Agricultural Drone Market Size - By Product (Hardware [Fixed Wing, Multi Rotor, Hybrid], Software [Data Management, Imaging, Data Analytics]), Application (Field Mapping, Variable Rate Application, Crop Scouting), Regional Outlook & Forecast, 2023 - 2032

Agricultural Drone Market Size - By Product (Hardware [Fixed Wing, Multi Rotor, Hybrid], Software [Data Management, Imaging, Data Analytics]), Application (Field Mapping, Variable Rate Application, Crop Scouting), Regional Outlook & Forecast, 2023 - 2032


Agricultural Drone Market size is estimated to expand at 20.1% CAGR from 2023-2032 driven by favorable government initiatives for promoting the adoption of advanced agricultural technologies.

The influx of subsidies, grants, and regulatory frameworks facilitating the use of agricultural drones is contributing to increased affordability for farmers. With several governments promoting awareness campaigns, training programs, and collaborative research for fostering a conducive environment for the integration of drones in farming practices, the industry is set to witness steady growth. To cite an instance, the Indian Government through its Drone Didi Yojana, seeks to offer drones to 15,000 selected women Self Help Groups between 2024-2025 and 2025-2026 to facilitate rental services to farmers for agricultural purposes.

The agriculture drone industry is segmented into product, application, and region.

Based on product, the market share from the software segment generated substantial revenue in 2022 and is expected to gain significant traction from 2023-2032. Advanced agricultural drone software helps to enhance data analytics for allowing farmers to derive actionable insights for precision farming for offering features, such as crop monitoring, yield prediction, and field mapping. Additionally, the integration with ML algorithms will further contribute to the increasing adoption of agricultural drone software solutions for optimizing the agricultural practices.

In terms of application, the agricultural drone industry from the crop scouting segment is anticipated to witness high demand through 2032. Agricultural drones are essential in crop scouting as they provide farmers with aerial insights into crop health for identifying diseases and pest infestations alongside monitoring the overall crop conditions. The growing awareness about the benefits of the efficiency and precision offered by drones in crop scouting is also likely to surge the product demand.

Regionally, the Asia Pacific agricultural drone industry is set to exhibit robust growth between 2023 and 2032 owing to the increasing adoption of precision agriculture practices due to the rising need for enhanced crop yield. The growing government initiatives for supporting several technologies in agriculture and the favorable regulatory frameworks have led to a surge in the number of investments. Moreover, the increasing adoption of modern farming techniques by farmers across the region is providing potential growth opportunities to several market players, boosting the industry growth. For instance, in November 2023, DJI, a Chinese drone manufacturer, launched two new drone models for uses in a variety of applications to help with agricultural productivity.


