AI in Agriculture Market by Offering (Software, Hardware, AI-as-a-Service, Services), Technology (Machine Learning, Computer Vision, Predictive Analytics), Application (Precision Farming, Agriculture Robots, Livestock Monitoring, Drone Analytics, Labor Management, and Others), and Region - 2023-2028
The global AI in agriculture market size reached US$ 1.46 Billion in 2022. Looking forward, IMARC Group expects the market to reach US$ 5.33 Billion by 2028, exhibiting a growth rate (CAGR) of 23.49% during 2023-2028.
Artificial intelligence (AI) in agriculture is used to detect diseases in plants, pests, and poor nutrition in farms. It assists in providing real-time monitoring of the conditions of water, ambient air and crops, water usage, temperature and harvesting time. It also facilitates farmers in reducing the use of pesticides, herbicides, and fertilizers, increasing farm production, minimizing farm drudgery, and lowering crop production costs. At present, due to the increasing awareness among individuals about food safety, AI is finding application in agriculture across the globe.
AI in Agriculture Market Trends:
At present, the increasing number of farming activities is resulting in the growing adoption of AI in agriculture to enhance crop production. This represents one of the major factors augmenting the growth of the market around the world. Moreover, there is a shift towards the automation of farming activities, such as plowing, harrowing, planting, harvesting, and tilling. Additionally, the integration of AI in agricultural applications, including livestock monitoring, smart greenhouse, and precision farming for ensuring minimal manual intervention and constant monitoring of crops, is contributing to the market growth. In addition, the rising usage of farming robots helps farmers handle equipment and increase the accuracy of farming. They also help improve the quality and efficiency of yield and minimize reliance on manual labor. Apart from this, various financial institutions are providing credit to farmers at low-interest rates for purchasing smart agricultural machinery incorporated with AI, which is offering lucrative growth opportunities to market players operating in the industry. Furthermore, extensive investments by governing authorities of numerous countries for establishing digital farming infrastructure in rural areas are anticipated to strengthen the growth of the market in the coming years.
Key Market Segmentation:
IMARC Group provides an analysis of the key trends in each sub-segment of the global AI in agriculture market report, along with forecasts at the global, regional and country level from 2023-2028. Our report has categorized the market based on offering, technology and application.
Breakup by Offering:
Software
Hardware
AI-as-a-Service
Services
Breakup by Technology:
Machine Learning
Computer Vision
Predictive Analytics
Breakup by Application:
Precision Farming
Agriculture Robots
Livestock Monitoring
Drone Analytics
Labor Management
Others
Breakup by Region:
North America
United States
Canada
Asia-Pacific
China
Japan
India
South Korea
Australia
Indonesia
Others
Europe
Germany
France
United Kingdom
Italy
Spain
Russia
Others
Latin America
Brazil
Mexico
Others
Middle East and Africa
Competitive Landscape:
The competitive landscape of the industry has also been examined along with the profiles of the key players being A.A.A Taranis Visual Ltd., Ag Leader Technology, AgEagle Aerial Systems Inc., Bayer AG, Deere & Company, Gamaya, Granular Inc. (DuPont de Nemours, Inc.), International Business Machines Corporation, Raven Industries Inc., Trimble Inc., Oracle Corporation and Wipro Limited. Kindly, note that this only represents a partial list of companies, and the complete list has been provided in the report.
Key Questions Answered in This Report
1. What was the size of the global AI in agriculture market in 2022?
2. What is the expected growth rate of the global AI in agriculture market during 2023-2028?
3. What are the key factors driving the global AI in agriculture market?
4. What has been the impact of COVID-19 on the global AI in agriculture market?
5. What is the breakup of the global AI in agriculture market based on the offering?
6. What is the breakup of the global AI in agriculture market based on the technology?
7. What is the breakup of the global AI in agriculture market based on the application?
8. What are the key regions in the global AI in agriculture market?
9. Who are the key players/companies in the global AI in agriculture market?
Artificial intelligence (AI) in agriculture is used to detect diseases in plants, pests, and poor nutrition in farms. It assists in providing real-time monitoring of the conditions of water, ambient air and crops, water usage, temperature and harvesting time. It also facilitates farmers in reducing the use of pesticides, herbicides, and fertilizers, increasing farm production, minimizing farm drudgery, and lowering crop production costs. At present, due to the increasing awareness among individuals about food safety, AI is finding application in agriculture across the globe.
