Global Artificial Intelligence in Agriculture Market

Best Price Guarantee	Length	Publisher	Published Date	SKU
from $4,800	721 Pages	Data Bridge Market Research	July, 2024	DAABD19176081

Best Price Guarantee
Price	from $4,800
Length	721 Pages
Publisher	Data Bridge Market Research
Published Date	July, 2024
SKU	DAABD19176081

Global Artificial Intelligence in Agriculture Market

Global Artificial Intelligence in Agriculture market is expected to reach USD 8,572.19 Million by 2031 from USD 1,757.02 Millionin 2023, growing with a CAGR of 22.4% in the forecast period of 2024 to 2031.
Market Segmentation:
Global artificial intelligence in agriculture market, By Offering (Hardware, Software, and Services), Technology [Machine Learning (ML), Computer Vision, Natural Language Processing (NLP), Robotics & Automation, and Others], Application (Precision Farming, Livestock Monitoring, Weather Forecasting, Soil Management, Crop Health Monitoring, Supply Chain Optimization, and Others), Deployment Mode (Cloud, and On-Premise), End User (Farms, Agro-Tech Companies, Agrochemical Companies, Research Institutes, and Others), Countries (U.S., Canada , Italy, France, Germany, Spain, Poland, Netherlands, Romania, Denmark, Belgium, Greece, Portugal, Hungary, Austria, Ireland, Czechia, Sweden, Bulgaria, Finland, Croatia, Lithuania, Slovenia, Latvi,, Slovakia, Cyprus, Estonia, Luxembourg, Malta, Non-EU Europe, China, Japan, India, South Korea, Australia, Malaysia, Indonesia, New Zealand, Singapore, Thailand, Philippines, Vietnam, Taiwan, rest of Asia-Pacific, Brazil, Argentina, Mexico, rest of Latin America, Saudi Arabia, South Africa, U.A.E., Israel, Egypt, Qatar, Oman, Kuwait, Bahrain, Rest of Middle East and Africa)-Industry Trends and Forecast to 2031

Overview of Global Artificial Intelligence in Agriculture Market Dynamics

Driver

• Increasing crop monitoring and yield prediction accuracy

Restraint

• Persistent data privacy and security concerns

Opportunity

• Integrating AI with hardware for better deployment

Market Players:

The key market players operating in the Global artificial intelligence in agriculture market are listed below:
• Deere & Company
• IBM
• Microsoft
• OpenAI
• Open Text Corporation
• ClimateAi,
• AgEagle Aerial Systems Inc
• CNH Industrial N.V.
• AGCO Corporation
• KUBOTA Corporation
• YANMAR HOLDINGS CO., LTD.
• DeLaval
• Lely
• Raven Industries, Inc.
• Gamaya, Bayer AG
• VALMONT INDUSTRIES, INC.
• Cisco Systems, Inc.
• Oracle
• Harvest CROO Robotics LLC
• ADM
• SYNGENTA GLOBAL
• Corteva
• Bowery Farming Inc.

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1 Introduction: 1.1 Objectives Of The Study; 1.2 Market Definition; 1.3 Overview Of The Global Artificial Intelligence In Agriculture; 1.4 Currency And Pricing; 1.5 Limitations; 1.6 Markets Covered
2 Market Segmentation: 2.1 Markets Covered; 2.2 Geographical Scope; 2.3 Years Considered For The Study; 2.4 Dbmr Tripod Data Validation Model; 2.5 Primary Interviews With Key Opinion Leaders; 2.6 Dbmr Market Position Grid; 2.7 Vendor Share Analysis; 2.8 Multivariate Modeling; 2.9 Offering Timeline Curve; 2.10 Secondary Sources; 2.11 Assumptions
3 Executive Summary
4 Premium Insights: 4.1 Porter’s Five Forces Analysis; 4.2 Regulatory Standards; 4.3 Technological Trends; 4.4 Company Comparative Analysis; 4.5 Device Lifetime; 4.6 Import And Export Shipments; 4.7 Value Chain Analysis
