Artificial Intelligence Agriculture Market Size and Top Key Players

Artificial Intelligence in Agriculture Market – A Global and Regional Analysis Table of Content

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Focus on Product, Application, and Country Analysis Analysis and Forecast: 2020-2026 December 2021

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Table of Content Executive Summary ........................................................................ 22 1

Markets .................................................................................... 32 1.1

Industry Outlook .............................................................................................. 33

1.1.1 Market Definition ......................................................................................... 33 1.1.2 Ecosystem/Ongoing Programs .................................................................. 34

1.2

1.1.2.1

Consortiums and Associations ......................................................................... 35

1.1.2.2

Government Initiatives Landscape ................................................................... 38

1.1.2.2.1

North America .......................................................................................................... 39

1.1.2.2.2

Europe ...................................................................................................................... 41

1.1.2.2.3

Asia-Pacific .............................................................................................................. 42

1.1.2.2.4

Rest-of-the-World ..................................................................................................... 44

Business Dynamics ......................................................................................... 45

1.2.1 Business Drivers ......................................................................................... 45 1.2.1.1

Need for Increased Agricultural Production ...................................................... 45

1.2.1.2

Complexities in Data-Driven Farming ............................................................... 47

1.2.1.3

Increased Demand for Automation in Agriculture ............................................. 47

1.2.2 Business Challenges .................................................................................. 49 1.2.2.1

Data Privacy Concerns Among Farmers .......................................................... 49

1.2.2.2

Lack of Required Infrastructure in Developing Countries .................................. 49

1.2.3 Business Strategies .................................................................................... 50 1.2.3.1

Product Development ....................................................................................... 51

1.2.3.2

Market Developments ...................................................................................... 52

1.2.3.3

Other Strategies ............................................................................................... 52

1.2.4 Corporate Strategies ................................................................................... 53 1.2.4.1

Mergers and Acquisitions ................................................................................. 53

1.2.4.2

Partnerships, Collaborations, and Joint Ventures ............................................. 53

1.2.5 Business Opportunities .............................................................................. 54 1.2.5.1

Increased Government Initiatives Supporting AI in Agriculture ......................... 54

1.2.5.2

Increased Implementation of Robots and Drones in Agriculture ....................... 55

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1.2.5.3

2

Rise in Adoption of SaaS Business Model in Agriculture .................................. 56

Application ............................................................................... 57 2.1

Global Artificial Intelligence in Agriculture Market (by Application) ........... 58

2.1.1 Global Artificial Intelligence in Agriculture Market (by Farming Type) ............................................................................................................. 58 2.1.1.1

Field Farming ................................................................................................... 59

2.1.1.2

Indoor Farming ................................................................................................. 60

2.1.1.3

Livestock Farming ............................................................................................ 61

2.1.1.4

Others .............................................................................................................. 62

2.1.2 Global Artificial Intelligence in Agriculture Market (by End Use) ............ 63 2.1.2.1

2.1.2.1.1

Crop Protection ........................................................................................................ 64

2.1.2.1.2

Weather Forecasting ................................................................................................ 65

2.1.2.1.3

Precision Farming .................................................................................................... 66

2.1.2.1.4

Farm Machinery Automation .................................................................................... 67

2.1.2.1.5

Crop Growth Assessment ........................................................................................ 68

2.1.2.1.6

Others ...................................................................................................................... 69

2.1.2.2

2.2

Crops, Fruits, Vegetables, and Other Plants .................................................... 64

Livestock and Aquaculture ............................................................................... 70

2.1.2.2.1

Animal Growth Monitoring ........................................................................................ 71

2.1.2.2.2

Animal Health Monitoring ......................................................................................... 71

2.1.2.2.3

Others ...................................................................................................................... 72

Demand Analysis of Global Artificial Intelligence in Agriculture Market (by Application)................................................................................................ 73

2.2.1 Demand Analysis of Global Artificial Intelligence in Agriculture Market (by Farming Type) ........................................................................... 73 2.2.2 Demand Analysis of Global Artificial Intelligence in Agriculture Market (by End Use) .................................................................................... 74

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Products .................................................................................. 76 3.1

Global Artificial Intelligence in Agriculture Market (by Product) ................. 77

3.1.1 Software ....................................................................................................... 77 3.1.2 Hardware ...................................................................................................... 79 All rights reserved at BIS Research Inc.

