AI) in Agriculture Market Size by Application (2021-2026)
  8. 7.3.2 North America Artificial Intelligence (AI) in Agriculture Market Size by Application (2027-2032)
  9. 7.3.3 North America Artificial Intelligence (AI) in Agriculture Market Share by Application (2021-2032)
  10. 7.4 North America Artificial Intelligence (AI) in Agriculture Market Size by Country
  11. 7.4.1 North America Artificial Intelligence (AI) in Agriculture Market Size by Country (2021 VS 2025 VS 2032)
  12. 7.4.2 North America Artificial Intelligence (AI) in Agriculture Market Size by Country (2021-2026)
  13. 7.4.3 North America Artificial Intelligence (AI) in Agriculture Market Size by Country (2027-2032)
  14. 7.4.4 North America Artificial Intelligence (AI) in Agriculture Market Share by Country (2021-2032)
  15. 7.4.5 United States
  16. 7.4.6 Canada
  17. 7.4.7 Mexico
8 Europe
  1. 8.1 Europe Artificial Intelligence (AI) in Agriculture Market Size (2021-2032)
  2. 8.2 Europe Artificial Intelligence (AI) in Agriculture Market Size by Type
  3. 8.2.1 Europe Artificial Intelligence (AI) in Agriculture Market Size by Type (2021-2026)
  4. 8.2.2 Europe Artificial Intelligence (AI) in Agriculture Market Size by Type (2027-2032)
  5. 8.2.3 Europe Artificial Intelligence (AI) in Agriculture Market Share by Type (2021-2032)
  6. 8.3 Europe Artificial Intelligence (AI) in Agriculture Market Size by Application
  7. 8.3.1 Europe Artificial Intelligence (AI) in Agriculture Market Size by Application (2021-2026)
  8. 8.3.2 Europe Artificial Intelligence (AI) in Agriculture Market Size by Application (2027-2032)
  9. 8.3.3 Europe Artificial Intelligence (AI) in Agriculture Market Share by Application (2021-2032)
  10. 8.4 Europe Artificial Intelligence (AI) in Agriculture Market Size by Country
  11. 8.4.1 Europe Artificial Intelligence (AI) in Agriculture Market Size by Country (2021 VS 2025 VS 2032)
  12. 8.4.2 Europe Artificial Intelligence (AI) in Agriculture Market Size by Country (2021-2026)
  13. 8.4.3 Europe Artificial Intelligence (AI) in Agriculture Market Size by Country (2027-2032)
  14. 8.4.4 Europe Artificial Intelligence (AI) in Agriculture Market Share by Country (2021-2032)
  15. 8.4.5 Germany
  16. 8.4.6 France
  17. 8.4.7 U.K.
  18. 8.4.8 Italy
  19. 8.4.9 Russia
  20. 8.4.10 Nordic Countries
9 China
  1. 9.1 China Artificial Intelligence (AI) in Agriculture Market Size (2021-2032)
  2. 9.2 China Artificial Intelligence (AI) in Agriculture Market Size by Type
  3. 9.2.1 China Artificial Intelligence (AI) in Agriculture Market Size by Type (2021-2026)
  4. 9.2.2 China Artificial Intelligence (AI) in Agriculture Market Size by Type (2027-2032)
  5. 9.2.3 China Artificial Intelligence (AI) in Agriculture Market Share by Type (2021-2032)
  6. 9.3 China Artificial Intelligence (AI) in Agriculture Market Size by Application
  7. 9.3.1 China Artificial Intelligence (AI) in Agriculture Market Size by Application (2021-2026)
  8. 9.3.2 China Artificial Intelligence (AI) in Agriculture Market Size by Application (2027-2032)
  9. 9.3.3 China Artificial Intelligence (AI) in Agriculture Market Share by Application (2021-2032)
10 Asia (Excluding China)
  1. 10.1 Asia Artificial Intelligence (AI) in Agriculture Market Size (2021-2032)
  2. 10.2 Asia Artificial Intelligence (AI) in Agriculture Market Size by Type
  3. 10.2.1 Asia Artificial Intelligence (AI) in Agriculture Market Size by Type (2021-2026)