5 Market Overview: 5.1 Drivers; 5.1.1 Increasing Crop Monitoring And Yield Prediction Accuracy; 5.1.2 Increasing Implementation Of Better Farming Techniques With Ai; 5.1.3 Boosting Agricultural Efficiency With Data-driven Decisions; 5.1.4 Improving Pest And Disease Management With Ai; 5.2 Restraints; 5.2.1 Persistent Data Privacy And Security Concerns; 5.2.2 High Initial Investment Limiting Technology Adoption; 5.3 Opportunities; 5.3.1 Integrating Ai With Hardware For Better Deployment; 5.3.2 Increase In The Developing Ai Tools For Market Price Forecasting; 5.3.3 Strategic Partnerships Enhance Agricultural Solutions; 5.4 Challenges; 5.4.1 Limited Availability Of Skilled Personnel Affects The Effective Management And Operation Of Ai Technologies; 5.4.2 Difficulty Towards Integrating Ai Solutions With Existing Agricultural Machinery And During Software Adoption
6 Global Artificial Intelligence In Agriculture Market, By Offering: 6.1 Overview; 6.2 Hardware; 6.2.1 Hardware, By Type; 6.2.1.1 Sensors; 6.2.1.2 Drone And Uav’s; 6.2.1.3 Robot And Autonomous Machinery; 6.3 Software; 6.3.1 Software, By Type; 6.3.1.1 Farm Management Software; 6.3.1.2 Data Analytics Platforms; 6.3.1.3 Image Processing Software; 6.4 Services; 6.4.1 Services, By Type; 6.4.1.1 Managed Services; 6.4.1.1.1 Managed Services, By Type; 6.4.1.1.1.1 Data Analytics; 6.4.1.1.1.2 Monitoring; 6.4.1.1.1.3 Others; 6.4.1.2 Professional Services; 6.4.1.2.1 Professional Services, By Type; 6.4.1.2.1.1 Implementation; 6.4.1.2.1.2 Consulting And Training; 6.4.1.2.1.3 Support And Maintenance
7 Global Artificial Intelligence In Agriculture Market, By Technology: 7.1 Overview; 7.2 Machine Learning (Ml); 7.2.1 Machine Learning(Ml), By Type; 7.2.1.1 Predictive Analytics; 7.2.1.2 Anomaly Detection; 7.2.1.3 Decision Support Systems; 7.2.1.4 Crop Yield Predictions; 7.3 Computer Vision; 7.3.1 Computer Vision, By Type; 7.3.1.1 Image Recognition; 7.3.1.2 Object/Intrusion Detection; 7.3.1.3 Automated Grading And Sorting; 7.3.1.4 Pest & Disease Detection; 7.4 Natural Language Processing (Nlp); 7.4.1 Natural Language Processing (Nlp), By Type; 7.4.1.1 Chatbot And Farmer Support; 7.4.1.2 Voice Recognition For Machinery Control; 7.5 Robotics & Automation; 7.5.1 Robotics & Automation, By Type; 7.5.1.1 Drone Based Monitoring And Spraying; 7.5.1.2 Robotic Harvesting; 7.5.1.3 Autonomous Tractor And Machinery; 7.6 Others
8 Global Artificial Intelligence In Agriculture Market, By Application: 8.1 Overview; 8.2 Precision Farming; 8.2.1 Precision Farming, By Type; 8.2.1.1 Variable Rate Application; 8.2.1.2 Crop Scouting; 8.2.1.3 Field Mapping; 8.3 Livestock Monitoring; 8.3.1 Livestock Monitoring, By Type; 8.3.1.1 Health Monitoring; 8.3.1.2 Behaviour Analysis; 8.3.1.3 Automated Feeding Systems; 8.4 Weather Forecasting; 8.4.1 Weather Forecasting, By Type; 8.4.1.1 Climate Prediction; 8.4.1.2 Weather Pattern Analysis; 8.5 Soil Management; 8.5.1 Soil Management, By Type; 8.5.1.1 Soil Condition Monitoring; 8.5.1.2 Irrigation Management; 8.5.1.3 Nutrient Management; 8.6 Crop Health Monitoring; 8.6.1 Crop Health Monitoring, By Type; 8.6.1.1 Disease And Pest Detection; 8.6.1.2 Plant Stress Analysis; 8.6.1.3 Nutrient Deficiency Identification; 8.7 Supply Chain Optimization; 8.7.1 Supply Chain Optimization, By Type; 8.7.1.1 Inventory Management; 8.7.1.2 Transportation And Logistics; 8.7.1.3 Demand Forecasting; 8.8 Others
9 Global Artificial Intelligence In Agriculture Market, By Deployment Mode: 9.1 Overview; 9.2 Cloud; 9.3 On-premise
10 Global Artificial Intelligence In Agriculture Market, By End User: 10.1 Overview; 10.2 Farms; 10.3 Agro-tech Companies; 10.4 Agro Chemical Companies; 10.5 Research Institutes; 10.6 Others