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3.1.3 Artificial Intelligence-as-a-Service (AIaaS) ................................................ 80 3.1.4 Support Services ......................................................................................... 81 3.2

Demand Analysis of Global Artificial Intelligence in Agriculture Market (by Product)...................................................................................................... 82

3.3

Patent Analysis ................................................................................................ 83

3.3.1 Patent Analysis (by Patent Office) ............................................................. 84 3.3.2 Patent Analysis (by Organization) ............................................................. 85 3.4

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Value Chain Analysis ...................................................................................... 86

Region ..................................................................................... 87 4.1

North America .................................................................................................. 90

4.1.1 Market ........................................................................................................... 90 4.1.1.1

Key Providers in North America ....................................................................... 90

4.1.1.2

Business Drivers .............................................................................................. 90

4.1.1.3

Business Challenges ........................................................................................ 91

4.1.2 North America (by Country) ....................................................................... 91 4.1.2.1

U.S. .................................................................................................................. 91

4.1.2.1.1

Market ...................................................................................................................... 92

4.1.2.1.1.1 Buyer Attributes ................................................................................................ 92 4.1.2.1.1.2 Key Providers Operating in the U.S. ................................................................. 92 4.1.2.1.1.3 Business Challenges ........................................................................................ 92 4.1.2.1.1.4 Business Drivers ............................................................................................... 92

4.1.2.2

Canada ............................................................................................................ 93

4.1.2.2.1

Market ...................................................................................................................... 93

4.1.2.2.1.1 Buyer Attributes ................................................................................................ 93 4.1.2.2.1.2 Key Providers Operating in Canada ................................................................. 93 4.1.2.2.1.3 Business Challenges ........................................................................................ 93 4.1.2.2.1.4 Business Drivers ............................................................................................... 93

4.1.2.3

Mexico ............................................................................................................. 94

4.1.2.3.1

Market ...................................................................................................................... 94

4.1.2.3.1.1 Buyer Attributes ................................................................................................ 94

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4.1.2.3.1.2 Key Providers Operating in Mexico .................................................................. 94 4.1.2.3.1.3 Business Challenges ........................................................................................ 94 4.1.2.3.1.4 Business Drivers ............................................................................................... 94

4.2

Europe .............................................................................................................. 96

4.2.1 Market ........................................................................................................... 96 4.2.1.1

Key Providers in Europe................................................................................... 96

4.2.1.2

Business Drivers .............................................................................................. 96

4.2.1.3

Business Challenges ........................................................................................ 96

4.2.2 Europe (by Country) .................................................................................... 97 4.2.2.1

Germany .......................................................................................................... 97

4.2.2.1.1

Market ...................................................................................................................... 97

4.2.2.1.1.1 Buyer Attributes ................................................................................................ 97 4.2.2.1.1.2 Key Providers Operating in Germany ............................................................... 98 4.2.2.1.1.3 Business Challenges ........................................................................................ 98 4.2.2.1.1.4 Business Drivers ............................................................................................... 98

4.2.2.2

France.............................................................................................................. 98

4.2.2.2.1

Market ...................................................................................................................... 99

4.2.2.2.1.1 Buyer Attributes ................................................................................................ 99 4.2.2.2.1.2 Key Providers Operating in France .................................................................. 99 4.2.2.2.1.3 Business Challenges ........................................................................................ 99 4.2.2.2.1.4 Business Drivers ............................................................................................... 99

4.2.2.3

Italy .................................................................................................................. 99

4.2.2.3.1

Market .................................................................................................................... 100

4.2.2.3.1.1 Buyer Attributes .............................................................................................. 100 4.2.2.3.1.2 Key Providers Operating in Italy ..................................................................... 100 4.2.2.3.1.3 Business Challenges ...................................................................................... 100 4.2.2.3.1.4 Business Drivers ............................................................................................. 100

4.2.2.4

Netherlands.................................................................................................... 101

4.2.2.4.1

Market .................................................................................................................... 101

4.2.2.4.1.1 Buyer Attributes .............................................................................................. 101