AI in Agriculture Market Trends:
At present, the increasing number of farming activities is resulting in the growing adoption of AI in agriculture to enhance crop production. This represents one of the major factors augmenting the growth of the market around the world. Moreover, there is a shift towards the automation of farming activities, such as plowing, harrowing, planting, harvesting, and tilling. Additionally, the integration of AI in agricultural applications, including livestock monitoring, smart greenhouse, and precision farming for ensuring minimal manual intervention and constant monitoring of crops, is contributing to the market growth. In addition, the rising usage of farming robots helps farmers handle equipment and increase the accuracy of farming. They also help improve the quality and efficiency of yield and minimize reliance on manual labor. Apart from this, various financial institutions are providing credit to farmers at low-interest rates for purchasing smart agricultural machinery incorporated with AI, which is offering lucrative growth opportunities to market players operating in the industry. Furthermore, extensive investments by governing authorities of numerous countries for establishing digital farming infrastructure in rural areas are anticipated to strengthen the growth of the market in the coming years.
Key Market Segmentation:
IMARC Group provides an analysis of the key trends in each sub-segment of the global AI in agriculture market report, along with forecasts at the global, regional and country level from 2023-2028. Our report has categorized the market based on offering, technology and application.
Breakup by Offering:
Software
Hardware
AI-as-a-Service
Services
Breakup by Technology:
Machine Learning
Computer Vision
Predictive Analytics
Breakup by Application:
Precision Farming
Agriculture Robots
Livestock Monitoring
Drone Analytics
Labor Management
Others
Breakup by Region:
North America
United States
Canada
Asia-Pacific
China
Japan
India
South Korea
Australia
Indonesia
Others
Europe
Germany
France
United Kingdom
Italy
Spain
Russia
Others
Latin America
Brazil
Mexico
Others
Middle East and Africa
Competitive Landscape:
The competitive landscape of the industry has also been examined along with the profiles of the key players being A.A.A Taranis Visual Ltd., Ag Leader Technology, AgEagle Aerial Systems Inc., Bayer AG, Deere & Company, Gamaya, Granular Inc. (DuPont de Nemours, Inc.), International Business Machines Corporation, Raven Industries Inc., Trimble Inc., Oracle Corporation and Wipro Limited. Kindly, note that this only represents a partial list of companies, and the complete list has been provided in the report.