Chapter 1 Methodology & Scope
1.1 Market scope & definition
1.2 Base estimates & calculations
1.3 Forecast calculation
1.4 Data Sources
1.4.1 Primary
1.4.2 Secondary
1.4.2.1 Paid sources
1.4.2.2 Public sources
Chapter 2 Executive Summary
2.1 Agriculture drone market 360 degree synopsis, 2018 - 2032
2.2 Business trends
2.2.1 Total Addressable Market (TAM), 2023-2032
2.3 Regional trends
2.4 Product trends
2.5 Application trends
Chapter 3 Agriculture Drone Market Industry Insights
3.1 Impact on COVID-19
3.2 Russia-Ukraine war impact
3.3 Industry ecosystem analysis
3.4 Vendor matrix
3.5 Profit margin analysis
3.6 Technology & innovation landscape
3.7 Patent analysis
3.8 Key news and initiatives
3.8.1 Partnership/collaboration
3.8.2 Merger/acquisition
3.8.3 Investment
3.8.4 type launch/innovation
3.9 Regulatory landscape
3.10 Impact forces
3.10.1 Growth drivers
3.10.1.1 Venture capital investment in drone technology
3.10.1.2 Increasing use cases of drone in agricultural applications
3.10.1.3 Increasing affordability in design and integrated data
3.10.1.4 Advancement in design and integrated data intelligence
3.10.1.5 Strong Chinese market and growing demand from developing economies
3.10.2 Industry pitfalls & challenges
3.10.2.1 Stringent government regulations
3.11 Growth potential analysis
3.12 Porter's analysis
3.13 PESTEL analysis
Chapter 4 Competitive Landscape, 2022
4.1 Introduction
4.2 Company market share, 2022
4.3 Competitive analysis of major market players, 2022
4.3.1 DJI
4.3.2 Intel
4.3.3 Yuneec
4.3.4 AeroVironment Inc.
4.3.5 DroneDeploy
4.3.6 Parrot
4.3.7 Precisionhawk
4.4 Competitive positioning matrix, 2022
4.5 Strategic outlook matrix, 2022
Chapter 5 Agriculture Drone Market Estimates & Forecast, By Product (USD Million)
5.1 Key trends, by product
5.2 Hardware
5.2.1 Fixed wing
5.2.2 Multi rotor
5.2.3 Hybrid
5.3 Software
5.3.1 Data management
5.3.2 Imaging
5.3.3 Data analytics
5.3.4 Others
Chapter 6 Agriculture Drone Market Estimates & Forecast, By Application (USD Million)
6.1 Key trends, by application
6.2 Field mapping
6.3 Variable rate application
6.4 Crop Scouting
6.5 Others
Chapter 7 Agriculture Drone Market Estimates & Forecast, By Region (USD Million)
7.1 Key trends, by region
7.2 North America
7.2.1 U.S.
7.2.2 Canada
7.3 Europe
7.3.1 UK
7.3.2 Germany
7.3.3 France
7.3.4 Italy
7.3.5 Spain
7.3.6 Netherlands
7.3.7 Nordics
7.4 Asia Pacific
7.4.1 China
7.4.2 India
7.4.3 Japan
7.4.4 South Korea
7.4.5 Australia
7.4.6 Southeast Asia
7.5 Latin America
7.5.1 Brazil
7.5.2 Mexico
7.5.3 Argentina
7.6 MEA
7.6.1 UAE
7.6.2 Israel
7.6.3 South Africa
Chapter 8 Company Profiles
8.1 3D Robotics
8.2 AeroVironment, Inc.
8.3 AGCO Corporation
8.4 AgEagle Aerial Systems
8.5 Agribotix
8.6 Delair
8.7 DJI (Dà-Ji?ng Innovations)
8.8 DroneDeploy
8.9 Parrot
8.10 PrecisionHawk
8.11 Quantum Systems
8.12 senseFly
8.13 Sentera
8.14 Skycatch
8.15 Yamaha Motor Co., Ltd
Data Tables
TABLE 1 Global agriculture drone market 36 degree synopsis, 2018-2032
TABLE 2 Agriculture drone market, 2018 - 2022,
TABLE 3 Agriculture drone market, 2023 - 2032,
TABLE 4 Agriculture drone TAM, 2023 - 2032
TABLE 5 Agriculture drone market, by product, 2018 - 2022 (USD Million)
TABLE 6 Agriculture drone market, by product, 2023 - 2032 (USD Million)
TABLE 7 Agriculture drone market, by application, 2018 - 2022 (USD Million)
TABLE 8 Agriculture drone market, by application, 2023 - 2032 (USD Million)
TABLE 9 COVID-19 impact on the North America agriculture drone market
TABLE 10 COVID-19 impact on the Europe agriculture drone market
TABLE 11 COVID-19 impact on the Asia Pacific agriculture drone market
TABLE 12 COVID-19 impact on the Latin America agriculture drone market
TABLE 13 COVID-19 impact on the MEA agriculture drone market
TABLE 14 Vendor matrix
TABLE 15 Patent analysis
