Table of Content



Chapter 1 Methodology and Scope
1.1 Research Methodology
1.2 Research Scope and Assumptions
1.3 List to Data Sources
Chapter 2 Executive Summary
2.1 AI in Agriculture Market - Industry Snapshot & Key Buying Criteria, 2014 - 2025
2.2 Global
2.2.1 Global AI in Agriculture Market, 2014 - 2025
2.2.2 Global AI in Agriculture Market, by Component, 2014 - 2025
2.2.3 Global AI in Agriculture Market, by technology, 2014 - 2025
2.2.4 Global AI in Agriculture Market, by application, 2014 - 2025
2.2.5 Global AI in Agriculture Market, by Region, 2014 - 2025
Chapter 3 Market Variables, Trends & Scope
3.1 Market Segmentation & Scope
3.2 Technological Overview
3.3 AI in Agriculture Size and Growth Prospects
3.4 Value Chain Analysis
3.5 Market Dynamics
3.5.1 Market Drivers
3.5.1.1 Need for increasing the crop productivity owing to the exponential growth in world’s population
3.5.1.2 Favorable government initiatives for modern agriculture techniques
3.5.2 Market Restraint
3.5.2.1 Lack of skilled workforce
3.5.3 Market Opportunity
3.5.3.1 Increasing adoption of unmanned aerial vehicles in agriculture and farming
3.5.4 Market Challenge
3.5.4.1 Data analysis from the unstructured farms and lands
3.6 Penetration & Key Opportunities Mapping
3.7 Industry Type Analysis - Porter’s
3.7.1 Supplier Power
3.7.2 Buyer Power
3.7.3 Substitution Threat
3.7.4 Threat from new entrant
3.7.5 Competitive rivalry
3.8 AI in Agriculture - PEST Analysis
3.8.1 Political
3.8.2 Economic
3.8.3 Social
3.8.4 Technological
Chapter 4 AI in Agriculture: Component Outlook
4.1 Hardware
4.1.1 Hardware AI in Agriculture Market, BY Region, 2014 - 2025
4.2 Software
4.2.1 Software AI in Agriculture Market, by region, 2014 - 2025
4.3 Service
4.3.1 Service AI in Agriculture Market, by region, 2014 - 2025
Chapter 5 AI in Agriculture: Technology Outlook
5.1 Machine Learning & Deep Learning
5.1.1 Machine Learning & Deep Learning AI in Agriculture Market, by region, 2014 - 2025
5.2 Predictive Analytics
5.2.1 Predictive Analytics AI in Agriculture Market, by region, 2014 - 2025
5.3 Computer Vision
5.3.1 Computer Vision AI in Agriculture Market, by region, 2014 - 2025
Chapter 6 AI in Agriculture: Application Outlook
6.1 Precision Farming
6.1.1 Precision Farming AI in Agriculture Market, BY Region, 2014 - 2025
6.2 Drone Analytics
6.2.1 Drone Analytics AI in Agriculture Market, by region, 2014 - 2025
6.3 Agriculture Robots
6.3.1 Agriculture Robots AI in Agriculture Market, by region, 2014 - 2025
6.4 Livestock Monitoring
6.4.1 Livestock Monitoring AI in Agriculture Market, by region, 2014 - 2025
6.5 Others
6.5.1 Others AI in Agriculture Market, by region, 2014 - 2025
Chapter 7 AI in Agriculture: Regional Outlook
7.1 North America
7.1.1 Regional Trends
7.1.2 North America AI in Agriculture Market, by component, 2014 - 2025
7.1.3 North America AI in Agriculture Market, by technology, 2014 - 2025
7.1.4 North America AI in Agriculture Market, by application, 2014 - 2025
7.1.5 U.S.
7.1.5.1 U.S. AI in Agriculture Market, by component, 2014 - 2025
7.1.5.2 U.S. AI in Agriculture Market, by technology, 2014 - 2025
7.1.5.3 U.S. AI in Agriculture Market, by application, 2014 - 2025
7.1.6 Canada
7.1.6.1 Canada AI in Agriculture Market, by component, 2014 - 2025