Key Questions Answered in This Report
1. What was the size of the global AI in agriculture market in 2022?
2. What is the expected growth rate of the global AI in agriculture market during 2023-2028?
3. What are the key factors driving the global AI in agriculture market?
4. What has been the impact of COVID-19 on the global AI in agriculture market?
5. What is the breakup of the global AI in agriculture market based on the offering?
6. What is the breakup of the global AI in agriculture market based on the technology?
7. What is the breakup of the global AI in agriculture market based on the application?
8. What are the key regions in the global AI in agriculture market?
9. Who are the key players/companies in the global AI in agriculture market?
1 PREFACE
2 SCOPE AND METHODOLOGY
2.1 Objectives of the Study
2.2 Stakeholders
2.3 Data Sources
2.3.1 Primary Sources
2.3.2 Secondary Sources
2.4 Market Estimation
2.4.1 Bottom-Up Approach
2.4.2 Top-Down Approach
2.5 Forecasting Methodology
3 EXECUTIVE SUMMARY
4 INTRODUCTION
4.1 Overview
4.2 Key Industry Trends
5 GLOBAL AI IN AGRICULTURE MARKET
5.1 Market Overview
5.2 Market Performance
5.3 Impact of COVID-19
5.4 Market Forecast
6 MARKET BREAKUP BY OFFERING
6.1 Software
6.1.1 Market Trends
6.1.2 Market Forecast
6.2 Hardware
6.2.1 Market Trends
6.2.2 Market Forecast
6.3 AI-as-a-Service
6.3.1 Market Trends
6.3.2 Market Forecast
6.4 Services
6.4.1 Market Trends
6.4.2 Market Forecast
7 MARKET BREAKUP BY TECHNOLOGY
7.1 Machine Learning
7.1.1 Market Trends
7.1.2 Market Forecast
7.2 Computer Vision
7.2.1 Market Trends
7.2.2 Market Forecast
7.3 Predictive Analytics
7.3.1 Market Trends
7.3.2 Market Forecast
8 MARKET BREAKUP BY APPLICATION
8.1 Precision Farming
8.1.1 Market Trends
8.1.2 Market Forecast
8.2 Agriculture Robots
8.2.1 Market Trends
8.2.2 Market Forecast
8.3 Livestock Monitoring
8.3.1 Market Trends
8.3.2 Market Forecast
8.4 Drone Analytics
8.4.1 Market Trends
8.4.2 Market Forecast
8.5 Labor Management
8.5.1 Market Trends
8.5.2 Market Forecast
8.6 Others
8.6.1 Market Trends
8.6.2 Market Forecast
9 MARKET BREAKUP BY REGION
9.1 North America
9.1.1 United States
9.1.1.1 Market Trends
9.1.1.2 Market Forecast
9.1.2 Canada
9.1.2.1 Market Trends
9.1.2.2 Market Forecast
9.2 Asia-Pacific
9.2.1 China
9.2.1.1 Market Trends
9.2.1.2 Market Forecast
9.2.2 Japan
9.2.2.1 Market Trends
9.2.2.2 Market Forecast
9.2.3 India
9.2.3.1 Market Trends
9.2.3.2 Market Forecast
9.2.4 South Korea
9.2.4.1 Market Trends
9.2.4.2 Market Forecast
9.2.5 Australia
9.2.5.1 Market Trends
9.2.5.2 Market Forecast
9.2.6 Indonesia
9.2.6.1 Market Trends
9.2.6.2 Market Forecast
9.2.7 Others
9.2.7.1 Market Trends
9.2.7.2 Market Forecast
9.3 Europe
9.3.1 Germany
9.3.1.1 Market Trends
9.3.1.2 Market Forecast
9.3.2 France
9.3.2.1 Market Trends
9.3.2.2 Market Forecast
9.3.3 United Kingdom
9.3.3.1 Market Trends
9.3.3.2 Market Forecast
9.3.4 Italy
9.3.4.1 Market Trends
9.3.4.2 Market Forecast
9.3.5 Spain
9.3.5.1 Market Trends
9.3.5.2 Market Forecast
9.3.6 Russia
9.3.6.1 Market Trends
9.3.6.2 Market Forecast
9.3.7 Others
9.3.7.1 Market Trends
9.3.7.2 Market Forecast
9.4 Latin America
9.4.1 Brazil
9.4.1.1 Market Trends
9.4.1.2 Market Forecast
9.4.2 Mexico
9.4.2.1 Market Trends
9.4.2.2 Market Forecast
9.4.3 Others
9.4.3.1 Market Trends
9.4.3.2 Market Forecast
9.5 Middle East and Africa
9.5.1 Market Trends
9.5.2 Market Breakup by Country
9.5.3 Market Forecast
10 SWOT ANALYSIS
10.1 Overview
10.2 Strengths
10.3 Weaknesses
10.4 Opportunities
10.5 Threats
11 VALUE CHAIN ANALYSIS
12 PORTERS FIVE FORCES ANALYSIS
12.1 Overview
12.2 Bargaining Power of Buyers
12.3 Bargaining Power of Suppliers
12.4 Degree of Competition
12.5 Threat of New Entrants
12.6 Threat of Substitutes
13 PRICE ANALYSIS
14 COMPETITIVE LANDSCAPE
14.1 Market Structure
14.2 Key Players
14.3 Profiles of Key Players
14.3.1 A.A. A Taranis Visual Ltd.
14.3.1.1 Company Overview
14.3.1.2 Product Portfolio
14.3.2 Ag Leader Technology
14.3.2.1 Company Overview
14.3.2.2 Product Portfolio
14.3.3 AgEagle Aerial Systems Inc.
14.3.3.1 Company Overview
14.3.3.2 Product Portfolio
14.3.3.3 Financials
14.3.4 Bayer AG
14.3.4.1 Company Overview
14.3.4.2 Product Portfolio
14.3.4.3 Financials
14.3.4.4 SWOT Analysis
14.3.5 Deere & Company
14.3.5.1 Company Overview
14.3.5.2 Product Portfolio
14.3.5.3 Financials
14.3.5.4 SWOT Analysis
14.3.6 Gamaya
14.3.6.1 Company Overview
14.3.6.2 Product Portfolio
14.3.7 Granular Inc. (DuPont de Nemours, Inc.)
14.3.7.1 Company Overview
14.3.7.2 Product Portfolio
14.3.8 International Business Machines Corporation
14.3.8.1 Company Overview
14.3.8.2 Product Portfolio
14.3.8.3 Financials
14.3.8.4 SWOT Analysis
14.3.9 Raven Industries Inc.
14.3.9.1 Company Overview
14.3.9.2 Product Portfolio
14.3.10 Trimble Inc.
14.3.10.1 Company Overview
14.3.10.2 Product Portfolio
14.3.10.3 Financials
14.3.10.4 SWOT Analysis
14.3.11 Oracle Corporation
14.3.11.1 Company Overview
14.3.11.2 Product Portfolio
14.3.11.3 Financials
14.3.11.4 SWOT Analysis
14.3.12 Wipro Limited
14.3.12.1 Company Overview
14.3.12.2 Product Portfolio
14.3.12.3 Financials
Kindly, note that this only represents a partial list of companies, and the complete list has been provided in the report