  4. 10.2.2 Asia Artificial Intelligence (AI) in Agriculture Market Size by Type (2027-2032)
  5. 10.2.3 Asia Artificial Intelligence (AI) in Agriculture Market Share by Type (2021-2032)
  6. 10.3 Asia Artificial Intelligence (AI) in Agriculture Market Size by Application
  7. 10.3.1 Asia Artificial Intelligence (AI) in Agriculture Market Size by Application (2021-2026)
  8. 10.3.2 Asia Artificial Intelligence (AI) in Agriculture Market Size by Application (2027-2032)
  9. 10.3.3 Asia Artificial Intelligence (AI) in Agriculture Market Share by Application (2021-2032)
  10. 10.4 Asia Artificial Intelligence (AI) in Agriculture Market Size by Country
  11. 10.4.1 Asia Artificial Intelligence (AI) in Agriculture Market Size by Country (2021 VS 2025 VS 2032)
  12. 10.4.2 Asia Artificial Intelligence (AI) in Agriculture Market Size by Country (2021-2026)
  13. 10.4.3 Asia Artificial Intelligence (AI) in Agriculture Market Size by Country (2027-2032)
  14. 10.4.4 Asia Artificial Intelligence (AI) in Agriculture Market Share by Country (2021-2032)
  15. 10.4.5 Japan
  16. 10.4.6 South Korea
  17. 10.4.7 Taiwan
  18. 10.4.8 Southeast Asia
  19. 10.4.9 India
  20. 10.4.10 Australia
11 South America, Middle East & Africa
  1. 11.1 South America, Middle East & Africa Artificial Intelligence (AI) in Agriculture Market Size (2021-2032)
  2. 11.2 South America, Middle East & Africa Artificial Intelligence (AI) in Agriculture Market Size by Type
  3. 11.2.1 South America, Middle East & Africa Artificial Intelligence (AI) in Agriculture Market Size by Type (2021-2026)
  4. 11.2.2 South America, Middle East & Africa Artificial Intelligence (AI) in Agriculture Market Size by Type (2027-2032)
  5. 11.2.3 South America, Middle East & Africa Artificial Intelligence (AI) in Agriculture Market Share by Type (2021-2032)
  6. 11.3 South America, Middle East & Africa Artificial Intelligence (AI) in Agriculture Market Size by Application
  7. 11.3.1 South America, Middle East & Africa Artificial Intelligence (AI) in Agriculture Market Size by Application (2021-2026)
  8. 11.3.2 South America, Middle East & Africa Artificial Intelligence (AI) in Agriculture Market Size by Application (2027-2032)
  9. 11.3.3 South America, Middle East & Africa Artificial Intelligence (AI) in Agriculture Market Share by Application (2021-2032)
  10. 11.4 South America, Middle East & Africa Artificial Intelligence (AI) in Agriculture Market Size by Country
  11. 11.4.1 South America, Middle East & Africa Artificial Intelligence (AI) in Agriculture Market Size by Country (2021 VS 2025 VS 2032)
  12. 11.4.2 South America, Middle East & Africa Artificial Intelligence (AI) in Agriculture Market Size by Country (2021-2026)
  13. 11.4.3 South America, Middle East & Africa Artificial Intelligence (AI) in Agriculture Market Size by Country (2027-2032)
  14. 11.4.4 South America, Middle East & Africa Artificial Intelligence (AI) in Agriculture Market Share by Country (2021-2032)
  15. 11.4.5 Brazil
  16. 11.4.6 South Africa
  17. 11.4.7 Saudi Arabia
  18. 11.4.8 Turkey
  19. 11.4.9 Argentina
  20. 11.4.9 UAE
  21. 11.4.9 Egypt
  22. 11.4.9 Chile
12 Concluding Insights
    13 Appendix
    1. 13.1 Reasons for Doing This Study
    2. 13.2 Research Methodology
    3. 13.3 Research Process
    4. 13.4 Authors List of This Report
    5. 13.5 Data Source
    6. 13.5.1 Secondary Sources
    7. 13.5.2 Primary Sources
    8. 13.6 Disclaimer

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