TABLE 16 Industry impact forces
TABLE 17 Company market share, 2022
TABLE 18 Competitive analysis of major market players, 2022
TABLE 19 Hardware market, 2018 - 2022 (USD Million)
TABLE 20 Hardware market, 2023 - 2032 (USD Million)
TABLE 21 Fixed wing market, 2018 - 2022 (USD Million)
TABLE 22 Fixed wing market, 2023 - 2032 (USD Million)
TABLE 23 Multi rotor market, 2018 - 2022 (USD Million)
TABLE 24 Multi rotor bus market, 2023 - 2032 (USD Million)
TABLE 25 Hybrid market, 2018 - 2022 (USD Million)
TABLE 26 Hybrid market, 2023 - 2032 (USD Million)
TABLE 27 Software market, 2018 - 2022 (USD Million)
TABLE 28 Software market, 2023 - 2032 (USD Million)
TABLE 29 Data management market, 2018 - 2022 (USD Million)
TABLE 30 Data management market, 2023 - 2032 (USD Million)
TABLE 31 Imaging market, 2018 - 2022 (USD Million)
TABLE 32 Imaging market, 2023 - 2032 (USD Million)
TABLE 33 Data analytics market, 2018 - 2022 (USD Million)
TABLE 34 Data analytics market, 2023 - 2032 (USD Million)
TABLE 35 Others market, 2018 - 2022 (USD Million)
TABLE 36 Others market, 2023 - 2032 (USD Million)
TABLE 37 Field mapping market, 2018 - 2022 (USD Million)
TABLE 38 Field mapping market, 2023 - 2032 (USD Million)
TABLE 39 Valuable rate application market, 2018 - 2022 (USD Million)
TABLE 40 Valuable rate application market, 2023 - 2032 (USD Million)
TABLE 41 Crop scouting market, 2018 - 2022 (USD Million)
TABLE 42 Crop scouting market, 2023 - 2032 (USD Million)
TABLE 43 Others market, 2018 - 2022 (USD Million)
TABLE 44 Others market, 2023 - 2032 (USD Million)
TABLE 45 North America agriculture drone market, 2018 - 2022 (USD Million)
TABLE 46 North America agriculture drone market, 2023 - 2032 (USD Million)
TABLE 47 North America agriculture drone market, by product, 2018 - 2022 (USD Million)
TABLE 48 North America agriculture drone market, by product, 2023 - 2032 (USD Million)
TABLE 49 North America agriculture drone market, by application, 2018 - 2022 (USD Million)
TABLE 50 North America agriculture drone market, by application, 2023 - 2032 (USD Million)
TABLE 51 U.S. agriculture drone market, 2018 - 2022 (USD Million)
TABLE 52 U.S. agriculture drone market, 2023 - 2032 (USD Million)
TABLE 53 U.S. agriculture drone market, by product, 2018 - 2022 (USD Million)
TABLE 54 U.S. agriculture drone market, by product, 2023 - 2032 (USD Million)
TABLE 55 U.S. agriculture drone market, by application, 2018 - 2022 (USD Million)
TABLE 56 U.S. agriculture drone market, by application, 2023 - 2032 (USD Million)
TABLE 57 Canada agriculture drone market, 2018 - 2022 (USD Million)
TABLE 58 Canada agriculture drone market, 2023 - 2032 (USD Million)
TABLE 59 Canada agriculture drone market, by product, 2018 - 2022 (USD Million)
TABLE 60 Canada agriculture drone market, by product, 2023 - 2032 (USD Million)
TABLE 61 Canada agriculture drone market, by application, 2018 - 2022 (USD Million)
TABLE 62 Canada agriculture drone market, by application, 2023 - 2032 (USD Million)
TABLE 63 Europe agriculture drone market, 2018 - 2022 (USD Million)
TABLE 64 Europe agriculture drone market, 2018 - 2022 (USD Million)
TABLE 65 Europe agriculture drone market, 2023 - 2032 (USD Million)
TABLE 66 Europe agriculture drone market, by product, 2018 - 2022 (USD Million)
TABLE 67 Europe agriculture drone market, by product, 2023 - 2032 (USD Million)
TABLE 68 Europe agriculture drone market, by application, 2018 - 2022 (USD Million)
TABLE 69 Europe agriculture drone market, by application, 2023 - 2032 (USD Million)
TABLE 70 UK agriculture drone market, 2018 - 2022 (USD Million)
TABLE 71 UK agriculture drone market, 2023 - 2032 (USD Million)
TABLE 72 UK agriculture drone market, by product, 2018 - 2022 (USD Million)
TABLE 73 UK agriculture drone market, by product, 2023 - 2032 (USD Million)
