AI in Agriculture Market by Technology (Machine Learning, Computer Vision, Predictive Analytics), Offering, Application (Precision Farming, Drone Analytics, Agriculture Robots, Livestock Monitoring), Offering, and Geography - Global Forecast to 2025

Table of Contents

1 INTRODUCTION 14

1.1 OBJECTIVES OF THE STUDY 14
1.2 MARKET DEFINITION 14
1.3 MARKET SCOPE 15
1.3.1 MARKETS COVERED 15
1.3.2 YEARS CONSIDERED FOR STUDY 16
1.4 CURRENCY 16
1.5 LIMITATIONS 16
1.6 STAKEHOLDERS 17

2 RESEARCH METHODOLOGY 18

2.1 RESEARCH DATA 18
2.1.1 SECONDARY DATA 20
2.1.1.1 Major secondary sources 20
2.1.1.2 Secondary sources 20
2.1.2 PRIMARY DATA 21
2.1.2.1 Primary interviews with experts 21
2.1.2.2 Breakdown of primaries 21
2.1.2.3 Primary sources 22
2.1.2.4 Key industry insights 22
2.1.3 SECONDARY AND PRIMARY RESEARCH 23
2.2 MARKET SIZE ESTIMATION 23
2.2.1 BOTTOM-UP APPROACH 24
2.2.1.1 Approach for capturing market share by bottom-up analysis (demand side) 24
2.2.2 TOP-DOWN APPROACH 25
2.2.2.1 Approach for capturing market share by top-down analysis (supply side) 25
2.3 MARKET BREAKDOWN AND DATA TRIANGULATION 26
2.4 RESEARCH ASSUMPTIONS 27

3 EXECUTIVE SUMMARY 28
4 PREMIUM INSIGHTS 33

4.1 ATTRACTIVE OPPORTUNITIES IN THE AI IN AGRICULTURE MARKET 33
4.2 AI IN AGRICULTURE MARKET, BY APPLICATION 34
4.3 AI IN AGRICULTURE MARKET, BY GEOGRAPHY 35
4.4 AI IN AGRICULTURE MARKET, BY OFFERING 35
4.5 AI IN AGRICULTURE MARKET, BY TECHNOLOGY 36

5 MARKET OVERVIEW 37

5.1 INTRODUCTION 37
5.2 MARKET DYNAMICS 38
5.2.1 DRIVERS 39
5.2.1.1 Growing demand for agricultural production owing to increasing population 39
5.2.1.2 Rising adoption of information management system and new, advanced technologies for increasing crop productivity 39
5.2.1.3 Increasing crop productivity by implementing deep learning techniques 40
5.2.1.4 Growing initiatives by worldwide governments supporting adoption of modern agricultural techniques 41
5.2.2 RESTRAINTS 41
5.2.2.1 High cost of gathering precise field data 41
5.2.3 OPPORTUNITIES 42
5.2.3.1 Developing countries to offer significant growth opportunities 42
5.2.3.2 Increasing use of unmanned aerial vehicles (UAVs) or drones in agricultural farms 42
5.2.4 CHALLENGES 42
5.2.4.1 Lack of standards 42
5.2.4.2 Technological unawareness in farmers about AI 43
5.2.4.3 Limited availability of historical data 43
6 INDUSTRY TRENDS 44
6.1 INTRODUCTION 44
6.2 VALUE CHAIN ANALYSIS 44
6.3 INDUSTRY TRENDS 46

7 ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET, BY TECHNOLOGY 47

7.1 INTRODUCTION 48
7.2 MACHINE LEARNING 49
7.3 COMPUTER VISION 50
7.4 PREDICTIVE ANALYTICS 51

8 ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET, BY OFFERING 53

8.1 INTRODUCTION 54
8.2 HARDWARE 55
8.2.1 PROCESSOR 56
8.2.2 STORAGE DEVICE 57
8.2.3 NETWORK 57
8.3 SOFTWARE 58
8.3.1 AI PLATFORM 59
8.3.2 AI SOLUTION 60
8.4 AI-AS-A-SERVICE 61
8.5 SERVICE 61
8.5.1 DEPLOYMENT AND INTEGRATION 63
8.5.2 SUPPORT AND MAINTENANCE 63