11 Global Artificial Intelligence In Agriculture Market, By Region: 11.1 Overview; 11.2 North America; 11.2.1 U.S.; 11.2.2 Canada; 11.3 Europe; 11.3.1 Italy; 11.3.2 France; 11.3.3 Germany; 11.3.4 Spain; 11.3.5 Poland; 11.3.6 Netherlands; 11.3.7 Romania; 11.3.8 Denmark; 11.3.9 Belgium; 11.3.10 Greece; 11.3.11 Portugal; 11.3.12 Hungary; 11.3.13 Austria; 11.3.14 Ireland; 11.3.15 Czechia; 11.3.16 Sweden; 11.3.17 Bulgaria; 11.3.18 Finland; 11.3.19 Croatia; 11.3.20 Lithuania; 11.3.21 Slovenia; 11.3.22 Latvia; 11.3.23 Slovakia; 11.3.24 Cyprus; 11.3.25 Estonia; 11.3.26 Luxembourg; 11.3.27 Malta; 11.3.28 Non-eu Europe; 11.4 Asia-pacific; 11.4.1 China; 11.4.2 Japan; 11.4.3 India; 11.4.4 South Korea; 11.4.5 Australia; 11.4.6 Malaysia; 11.4.7 Indonesia; 11.4.8 New Zealand; 11.4.9 Singapore; 11.4.10 Thailand; 11.4.11 Philippines; 11.4.12 Vietnam; 11.4.13 Taiwan; 11.4.14 Rest Of Asia-pacific; 11.5 Latin America; 11.5.1 Brazil; 11.5.2 Argentina; 11.5.3 Mexico; 11.6 Middle East And Africa; 11.6.1 Saudi Arabia; 11.6.2 South Africa; 11.6.3 U.A.E; 11.6.4 Israel; 11.6.5 Egypt; 11.6.6 Qatar; 11.6.7 Oman; 11.6.8 Kuwait; 11.6.9 Bahrain; 11.6.10 Rest Of Middle East And Africa
12 Global Artificial Intelligence In Agriculture Market, Company Landscape: 12.1 Company Share Analysis: Global; 12.2 Company Share Analysis: North America; 12.3 Company Share Analysis: Europe; 12.4 Company Share Analysis: Asia-pacific
13 Swot Analysis
14 Company Profile: 14.1 Open Text Corporation; 14.1.1 Company Snapshot; 14.1.2 Revenue Analysis; 14.1.3 Company Share Analysis; 14.1.4 Product Portfolio; 14.1.5 Recent Developments; 14.2 Valmont Industries, Inc.; 14.2.1 Company Snapshot; 14.2.2 Revenue Analysis; 14.2.3 Company Share Analysis; 14.2.4 Solution Portfolio; 14.2.5 Recent Developments; 14.3 Openai; 14.3.1 Company Snapshot; 14.3.2 Company Share Analysis; 14.3.3 Product Portfolio; 14.3.4 Recent Developments; 14.4 Agco Corporation; 14.4.1 Company Snapshot; 14.4.2 Revenue Analysis; 14.4.3 Company Share Analysis; 14.4.4 Brand Portfolio; 14.4.5 Recent Development; 14.5 Ibm; 14.5.1 Company Snapshot; 14.5.2 Revenue Analysis; 14.5.3 Company Share Analysis; 14.5.4 Solution Portfolio; 14.5.5 Recent Developments; 14.6 Adm; 14.6.1 Company Snapshot; 14.6.2 Revenue Analysis; 14.6.3 Product Portfolio; 14.6.4 Recent Development; 14.7 Ageagle Aerial Systems Inc; 14.7.1 Company Snapshot; 14.7.2 Revenue Analysis; 14.7.3 Product Portfolio; 14.7.4 Recent Developments; 14.8 Alphabet Inc.; 14.8.1 Company Snapshot; 14.8.2 Revenue Analysis; 14.8.3 Product Portfolio; 14.8.4 Recent Developments; 14.9 Bayer Ag; 14.9.1 Company Snapshot; 14.9.2 Revenue Analysis; 14.9.3 Solution Portfolio; 14.9.4 Recent Developments; 14.10 Bowery Farming Inc.; 14.10.1 Company Snapshot; 14.10.2 Product Portfolio; 14.10.3 Recent Developments; 14.11 Cisco Systems, Inc.; 14.11.1 Company Snapshot; 14.11.2 Revenue Analysis; 14.11.3 Solution Portfolio; 14.11.4 Recent Developments; 14.12 Climate Ai; 14.12.1 Company Snapshot; 14.12.2 Solution Portfolio; 14.12.3 Recent Development; 14.13 Cnh Industrial N.V.; 14.13.1 Company Snapshot; 14.13.2 Revenue Analysis; 14.13.3 Brand Portfolio; 14.13.4 Recent Development; 14.14 Corteva; 14.14.1 Company Snapshot; 14.14.2 Revenue Analysis; 14.14.3 Product Portfolio; 14.14.4 Recent Developments; 14.15 Deere & Company; 14.15.1 Company Snapshot; 14.15.2 Revenue Analysis; 14.15.3 Product Portfolio; 14.15.4 Recent Developments; 14.16 Delaval; 14.16.1 Company Snapshot; 14.16.2 Solution Portfolio; 14.16.3 Recent Developments; 14.17 Gamaya; 14.17.1 Company Snapshot; 14.17.2 Product Portfolio; 14.17.3 Recent Developments; 14.18 Harvest Croo Robotics Llc.; 14.18.1 Company Snapshot; 14.18.2 Product Portfolio; 14.18.3 Recent Development; 14.19 Kubota Corporation; 14.19.1 Company Snapshot; 14.19.2 Revenue Analysis; 14.19.3 Product & Solution Portfolio; 14.19.4 Recent Developments; 14.20 Lely; 14.20.1 Company Snapshot; 14.20.2 Revenue Analysis; 14.20.3 Solution Portfolio; 14.20.4 Recent Developments; 14.21 Microsoft; 14.21.1 Company Snapshot; 14.21.2 Revenue Analysis; 14.21.3 Product Portfolio; 14.21.4 Recent Developments; 14.22 Oracle; 14.22.1 Company Snapshot; 14.22.2 Revenue Analysis; 14.22.3 Service Portfolio; 14.22.4 Recent Developments; 14.23 Raven Industries, Inc. (A Subsidiary Of Cnh); 14.23.1 Company Snapshot; 14.23.2 Service Portfolio; 14.23.3 Recent Developments; 14.24 Syngenta Ag Group; 14.24.1 Company Snapshot; 14.24.2 Revenue Analysis; 14.24.3 Product Portfolio; 14.24.4 Recent Developments; 14.25 Yanmar Holding Co., Ltd.; 14.25.1 Company Snapshot; 14.25.2 Product & Services Portfolio; 14.25.3 Recent Developments
