Artificial Intelligence in Agriculture Market Growth 2024

1. Global Artificial Intelligence (AI) in Agriculture Market Focus on Product Type (Software, Hardware, AI-as-a-Service), Farming Type (Field Farming, Livestock, Indoor), Application (Crop Protection, Weather Forecasting, Automation), Funding – Analysis and Forecast: 2019-2024 Key Questions Answered in the Report ƒ What is the estimated global artificial intelligence in agriculture market size in terms of value during the period 2018-2024? What is the expected future scenario and revenue generated by the different types of product offerings including software, hardware, AI-as-a-Service, and support services, during the forecast period, 2019-2024? What is the expected future scenario and revenue generated by artificial intelligence in different types of farming including field farming, livestock farming, and indoor farming among others, during the forecast period? What is the expected future scenario and revenue generated by the application of AI, including crop growth assessment, crop protection, weather forecasting, farm machinery automation, precision farming, animal growth monitoring, and animal health monitoring, among others, during the forecast period? Which region is currently the largest market for the global artificial intelligence in agriculture market? What is the expected future scenario and the revenue generated by different regions, such as North America, Europe, Asia-Pacific, and Rest-of-the-World, and countries in the artificial intelligence in agriculture market during the forecast period? What is the competitive strength of the key players in the artificial intelligence in agriculture market on the basis of the analysis of their recent developments, product offerings, and regional presence? Where do the key agricultural AI analytics companies lie in their competitive benchmarking, compared on the factors of market coverage and market potential ? What are the adoption scenario, related opportunities, and challenges associated with artificial intelligence in agriculture? What does the technology ecosystem of artificial intelligence in agriculture market constitute of? What is the government initiative landscape across different regions, such as North America, Europe, Asia-Pacific, and Rest-of-the-World, and countries in the artificial intelligence in agriculture market? What is the funding and investment landscape in the global artificial intelligence in agriculture market? Which are the leading consortiums and associations in the global artificial intelligence in agriculture market, and what are their roles in the market? What are the market dynamics (market drivers, restraints, and opportunities) of the global artificial intelligence in agriculture market? What is the SWOT Analysis for leading companies in the artificial intelligence in agriculture market? ƒ ƒ MORE THAN 100 COMPANIES RESEARCHED ƒ ACROSS THE VALUE ƒ CHAIN ƒ METICULOUS COMPILATION OF MORE THAN 700 RESEARCH HOURS ƒ ƒ ƒ EXCLUSIVE INSIGHTS ƒ FROM IN-DEPTH EXPERT INTERVIEWS ƒ ƒ CONTAINS 49 MARKET DATA TABLES AND 129 FIGURES SPREAD ACROSS 293 PAGES ƒ ƒ ƒ sales@bisresearch.com | www.bisresearch.com

2. Table of Contents ƒ Impact Analysis ƒ Market Drivers ƒ Market Restraints ƒ Market Opportunities COMPANY PROFILES PUBLIC COMPANIES (EXISTING PLAYERS) ƒ Alibaba Group Holding Limited ƒ AgEagle Aerial Systems Inc. ƒ BASF SE ƒ The Climate Corporation ƒ Deere & Company ƒ IBM Corporation ƒ JD.com ƒ Microsoft Corporation ƒ Robert Bosch GmbH ƒ SAP SE ƒ Key Strategies and Developments ƒ Product Launches and Developments ƒ Partnerships, Collaborations, and Joint Ventures ƒ Business Expansions and Contracts ƒ Mergers and Acquisitions ƒ Other Key Developments and Strategies ƒ Competitive Benchmarking of Agricultural AI Analytics Companies PUBLIC COMPANIES (EMERGING