2 SCOPE AND METHODOLOGY
2.1 Objectives of the Study
2.2 Stakeholders
2.3 Data Sources
2.3.1 Primary Sources
2.3.2 Secondary Sources
2.4 Market Estimation
2.4.1 Bottom-Up Approach
2.4.2 Top-Down Approach
2.5 Forecasting Methodology
3 EXECUTIVE SUMMARY
4 INTRODUCTION
4.1 Overview
4.2 Key Industry Trends
5 GLOBAL AI IN AGRICULTURE MARKET
5.1 Market Overview
5.2 Market Performance
5.3 Impact of COVID-19
5.4 Market Forecast
6 MARKET BREAKUP BY OFFERING
6.1 Software
6.1.1 Market Trends
6.1.2 Market Forecast
6.2 Hardware
6.2.1 Market Trends
6.2.2 Market Forecast
6.3 AI-as-a-Service
6.3.1 Market Trends
6.3.2 Market Forecast
6.4 Services
6.4.1 Market Trends
6.4.2 Market Forecast
7 MARKET BREAKUP BY TECHNOLOGY
7.1 Machine Learning
7.1.1 Market Trends
7.1.2 Market Forecast
7.2 Computer Vision
7.2.1 Market Trends
7.2.2 Market Forecast
7.3 Predictive Analytics
7.3.1 Market Trends
7.3.2 Market Forecast
8 MARKET BREAKUP BY APPLICATION
8.1 Precision Farming
8.1.1 Market Trends
8.1.2 Market Forecast
8.2 Agriculture Robots
8.2.1 Market Trends
8.2.2 Market Forecast
8.3 Livestock Monitoring
8.3.1 Market Trends
8.3.2 Market Forecast
8.4 Drone Analytics
8.4.1 Market Trends
8.4.2 Market Forecast
8.5 Labor Management
8.5.1 Market Trends
8.5.2 Market Forecast
8.6 Others
8.6.1 Market Trends
8.6.2 Market Forecast
9 MARKET BREAKUP BY REGION
9.1 North America
9.1.1 United States
9.1.1.1 Market Trends
9.1.1.2 Market Forecast
9.1.2 Canada
9.1.2.1 Market Trends
9.1.2.2 Market Forecast
9.2 Asia-Pacific
9.2.1 China
9.2.1.1 Market Trends
9.2.1.2 Market Forecast
9.2.2 Japan
9.2.2.1 Market Trends
9.2.2.2 Market Forecast
9.2.3 India
9.2.3.1 Market Trends
9.2.3.2 Market Forecast
9.2.4 South Korea
9.2.4.1 Market Trends
9.2.4.2 Market Forecast
9.2.5 Australia
9.2.5.1 Market Trends
9.2.5.2 Market Forecast
9.2.6 Indonesia
9.2.6.1 Market Trends
9.2.6.2 Market Forecast
9.2.7 Others
9.2.7.1 Market Trends
9.2.7.2 Market Forecast
9.3 Europe
9.3.1 Germany
9.3.1.1 Market Trends
9.3.1.2 Market Forecast
9.3.2 France
9.3.2.1 Market Trends
9.3.2.2 Market Forecast
9.3.3 United Kingdom
9.3.3.1 Market Trends
9.3.3.2 Market Forecast
9.3.4 Italy
9.3.4.1 Market Trends
9.3.4.2 Market Forecast
9.3.5 Spain
9.3.5.1 Market Trends
9.3.5.2 Market Forecast
9.3.6 Russia
9.3.6.1 Market Trends
9.3.6.2 Market Forecast
9.3.7 Others
9.3.7.1 Market Trends
9.3.7.2 Market Forecast
9.4 Latin America
9.4.1 Brazil
9.4.1.1 Market Trends
9.4.1.2 Market Forecast
9.4.2 Mexico
9.4.2.1 Market Trends
9.4.2.2 Market Forecast
9.4.3 Others
9.4.3.1 Market Trends
9.4.3.2 Market Forecast
9.5 Middle East and Africa
9.5.1 Market Trends
9.5.2 Market Breakup by Country
9.5.3 Market Forecast
10 SWOT ANALYSIS
10.1 Overview
10.2 Strengths
10.3 Weaknesses
10.4 Opportunities
10.5 Threats
11 VALUE CHAIN ANALYSIS
12 PORTERS FIVE FORCES ANALYSIS
12.1 Overview
12.2 Bargaining Power of Buyers
12.3 Bargaining Power of Suppliers
12.4 Degree of Competition
12.5 Threat of New Entrants
12.6 Threat of Substitutes
13 PRICE ANALYSIS
14 COMPETITIVE LANDSCAPE
14.1 Market Structure
14.2 Key Players
14.3 Profiles of Key Players
14.3.1 A.A. A Taranis Visual Ltd.
14.3.1.1 Company Overview
14.3.1.2 Product Portfolio
14.3.2 Ag Leader Technology
14.3.2.1 Company Overview
14.3.2.2 Product Portfolio
14.3.3 AgEagle Aerial Systems Inc.
14.3.3.1 Company Overview
14.3.3.2 Product Portfolio
14.3.3.3 Financials
14.3.4 Bayer AG
14.3.4.1 Company Overview
14.3.4.2 Product Portfolio
14.3.4.3 Financials
14.3.4.4 SWOT Analysis
14.3.5 Deere & Company
14.3.5.1 Company Overview
14.3.5.2 Product Portfolio
14.3.5.3 Financials
14.3.5.4 SWOT Analysis
14.3.6 Gamaya
14.3.6.1 Company Overview
14.3.6.2 Product Portfolio
14.3.7 Granular Inc. (DuPont de Nemours, Inc.)
14.3.7.1 Company Overview
14.3.7.2 Product Portfolio
14.3.8 International Business Machines Corporation
14.3.8.1 Company Overview
14.3.8.2 Product Portfolio
14.3.8.3 Financials
14.3.8.4 SWOT Analysis
14.3.9 Raven Industries Inc.
14.3.9.1 Company Overview
14.3.9.2 Product Portfolio
14.3.10 Trimble Inc.
14.3.10.1 Company Overview
14.3.10.2 Product Portfolio
14.3.10.3 Financials
14.3.10.4 SWOT Analysis
14.3.11 Oracle Corporation
14.3.11.1 Company Overview
14.3.11.2 Product Portfolio
14.3.11.3 Financials
14.3.11.4 SWOT Analysis