15 Questionnaire
16 Related Reports: Table 1 Initial Costs For An Ai-based Farming Business; Table 2 Global Artificial Intelligence In Agriculture Market, By Offering, 2020-2031 (Usd Thousand); Table 3 Global Hardware In Artificial Intelligence In Agriculture Market, By Region, 2020-2031 (Usd Thousand); Table 4 Global Hardware In Artificial Intelligence In Agriculture Market, By Type, 2020-2031 (Usd Thousand); Table 5 Global Software Artificial Intelligence In Agriculture Market, By Region, 2020-2031 (Usd Thousand); Table 6 Global Software In Artificial Intelligence In Agriculture Market, By Type, 2020-2031 (Usd Thousand); Table 7 Global Services In Artificial Intelligence In Agriculture Market, By Region, 2020-2031 (Usd Thousand); Table 8 Global Services In Artificial Intelligence In Agriculture Market, By Type, 2020-2031 (Usd Thousand); Table 9 Global Managed Services In Artificial Intelligence In Agriculture Market, By Type, 2020-2031 (Usd Thousand); Table 10 Global Professional Services In Artificial Intelligence In Agriculture Market, By Type, 2020-2031 (Usd Thousand); Table 11 Global Artificial Intelligence In Agriculture Market, By Technology, 2020-2031 (Usd Thousand); Table 12 Global Machine Learning (Ml) In Artificial Intelligence In Agriculture Market, By Region, 2020-2031 (Usd Thousand); Table 13 Global Machine Learning (Ml) In Artificial Intelligence In Agriculture Market, By Type, 2020-2031 (Usd Thousand); Table 14 Global Computer Vision In Artificial Intelligence In Agriculture Market, By Region, 2020-2031 (Usd Thousand); Table 15 Global Computer Vision In Artificial Intelligence In Agriculture Market, By Type, 2020-2031 (Usd Thousand); Table 16 Global Natural Language Processing (Nlp) In Artificial Intelligence In Agriculture Market, By Region, 2020-2031 (Usd Thousand); Table 17 Global Natural Language Processing (Nlp) In Artificial Intelligence In Agriculture Market, By Type, 2020-2031 (Usd Thousand); Table 18 Global Robotics And Automation In Artificial Intelligence In Agriculture Market, By Region, 2020-2031 (Usd Thousand); Table 19 Global Robotics & Automation In Artificial Intelligence In Agriculture Market, By Type, 2020-2031 (Usd Thousand); Table 20 Global Others In Artificial Intelligence In Agriculture Market, By Region, 2020-2031 (Usd Thousand); Table 21 Global Artificial Intelligence In Agriculture Market, By Application, 2020-2031 (Usd Thousand); Table 22 Global Precision Farming In Artificial Intelligence In Agriculture Market, By Region, 2020-2031 (Usd Thousand); Table 23 Global Precision Farming In Artificial Intelligence In Agriculture Market, By Type, 2020-2031 (Usd Thousand); Table 24 Global Livestock Monitoring In Artificial Intelligence In Agriculture Market, By Region, 2020-2031 (Usd Thousand); Table 25 Global Livestock Monitoring In Artificial Intelligence In Agriculture Market, By Type, 2020-2031 (Usd Thousand); Table 26 Global Weather Forecasting In Artificial Intelligence In Agriculture Market, By Region, 2020-2031 (Usd Thousand); Table 27 Global Weather Forecasting In Artificial Intelligence In Agriculture Market, By Type, 2020-2031 (Usd Thousand); Table 28 Global Soil Management In Artificial Intelligence In Agriculture Market, By Region, 2020-2031 (Usd Thousand); Table 29 Global Soil Management In Artificial Intelligence In Agriculture Market, By Type, 2020-2031 (Usd Thousand); Table 30 Global Crop Health Monitoring In Artificial Intelligence In Agriculture Market, By Region, 