TABLE 74 UK agriculture drone market, by application, 2018 - 2022 (USD Million)
TABLE 75 UK agriculture drone market, by application, 2023 - 2032 (USD Million)
TABLE 76 Germany agriculture drone market, 2018 - 2022 (USD Million)
TABLE 77 Germany agriculture drone market, 2023 - 2032 (USD Million)
TABLE 78 Germany agriculture drone market, by product, 2018 - 2022 (USD Million)
TABLE 79 Germany agriculture drone market, by product, 2023 - 2032 (USD Million)
TABLE 80 Germany agriculture drone market, by application, 2018 - 2022 (USD Million)
TABLE 81 Germany agriculture drone market, by application, 2023 - 2032 (USD Million)
TABLE 82 France agriculture drone market, 2018 - 2022 (USD Million)
TABLE 83 France agriculture drone market, 2023 - 2032 (USD Million)
TABLE 84 France agriculture drone market, by product, 2018 - 2022 (USD Million)
TABLE 85 France agriculture drone market, by product, 2023 - 2032 (USD Million)
TABLE 86 France agriculture drone market, by application, 2018 - 2022 (USD Million)
TABLE 87 France agriculture drone market, by application, 2023 - 2032 (USD Million)
TABLE 88 Italy agriculture drone market, 2018 - 2022 (USD Million)
TABLE 89 Italy agriculture drone market, 2023 - 2032 (USD Million)
TABLE 90 Italy agriculture drone market, by product, 2018 - 2022 (USD Million)
TABLE 91 Italy agriculture drone market, by product, 2023 - 2032 (USD Million)
TABLE 92 Italy agriculture drone market, by application, 2018 - 2022 (USD Million)
TABLE 93 Italy agriculture drone market, by application, 2023 - 2032 (USD Million)
TABLE 94 Spain agriculture drone market, 2018 - 2022 (USD Million)
TABLE 95 Spain agriculture drone market, 2023 - 2032 (USD Million)
TABLE 96 Spain agriculture drone market, by product, 2018 - 2022 (USD Million)
TABLE 97 Spain agriculture drone market, by product, 2023 - 2032 (USD Million)
TABLE 98 Spain agriculture drone market, by application, 2018 - 2022 (USD Million)
TABLE 99 Spain agriculture drone market, by application, 2023 - 2032 (USD Million)
TABLE 100 Netherlands agriculture drone market, 2018 - 2022 (USD Million)
TABLE 101 Netherlands agriculture drone market, 2023 - 2032 (USD Million)
TABLE 102 Netherlands agriculture drone market, by product, 2018 - 2022 (USD Million)
TABLE 103 Netherlands agriculture drone market, by product, 2023 - 2032 (USD Million)
TABLE 104 Netherlands agriculture drone market, by application, 2018 - 2022 (USD Million)
TABLE 105 Netherlands agriculture drone market, by application, 2023 - 2032 (USD Million)
TABLE 106 Nordics agriculture drone market, 2018 - 2022 (USD Million)
TABLE 107 Nordics agriculture drone market, 2023 - 2032 (USD Million)
TABLE 108 Nordics agriculture drone market, by product, 2018 - 2022 (USD Million)
TABLE 109 Nordics agriculture drone market, by product, 2023 - 2032 (USD Million)
TABLE 110 Nordics agriculture drone market, by application, 2018 - 2022 (USD Million)
TABLE 111 Nordics agriculture drone market, by application, 2023 - 2032 (USD Million)
TABLE 112 Asia Pacific agriculture drone market, 2018 - 2022 (USD Million)
TABLE 113 Asia Pacific agriculture drone market, 2023 - 2032 (USD Million)
TABLE 114 Asia Pacific agriculture drone market, by product, 2018 - 2022 (USD Million)
TABLE 115 Asia Pacific agriculture drone market, by product, 2023 - 2032 (USD Million)
TABLE 116 Asia Pacific agriculture drone market, by application, 2018 - 2022 (USD Million)
TABLE 117 Asia Pacific agriculture drone market, by application, 2023 - 2032 (USD Million)
TABLE 118 China agriculture drone market, 2018 - 2022 (USD Million)
TABLE 119 China agriculture drone market, 2023 - 2032 (USD Million)
TABLE 120 China agriculture drone market, by product, 2018 - 2022 (USD Million)
TABLE 121 China agriculture drone market, by product, 2023 - 2032 (USD Million)
TABLE 122 China agriculture drone market, by application, 2018 - 2022 (USD Million)