9 ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET, BY APPLICATION 64

9.1 INTRODUCTION 65
9.2 PRECISION FARMING 66
9.2.1 YIELD MONITORING 72
9.2.2 FIELD MAPPING 73
9.2.3 CROP SCOUTING 73
9.2.4 WEATHER TRACKING AND FORECASTING 73
9.2.5 IRRIGATION MANAGEMENT 73
9.3 LIVESTOCK MONITORING 74
9.4 DRONE ANALYTICS 78
9.5 AGRICULTURE ROBOTS 83
9.6 OTHER APPLICATIONS 87
9.6.1 SMART GREENHOUSE APPLICATIONS 88
9.6.2 SOIL MANAGEMENT 88
9.6.2.1 Moisture monitoring 88
9.6.2.2 Nutrient monitoring 89
9.6.3 FISH FARMING APPLICATION 89

10 GEOGRAPHIC ANALYSIS 93

10.1 INTRODUCTION 94
10.2 AMERICAS 96
10.2.1 NORTH AMERICA 100
10.2.1.1 US 100
10.2.1.2 Canada 100
10.2.1.3 Mexico 101
10.2.2 SOUTH AMERICA 101
10.2.2.1 Brazil 102
10.2.2.2 Argentina 102
10.2.2.3 Rest of South America 102
10.3 EUROPE 103
10.3.1 UK 107
10.3.2 GERMANY 107
10.3.3 FRANCE 107
10.3.4 ITALY 107
10.3.5 SPAIN 108
10.3.6 REST OF EUROPE 108
10.4 APAC 108
10.4.1 AUSTRALIA 112
10.4.2 CHINA 112
10.4.3 JAPAN 112
10.4.4 SOUTH KOREA 112
10.4.5 INDIA 112
10.4.6 REST OF APAC 113
10.5 REST OF THE WORLD 113

11 COMPETITIVE LANDSCAPE 116

11.1 INTRODUCTION 116
11.2 MARKET RANKING FOR AI IN AGRICULTURE MARKET,2016 117
11.3 COMPETITIVE SCENARIO 117
11.4 COMPETITIVE SITUATION AND TRENDS 118
11.4.1 PRODUCT LAUNCHES 118
11.4.2 PARTNERSHIPS, AGREEMENTS, & COLLABORATIONS 119
11.4.3 MERGERS & ACQUISITIONS 119

12 COMPANY PROFILES 120

12.1 INTRODUCTION 120
(Business Overview, Products offered & Services strategies, Key Insights, Recent Developments, MnM View)*
12.2 IBM 121
12.3 DEERE & COMPANY 124
12.4 MICROSOFT 128
12.5 AGRIBOTIX 132
12.6 THE CLIMATE CORPORATION (SUBSIDIARY OF MONSANTO) 134
12.7 GRANULAR 136
12.8 DESCARTES LABS 138
12.9 PROSPERA 140
12.10 MAVRX 142
12.11 AWHERE 144
12.12 KEY INNOVATORS 146
12.12.1 GAMAYA 146
12.12.2 EC2CE 146
12.12.3 PRECISION HAWK 146
12.12.4 SKYSQUIRREL TECHNOLOGIES 147
12.12.5 CAINTHUS 147
12.13 OTHER COMPANIES 148
12.13.1 TULE TECHNOLOGIES 148
12.13.2 RESSON 148
12.13.3 FARMBOT 149
12.13.4 CONNECTERRA 149
12.13.5 VISION ROBOTICS 150
12.13.6 HARVEST CROO 150
12.13.7 AUTONOMOUS TRACTOR CORPORATION 151
12.13.8 TRACE GENOMICS 151
12.13.9 VINE RANGERS 152
12.13.10 CROPX 152
12.13.11 SPENSA TECHNOLOGIES 153
*Details on Business Overview, Products offered & Services strategies, Key Insights, Recent Developments, MnM View might not be captured in case of unlisted companies.
13 APPENDIX 154