2020-2031 (Usd Thousand); Table 31 Global Crop Health Monitoring In Artificial Intelligence In Agriculture Market, By Type, 2020-2031 (Usd Thousand); Table 32 Global Supply Chain Optimization In Artificial Intelligence In Agriculture Market, By Region, 2020-2031 (Usd Thousand); Table 33 Global Supply Chain Optimization In Artificial Intelligence In Agriculture Market, By Type, 2020-2031 (Usd Thousand); Table 34 Global Others In Artificial Intelligence In Agriculture Market, By Region, 2020-2031 (Usd Thousand); Table 35 Global Artificial Intelligence In Agriculture Market, By Deployment Mode 2020-2031 (Usd Thousand); Table 36 Global Cloud In Artificial Intelligence In Agriculture Market, By Region, 2020-2031 (Usd Thousand); Table 37 Global On-premise In Artificial Intelligence In Agriculture Market, By Region, 2020-2031 (Usd Thousand); Table 38 Global Artificial Intelligence In Agriculture Market, By End User, 2020-2031 (Usd Thousand); Table 39 Global Farms In Artificial Intelligence In Agriculture Market, By Region, 2020-2031 (Usd Thousand); Table 40 Global Agro-tech Companies In Artificial Intelligence In Agriculture Market, By Region, 2020-2031 (Usd Thousand); Table 41 Global Agrochemical Companies In Artificial Intelligence In Agriculture Market, By Region, 2020-2031 (Usd Thousand); Table 42 Global Research Institutes In Artificial Intelligence In Agriculture Market, By Region, 2020-2031 (Usd Thousand); Table 43 Global Others In Artificial Intelligence In Agriculture Market, By Region, 2020-2031 (Usd Thousand); Table 44 Global Artificial Intelligence In Agriculture Market, By Region, 2020-2031 (Usd Thousand); Table 45 North America Artificial Intelligence In Agriculture Market, By Country, 2020-2031 (Usd Thousand); Table 46 North America Artificial Intelligence In Agriculture Market, By Offering, 2020-2031 (Usd Thousand); Table 47 North America Hardware In Artificial Intelligence In Agriculture Market, By Type, 2020-2031 (Usd Thousand); Table 48 North America Software In Artificial Intelligence In Agriculture Market, By Type, 2020-2031 (Usd Thousand); Table 49 North America Services In Artificial Intelligence In Agriculture Market, By Type, 2020-2031 (Usd Thousand); Table 50 North America Managed Services In Artificial Intelligence In Agriculture Market, By Type, 2020-2031 (Usd Thousand); Table 51 North America Professional Services In Artificial Intelligence In Agriculture Market, By Type, 2020-2031 (Usd Thousand); Table 52 North America Artificial Intelligence In Agriculture Market, By Technology, 2020-2031 (Usd Thousand); Table 53 North America Machine Learning (Ml) In Artificial Intelligence In Agriculture Market, By Type, 2020-2031 (Usd Thousand); Table 54 North America Computer Vision In Artificial Intelligence In Agriculture Market, By Type, 2020-2031 (Usd Thousand); Table 55 North America Natural Language Processing (Nlp) In Artificial Intelligence In Agriculture Market, By Type, 2020-2031 (Usd Thousand); Table 56 North America Robotics & Automation In Artificial Intelligence In Agriculture Market, By Type, 2020-2031 (Usd Thousand); Table 57 North America Artificial Intelligence In Agriculture Market, By Application, 2020-2031 (Usd Thousand); Table 58 North America Precision Farming In Artificial Intelligence In Agriculture Market, By Type, 2020-2031 (Usd Thousand); Table 59 North America Livestock Monitoring In Artificial Intelligence In Agriculture Market, By Type, 2020-2031 (Usd Thousand); Table 60 North America Weather Forecasting In Artificial Intelligence In Agriculture Market, By Type, 2020-2031 (Usd Thousand); Table 61 North America Soil Management In Artificial Intelligence In Agriculture Market, By Type, 2020-2031 (Usd Thousand); Table 62 North America Crop Health Monitoring In Artificial Intelligence In Agriculture