PLAYERS) ƒ AGCO Corporation ƒ Capgemini SE ƒ Cargill Inc. ƒ CNH Industrial N.V. ƒ Iteris Inc. ƒ Lindsay Corporation MARKET DYNAMICS ƒ Artificial Intelligence in Agriculture: Technology Ecosystem ƒ Key Consortiums and Associations ƒ Investment and Funding Landscape ƒ Government Initiatives Landscape COMPETITIVE INSIGHTS PRIVATE COMPANIES (EXISTING PLAYERS) ƒ Connecterra B.V. ƒ Descartes Labs Inc. ƒ Gamaya SA ƒ Granular Inc. ƒ Harvest CROO Robotics LLC ƒ PrecisionHawk Inc. ƒ Prospera Technologies Ltd. ƒ Root AI Inc. ƒ SZ DJI Technology Co. Ltd. ƒ Vineview ƒ Software ƒ Hardware ƒ Artificial Intelligence-as-a-Service (AIaaS) ƒ Support Services INDUSTRY ANALYSIS GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET (BY PRODUCT OFFERING) ƒ Field Farming ƒ Indoor Farming ƒ Livestock Farming ƒ Others GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET (BY FARMING TYPE) ƒ Crops, Fruits, Vegetables, and Other Plants ƒ Crop Protection ƒ Weather Forecasting ƒ Precision Farming ƒ Farm Machinery Automation ƒ Crop Growth Assessment ƒ Others ƒ Livestock and Aquaculture ƒ Animal Growth Monitoring ƒ Animal Health Monitoring ƒ Others GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET (BY APPLICATION) PRIVATE COMPANIES (EMERGING PLAYERS) ƒ Abundant Robotics Inc. ƒ Aquabyte Inc. ƒ aWhere Inc. ƒ Ceres Imaging Inc. ƒ Delair ƒ ecoRobotix Ltd. ƒ Farmers Edge ƒ Taranis AG ƒ XAG Co. Ltd. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET (BY REGION) REPORT SCOPE AND METHODOLOGY ƒ North America Artificial Intelligence in Agriculture Market (by Country) ƒ Europe Artificial Intelligence in Agriculture Market (by Country) ƒ Asia-Pacific Artificial Intelligence in Agriculture Market (by Country) ƒ Rest-of-the-World Artificial Intelligence in Agriculture Market (by Country) ƒ Report Scope ƒ Global Artificial Intelligence in Agriculture Market Segmentation ƒ Global Artificial Intelligence in Agriculture Market Research Methodology VIEW COMPLETE TABLE OF CONTENT sales@bisresearch.com | www.bisresearch.com

3. List of Tables 1. Impact Analysis of Market Drivers 22. Key Animal Health Monitoring Products in Global Artificial Intelligence in Agriculture Market 2. Impact Analysis of Market Restraints 23. Key Other Livestock Applications Products in Global Artificial Intelligence in Agriculture Market 3. Key Consortiums and Associations in Global AI in Agriculture Market 24. Global Artificial Intelligence in Agriculture Market (by Region), $Million, 2018-2024 4. Global Artificial Intelligence in Agriculture Market (by Product Offering), $Million, 2018-2024 25. North America Artificial Intelligence in Agriculture Market (by Country), $Million, 2018-2024 5. Key Players with AI-Based Software and Their Product Description 26. Key Agriculture Projects under U.K. Government Industrial Strategy 6. Key AI-Hardware Players and Their Products and Applications Served 27. Asia-Pacific Artificial Intelligence in Agriculture Market (by Country), $Million, 2018-2024 7. Key Players with AIaaS Business Model and their Products 28. RoW Artificial Intelligence in Agriculture Market (by Country), $Million, 2018-2024 8. Key Players Services for AI-in Agriculture 9. Global Artificial Intelligence in Agriculture Market (by Farming Type), $Million, 2018-2024 29. Alibaba Group Holding Limited: Product Portfolio 30. AgEagle Aerial Systems Inc.: Product Portfolio 10. AI Products by Key Companies for Field Farming in Global Artificial Intelligence in Agriculture Market 31. BASF SE: Product Portfolio 11. AI Products by Key Companies for Indoor Farming in Global Artificial Intelligence in Agriculture Market 32. The Climate Corporation: Product Portfolio 33. Deere & Company: Product Portfolio 12. AI Products by Key Companies for Livestock Farming in Global Artificial Intelligence in Agriculture Market 34. Deere & Company: Product Portfolio 