LIST OF TABLES

TABLE 1 AI IN AGRICULTURE MARKET, BY TECHNOLOGY, 2014–2025 (USD MILLION) 48
TABLE 2 AI IN AGRICULTURE MARKET FOR MACHINE LEARNING TECHNOLOGY, BY REGION, 2014–2025 (USD MILLION) 49
TABLE 3 AI IN AGRICULTURE MARKET FOR COMPUTER VISION TECHNOLOGY, BY REGION, 2014–2025 (USD MILLION) 51
TABLE 4 AI IN AGRICULTURE MARKET FOR PREDICTIVE ANALYTICS TECHNOLOGY,
BY REGION, 2014–2025 (USD MILLION) 52
TABLE 5 AI IN AGRICULTURE MARKET, BY OFFERING, 2014–2025 (USD MILLION) 54
TABLE 6 AI IN AGRICULTURE MARKET FOR HARDWARE SEGMENT, BY TYPE,
2014–2025 (USD MILLION) 55
TABLE 7 AI IN AGRICULTURE MARKET FOR HARDWARE SEGMENT, BY REGION,
2014–2025 (USD MILLION) 56
TABLE 8 AI IN AGRICULTURE MARKET FOR PROCESSORS, BY TYPE,
2014–2025 (USD MILLION) 57
TABLE 9 AI IN AGRICULTURE MARKET FOR SOFTWARE SEGMENT, BY TYPE,
2014–2025 (USD MILLION) 58
TABLE 10 AI IN AGRICULTURE MARKET FOR SOFTWARE SEGMENT, BY REGION,
2014–2025 (USD MILLION) 59
TABLE 11 MARKET FOR AI PLATFORMS , BY PLATFORM TYPE, 2014–2025 (USD MILLION) 60
TABLE 12 MARKET FOR AI SOLUTIONS , BY DEPLOYMENT TYPE, 2014–2025 (USD MILLION) 60
TABLE 13 AI IN AGRICULTURE MARKET FOR SERVICES, BY TYPE, 2014–2025 (USD MILLION) 61
TABLE 14 AI IN AGRICULTURE MARKET FOR SERVICES, BY REGION,
2014–2025 (USD MILLION) 62
TABLE 15 AI IN AGRICULTURE MARKET, BY APPLICATION, 2014–2025 (USD MILLION) 66
TABLE 16 AI IN AGRICULTURE MARKET FOR PRECISION FARMING APPLICATION,
BY REGION 2014–2025 (USD MILLION) 67
TABLE 17 AI IN AGRICULTURE MARKET FOR PRECISION FARMING APPLICATION,
BY TYPE, 2014–2025 (USD MILLION) 68
TABLE 18 AI IN AGRICULTURE MARKET FOR PRECISION FARMING APPLICATION IN AMERICAS, BY REGION, 2014–2025 (USD MILLION) 68
TABLE 19 AI IN AGRICULTURE MARKET IN NORTH AMERICA FOR PRECISION FARMING APPLICATION, BY COUNTRY, 2014–2025 (USD MILLION) 69
TABLE 20 AI IN AGRICULTURE MARKET IN SOUTH AMERICA FOR PRECISION FARMING APPLICATION, BY COUNTRY, 2014–2025 (USD MILLION) 70
TABLE 21 AI IN AGRICULTURE MARKET IN EUROPE FOR PRECISION FARMING APPLICATION, BY COUNTRY, 2014–2025 (USD MILLION) 71
TABLE 22 AI IN AGRICULTURE MARKET IN ASIA PACIFIC FOR PRECISION FARMING APPLICATION, BY COUNTRY, 2014–2025 (USD MILLION) 71
TABLE 23 AI IN AGRICULTURE MARKET IN ROW FOR PRECISION FARMING APPLICATION,
BY REGION, 2014–2025 (USD MILLION) 72
TABLE 24 AI IN AGRICULTURE MARKET FOR LIVESTOCK MONITORING APPLICATION,
BY REGION, 2014–2025 (USD MILLION) 75
TABLE 25 AI IN AGRICULTURE MARKET IN AMERICAS FOR LIVESTOCK MONITORING APPLICATION, BY REGION, 2014–2025 (USD MILLION) 75