14.3.12 Wipro Limited
14.3.12.1 Company Overview
14.3.12.2 Product Portfolio
14.3.12.3 Financials
Kindly, note that this only represents a partial list of companies, and the complete list has been provided in the report
LIST OF TABLES
Table 1: Global: AI in Agriculture Market: Key Industry Highlights, 2022 & 2028
Table 2: Global: AI in Agriculture Market Forecast: Breakup by Offering (in Million US$), 2023-2028
Table 3: Global: AI in Agriculture Market Forecast: Breakup by Technology (in Million US$), 2023-2028
Table 4: Global: AI in Agriculture Market Forecast: Breakup by Application (in Million US$), 2023-2028
Table 5: Global: AI in Agriculture Market Forecast: Breakup by Region (in Million US$), 2023-2028
Table 6: Global: AI in Agriculture Market: Competitive Structure
Table 7: Global: AI in Agriculture Market: Key Players
Table 1: Global: AI in Agriculture Market: Key Industry Highlights, 2022 & 2028
Table 2: Global: AI in Agriculture Market Forecast: Breakup by Offering (in Million US$), 2023-2028
Table 3: Global: AI in Agriculture Market Forecast: Breakup by Technology (in Million US$), 2023-2028
Table 4: Global: AI in Agriculture Market Forecast: Breakup by Application (in Million US$), 2023-2028
Table 5: Global: AI in Agriculture Market Forecast: Breakup by Region (in Million US$), 2023-2028
Table 6: Global: AI in Agriculture Market: Competitive Structure
Table 7: Global: AI in Agriculture Market: Key Players
LIST OF FIGURES
Figure 1: Global: AI in Agriculture Market: Major Drivers and Challenges
Figure 2: Global: AI in Agriculture Market: Sales Value (in Billion US$), 2017-2022
Figure 3: Global: AI in Agriculture Market Forecast: Sales Value (in Billion US$), 2023-2028
Figure 4: Global: AI in Agriculture Market: Breakup by Offering (in %), 2022
Figure 5: Global: AI in Agriculture Market: Breakup by Technology (in %), 2022
Figure 6: Global: AI in Agriculture Market: Breakup by Application (in %), 2022
Figure 7: Global: AI in Agriculture Market: Breakup by Region (in %), 2022
Figure 8: Global: AI in Agriculture (Software) Market: Sales Value (in Million US$), 2017 & 2022
Figure 9: Global: AI in Agriculture (Software) Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 10: Global: AI in Agriculture (Hardware) Market: Sales Value (in Million US$), 2017 & 2022
Figure 11: Global: AI in Agriculture (Hardware) Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 12: Global: AI in Agriculture (AI-as-a-Service) Market: Sales Value (in Million US$), 2017 & 2022
Figure 13: Global: AI in Agriculture (AI-as-a-Service) Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 14: Global: AI in Agriculture (Services) Market: Sales Value (in Million US$), 2017 & 2022
Figure 15: Global: AI in Agriculture (Services) Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 16: Global: AI in Agriculture (Machine Learning) Market: Sales Value (in Million US$), 2017 & 2022
Figure 17: Global: AI in Agriculture (Machine Learning) Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 18: Global: AI in Agriculture (Computer Vision) Market: Sales Value (in Million US$), 2017 & 2022
Figure 19: Global: AI in Agriculture (Computer Vision) Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 20: Global: AI in Agriculture (Predictive Analytics) Market: Sales Value (in Million US$), 2017 & 2022
Figure 21: Global: AI in Agriculture (Predictive Analytics) Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 22: Global: AI in Agriculture (Precision Farming) Market: Sales Value (in Million US$), 2017 & 2022
Figure 23: Global: AI in Agriculture (Precision Farming) Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 24: Global: AI in Agriculture (Agriculture Robots) Market: Sales Value (in Million US$), 2017 & 2022
Figure 25: Global: AI in Agriculture (Agriculture Robots) Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 26: Global: AI in Agriculture (Livestock Monitoring) Market: Sales Value (in Million US$), 2017 & 2022
Figure 27: Global: AI in Agriculture (Livestock Monitoring) Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 28: Global: AI in Agriculture (Drone Analytics) Market: Sales Value (in Million US$), 2017 & 2022