Market, By Type, 2020-2031 (Usd Thousand); Table 63 North America Supply Chain Optimization In Artificial Intelligence In Agriculture Market, By Type, 2020-2031 (Usd Thousand); Table 64 North America Supply Chain Optimization In Artificial Intelligence In Agriculture Market, By Type, 2020-2031 (Usd Thousand); Table 65 North America Artificial Intelligence In Agriculture Market, By End User, 2020-2031 (Usd Thousand); Table 66 U.S. Artificial Intelligence In Agriculture Market, By Offering, 2020-2031 (Usd Thousand); Table 67 U.S. Hardware In Artificial Intelligence In Agriculture Market, By Type, 2020-2031 (Usd Thousand); Table 68 U.S. Software In Artificial Intelligence In Agriculture Market, By Type, 2020-2031 (Usd Thousand); Table 69 U.S. Services In Artificial Intelligence In Agriculture Market, By Type, 2020-2031 (Usd Thousand); Table 70 U.S. Managed Services In Artificial Intelligence In Agriculture Market, By Type, 2020-2031 (Usd Thousand); Table 71 U.S. Professional Services In Artificial Intelligence In Agriculture Market, By Type, 2020-2031 (Usd Thousand); Table 72 U.S. Artificial Intelligence In Agriculture Market, By Technology, 2020-2031 (Usd Thousand); Table 73 U.S. Machine Learning (Ml) In Artificial Intelligence In Agriculture Market, By Type, 2020-2031 (Usd Thousand); Table 74 U.S. Computer Vision In Artificial Intelligence In Agriculture Market, By Type, 2020-2031 (Usd Thousand); Table 75 U.S. Natural Language Processing (Nlp) In Artificial Intelligence In Agriculture Market, By Type, 2020-2031 (Usd Thousand); Table 76 U.S. Robotics & Automation In Artificial Intelligence In Agriculture Market, By Type, 2020-2031 (Usd Thousand); Table 77 U.S. Artificial Intelligence In Agriculture Market, By Application, 2020-2031 (Usd Thousand); Table 78 U.S. Precision Farming In Artificial Intelligence In Agriculture Market, By Type, 2020-2031 (Usd Thousand); Table 79 U.S. Livestock Monitoring In Artificial Intelligence In Agriculture Market, By Type, 2020-2031 (Usd Thousand); Table 80 U.S. Weather Forecasting In Artificial Intelligence In Agriculture Market, By Type, 2020-2031 (Usd Thousand); Table 81 U.S. Soil Management In Artificial Intelligence In Agriculture Market, By Type, 2020-2031 (Usd Thousand); Table 82 U.S. Crop Health Monitoring In Artificial Intelligence In Agriculture Market, By Type, 2020-2031 (Usd Thousand); Table 83 U.S. Supply Chain Optimization In Artificial Intelligence In Agriculture Market, By Type, 2020-2031 (Usd Thousand); Table 84 U.S. Supply Chain Optimization In Artificial Intelligence In Agriculture Market, By Type, 2020-2031 (Usd Thousand); Table 85 U.S. Artificial Intelligence In Agriculture Market, By End User, 2020-2031 (Usd Thousand); Table 86 Canada Artificial Intelligence In Agriculture Market, By Offering, 2020-2031 (Usd Thousand); Table 87 Canada Hardware In Artificial Intelligence In Agriculture Market, By Type, 2020-2031 (Usd Thousand); Table 88 Canada Software In Artificial Intelligence In Agriculture Market, By Type, 2020-2031 (Usd Thousand); Table 89 Canada Services In Artificial Intelligence In Agriculture Market, By Type, 2020-2031 (Usd Thousand); Table 90 Canada Managed Services In Artificial Intelligence In Agriculture Market, By Type, 2020-2031 (Usd Thousand); Table 91 Canada Professional Services In Artificial Intelligence In Agriculture Market, By Type, 2020-2031 (Usd Thousand); Table 92 Canada Artificial Intelligence In Agriculture Market, By Technology, 2020-2031 (Usd Thousand); Table 93 Canada Machine Learning (Ml) In Artificial Intelligence In Agriculture Market, By Type, 2020-2031 (Usd Thousand); Table 94 Canada Computer Vision In Artificial Intelligence In Agriculture Market, By Type, 2020-2031 (Usd Thousand); Table 95 Canada Natural Language Processing (Nlp) In Artificial Intelligence