TABLE 26 AI IN AGRICULTURE MARKET IN NORTH AMERICA FOR LIVESTOCK MONITORING APPLICATION, BY COUNTRY 2014–2025, (USD MILLION) 76
TABLE 27 AI IN AGRICULTURE MARKET IN SOUTH AMERICA FOR LIVESTOCK MONITORING APPLICATION, BY COUNTRY, 2014–2025 (USD MILLION) 76
TABLE 28 AI IN AGRICULTURE MARKET IN EUROPE FOR LIVESTOCK MONITORING APPLICATION, BY COUNTRY, 2014–2025 (USD MILLION) 77
TABLE 29 AI IN AGRICULTURE MARKET IN ASIA PACIFIC FOR LIVESTOCK MONITORING APPLICATION, BY COUNTRY, 2014–2025 (USD MILLION) 77
TABLE 30 AI IN AGRICULTURE MARKET IN ROW FOR LIVESTOCK MONITORING APPLICATION, BY REGION, 2014–2025 (USD MILLION) 78
TABLE 31 AI IN AGRICULTURE MARKET FOR DRONE ANALYTICS APPLICATION, BY REGION, 2014–2025 (USD MILLION) 79
TABLE 32 AI IN AGRICULTURE MARKET IN AMERICAS FOR DRONE ANALYTICS APPLICATION, BY REGION, 2014–2025 (USD MILLION) 80
TABLE 33 AI IN AGRICULTURE MARKET IN NORTH AMERICA FOR DRONE ANALYTICS APPLICATION, BY COUNTRY, 2014–2025 (USD MILLION) 80
TABLE 34 AI IN AGRICULTURE MARKET IN SOUTH AMERICA FOR DRONE ANALYTICS APPLICATION, BY COUNTRY, 2014–2025 (USD MILLION) 81
TABLE 35 AI IN AGRICULTURE MARKET IN EUROPE FOR DRONE ANALYTICS APPLICATION,
BY COUNTRY, 2014–2025 (USD MILLION) 82
TABLE 36 AI IN AGRICULTURE MARKET IN ASIA PACIFIC FOR DRONE ANALYTICS APPLICATION, BY COUNTRY, 2014–2025 (USD MILLION) 82
TABLE 37 AI IN AGRICULTURE MARKET IN ROW FOR DRONE ANALYTICS APPLICATION,
BY REGION, 2014–2025 (USD MILLION) 83
TABLE 38 AI IN AGRICULTURE MARKET FOR AGRICULTURE ROBOTS APPLICATION,
BY REGION, 2014–2025 (USD MILLION) 84
TABLE 39 AI IN AGRICULTURE MARKET IN AMERICAS FOR AGRICULTURE ROBOTS APPLICATION, BY REGION, 2014–2025 (USD MILLION) 84
TABLE 40 AI IN AGRICULTURE MARKET IN NORTH AMERICA FOR AGRICULTURE ROBOTS APPLICATION, BY COUNTRY, 2014–2025 (USD MILLION) 85
TABLE 41 AI IN AGRICULTURE MARKET IN SOUTH AMERICA FOR AGRICULTURE ROBOTS,
BY COUNTRY, 2014–2025 (USD MILLION) 86
TABLE 42 AI IN AGRICULTURE MARKET IN EUROPE FOR AGRICULTURE ROBOTS APPLICATION, BY COUNTRY, 2014–2025 (USD MILLION) 86
TABLE 43 AI IN AGRICULTURE MARKET IN ASIA PACIFIC FOR AGRICULTURE ROBOTS APPLICATION, BY COUNTRY, 2014–2025 (USD MILLION) 87
TABLE 44 AI IN AGRICULTURE MARKET IN ROW FOR AGRICULTURE ROBOTS APPLICATION,
BY REGION, 2014–2025 (USD MILLION) 87
TABLE 45 AI IN AGRICULTURE MARKET FOR OTHER APPLICATIONS, BY REGION,
2014–2025 (USD MILLION) 90
TABLE 46 AI IN AGRICULTURE MARKET IN AMERICAS FOR OTHER APPLICATIONS, BY REGION, 2014–2025 (USD MILLION) 90
TABLE 47 AI IN AGRICULTURE MARKET IN NORTH AMERICA FOR OTHER APPLICATIONS,