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4.2.2.4.1.2 Key Providers Operating in the Netherlands .................................................. 101 4.2.2.4.1.3 Business Challenges ...................................................................................... 101 4.2.2.4.1.4 Business Drivers ............................................................................................. 102

4.2.2.5

Spain .............................................................................................................. 102

4.2.2.5.1

Market .................................................................................................................... 102

4.2.2.5.1.1 Buyer Attributes .............................................................................................. 102 4.2.2.5.1.2 Key Providers Operating in Spain .................................................................. 102 4.2.2.5.1.3 Business Challenges ...................................................................................... 103 4.2.2.5.1.4 Business Drivers ............................................................................................. 103

4.2.2.6

Rest-of-Europe ............................................................................................... 103

4.2.2.6.1

Market .................................................................................................................... 103

4.2.2.6.1.1 Buyer Attributes .............................................................................................. 103 4.2.2.6.1.2 Key Providers Operating in the Rest-of-Europe ............................................. 104 4.2.2.6.1.3 Business Challenges ...................................................................................... 104 4.2.2.6.1.4 Business Drivers ............................................................................................. 104

4.3

U.K. ................................................................................................................. 106

4.3.1 Markets ....................................................................................................... 106

4.4

4.3.1.1

Buyer Attributes.............................................................................................. 106

4.3.1.2

Key Providers in the U.K. ............................................................................... 106

4.3.1.3

Business Challenges ...................................................................................... 106

4.3.1.4

Business Drivers ............................................................................................ 107

China ............................................................................................................... 109

4.4.1 Markets ....................................................................................................... 109

4.5

4.4.1.1

Buyer Attributes.............................................................................................. 109

4.4.1.2

Key Providers in China ................................................................................... 109

4.4.1.3

Business Challenges ...................................................................................... 109

4.4.1.4

Business Drivers ............................................................................................ 110

Asia-Pacific .................................................................................................... 112

4.5.1 Market ......................................................................................................... 112 4.5.1.1

Key Providers in Asia-Pacific.......................................................................... 112

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4.5.1.2

Business Drivers ............................................................................................ 112

4.5.1.3

Business Challenges ...................................................................................... 113

4.5.2 Asia-Pacific (by Country) .......................................................................... 113 4.5.2.1

Japan ............................................................................................................. 113

4.5.2.1.1

Market .................................................................................................................... 114

4.5.2.1.1.1 Buyer Attributes .............................................................................................. 114 4.5.2.1.1.2 Key Providers in Japan ................................................................................... 114 4.5.2.1.1.3 Business Challenges ...................................................................................... 114 4.5.2.1.1.4 Business Drivers ............................................................................................. 114

4.5.2.2

India ............................................................................................................... 114

4.5.2.2.1

Market .................................................................................................................... 115

4.5.2.2.1.1 Buyer Attributes .............................................................................................. 115 4.5.2.2.1.2 Key Providers in India ..................................................................................... 115 4.5.2.2.1.3 Business Challenges ...................................................................................... 115 4.5.2.2.1.4 Business Drivers ............................................................................................. 116

4.5.2.3

Australia ......................................................................................................... 116

4.5.2.3.1

Market .................................................................................................................... 116

4.5.2.3.1.1 Buyer Attributes .............................................................................................. 116 4.5.2.3.1.2 Key Providers Operating in Australia .............................................................. 116 4.5.2.3.1.3 Business Challenges ...................................................................................... 117 4.5.2.3.1.4 Business Drivers ............................................................................................. 117

4.5.2.4

Rest-of-Asia-Pacific ........................................................................................ 117

4.5.2.4.1

Market .................................................................................................................... 117

4.5.2.4.1.1 Buyer Attributes .............................................................................................. 117 4.5.2.4.1.2 Key Providers Operating in Rest-of-Asia Pacific ............................................ 117 4.5.2.4.1.3 Business Challenges ...................................................................................... 118 4.5.2.4.1.4 Business Drivers ............................................................................................. 118

4.6

Rest-of-the-World .......................................................................................... 120

4.6.1 Market ......................................................................................................... 120 4.6.1.1

Key Providers in Rest-of-the-World ................................................................ 120

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4.6.1.2

Business Drivers ............................................................................................ 120

4.6.1.3

Business Challenges ...................................................................................... 121