Figure 29: Global: AI in Agriculture (Drone Analytics) Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 30: Global: AI in Agriculture (Labor Management) Market: Sales Value (in Million US$), 2017 & 2022
Figure 31: Global: AI in Agriculture (Labor Management) Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 32: Global: AI in Agriculture (Other Applications) Market: Sales Value (in Million US$), 2017 & 2022
Figure 33: Global: AI in Agriculture (Other Applications) Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 34: North America: AI in Agriculture Market: Sales Value (in Million US$), 2017 & 2022
Figure 35: North America: AI in Agriculture Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 36: United States: AI in Agriculture Market: Sales Value (in Million US$), 2017 & 2022
Figure 37: United States: AI in Agriculture Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 38: Canada: AI in Agriculture Market: Sales Value (in Million US$), 2017 & 2022
Figure 39: Canada: AI in Agriculture Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 40: Asia-Pacific: AI in Agriculture Market: Sales Value (in Million US$), 2017 & 2022
Figure 41: Asia-Pacific: AI in Agriculture Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 42: China: AI in Agriculture Market: Sales Value (in Million US$), 2017 & 2022
Figure 43: China: AI in Agriculture Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 44: Japan: AI in Agriculture Market: Sales Value (in Million US$), 2017 & 2022
Figure 45: Japan: AI in Agriculture Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 46: India: AI in Agriculture Market: Sales Value (in Million US$), 2017 & 2022
Figure 47: India: AI in Agriculture Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 48: South Korea: AI in Agriculture Market: Sales Value (in Million US$), 2017 & 2022
Figure 49: South Korea: AI in Agriculture Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 50: Australia: AI in Agriculture Market: Sales Value (in Million US$), 2017 & 2022
Figure 51: Australia: AI in Agriculture Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 52: Indonesia: AI in Agriculture Market: Sales Value (in Million US$), 2017 & 2022
Figure 53: Indonesia: AI in Agriculture Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 54: Others: AI in Agriculture Market: Sales Value (in Million US$), 2017 & 2022
Figure 55: Others: AI in Agriculture Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 56: Europe: AI in Agriculture Market: Sales Value (in Million US$), 2017 & 2022
Figure 57: Europe: AI in Agriculture Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 58: Germany: AI in Agriculture Market: Sales Value (in Million US$), 2017 & 2022
Figure 59: Germany: AI in Agriculture Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 60: France: AI in Agriculture Market: Sales Value (in Million US$), 2017 & 2022
Figure 61: France: AI in Agriculture Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 62: United Kingdom: AI in Agriculture Market: Sales Value (in Million US$), 2017 & 2022
Figure 63: United Kingdom: AI in Agriculture Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 64: Italy: AI in Agriculture Market: Sales Value (in Million US$), 2017 & 2022
Figure 65: Italy: AI in Agriculture Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 66: Spain: AI in Agriculture Market: Sales Value (in Million US$), 2017 & 2022
Figure 67: Spain: AI in Agriculture Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 68: Russia: AI in Agriculture Market: Sales Value (in Million US$), 2017 & 2022
Figure 69: Russia: AI in Agriculture Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 70: Others: AI in Agriculture Market: Sales Value (in Million US$), 2017 & 2022
Figure 71: Others: AI in Agriculture Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 72: Latin America: AI in Agriculture Market: Sales Value (in Million US$), 2017 & 2022
Figure 73: Latin America: AI in Agriculture Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 74: Brazil: AI in Agriculture Market: Sales Value (in Million US$), 2017 & 2022
Figure 75: Brazil: AI in Agriculture Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 76: Mexico: AI in Agriculture Market: Sales Value (in Million US$), 2017 & 2022