35. International Business Machines Corporation: Product Portfolio 13. AI Products by Key Companies for Other Farming Types in Global Artificial Intelligence in Agriculture Market 36. Jd.com, Inc.: Product Portfolio 37. Microsoft Corporation: Product Portfolio 14. Global Artificial Intelligence in Agriculture Market (by Application), $Million, 2018-2024 38. Robert Bosch GmbH: Product Portfolio 39. SAP SE: Product Portfolio 15. Key Crop Protection Products in Global Artificial Intelligence in Agriculture Market 40. Connecterra B.V.: Product Portfolio 41. Descartes Labs, Inc.: Product Portfolio 16. Key Weather Forecasting Products in Global Artificial Intelligence in Agriculture Market 42. Gamaya SA: Product Portfolio 17. Key Precision Farming Products in Global Artificial Intelligence in Agriculture Market 43. Granular Inc.: Product Portfolio 44. Harvest Croo Robotics, LLC: Product Portfolio 18. Key Farm Machinery Automation Products in Global Artificial Intelligence in Agriculture Market 45. PrecisionHawk Inc.: Product Portfolio 46. Prospera Technologies: Product Portfolio 19. Key Crop Growth Assessment Products in Global Artificial Intelligence in Agriculture Market 47. Root AI, Inc.: Product Portfolio 48. SZ DJI Technology Co. Ltd: Product Portfolio 20. Key Other Application Products in Global Artificial Intelligence in Agriculture Market 49. VineView: Product Portfolio 21. Key Livestock Production Products in Global Artificial Intelligence in Agriculture Market sales@bisresearch.com | www.bisresearch.com

4. List of Figures 1. Macroeconomic Trends Impacting the Farming Industry Growth 23. Investment and Funding Landscape Share (by Rounds) 24. Government Initiatives Landscape in North America 2. Drivers and Restraints: Global Artificial Intelligence in Agriculture Market 25. Government Initiatives Landscape in Europe 3. Global Artificial Intelligence in Agriculture Market Snapshot 26. Government Initiatives Landscape in Asia-Pacific 27. Government Initiatives Landscape in Rest-of-the- World 4. Global Artificial Intelligence in Agriculture (by Product Offering), 2019 and 2024 28. Types of AI Product Offerings in Agriculture 5. Global Artificial Intelligence in Agriculture Market (by Farming Type), $Million, 2019 and 2024 29. Business Models for AI Software in Agriculture 30. Software in Global Artificial Intelligence in Agriculture Market (by Product Offering), $Million, 2018-2024 6. Global Artificial Intelligence in Agriculture Market (by Application), $Million, 2019 and 2024 31. Types of Hardware for Artificial Intelligence Solutions in Agriculture 7. Regional Artificial Intelligence in Agriculture Market, $Million, 2019-2024 32. Hardware in Global Artificial Intelligence in Agriculture Market (by Product Offering), $Million, 2018-2024 8. Market Dynamics and Impact Analysis 33. Advantages of Artificial Intelligence-as-a-Service (AIaaS) 9. Average Data Points Generated from Agricultural IoT Devices Daily, 2014 and 2050 34. AIaaS in Global Artificial Intelligence in Agriculture Market (by Product Offering), $Million, 2018-2024 10. Employment in Agriculture (by Region), 1991 and 2018 35. Support Services in Global Artificial Intelligence in Agriculture Market (by Product Offering), $Million, 2018-2024 11. Advantages of Autonomous Tractors and Equipment in Farming 12. Advantages of Agriculture SaaS Service Type 36. Farming Types for AI in Agriculture Market 13. Strategies Adopted by the Key Players (Jul 2016-Jul 2019) 37. Major Applications of Artificial Intelligence in Field Farming 14. Share of Key Market Strategies and Developments (Jul 2016-Jul 2019) 38. Field Farming in Global Artificial Intelligence in Agriculture Market (by Farming Type), $Million, 2018- 2024 15. Partnerships, Collaborations and Joint Ventures Landscape (by Companies) 39. Indoor Farming in Global Artificial Intelligence