In Agriculture Market, By Type, 2020-2031 (Usd Thousand); Table 96 Canada Robotics & Automation In Artificial Intelligence In Agriculture Market, By Type, 2020-2031 (Usd Thousand); Table 97 Canada Artificial Intelligence In Agriculture Market, By Application, 2020-2031 (Usd Thousand); Table 98 Canada Precision Farming In Artificial Intelligence In Agriculture Market, By Type, 2020-2031 (Usd Thousand); Table 99 Canada Livestock Monitoring In Artificial Intelligence In Agriculture Market, By Type, 2020-2031 (Usd Thousand); Table 100 Canada Weather Forecasting In Artificial Intelligence In Agriculture Market, By Type, 2020-2031 (Usd Thousand); Table 101 Canada Soil Management In Artificial Intelligence In Agriculture Market, By Type, 2020-2031 (Usd Thousand); Table 102 Canada Crop Health Monitoring In Artificial Intelligence In Agriculture Market, By Type, 2020-2031 (Usd Thousand); Table 103 Canada Supply Chain Optimization In Artificial Intelligence In Agriculture Market, By Type, 2020-2031 (Usd Thousand); Table 104 Canada Supply Chain Optimization In Artificial Intelligence In Agriculture Market, By Type, 2020-2031 (Usd Thousand); Table 105 Canada Artificial Intelligence In Agriculture Market, By End User, 2020-2031 (Usd Thousand); Table 106 Europe Artificial Intelligence In Agriculture Market, By Country, 2020-2031 (Usd Thousand); Table 107 Europe Artificial Intelligence In Agriculture Market, By Offering, 2020-2031 (Usd Thousand); Table 108 Europe Hardware In Artificial Intelligence In Agriculture Market, By Type, 2020-2031 (Usd Thousand); Table 109 Europe Software In Artificial Intelligence In Agriculture Market, By Type, 2020-2031 (Usd Thousand); Table 110 Europe Services In Artificial Intelligence In Agriculture Market, By Type, 2020-2031 (Usd Thousand); Table 111 Europe Managed Services In Artificial Intelligence In Agriculture Market, By Type, 2020-2031 (Usd Thousand); Table 112 Europe Professional Services In Artificial Intelligence In Agriculture Market, By Type, 2020-2031 (Usd Thousand); Table 113 Europe Artificial Intelligence In Agriculture Market, By Technology, 2020-2031 (Usd Thousand); Table 114 Europe Machine Learning (Ml) In Artificial Intelligence In Agriculture Market, By Type, 2020-2031 (Usd Thousand); Table 115 Europe Computer Vision In Artificial Intelligence In Agriculture Market, By Type, 2020-2031 (Usd Thousand); Table 116 Europe Natural Language Processing (Nlp) In Artificial Intelligence In Agriculture Market, By Type, 2020-2031 (Usd Thousand); Table 117 Europe Robotics & Automation In Artificial Intelligence In Agriculture Market, By Type, 2020-2031 (Usd Thousand); Table 118 Europe Artificial Intelligence In Agriculture Market, By Application, 2020-2031 (Usd Thousand); Table 119 Europe Precision Farming In Artificial Intelligence In Agriculture Market, By Type, 2020-2031 (Usd Thousand); Table 120 Europe Livestock Monitoring In Artificial Intelligence In Agriculture Market, By Type, 2020-2031 (Usd Thousand); Table 121 Europe Weather Forecasting In Artificial Intelligence In Agriculture Market, By Type, 2020-2031 (Usd Thousand); Table 122 Europe Soil Management In Artificial Intelligence In Agriculture Market, By Type, 2020-2031 (Usd Thousand); Table 123 Europe Crop Health Monitoring In Artificial Intelligence In Agriculture Market, By Type, 2020-2031 (Usd Thousand); Table 124 Europe Supply Chain Optimization In Artificial Intelligence In Agriculture Market, By Type, 2020-2031 (Usd Thousand); Table 125 Europe Supply Chain Optimization In Artificial Intelligence In Agriculture Market, By Type, 2020-2031 (Usd Thousand); Table 126 Europe Artificial Intelligence In Agriculture Market, By End User, 2020-2031 (Usd Thousand); Table 127 Italy Artificial Intelligence In Agriculture Market, By Offering, 2020-2031 (Usd