Figure 77: Mexico: AI in Agriculture Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 78: Others: AI in Agriculture Market: Sales Value (in Million US$), 2017 & 2022
Figure 79: Others: AI in Agriculture Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 80: Middle East and Africa: AI in Agriculture Market: Sales Value (in Million US$), 2017 & 2022
Figure 81: Middle East and Africa: AI in Agriculture Market: Breakup by Country (in %), 2022
Figure 82: Middle East and Africa: AI in Agriculture Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 83: Global: AI in Agriculture Industry: SWOT Analysis
Figure 84: Global: AI in Agriculture Industry: Value Chain Analysis
Figure 85: Global: AI in Agriculture Industry: Porter's Five Forces Analysis
Figure 1: Global: AI in Agriculture Market: Major Drivers and Challenges
Figure 2: Global: AI in Agriculture Market: Sales Value (in Billion US$), 2017-2022
Figure 3: Global: AI in Agriculture Market Forecast: Sales Value (in Billion US$), 2023-2028
Figure 4: Global: AI in Agriculture Market: Breakup by Offering (in %), 2022
Figure 5: Global: AI in Agriculture Market: Breakup by Technology (in %), 2022
Figure 6: Global: AI in Agriculture Market: Breakup by Application (in %), 2022
Figure 7: Global: AI in Agriculture Market: Breakup by Region (in %), 2022
Figure 8: Global: AI in Agriculture (Software) Market: Sales Value (in Million US$), 2017 & 2022
Figure 9: Global: AI in Agriculture (Software) Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 10: Global: AI in Agriculture (Hardware) Market: Sales Value (in Million US$), 2017 & 2022
Figure 11: Global: AI in Agriculture (Hardware) Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 12: Global: AI in Agriculture (AI-as-a-Service) Market: Sales Value (in Million US$), 2017 & 2022
Figure 13: Global: AI in Agriculture (AI-as-a-Service) Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 14: Global: AI in Agriculture (Services) Market: Sales Value (in Million US$), 2017 & 2022
Figure 15: Global: AI in Agriculture (Services) Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 16: Global: AI in Agriculture (Machine Learning) Market: Sales Value (in Million US$), 2017 & 2022
Figure 17: Global: AI in Agriculture (Machine Learning) Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 18: Global: AI in Agriculture (Computer Vision) Market: Sales Value (in Million US$), 2017 & 2022
Figure 19: Global: AI in Agriculture (Computer Vision) Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 20: Global: AI in Agriculture (Predictive Analytics) Market: Sales Value (in Million US$), 2017 & 2022
Figure 21: Global: AI in Agriculture (Predictive Analytics) Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 22: Global: AI in Agriculture (Precision Farming) Market: Sales Value (in Million US$), 2017 & 2022
Figure 23: Global: AI in Agriculture (Precision Farming) Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 24: Global: AI in Agriculture (Agriculture Robots) Market: Sales Value (in Million US$), 2017 & 2022
Figure 25: Global: AI in Agriculture (Agriculture Robots) Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 26: Global: AI in Agriculture (Livestock Monitoring) Market: Sales Value (in Million US$), 2017 & 2022
Figure 27: Global: AI in Agriculture (Livestock Monitoring) Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 28: Global: AI in Agriculture (Drone Analytics) Market: Sales Value (in Million US$), 2017 & 2022
Figure 29: Global: AI in Agriculture (Drone Analytics) Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 30: Global: AI in Agriculture (Labor Management) Market: Sales Value (in Million US$), 2017 & 2022
Figure 31: Global: AI in Agriculture (Labor Management) Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 32: Global: AI in Agriculture (Other Applications) Market: Sales Value (in Million US$), 2017 & 2022
Figure 33: Global: AI in Agriculture (Other Applications) Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 34: North America: AI in Agriculture Market: Sales Value (in Million US$), 2017 & 2022
Figure 35: North America: AI in Agriculture Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 36: United States: AI in Agriculture Market: Sales Value (in Million US$), 2017 & 2022