4.6.2 Rest-of-the-World (by Country) ................................................................ 121 4.6.2.1

Brazil .............................................................................................................. 121

4.6.2.1.1

Market .................................................................................................................... 122

4.6.2.1.1.1 Buyer Attributes .............................................................................................. 122 4.6.2.1.1.2 Key Providers Operating in Brazil ................................................................... 122 4.6.2.1.1.3 Business Challenges ...................................................................................... 122 4.6.2.1.1.4 Business Drivers ............................................................................................. 122

4.6.2.2

Argentina........................................................................................................ 122

4.6.2.2.1

Market .................................................................................................................... 123

4.6.2.2.1.1 Buyer Attributes .............................................................................................. 123 4.6.2.2.1.2 Key Providers Operating in Argentina ............................................................ 123 4.6.2.2.1.3 Business Challenges ...................................................................................... 123 4.6.2.2.1.4 Business Drivers ............................................................................................. 123

4.6.2.3

South Africa ................................................................................................... 123

4.6.2.3.1

Market .................................................................................................................... 124

4.6.2.3.1.1 Buyer Attributes .............................................................................................. 124 4.6.2.3.1.2 Key Providers Operating in South Africa ........................................................ 124 4.6.2.3.1.3 Business Challenges ...................................................................................... 124 4.6.2.3.1.4 Business Drivers ............................................................................................. 124

4.6.2.4

Israel .............................................................................................................. 124

4.6.2.4.1

Market .................................................................................................................... 125

4.6.2.4.1.1 Buyer Attributes .............................................................................................. 125 4.6.2.4.1.2 Key Providers Operating in Israel ................................................................... 125 4.6.2.4.1.3 Business Challenges ...................................................................................... 125 4.6.2.4.1.4 Business Drivers ............................................................................................. 125

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Markets - Competitive Benchmarking & Company Profiles ....... 126 5.1

Competitive Benchmarking .......................................................................... 127

5.2

Market Share Analysis .................................................................................. 129

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5.3

Company Profiles .......................................................................................... 131

5.3.1 Deere & Company...................................................................................... 131 5.3.1.1

Company Overview ........................................................................................ 131

5.3.1.2

Role of Deere & Company in Artificial Intelligence in Agriculture Market ........ 131

5.3.1.3

Service Portfolio ............................................................................................. 132

5.3.1.4

Business Strategies ....................................................................................... 132

5.3.1.4.1

Market Developments ............................................................................................ 132

5.3.1.4.2

Product Developments ........................................................................................... 132

5.3.1.5

Corporate Strategies ...................................................................................... 133

5.3.1.5.1

Partnerships, Joint Ventures, Collaborations, and Alliances ................................. 133

5.3.1.5.2

Mergers & Acquisitions .......................................................................................... 133

5.3.1.6

Strengths and Weaknesses of Deere & Company .......................................... 134

5.3.2 Microsoft Corporation ............................................................................... 135 5.3.2.1

Company Overview ........................................................................................ 135

5.3.2.2

Role of Microsoft Corporation in Artificial Intelligence in Agriculture Market ....................................................................................................................... 135

5.3.2.3

Service Portfolio ............................................................................................. 136

5.3.2.4

Business Strategies ....................................................................................... 136

5.3.2.3.1

Market Developments ............................................................................................ 136

5.3.2.3.2

Product Launch ...................................................................................................... 136

5.3.2.5

Corporate Strategies ...................................................................................... 137

5.3.2.5.1

5.3.2.6

Partnerships, Joint Ventures, Collaborations, and Alliances ................................. 137

Strengths and Weaknesses of Microsoft Corporation ..................................... 137

5.3.3 CNH Industrial N.V..................................................................................... 138 5.3.3.1

Company Overview ........................................................................................ 138

5.3.3.2

Role of CNH Industrial N.V. in Artificial Intelligence in Agriculture Market....... 138

5.3.3.3

Service Portfolio ............................................................................................. 138

5.3.3.4

Corporate Strategies ...................................................................................... 139

5.3.3.4.1

Partnerships, Joint Ventures, Collaborations, and Alliances ................................. 139

5.3.3.4.2

Merger and Acquisition .......................................................................................... 140