TABLE 123 China agriculture drone market, by application, 2023 - 2032 (USD Million)
TABLE 124 India agriculture drone market, 2018 - 2022 (USD Million)
TABLE 125 India agriculture drone market, 2023 - 2032 (USD Million)
TABLE 126 India agriculture drone market, by product, 2018 - 2022 (USD Million)
TABLE 127 India agriculture drone market, by product, 2023 - 2032 (USD Million)
TABLE 128 India agriculture drone market, by application, 2018 - 2022 (USD Million)
TABLE 129 India agriculture drone market, by application, 2023 - 2032 (USD Million)
TABLE 130 Japan agriculture drone market, 2018 - 2022 (USD Million)
TABLE 131 Japan agriculture drone market, 2023 - 2032 (USD Million)
TABLE 132 Japan agriculture drone market, by product, 2018 - 2022 (USD Million)
TABLE 133 Japan agriculture drone market, by product, 2023 - 2032 (USD Million)
TABLE 134 Japan agriculture drone market, by application, 2018 - 2022 (USD Million)
TABLE 135 Japan agriculture drone market, by application, 2023 - 2032 (USD Million)
TABLE 136 South Korea agriculture drone market, 2018 - 2022 (USD Million)
TABLE 137 South Korea agriculture drone market, 2023 - 2032 (USD Million)
TABLE 138 South Korea agriculture drone market, by product, 2018 - 2022 (USD Million)
TABLE 139 South Korea agriculture drone market, by product, 2023 - 2032 (USD Million)
TABLE 140 South Korea agriculture drone market, by application, 2018 - 2022 (USD Million)
TABLE 141 South Korea agriculture drone market, by application, 2023 - 2032 (USD Million)
TABLE 142 Australia agriculture drone market, 2018 - 2022 (USD Million)
TABLE 143 Australia agriculture drone market, 2023 - 2032 (USD Million)
TABLE 144 Australia agriculture drone market, by product, 2018 - 2022 (USD Million)
TABLE 145 Australia agriculture drone market, by product, 2023 - 2032 (USD Million)
TABLE 146 Australia agriculture drone market, by application, 2018 - 2022 (USD Million)
TABLE 147 Australia agriculture drone market, by application, 2023 - 2032 (USD Million)
TABLE 148 Southeast Asia agriculture drone market, 2018 - 2022 (USD Million)
TABLE 149 Southeast Asia agriculture drone market, 2023 - 2032 (USD Million)
TABLE 150 Southeast Asia agriculture drone market, by product, 2018 - 2022 (USD Million)
TABLE 151 Southeast Asia agriculture drone market, by product, 2023 - 2032 (USD Million)
TABLE 152 Southeast Asia agriculture drone market, by application, 2018 - 2022 (USD Million)
TABLE 153 Southeast Asia agriculture drone market, by application, 2023 - 2032 (USD Million)
TABLE 154 Latin America agriculture drone market, 2018 - 2022 (USD Million)
TABLE 155 Latin America agriculture drone market, 2023 - 2032 (USD Million)
TABLE 156 Latin America agriculture drone market, by product, 2018 - 2022 (USD Million)
TABLE 157 Latin America agriculture drone market, by product, 2023 - 2032 (USD Million)
TABLE 158 Latin America agriculture drone market, by application, 2018 - 2022 (USD Million)
TABLE 159 Latin America agriculture drone market, by application, 2023 - 2032 (USD Million)
TABLE 160 Brazil agriculture drone market, 2018 - 2022 (USD Million)
TABLE 161 Brazil agriculture drone market, 2023 - 2032 (USD Million)
TABLE 162 Brazil agriculture drone market, by product, 2018 - 2022 (USD Million)
TABLE 163 Brazil agriculture drone market, by product, 2023 - 2032 (USD Million)
TABLE 164 Brazil agriculture drone market, by application, 2018 - 2022 (USD Million)
TABLE 165 Brazil agriculture drone market, by application, 2023 - 2032 (USD Million)
TABLE 166 Mexico agriculture drone market, 2018 - 2022 (USD Million)
TABLE 167 Mexico agriculture drone market, 2023 - 2032 (USD Million)
TABLE 168 Mexico agriculture drone market, by product, 2018 - 2022 (USD Million)
TABLE 169 Mexico agriculture drone market, by product, 2023 - 2032 (USD Million)
