Artificial Intelligence Agriculture Market Revenues for 2026 by harshbisR-0

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

1.2.5.3

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

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.

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

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

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

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

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

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

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

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

5.2

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

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

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

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.

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

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

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

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

Figure 32:

Data Triangulation

Figure 33:

Top-Down and Bottom-Up Approach

Figure 34:

Assumptions and Limitations

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

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

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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