BY COUNTRY, 2014–2025 (USD MILLION) 90
TABLE 48 AI IN AGRICULTURE MARKET IN SOUTH AMERICA FOR OTHER APPLICATIONS,
BY COUNTRY, 2014–2025 (USD MILLION) 91
TABLE 49 AI IN AGRICULTURE MARKET IN EUROPE FOR OTHER APPLICATIONS, BY COUNTRY, 2014–2025 (USD MILLION) 91
TABLE 50 AI IN AGRICULTURE MARKET IN ASIA PACIFIC FOR OTHER APPLICATIONS,
BY COUNTRY, 2014–2025 (USD MILLION) 92
TABLE 51 AI IN AGRICULTURE MARKET IN ROW FOR OTHER APPLICATIONS,
BY REGION, 2014–2025 (USD MILLION) 92
TABLE 52 AI IN AGRICULTURE MARKET, BY REGION, 2014–2025 (USD MILLION) 95
TABLE 53 AI IN AGRICULTURE MARKET IN AMERICAS, BY APPLICATION,
2014–2025 (USD MILLION) 98
TABLE 54 AI IN AGRICULTURE MARKET IN AMERICAS, BY TECHNOLOGY,
2014–2025 (USD MILLION) 98
TABLE 55 AI IN AGRICULTURE MARKET IN AMERICAS, BY OFFERING,
2014–2025 (USD MILLION) 99
TABLE 56 AI IN AGRICULTURE MARKET IN AMERICAS, BY REGION,
2014–2025 (USD MILLION) 99
TABLE 57 AI IN AGRICULTURE MARKET IN NORTH AMERICA, BY COUNTRY,
2014–2025 (USD MILLION) 100
TABLE 58 AI IN AGRICULTURE MARKET IN SOUTH AMERICA, BY COUNTRY,
2014–2025 (USD MILLION) 101
TABLE 59 AI IN AGRICULTURE MARKET IN EUROPE, BY APPLICATION,
2014–2025 (USD MILLION) 105
TABLE 60 AI IN AGRICULTURE MARKET IN EUROPE, BY TECHNOLOGY,
2014–2025 (USD MILLION) 105
TABLE 61 AI IN AGRICULTURE MARKET IN EUROPE, BY OFFERING,
2014–2025 (USD MILLION) 106
TABLE 62 AI IN AGRICULTURE MARKET IN EUROPE, BY COUNTRY,
2014–2025 (USD MILLION) 106
TABLE 63 AI IN AGRICULTURE MARKET IN ASIA PACIFIC, BY APPLICATION,
2014–2025 (USD MILLION) 110
TABLE 64 AI IN AGRICULTURE MARKET IN ASIA PACIFIC, BY TECHNOLOGY,
2014–2025 (USD MILLION) 110
TABLE 65 AI IN AGRICULTURE MARKET IN ASIA PACIFIC, BY OFFERING,
2014–2025 (USD MILLION) 111
TABLE 66 AI IN AGRICULTURE MARKET IN ASIA PACIFIC, BY COUNTRY,
2014–2025 (USD MILLION) 111
TABLE 67 AI IN AGRICULTURE MARKET IN ROW, BY APPLICATION,
2014–2025 (USD MILLION) 113
TABLE 68 AI IN AGRICULTURE MARKET IN ROW, BY TECHNOLOGY,
2014–2025 (USD MILLION) 114
TABLE 69 AI IN AGRICULTURE MARKET IN ROW, BY OFFERING, 2014–2025 (USD MILLION) 114
TABLE 70 AI IN AGRICULTURE MARKET IN ROW, BY REGION, 2014–2025 (USD MILLION) 115
TABLE 71 RANKING ANALYSIS OF THE TOP PLAYERS IN THE ARTIFICIAL INTELLIGENCE (AI) IN AGRICULTURE MARKET, 2016 117
TABLE 72 MARKET EVALUATION FRAMEWORK—PARTNERSHIPS AND AGREEMENTS EMERGED AS MAJOR GROWTH STRATEGIES BETWEEN 2014 AND 2017 118
TABLE 73 PRODUCT LAUNCHES, 2014–2017 118
TABLE 74 PARTNERSHIPS, AGREEMENTS, AND COLLABORATIONS, 2014–2017 119
TABLE 75 MERGERS & ACQUISITIONS, 2014–2017 119