7.1.6.2 Canada AI in Agriculture Market, by technology, 2014 - 2025
7.1.6.3 Canada AI in Agriculture Market, by application, 2014 - 2025
7.1.7 Mexico
7.1.7.1 Mexico AI in Agriculture Market, by component, 2014 - 2025
7.1.7.2 Mexico AI in Agriculture Market, by technology, 2014 - 2025
7.1.7.3 Mexico AI in Agriculture Market, by application, 2014 - 2025
7.2 Europe
7.2.1 Regional Trends
7.2.2 Europe AI in Agriculture Market, by component, 2014 - 2025
7.2.3 Europe AI in Agriculture Market, by technology, 2014 - 2025
7.2.4 Europe AI in Agriculture Market, by application, 2014 - 2025
7.2.5 Germany
7.2.5.1 Germany AI in Agriculture Market, by component, 2014 - 2025
7.2.5.2 Germany AI in Agriculture Market, by technology, 2014 - 2025
7.2.5.3 Germany AI in Agriculture Market, by application, 2014 - 2025
7.2.6 U.K.
7.2.6.1 U.K. AI in Agriculture Market, by component, 2014 - 2025
7.2.6.2 U.K. AI in Agriculture Market, by technology, 2014 - 2025
7.2.6.3 U.K. AI in Agriculture Market, by application, 2014 - 2025
7.2.7 France
7.2.7.1 France AI in Agriculture Market, by component, 2014 - 2025
7.2.7.2 France AI in Agriculture Market, by technology, 2014 - 2025
7.2.7.3 France AI in Agriculture Market, by application, 2014 - 2025
7.3 Asia Pacific
7.3.1 Regional Trends
7.3.2 Asia Pacific AI in Agriculture Market, by component, 2014 - 2025
7.3.3 Asia Pacific AI in Agriculture Market, by technology, 2014 - 2025
7.3.4 Asia Pacific AI in Agriculture Market, by application, 2014 - 2025
7.3.5 China
7.3.5.1 China AI in Agriculture Market, by component, 2014 - 2025
7.3.5.2 China AI in Agriculture Market, by technology, 2014 - 2025
7.3.5.3 China AI in Agriculture Market, by application, 2014 - 2025
7.3.6 Japan
7.3.6.1 Japan AI in Agriculture Market, by component, 2014 - 2025
7.3.6.2 Japan AI in Agriculture Market, by technology, 2014 - 2025
7.3.6.3 Japan AI in Agriculture Market, by application, 2014 - 2025
7.3.7 India
7.3.7.1 India AI in Agriculture Market, by component, 2014 - 2025
7.3.7.2 India AI in Agriculture Market, by technology, 2014 - 2025
7.3.7.3 India AI in Agriculture Market, by application, 2014 - 2025
7.4 South America
7.4.1 Regional Trends
7.4.2 South America AI in Agriculture Market, by component, 2014 - 2025
7.4.3 South America AI in Agriculture Market, by technology, 2014 - 2025
7.4.4 South America AI in Agriculture Market, by application, 2014 - 2025
7.4.5 Brazil
7.4.5.1 Brazil AI in Agriculture Market, by component, 2014 - 2025
7.4.5.2 Brazil AI in Agriculture Market, by technology, 2014 - 2025
7.4.5.3 Brazil AI in Agriculture Market, by application, 2014 - 2025
7.5 MEA
7.5.1 Regional Trends
7.5.2 MEA AI in Agriculture Market, by component, 2014 - 2025
7.5.3 MEA AI in Agriculture Market, by technology, 2014 - 2025
7.5.4 MEA AI in Agriculture Market, by application, 2014 - 2025
Chapter 8 Competitive Landscape
8.1 IBM Corporation
8.1.1 Company overview
8.1.2 Financial performance
8.1.3 Product benchmarking
8.1.4 Recent developments
8.2 Microsoft
8.2.1 Company overview
8.2.2 Financial performance
8.2.3 Product benchmarking
8.2.4 Recent developments
8.3 Deere & Company
8.3.1 Company overview
8.3.2 Financial performance
8.3.3 Product benchmarking
8.3.4 Recent developments
8.4 AgEagle Aerial Systems Inc.
8.4.1 Company overview