in Agriculture Market (by Farming Type), $Million, 2018- 2024 16. Product Launches and Development Landscape (by Companies) 17. Business Expansion and Contract Landscape (by Companies) 40. Livestock Farming in Global Artificial Intelligence in Agriculture Market (by Farming Type), $Million, 2018- 2024 18. Mergers and Acquisitions Landscape (by Companies) 19. Other Developments Landscape (by Companies) 41. Others in Global Artificial Intelligence in Agriculture Market (by Farming Type), $Million, 2018-2024 20. An Overview of Artificial Intelligence Technology Ecosystem 42. Applications in Global Artificial Intelligence in Agriculture Market 21. Global Artificial Intelligence in Agriculture Market Investment and Funding, Jan 2016- Jul 2019 43. Crop Protection in Global Artificial Intelligence in Agriculture Market (by Application), $Million, 2018- 2024 22. Investment and Funding Landscape Share (by Company Type) sales@bisresearch.com | www.bisresearch.com

5. List of Figures 44. Weather Forecasting in Global Artificial Intelligence in Agriculture Market (by Application), $Million, 2018- 2024 61. Germany Artificial Intelligence in Agriculture Market, $Million, 2018-2024 62. U.K. Artificial Intelligence in Agriculture Market, $Million, 2018-2024 45. Precision Farming in Global Artificial Intelligence in Agriculture Market (by Application), $Million, 2018- 2024 63. France Artificial Intelligence in Agriculture Market, $Million, 2018-2024 46. Farm Machinery Automation in Global Artificial Intelligence in Agriculture Market (by Application), $Million, 2018-2024 64. Key Strategies in Villani Report for France’s AI for Humanity 65. Italy Artificial Intelligence in Agriculture Market, $Million, 2018-2024 47. Crop Growth Assessment in Global Artificial Intelligence in Agriculture Market (by Application), $Million, 2018-2024 66. Netherlands Artificial Intelligence in Agriculture Market, $Million, 2018-2024 48. Other Applications in Global Artificial Intelligence in Agriculture Market (by Application), $Million, 2018- 2024 67. Spain Artificial Intelligence in Agriculture Market, $Million, 2018-2024 68. Rest-of-Europe Artificial Intelligence in Agriculture Market, $Million, 2018-2024 49. Animal Growth Monitoring in Global Artificial Intelligence in Agriculture Market (by Application), $Million, 2018-2024 69. Asia-Pacific Artificial Intelligence in Agriculture Market (By Country), $Million, 2018-2024 50. Animal Health Monitoring in Global Artificial Intelligence in Agriculture Market (by Application), $Million, 2018-2024 70. Australia Artificial Intelligence in Agriculture Market, $Million, 2018-2024 51. Other Livestock and Aquaculture Applications in Global Artificial Intelligence in Agriculture Market (by Application), $Million, 2018-2024 71. Popular Agricultural Applications of AI in Australia 72. China Artificial Intelligence in Agriculture Market, $Million, 2018-2024 52. Global Artificial Intelligence in Agriculture Market, Market Share and CAGR (By Region) 73. Japan Artificial Intelligence in Agriculture Market, $Million, 2018-2024 53. North America Artificial Intelligence in Agriculture Market, $Million, 2018-2024 74. India Artificial Intelligence in Agriculture Market, $Million, 2018-2024 54. North America Artificial Intelligence in Agriculture Market (by Country), $Million, 2018-2024 75. Rest-of-Asia-Pacific Artificial Intelligence in Agriculture Market, $Million, 2018-2024 55. The U.S. Artificial Intelligence in Agriculture Market, $Million, 2018-2024 76. Brazil Artificial Intelligence in Agriculture Market, $Million, 2018-2024 56. Canada Artificial Intelligence in Agriculture Market, $Million, 2018-2024 77. Israel Artificial Intelligence in Agriculture Market, $Million, 2018-2024 57. Rest-of-North America Artificial Intelligence in Agriculture Market, $Million, 2018-2024 78. South Africa Artificial Intelligence in Agriculture Market, $Million, 2018-2024 58. EU Declaration of Cooperation on Digital Agriculture: Landscape 79. Rest of RoW Artificial Intelligence in Agriculture Market, $Million, 2018-2024 59. The Europe Artificial Intelligence in Agriculture Market, $Million, 2018-2024 80. Share of Key Companies 81. Alibaba Group Holding Limited: Overall Financials, 2017-2019 60. Europe Artificial Intelligence in Agriculture Market (By Country), $Million, 2018-2024 sales@bisresearch.com | www.bisresearch.com