LIST OF FIGURES

FIGURE 1 AI IN AGRICULTURE MARKET SEGMENTATION 15
FIGURE 2 GEOGRAPHIC SCOPE 15
FIGURE 3 AI IN AGRICULTURE MARKET: RESEARCH DESIGN 19
FIGURE 4 MARKET SIZE ESTIMATION METHODOLOGY: BOTTOM-UP APPROACH 24
FIGURE 5 MARKET SIZE ESTIMATION METHODOLOGY: TOP-DOWN APPROACH 25
FIGURE 6 MARKET BREAKDOWN AND DATA TRIANGULATION 26
FIGURE 7 ASSUMPTIONS FOR RESEARCH STUDY 27
FIGURE 8 GLOBAL AI IN AGRICULTURE MARKET, 2014–2025 (USD MILLION) 29
FIGURE 9 SOFTWARE SEGMENT EXPECTED TO HOLD THE LARGEST SIZE OF THE AI IN AGRICULTURE MARKET DURING THE FORECAST PERIOD 29
FIGURE 10 AI IN AGRICULTURE MARKET FOR DRONE ANALYTICS APPLICATION EXPECTED TO GROW AT THE HIGHEST RATE DURING THE FORECAST PERIOD 30
FIGURE 11 COMPUTER VISION TECHNOLOGY EXPECTED TO GROW AT THE HIGHEST RATE DURING THE FORECAST PERIOD 31
FIGURE 12 AI IN AGRICULTURE MARKET IN APAC EXPECTED TO GROW AT THE HIGHEST RATE DURING THE FORECAST PERIOD 32
FIGURE 13 AI IN AGRICULTURE MARKET TO GROW AT A HIGH RATE BETWEEN 2017 AND 2025 33
FIGURE 14 AUSTRALIA TO HOLD THE LARGEST SHARE IN 2017 34
FIGURE 15 US HELD THE LARGEST SHARE OF THE GLOBAL
AI IN AGRICULTURE MARKET IN 2016 35
FIGURE 16 SOFTWARE SEGMENT HELD THE LARGEST MARKET SHARE IN 2016 35
FIGURE 17 MACHINE LEARNING TECHNOLOGY EXPECTED TO HOLD THE LARGEST MARKET SIZE DURING THE FORECAST PERIOD 36
FIGURE 18 ARTIFICIAL INTELLIGENCE (AI) IN AGRICULTURE MARKET: DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES 38
FIGURE 19 ESTIMATED AMOUNT OF DATA GENERATED BY THE IOT-CONNECTED FARM EACH DAY (2015–2025) 40
FIGURE 20 SOFTWARE, HARDWARE, AND TESTING SOLUTION PROVIDERS PLAY A CRUCIAL ROLE IN THE VALUE CHAIN OF AI IN AGRICULTURE MARKET 45
FIGURE 21 AI IN AGRICULTURE MARKET FOR COMPUTER VISION TECHNOLOGY EXPECTED TO GROW AT THE HIGHEST CAGR BETWEEN 2017 AND 2025 48
FIGURE 22 AMERICAS TO HOLD THE LARGEST MARKET SIZE FOR COMPUTER VISION TECHNOLOGY DURING 2017–2025 50
FIGURE 23 AI IN AGRICULTURE MARKET IN ASIA PACIFIC FOR PREDICTIVE ANALYTICS TECHNOLOGY EXPECTED TO GROW AT THE HIGHEST CAGR DURING
THE FORECAST PERIOD 52
FIGURE 24 MARKET FOR HARDWARE SEGMENT ESTIMATED TO GROW AT THE HIGHEST CAGR BETWEEN 2017 AND 2025 54
FIGURE 25 AI IN AGRICULTURE MARKET IN ASIA PACIFIC FOR HARDWARE SEGMENT EXPECTED TO GROW AT THE HIGHEST CAGR DURING THE FORECAST PERIOD 56