8.4.2 Financial performance
8.4.3 Product benchmarking
8.4.4 Recent developments
8.5 The Climate Corporation
8.5.1 Company overview
8.5.2 Product benchmarking
8.5.3 Recent developments
8.6 Granular, Inc.
8.6.1 Company overview
8.6.2 Product benchmarking
8.6.3 Recent developments
8.7 Descartes Labs, Inc.
8.7.1 Company overview
8.7.2 Product benchmarking
8.7.3 Recent developments
8.8 Prospera Technologies
8.8.1 Company overview
8.8.2 Product benchmarking
8.8.3 Recent developments
8.9 Taranis
8.9.1 Company overview
8.9.2 Product benchmarking
8.9.3 Recent developments
8.10 aWhere Inc.
8.10.1 Company overview
8.10.2 Product benchmarking
8.10.3 Recent developments
8.11 GAMAYA
8.11.1 Company overview
8.11.2 Product benchmarking
8.11.3 Recent developments
8.12 ec2ce
8.12.1 Company overview
8.12.2 Product benchmarking
8.12.3 Recent developments
8.13 PrecisionHawk
8.13.1 Company overview
8.13.2 Product benchmarking
8.13.3 Recent developments
8.14 VineView
8.14.1 Company overview
8.14.2 Product benchmarking
8.14.3 Recent developments
8.15 Tule Technologies Inc
8.15.1 Company overview
8.15.2 Product benchmarking
8.15.3 Recent developments



List of Tables



List of Tables



Table 1 Global AI in Agriculture market, 2014 - 2025 (USD Million)
Table 2 Global AI in Agriculture market, by region, 2014 - 2025 (USD Million)
Table 3 Global AI in Agriculture market, by component, 2014 - 2025 (USD Million)
Table 4 Global AI in Agriculture market, by technology, 2014 - 2025 (USD Million)
Table 5 Global AI in Agriculture market, by application, 2014 - 2025 (USD Million)
Table 6 AI in Agriculture market segmentation
Table 7 AI in Agriculture market, 2014 - 2025 (USD Million)
Table 8 Key market driver impact
Table 9 Key market restraint impact
Table 10 Key market challenge impact
Table 11 Hardware AI in Agriculture market, by region, 2014 - 2025 (USD Million)
Table 12 Software AI in Agriculture market, by region, 2014 - 2025 (USD Million)
Table 13 Service AI in Agriculture market, by region, 2014 - 2025 (USD Million)
Table 14 Machine Learning & Deep Learning AI in Agriculture market, by region, 2014 - 2025 (USD Million)
Table 15 Predictive Analytics AI in Agriculture market, by region, 2014 - 2025 (USD Million)
Table 16 Computer Vision AI in Agriculture market, by region, 2014 - 2025 (USD Million)
Table 17 Precision Farming AI in Agriculture market, by region, 2014 - 2025 (USD Million)
Table 18 Drone Analytics AI in Agriculture market, by region, 2014 - 2025 (USD Million)
Table 19 Agriculture Robots AI in Agriculture market, by region, 2014 - 2025 (USD Million)
Table 20 Livestock Monitoring AI in Agriculture market, by region, 2014 - 2025 (USD Million)
Table 21 Others AI in Agriculture market, by region, 2014 - 2025 (USD Million)
Table 22 North America AI in Agriculture market, by Component, 2014 - 2025 (USD Million)
Table 23 North America AI in Agriculture market, by Technology, 2014 - 2025 (USD Million)
Table 24 North America AI in Agriculture market, by Application, 2014 - 2025 (USD Million)
Table 25 U.S. AI in Agriculture market, by Component, 2014 - 2025 (USD Million)
Table 26 U.S. AI in Agriculture market, by Technology, 2014 - 2025 (USD Million)
Table 27 U.S. AI in Agriculture market, by Application, 2014 - 2025 (USD Million)