Figure 37: United States: AI in Agriculture Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 38: Canada: AI in Agriculture Market: Sales Value (in Million US$), 2017 & 2022
Figure 39: Canada: AI in Agriculture Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 40: Asia-Pacific: AI in Agriculture Market: Sales Value (in Million US$), 2017 & 2022
Figure 41: Asia-Pacific: AI in Agriculture Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 42: China: AI in Agriculture Market: Sales Value (in Million US$), 2017 & 2022
Figure 43: China: AI in Agriculture Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 44: Japan: AI in Agriculture Market: Sales Value (in Million US$), 2017 & 2022
Figure 45: Japan: AI in Agriculture Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 46: India: AI in Agriculture Market: Sales Value (in Million US$), 2017 & 2022
Figure 47: India: AI in Agriculture Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 48: South Korea: AI in Agriculture Market: Sales Value (in Million US$), 2017 & 2022
Figure 49: South Korea: AI in Agriculture Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 50: Australia: AI in Agriculture Market: Sales Value (in Million US$), 2017 & 2022
Figure 51: Australia: AI in Agriculture Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 52: Indonesia: AI in Agriculture Market: Sales Value (in Million US$), 2017 & 2022
Figure 53: Indonesia: AI in Agriculture Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 54: Others: AI in Agriculture Market: Sales Value (in Million US$), 2017 & 2022
Figure 55: Others: AI in Agriculture Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 56: Europe: AI in Agriculture Market: Sales Value (in Million US$), 2017 & 2022
Figure 57: Europe: AI in Agriculture Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 58: Germany: AI in Agriculture Market: Sales Value (in Million US$), 2017 & 2022
Figure 59: Germany: AI in Agriculture Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 60: France: AI in Agriculture Market: Sales Value (in Million US$), 2017 & 2022
Figure 61: France: AI in Agriculture Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 62: United Kingdom: AI in Agriculture Market: Sales Value (in Million US$), 2017 & 2022
Figure 63: United Kingdom: AI in Agriculture Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 64: Italy: AI in Agriculture Market: Sales Value (in Million US$), 2017 & 2022
Figure 65: Italy: AI in Agriculture Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 66: Spain: AI in Agriculture Market: Sales Value (in Million US$), 2017 & 2022
Figure 67: Spain: AI in Agriculture Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 68: Russia: AI in Agriculture Market: Sales Value (in Million US$), 2017 & 2022
Figure 69: Russia: AI in Agriculture Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 70: Others: AI in Agriculture Market: Sales Value (in Million US$), 2017 & 2022
Figure 71: Others: AI in Agriculture Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 72: Latin America: AI in Agriculture Market: Sales Value (in Million US$), 2017 & 2022
Figure 73: Latin America: AI in Agriculture Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 74: Brazil: AI in Agriculture Market: Sales Value (in Million US$), 2017 & 2022
Figure 75: Brazil: AI in Agriculture Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 76: Mexico: AI in Agriculture Market: Sales Value (in Million US$), 2017 & 2022
Figure 77: Mexico: AI in Agriculture Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 78: Others: AI in Agriculture Market: Sales Value (in Million US$), 2017 & 2022
Figure 79: Others: AI in Agriculture Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 80: Middle East and Africa: AI in Agriculture Market: Sales Value (in Million US$), 2017 & 2022
Figure 81: Middle East and Africa: AI in Agriculture Market: Breakup by Country (in %), 2022
Figure 82: Middle East and Africa: AI in Agriculture Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 83: Global: AI in Agriculture Industry: SWOT Analysis
Figure 84: Global: AI in Agriculture Industry: Value Chain Analysis
Figure 85: Global: AI in Agriculture Industry: Porter's Five Forces Analysis