Thousand); Table 128 Italy Hardware In Artificial Intelligence In Agriculture Market, By Type, 2020-2031 (Usd Thousand); Table 129 Italy Software In Artificial Intelligence In Agriculture Market, By Type, 2020-2031 (Usd Thousand); Table 130 Italy Services In Artificial Intelligence In Agriculture Market, By Type, 2020-2031 (Usd Thousand); Table 131 Italy Managed Services In Artificial Intelligence In Agriculture Market, By Type, 2020-2031 (Usd Thousand); Table 132 Italy Professional Services In Artificial Intelligence In Agriculture Market, By Type, 2020-2031 (Usd Thousand); Table 133 Italy Artificial Intelligence In Agriculture Market, By Technology, 2020-2031 (Usd Thousand); Table 134 Italy Machine Learning (Ml) In Artificial Intelligence In Agriculture Market, By Type, 2020-2031 (Usd Thousand); Table 135 Italy Computer Vision In Artificial Intelligence In Agriculture Market, By Type, 2020-2031 (Usd Thousand); Figure 1 Global Artificial Intelligence In Agriculture Market: Segmentation; Figure 2 Global Artificial Intelligence In Agriculture Market: Data Triangulation; Figure 3 Global Artificial Intelligence In Agriculture Market: Droc Analysis; Figure 4 Global Artificial Intelligence In Agriculture Market: Global Vs Regional Market Analysis; Figure 5 Global Artificial Intelligence In Agriculture Market: Company Research Analysis; Figure 6 Global Artificial Intelligence In Agriculture Market: Interview Demographics; Figure 7 Global Artificial Intelligence In Agriculture: Dbmr Market Position Grid; Figure 8 Global Artificial Intelligence In Agriculture Market: Vendor Share Analysis; Figure 9 Global Artificial Intelligence In Agriculture Market: Multivariate Modeling; Figure 10 Global Artificial Intelligence In Agriculture Market: Offering Timeline Curve; Figure 11 Global Artificial Intelligence In Agriculture Market: Segmentation; Figure 12 Three Segments Comprise Global Artificial Intelligence In Agriculture Market; Figure 13 Global Artificial Intelligence In Agriculture Market Executive Summary; Figure 14 Global Artificial Intelligence In Agriculture Market Strategic Decisions; Figure 15 Increasing Crop Monitoring And Yield Prediction Accuracy Is Expected To Drive The Global Artificial Intelligence In Agriculture Market In The Forecast Period Of 2024 To 2031; Figure 16 Hardware Segment Is Expected To Account For The Largest Share Of The Global Artificial Intelligence In Agriculture Market In 2024 & 2031; Figure 17 North America Is Expected To Dominate, And Asia-pacific Is The Fastest-growing Region In The Global Artificial Intelligence In Agriculture Market In The Forecast Period Of 2024 To 2031; Figure 18 Asia-pacific Is The Fastest-growing Market For Artificial Intelligence In Agriculture Market In The Forecast Period Of 2024 To 2031; Figure 19 Drivers, Restraints, Opportunities And Challenges Of Global Artificial Intelligence In Agriculture Market; Figure 20 Data-driven Agriculture; Figure 21 Global Artificial Intelligence In Agriculture Market: By Offering, 2023; Figure 22 Global Artificial Intelligence In Agriculture Market: By Technology, 2023; Figure 23 Global Artificial Intelligence In Agriculture Market: By Application, 2023; Figure 24 Global Artificial Intelligence In Agriculture Market: By Deployment Mode, 2023; Figure 25 Global Artificial Intelligence In Agriculture Market: By End User, 2023; Figure 26 Global Artificial Intelligence In Agriculture Market: Snapshot (2023); Figure 27 Global Artificial Intelligence In Agriculture Market: Company Share 2023 (%); Figure 28 North America Artificial Intelligence In Agriculture Market: Company Share 2023 (%); Figure 29 Europe Artificial Intelligence In Agriculture Market: Company Share 2023 (%); Figure 30 Asia-pacific Artificial Intelligence In Agriculture Market: Company Share 2023 (%)