6. List of Figures 82. 105. Microsoft Corporation: SWOT Analysis 83. Alibaba Group Holding Limited: Net Revenue by Business Segment, 2017-2019 106. Robert Bosch GmbH: Overall Financials, 2016-2018 107. Robert Bosch GmbH: Net Revenue by Business Segment, 2016-2018 84. Alibaba Group Holding Limited: SWOT Analysis 85. AgEagle Aerial Systems Inc.: SWOT Analysis 108. Robert Bosch GmbH: Net Revenue by Regional Segment, 2016-2018 86. BASF SE: Overall Financials, 2016-2018 109. Robert Bosch GmbH: SWOT Analysis 87. BASF SE: Net Revenue by Business Segment, 2016- 2018 110. SAP SE: Overall Financials, 2016-2018 88. BASF SE: Net Revenue by Regional Segment, 2016- 2018 111. SAP SE: Net Revenue by Business Segment, 2016- 2018 89. BASF SE: SWOT Analysis 112. SAP SE: Net Revenue by Regional Segment, 2016- 2018 90. The Climate Corporation: SWOT Analysis 113. SAP SE: SWOT Analysis 91. Deere & Company: Overall Financials, 2016-2018 114. Connecterra B.V.: SWOT Analysis 92. Deere & Company: Net Revenue by Business Segment, 2016-2018 115. Descartes Labs, Inc.: SWOT Analysis 93. Deere & Company: Net Revenue by Regional Segment, 2016-2018 116. Gamaya SA: SWOT Analysis 117. Granular Inc.: SWOT Analysis 94. Deere & Company, LLC: SWOT Analysis 118. Harvest Croo, LLC: SWOT Analysis 95. IBM Corporation: Overall Financials, 2016-2018 119. PrecisionHawk Inc.: SWOT Analysis 96. IBM Corporation: Net Revenue by Business Segment, 2016-2018 120. Prospera Technologies: SWOT Analysis 121. Root AI, Inc.: SWOT Analysis 97. IBM Corporation: Net Revenue by Regional Segment, 2016-2018 122. SZ DJI Technology Co. Ltd: SWOT Analysis 123. VineView: SWOT Analysis 98. IBM Corporation: SWOT Analysis 124. Artificial Intelligence in Agriculture Market Scope 99. Jd.com, Inc.: Overall Financials, 2017-2019 125. Report Methodology 100. Jd.com, Inc.: Net Revenue by Business Segment, 2017-2019 126. Primary Interviews Breakdown, by Player, Designation, and Region 101. Jd.com, Inc.: SWOT Analysis 127. Sources of Secondary Research 102. Microsoft Corporation: Overall Financials, 2016-2018 128. Data Triangulation 103. Microsoft Corporation: Net Revenue by Business Segment, 2016-2018 129. Top Down-Bottom-Up Approach for Market Estimation 104. Microsoft Corporation: Net Revenue by Regional Segment, 2016-2018 sales@bisresearch.com | www.bisresearch.com

7. Research Scope & BIS Methodology 1. Scope of the Report The report is a thorough study of the global artificial intelligence in agriculture market share and market size including the analysis by different farming types, product offerings, and applications. The artificial intelligence in agriculture market has also been extensively analyzed in this report including the market trends across the geographical regions across the world. Further, the market estimated in different sections of the report considered “2019-2024” as the forecast period. 