TABLE 170 Mexico agriculture drone market, by application, 2018 - 2022 (USD Million)
TABLE 171 Mexico agriculture drone market, by application, 2023 - 2032 (USD Million)
TABLE 172 Argentina agriculture drone market, 2018 - 2022 (USD Million)
TABLE 173 Argentina agriculture drone market, 2023 - 2032 (USD Million)
TABLE 174 Argentina agriculture drone market, by product, 2018 - 2022 (USD Million)
TABLE 175 Argentina agriculture drone market, by product, 2023 - 2032 (USD Million)
TABLE 176 Argentina agriculture drone market, by application, 2018 - 2022 (USD Million)
TABLE 177 Argentina agriculture drone market, by application, 2023 - 2032 (USD Million)
TABLE 178 MEA agriculture drone market, 2018 - 2022 (USD Million)
TABLE 179 MEA agriculture drone market, 2023 - 2032 (USD Million)
TABLE 180 MEA agriculture drone market, by product, 2018 - 2022 (USD Million)
TABLE 181 MEA agriculture drone market, by product, 2023 - 2032 (USD Million)
TABLE 182 MEA agriculture drone market, by application, 2018 - 2022 (USD Million)
TABLE 183 MEA agriculture drone market, by application, 2023 - 2032 (USD Million)
TABLE 184 UAE agriculture drone market, 2018 - 2022 (USD Million)
TABLE 185 UAE agriculture drone market, 2023 - 2032 (USD Million)
TABLE 186 UAE agriculture drone market, by product, 2018 - 2022 (USD Million)
TABLE 187 UAE agriculture drone market, by product, 2023 - 2032 (USD Million)
TABLE 188 UAE agriculture drone market, by application, 2018 - 2022 (USD Million)
TABLE 189 UAE agriculture drone market, by application, 2023 - 2032 (USD Million)
TABLE 190 Israel agriculture drone market, 2018 - 2022 (USD Million)
TABLE 191 Israel agriculture drone market, 2023 - 2032 (USD Million)
TABLE 192 Israel agriculture drone market, by product, 2018 - 2022 (USD Million)
TABLE 193 Israel agriculture drone market, by product, 2023 - 2032 (USD Million)
TABLE 194 Israel agriculture drone market, by application, 2018 - 2022 (USD Million)
TABLE 195 Israel agriculture drone market, by application, 2023 - 2032 (USD Million)
TABLE 196 South Africa agriculture drone market, 2018 - 2022 (USD Million)
TABLE 197 South Africa agriculture drone market, 2023 - 2032 (USD Million)
TABLE 198 South Africa agriculture drone market, by product, 2018 - 2022 (USD Million)
TABLE 199 South Africa agriculture drone market, by product, 2023 - 2032 (USD Million)
TABLE 200 South Africa agriculture drone market, by application, 2018 - 2022 (USD Million)
TABLE 201 South Africa agriculture drone market, by application, 2023 - 2032 (USD Million)
Charts & Figures
FIG 1 GMI's report coverage in the global agriculture drone market size
FIG 2 Industry segmentation
FIG 3 Forecast calculation
FIG 4 Profile break-up of primary respondents
FIG 5 Agriculture drone market 36 degree synopsis, 2018 - 2032
FIG 6 Agriculture drone industry ecosystem analysis
FIG 7 Profit margin analysis
FIG 8 Growth potential analysis
FIG 9 Porter's analysis
FIG 10 PESTEL analysis
FIG 11 Competitive analysis of major market players, 2022
FIG 12 Competitive positioning matrix
FIG 13 Strategic outlook matrix
FIG 14 Agriculture drone market, by product 2022 & 2032
FIG 15 Agriculture drone market, by application 2022 & 2032
FIG 16 SWOT Analysis, 3D Robotics
FIG 17 SWOT Analysis, AeroVironment, Inc.
FIG 18 SWOT Analysis, AGCO Corporation
FIG 19 SWOT Analysis, AgEagle Aerial Systems
FIG 20 SWOT Analysis, Agribotix
FIG 21 SWOT Analysis, Delair
FIG 22 SWOT Analysis, DJI (Dà-Ji?ng Innovations)
FIG 23 SWOT Analysis, DroneDeploy
FIG 24 SWOT Analysis, Parrot
FIG 25 SWOT Analysis, PrecisionHawk
FIG 26 SWOT Analysis, Quantum Systems
FIG 27 SWOT Analysis, senseFly
FIG 28 SWOT Analysis, Sentera
FIG 29 SWOT Analysis, Skycatch
FIG 30 SWOT Analysis, Yamaha Motor Co., Ltd.

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