FIGURE 26 MARKET FOR AI PLATFORM SOFTWARE EXPECTED TO GROW AT THE HIGHEST CAGR DURING THE FORECAST PERIOD 58
FIGURE 27 AMERICAS HELD THE LARGEST SIZE OF THE AI IN AGRICULTURE MARKET FOR SERVICES IN 2016 62
FIGURE 28 AI IN AGRICULTURE MARKET, BY APPLICATION, 2017 VS. 2025 (USD MILLION) 65
FIGURE 29 AMERICAS EXPECTED TO HOLD THE LARGEST SIZE OF THE AI IN AGRICULTURE MARKET FOR PRECISION FARMING BY 2025 67
FIGURE 30 AI IN AGRICULTURE MARKET IN MEXICO FOR PRECISION FARMING APPLICATION EXPECTED TO GROW AT THE HIGHEST CAGR DURING THE FORECAST PERIOD 69
FIGURE 31 AI IN AGRICULTURE MARKET IN GERMANY FOR PRECISION FARMING APPLICATION EXPECTED TO GROW AT THE HIGHEST CAGR DURING THE FORECAST PERIOD 70
FIGURE 32 AMERICAS EXPECTED TO DOMINATE THE AI IN AGRICULTURE MARKET FOR LIVESTOCK MONITORING APPLICATIONS DURING 2017–2023 74
FIGURE 33 BRAZIL TO ACCOUNT FOR THE LARGEST SIZE OF THE AI IN AGRICULTURE MARKET FOR LIVESTOCK MONITORING APPLICATION BY 2025 76
FIGURE 34 ASIA PACIFIC EXPECTED TO EXHIBIT THE HIGHEST GROWTH IN THE AI IN AGRICULTURE MARKET FOR DRONE ANALYTICS APPLICATION DURING THE FORECAST PERIOD 79
FIGURE 35 BRAZIL LIKELY TO ACCOUNT FOR THE LARGEST SIZE OF THE AI IN AGRICULTURE MARKET FOR DRONE ANALYTICS APPLICATION BY 2025 81
FIGURE 36 AMERICAS TO HOLD THE LARGEST SIZE OF THE AI IN AGRICULTURE MARKET FOR AGRICULTURE ROBOTS APPLICATION BY 2025 83
FIGURE 37 AI IN AGRICULTURE MARKET IN ARGENTINA FOR AGRICULTURE ROBOTS EXPECTED TO GROW AT THE HIGHEST CAGR DURING THE FORECAST PERIOD 85
FIGURE 38 AMERICAS TO ACCOUNT FOR THE LARGEST SIZE OF THE AI IN AGRICULTURE MARKET FOR OTHER APPLICATIONS BY 2025 89
FIGURE 39 GEOGRAPHIC SNAPSHOT: RAPIDLY GROWING MARKETS SUCH AS AUSTRALIA, CHINA, AND INDIA ARE EMERGING AS NEW HOT SPOTS FOR THE GLOBAL AI IN AGRICULTURE MARKET 94
FIGURE 40 AMERICAS: AI IN AGRICULTURE MARKET SNAPSHOT 97
FIGURE 41 EUROPE: AI IN AGRICULTURE MARKET SNAPSHOT 104
FIGURE 42 APAC: AI IN AGRICULTURE MARKET SNAPSHOT 109
FIGURE 43 PARTNERSHIPS, AGREEMENTS, & ACQUISITIONS EMERGED AS KEY GROWTH STRATEGIES ADOPTED BY COMPANIES BETWEEN 2014 AND 2017 116
FIGURE 44 GEOGRAPHIC REVENUE MIX OF MAJOR MARKET PLAYERS 120
FIGURE 45 IBM : COMPANY SNAPSHOT 121
FIGURE 46 DEERE & COMPANY: COMPANY SNAPSHOT 124
FIGURE 47 MICROSOFT: COMPANY SNAPSHOT 129

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