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5.3.3.5

Strengths and Weaknesses of CNH Industrial N.V. ........................................ 140

5.3.4 Robert Bosch GmbH ................................................................................. 141 5.3.4.1

Company Overview ........................................................................................ 141

5.3.4.2

Role of Robert Bosch GmbH in Artificial Intelligence in Agriculture Market ..... 141

5.3.4.3

Service Portfolio ............................................................................................. 142

5.3.4.4

Business Strategies ....................................................................................... 142

5.3.4.4.1

5.3.4.5

Corporate Strategies ...................................................................................... 142

5.3.4.5.1

5.3.4.6

Product Launch ...................................................................................................... 142

Partnerships, Joint Ventures, Collaborations, and Alliances ................................. 142

Strengths and Weaknesses of Robert Bosch GmbH ...................................... 143

5.3.5 Granular Inc. .............................................................................................. 144 5.3.5.1

Company Overview ........................................................................................ 144

5.3.5.2

Role of Granular Inc. in Artificial Intelligence in Agriculture Market ................. 144

5.3.5.3

Service Portfolio ............................................................................................. 144

5.3.5.4

Corporate Strategies ...................................................................................... 145

5.3.5.4.1

5.3.5.5

Partnerships, Collaborations, Joint Ventures, and Alliances ................................. 145

Strengths and Weaknesses of Granular Inc. .................................................. 145

5.3.6 Harvest Crop Robotics, LLC ..................................................................... 146 5.3.6.1

Company Overview ........................................................................................ 146

5.3.6.2

Role of Harvest Crop Robotics, LLC in Artificial Intelligence in Agriculture Market ............................................................................................................ 146

5.3.6.3

Service Portfolio ............................................................................................. 147

5.3.6.4

Strengths and Weaknesses of Harvest Crop Robotics, LLC. .......................... 147

5.3.7 Agrivi .......................................................................................................... 148 5.3.7.1

Company Overview ........................................................................................ 148

5.3.7.2

Role of Agrivi in Artificial Intelligence in Agriculture Market ............................ 148

5.3.7.3

Service Portfolio ............................................................................................. 148

5.3.7.4

Business Strategies ....................................................................................... 149

5.3.7.4.1

5.3.7.5

Product Launch ...................................................................................................... 149

Corporate Strategies ...................................................................................... 149

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5.3.7.5.1

Partnership, Collaborations, Joint Ventures, and Alliances ................................... 149

5.3.7.5.2

Mergers & Acquisitions .......................................................................................... 150

5.3.7.6

Strengths and Weaknesses of Agrivi .............................................................. 150

5.3.8 CropIn Technology Solutions Pvt Ltd. .................................................... 151 5.3.8.1

Company Overview ........................................................................................ 151

5.3.8.2

Role of CropIn Technology Solutions Pvt Ltd. in Artificial Intelligence in Agriculture Market .......................................................................................... 151

5.3.8.3

Service Portfolio ............................................................................................. 151

5.3.8.4

Business Strategies ....................................................................................... 152

5.3.8.4.1

5.3.8.5

Corporate Strategies ...................................................................................... 152

5.3.8.5.1

5.3.8.6

Product Developments ........................................................................................... 152

Partnerships, Collaborations, Joint Ventures, and Alliances ................................. 152

Strengths and Weaknesses of CropIn Technology Solutions Pvt Ltd. ............ 153

5.3.9 Alibaba Group Holding Limited ................................................................ 154 5.3.9.1

Company Overview ........................................................................................ 154

5.3.9.2

Role of Alibaba Group Holding Limited in Artificial Intelligence in Agriculture Market .......................................................................................... 154

5.3.9.3

Service Portfolio ............................................................................................. 155

5.3.9.4

Corporate Strategies ...................................................................................... 155

5.3.9.5

Strengths and Weaknesses of Alibaba Group Holding Limited ....................... 155

5.3.10 The Climate Corporation ........................................................................... 156 5.3.10.1 Company Overview ........................................................................................ 156 5.3.10.2 Role of The Climate Corporation in Artificial Intelligence in Agriculture Market ............................................................................................................ 156 5.3.10.3 Service Portfolio ............................................................................................. 157 5.3.10.4 Corporate Strategies ...................................................................................... 157 5.3.10.4.1 Partnerships, Joint Ventures, Collaborations, and Alliances ................................. 157

5.3.10.5 Strengths and Weaknesses of The Climate Corporation ................................ 158

5.3.11 Descartes Labs, Inc. .................................................................................. 159 5.3.11.1 Company Overview ........................................................................................ 159 5.3.11.2 Role of Descartes Labs, Inc. in Artificial Intelligence in Agriculture Market ..... 159 All rights reserved at BIS Research Inc.