2. Global Artificial Intelligence in Agriculture Market Research Methodology The research methodology design adopted for this specific study includes a mix of data collected from primary and secondary sources. The research exhaustively use both primary sources (in-house experts, industry leaders and market players) and secondary sources (a host of paid and unpaid databases) along with analytical tools to build forecast and predictive models. Primary Data Sources The primary sources involve the industry experts from the analytics, robotics, drone, and agriculture industries. In the extensive primary research process undertaken for this study, the primary sources further include industry experts and key executives from prominent companies, research organizations and agricultural research associations. All such resources have been interviewed to obtain and verify both the qualitative and the quantitative aspects of this research study. The Key Data Points Taken From Primary Sources Include: ƒ Validation and triangulation of all the numbers and graphs ƒ Validation of report’s segmentation and key qualitative findings ƒ Understanding the competitive landscape ƒ Validation of the numbers of the various market segments for smart farming ƒ Percentage split for country analysis The research includes interviews with participants throughout the value chain. An extensive questionnaire was shared to get insights from the experts who didn’t participate in discussions. In some cases where information was not available, Delphi method was used to arrive at mutual consent with BIS consultants. sales@bisresearch.com | www.bisresearch.com

8. Research Scope & BIS Methodology Figure 1: Research Methodology Scope Definition Research Design Market Study Qualitative Quantitative Primary Interviews/ Secondary Research Top-Down and Bottom-Up Primary & Secondary Data Report Writing Data Validation Data Analysis Data Collection Secondary Data Sources The research study involves the usage of extensive secondary sources, directories, company websites, annual reports and investor presentations. It also makes use of databases, such as Hoovers, Bloomberg, Business-week, and Factiva to collect useful and effective information for an extensive, market-oriented, and commercial study of the global market. Secondary research was done to obtain crucial information about the industry’s value chain, market’s monetary chain, total pool of key players, and the prevalent solutions and applications. MARKET SIZE (Value and Volume) REVENUE OF COMPANIES QUALITATIVE INFORMATION (Market Dynamics and Market Trends) Sources: Company Financials Magazines Journals Press Releases Paid Databases BIS Data Repository Sources: Annual Reports Company Websites Public Databases BIS Data Repository Sources: Company Websites Annual Reports Press Releases BIS Data Repository sales@bisresearch.com | www.bisresearch.com

9. Research Scope & BIS Methodology Figure 2: Data Triangulation The process of market engineering involves calculation of the market statistics, market size estimation, market forecast, market crackdown, and data triangulation (the methodology for these quantitative data processes is explained in the further sections). An extensive primary research study was undertaken to gather information, and authenticate the critical numbers arrived through segmentation types, industry trends, and key players of each type of products and services in the market. BIS Research Internal Repository ƒ ƒ ƒ ƒ ƒ ƒ ƒ Key Players Competitive Landscape Opportunities/Challenges Market Size and Market Share (2018-2024) Macro-Economic Factors Market Estimates Regional Analysis Bis Research Internal Repository DATA TRIANGULATION Primary Sources Secondary Sources Primary Sources Secondary Sources Demand Side: Interview With: ƒ ƒ ƒ ƒ ƒ ƒ ƒ ƒ Stockmen Agronomists OEMs System Integrators Agriculture Consultants Service Providers Component Manufacturers Distributors ƒ ƒ ƒ ƒ ƒ ƒ ƒ ƒ ƒ Annual Reports of Key Industrial Players SEC Filings 10K Reports Investor Presentations Journals Press Releases Paid and Unpaid Databases Food & Agriculture Organization Reports USDA Foreign Agricultural Service Reports REQUEST FOR SAMPLE sales@bisresearch.com | www.bisresearch.com

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