Table 28 Canada AI in Agriculture market, by Component, 2014 - 2025 (USD Million)
Table 29 Canada AI in Agriculture market, by Technology, 2014 - 2025 (USD Million)
Table 30 Canada AI in Agriculture market, by Application, 2014 - 2025 (USD Million)
Table 31 Mexico AI in Agriculture market, by Component, 2014 - 2025 (USD Million)
Table 32 Mexico AI in Agriculture market, by Technology, 2014 - 2025 (USD Million)
Table 33 Mexico AI in Agriculture market, by Application, 2014 - 2025 (USD Million)
Table 34 Europe AI in Agriculture market, by Component, 2014 - 2025 (USD Million)
Table 35 Europe AI in Agriculture market, by Technology, 2014 - 2025 (USD Million)
Table 36 Europe AI in Agriculture market, by Application, 2014 - 2025 (USD Million)
Table 37 Germany AI in Agriculture market, by Component, 2014 - 2025 (USD Million)
Table 38 Germany AI in Agriculture market, by Technology, 2014 - 2025 (USD Million)
Table 39 Germany AI in Agriculture market, by Application, 2014 - 2025 (USD Million)
Table 40 U.K. AI in Agriculture market, by Component, 2014 - 2025 (USD Million)
Table 41 U.K. AI in Agriculture market, by Technology, 2014 - 2025 (USD Million)
Table 42 U.K. AI in Agriculture market, by Application, 2014 - 2025 (USD Million)
Table 43 France AI in Agriculture market, by Component, 2014 - 2025 (USD Million)
Table 44 France AI in Agriculture market, by Technology, 2014 - 2025 (USD Million)
Table 45 France AI in Agriculture market, by Application, 2014 - 2025 (USD Million)
Table 46 Asia Pacific AI in Agriculture market, by Component, 2014 - 2025 (USD Million)
Table 47 Asia Pacific AI in Agriculture market, by Technology, 2014 - 2025 (USD Million)
Table 48 Asia Pacific AI in Agriculture market, by Application, 2014 - 2025 (USD Million)
Table 49 China AI in Agriculture market, by Component, 2014 - 2025 (USD Million)
Table 50 China AI in Agriculture market, by Technology, 2014 - 2025 (USD Million)
Table 51 China AI in Agriculture market, by Application, 2014 - 2025 (USD Million)
Table 52 Japan AI in Agriculture market, by Component, 2014 - 2025 (USD Million)
Table 53 Japan AI in Agriculture market, by Technology, 2014 - 2025 (USD Million)
Table 54 Japan AI in Agriculture market, by Application, 2014 - 2025 (USD Million)
Table 55 India AI in Agriculture market, by Component, 2014 - 2025 (USD Million)
Table 56 India AI in Agriculture market, by Technology, 2014 - 2025 (USD Million)
Table 57 India AI in Agriculture market, by Application, 2014 - 2025 (USD Million)
Table 58 South America AI in Agriculture market, by Component, 2014 - 2025 (USD Million)
Table 59 South America AI in Agriculture market, by Technology, 2014 - 2025 (USD Million)
Table 60 South America AI in Agriculture market, by Application, 2014 - 2025 (USD Million)
Table 61 Brazil AI in Agriculture market, by Component, 2014 - 2025 (USD Million)
Table 62 Brazil AI in Agriculture market, by Technology, 2014 - 2025 (USD Million)
Table 63 Brazil AI in Agriculture market, by Application, 2014 - 2025 (USD Million)
Table 64 MEA AI in Agriculture market, by Component, 2014 - 2025 (USD Million)
Table 65 MEA AI in Agriculture market, by Technology, 2014 - 2025 (USD Million)
Table 66 MEA AI in Agriculture market, by Application, 2014 - 2025 (USD Million)