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5.3.11.3 Service Portfolio ............................................................................................. 159 5.3.11.4 Corporate Strategies ...................................................................................... 160 5.3.11.4.1 Partnerships, Joint Ventures, Collaborations, and Alliances ................................. 160

5.3.11.5 Strengths and Weaknesses of Descartes Labs, Inc........................................ 160

5.3.12 PrecisionHawk, Inc. ................................................................................... 161 5.3.12.1 Company Overview ........................................................................................ 161 5.3.12.2 Role of Precisionhawk, Inc. in Artificial Intelligence in Agriculture Market ....... 161 5.3.12.3 Service Portfolio ............................................................................................. 161 5.3.12.4 Corporate Strategies ...................................................................................... 162 5.3.12.4.1 Partnerships, Joint Ventures, Collaborations, and Alliances ................................. 162 5.3.12.4.2 Mergers and Acquisitions ....................................................................................... 163

5.3.12.5 Strengths and Weaknesses of PrecisionHawk, Inc. ........................................ 163

5.3.13 Ceres Imaging ............................................................................................ 164 5.3.13.1 Company Overview ........................................................................................ 164 5.3.13.2 Role of Ceres Imaging in Artificial Intelligence in Agriculture Market .............. 164 5.3.13.3 Service Portfolio ............................................................................................. 164 5.3.13.4 Business Strategies ....................................................................................... 165 5.3.13.4.1 Product Developments ........................................................................................... 165

5.3.13.5 Corporate Strategies ...................................................................................... 165 5.3.13.5.1 Partnerships, Collaborations, Joint Ventures, and Alliances ................................. 165

5.3.13.6 Strengths and Weaknesses of Ceres Imaging ................................................ 166

5.3.14 IBM Corporation ........................................................................................ 167 5.3.14.1 Company Overview ........................................................................................ 167 5.3.14.2 Role of IBM Corporation in Artificial Intelligence in Agriculture Market ............ 167 5.3.14.3 Service Portfolio ............................................................................................. 168 5.3.14.4 Business Strategies ....................................................................................... 168 5.3.14.4.1 Product Developments ........................................................................................... 168

5.3.14.5 Corporate Strategies ...................................................................................... 168 5.3.14.5.1 Partnerships, Joint Ventures, Collaborations, and Alliances ................................. 168

5.3.14.6 Strengths and Weaknesses of IBM Corporation ............................................. 169

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5.3.15 Prospera Technologies ............................................................................. 170 5.3.15.1 Company Overview ........................................................................................ 170 5.3.15.2 Role of Prospera Technologies in Artificial Intelligence in Agriculture Market ............................................................................................................ 170 5.3.15.3 Service Portfolio ............................................................................................. 170 5.3.15.4 Corporate Strategies ...................................................................................... 171 5.3.15.5 Strengths and Weaknesses of Prospera Technologies .................................. 171

5.3.16 Other Key Players...................................................................................... 172

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Research Methodology ........................................................... 174 6.1

Data Sources .................................................................................................. 174

6.1.1 Primary Data Sources ............................................................................... 174 6.1.2 Secondary Data Sources .......................................................................... 174 6.1.3 Data Triangulation ..................................................................................... 175 6.2

Market estimation and Forecast ................................................................... 176

6.2.1 Factors for Data Prediction and Modelling ............................................. 176

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List of Figures Figure 1:

Microeconomic Indicators Impacting AI in Agriculture Market

Figure 2:

Market Dynamics of the Global AI in Agriculture Market, Drivers, and Challenges

Figure 3:

Global AI in Agriculture Market, $Billion, 2020-2026

Figure 4:

Global AI in Agriculture Market (by Farming Type), $Million, 2020 and 2026

Figure 5:

Global AI in Agriculture (by Solution), $Million, 2020-2026

Figure 6:

Global AI in Agriculture (by Application), $Million, 2020-2026

Figure 7:

Global AI in Agriculture Market (by Region), $Million, 2020

Figure 8:

Global AI in Agriculture Market Coverage

Figure 9:

Classification of Artificial Intelligence

Figure 10:

AI in Smart Farming Architecture

Figure 11:

Global Artificial Intelligence in Agriculture Market Ecosystem

Figure 12:

Government Initiatives Landscape in North America

Figure 13:

Government Initiatives Landscape in Europe

Figure 14:

Government Initiatives Landscape in Asia-Pacific

Figure 15:

Government Initiatives Landscape in Rest-of-the-World

Figure 16:

Average Data Points Generated from Agricultural IoT Devices Daily, 2014 and 2050

Figure 17:

Employment in Agriculture, by Region

Figure 18:

Share of Key Market Strategies and Developments, 2017-2021

Figure 19:

Product Development and Innovation (by Company), 2018-2021

Figure 20:

Market Developments (by Company), 2017-2021

Figure 21:

Mergers and Acquisitions (by Company), 2017-2021

Figure 22:

Partnerships, Collaborations, and Joint Ventures (by Company), 2017-2021

Figure 23:

Global Artificial Intelligence in Agriculture Market (by Farming Type)

Figure 24:

Global Artificial Intelligence in Agriculture Market (by End Use)

Figure 25:

Global Agriculture Technology-as-a-Service Market (by Service Type)

Figure 26:

Patents Filed or Granted for the Global Smart Farming Market, January 2018-October 2021

Figure 27:

Patent Analysis (by Patent Office), January 2017-October 2021

Figure 28:

Patent Analysis (by Organization), January 2017-October 2021

Figure 29:

Smart Farming Technologies in Agricultural Value Chain

Figure 30:

Competitive Market High and Low Matrix

Figure 31:

Market Share Analysis of AI in Agriculture Equipment Manufacturers, 2020

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Figure 32:

Data Triangulation

Figure 33:

Top-Down and Bottom-Up Approach

Figure 34:

Assumptions and Limitations

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List of Tables Table 1:

Key Consortiums and Associations in Global Artificial Intelligence in Agriculture Market

Table 2:

AI Products by Key Companies for Field Farming in Global Artificial Intelligence in Agriculture Market

Table 3:

AI Products by Key Companies for Indoor Farming in Global Artificial Intelligence in Agriculture Market

Table 4:

AI Products by Key Companies for Livestock Farming in Global Artificial Intelligence in Agriculture Market

Table 5:

AI Products by Key Companies for Other Farming Types in Global Artificial Intelligence in Agriculture Market

Table 6:

Key Crop Protection Products in Global Artificial Intelligence in Agriculture Market

Table 7:

Key Weather Forecasting Products in Global Artificial Intelligence in Agriculture Market

Table 8:

Key Precision Farming Products in Global Artificial Intelligence in Agriculture Market

Table 9:

Key Farm Machinery Automation Products in Global Artificial Intelligence in Agriculture Market

Table 10:

Key Crop Growth Assessment Products in Global Artificial Intelligence in Agriculture Market

Table 11:

Other Products in Global Artificial Intelligence in Agriculture Market

Table 12:

Key Animal Growth Monitoring Products in Global Artificial Intelligence in Agriculture Market

Table 13:

Key Animal Health Monitoring Products in Global Artificial Intelligence in Agriculture Market

Table 14:

Other Livestock and Aquaculture Products in Global Artificial Intelligence in Agriculture Market

Table 15:

Global Artificial Intelligence in Agriculture Market (by Farming Type), $Million, 2020-2026

Table 16:

Global Artificial Intelligence in Agriculture Market (by End Use), $Million, 2020-2026

Table 17:

Global Artificial Intelligence in Agriculture Market (by Crops, Fruits, Vegetables, and Other Plants), $Million, 2020-2026

Table 18:

Global Artificial Intelligence in Agriculture Market (by Livestock and Aquaculture), $Million, 2020-2026

Table 19:

Key Players with Artificial Intelligence-Based Software

Table 20:

Key Players with Artificial Intelligence Based Hardware

Table 21:

Key Players with Artificial Intelligence-as-a-Service Products

Table 22:

Key Players with Artificial Intelligence-Based Support Services

Table 23:

Global Artificial Intelligence in Agriculture Market (by Product), $Million, 2020-2026

Table 24:

Global Artificial Intelligence in Agriculture Market (by Region), $Million, 2020-2026

Table 25:

North America Artificial Intelligence in Agriculture Market (by Country), $Million, 2020-2026

Table 26:

Europe Artificial Intelligence in Agriculture Market (by Country), $Million, 2020-2026

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Table 27:

U.K. Artificial Intelligence in Agriculture Market (by Country), $Million, 2020-2026

Table 28:

China Artificial Intelligence in Agriculture Market (by Country), $Million, 2020-2026

Table 29:

Asia-Pacific Artificial Intelligence in Agriculture Market (by Country), $Million, 2020-2026

Table 30:

Rest-of-the-World Artificial Intelligence in Agriculture Market (by Country), $Million, 2020-2026

Table 31:

Deere & Company: Service Portfolio

Table 32:

Deere & Company: Market Developments

Table 33:

Deere & Company: Product Developments

Table 34:

Deere & Company: Partnerships, Joint Ventures, Collaborations, and Alliances

Table 35:

Deere & Company: Mergers & Acquisitions

Table 36:

Microsoft Corporation: Service Portfolio

Table 37:

Microsoft Corporation: Market Developments

Table 38:

Microsoft Corporation: Product Launch

Table 39:

Microsoft Corporation: Partnerships, Joint Ventures, Collaborations and Alliances

Table 40:

CNH Industrial N.V.: Service Portfolio

Table 41:

CNH Industrial N.V.: Partnerships, Joint Ventures, Collaborations and Alliances

Table 42:

CNH Industrial N.V.: Mergers and Acquisitions

Table 43:

Robert Bosch GmbH: Service Portfolio

Table 44:

Robert Bosch GmbH: Product Launch

Table 45:

Robert Bosch GmbH: Partnerships, Joint Ventures, Collaborations and Alliances

Table 46:

Granular Inc.: Service Portfolio

Table 47:

Granular Inc.: Partnerships, Collaborations, Joint Ventures, and Alliances

Table 48:

Harvest Crop Robotics, LLC: Service Portfolio

Table 49:

Agrivi: Service Portfolio

Table 50:

Agrivi: Product Launch

Table 51:

Agrivi: Partnership, Collaboration, Joint Ventures, and Alliances

Table 52:

Agrivi: Mergers & Acquisitions

Table 53:

CropIn Technology Solutions Pvt Ltd.: Service Portfolio

Table 54:

CropIn Technology Solutions Pvt Ltd.: Product Developments

Table 55:

CropIn Technology Solutions Pvt Ltd.: Partnerships, Collaborations, Joint Ventures, and Alliances

Table 56:

Alibaba Group Holding Limited: Service Portfolio

Table 57:

Partnerships, Joint Ventures, Collaborations, and Alliances

Table 58:

The Climate Corporation: Service Portfolio

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Table 59:

The Climate Corporation: Partnerships, Joint Ventures, Collaborations, and Alliances

Table 60:

Descartes Labs, Inc.: Service Portfolio

Table 61:

Descartes Labs, Inc.: Partnerships, Joint Ventures, Collaborations, and Alliances

Table 62:

PrecisionHawk, Inc.: Service Portfolio

Table 63:

PrecisionHawk, Inc.: Partnerships, Joint Ventures, Collaborations, and Alliances

Table 64:

PrecisionHawk, Inc.: Mergers and Acquisitions

Table 65:

Ceres Imaging: Service Portfolio

Table 66:

Ceres Imaging: Product Developments

Table 67:

Ceres Imaging: Partnerships, Collaborations, Joint Ventures and Alliances

Table 68:

IBM Corporation: Service Portfolio

Table 69:

IBM Corporation: Product Developments

Table 70:

IBM Corporation: Partnerships, Joint Ventures, Collaborations and Alliances

Table 71:

Prospera Technologies: Service Portfolio

Table 72:

Partnerships, Joint Ventures, Collaborations, and Alliances

Table 73:

Other Key Players Operating in Global Artificial Intelligence in Agriculture Market

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