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The business intelligence report on AI in Agriculture market’ offers a detailed comprehension of the industry’s growth trajectory over 2021-2027. It underlines critical aspects like of global market size, regional and country-level market size, segmentation market growth, market share, competitive Landscape, sales analysis, impact of domestic and global market players, value chain optimization, trade regulations, recent developments, opportunities analysis, strategic market growth analysis, product launches, area marketplace expanding, and technological innovations.
The research literature highlights the major driving forces, restraints, and opportunities together with other qualitative and quantitative data to impart a deep understanding of the industry’s behavior. Besides, it entails in-depth segmental data with respect to type, end-use, and geography to unveil the key growth avenues for the future. Lastly, the study depicts an intricate analysis of the prominent players based on the product portfolio, distribution channel, financials, and strategies to help stakeholders making the right decisions.

Some of the companies that are profiled in this report are:

• Deere & Company
• Prospera
• IBM
• Farmbot
• Gamaya
• Mavrx
• Precision Hawk
• Cainthus
• Resson
• Awhere
• Skysquirrel Technologies
• Ec2ce
• Vision Robotics
• Connecterra
• Granular
• Microsoft
• Agribotix
• Descartes Labs
• Tule Technologies
• The Climate Corporation (Subsidiary of Monsanto)

Market Data Breakdown and Growth Pattern by Type

• Machine Learning
• Computer Vision
• Predictive Analytics

Market Data Breakdown and Growth Pattern by End-Use Industry / Applications

• Precision Farming
• Drone Analytics
• Agriculture Robots
• Livestock Monitoring

AI in Agriculture Market research report delivers a close watch on leading competitors with strategic analysis, micro and macro market trend and scenarios, pricing analysis, and a holistic overview of the market situations in the forecast period. It is a professional and detailed report focusing on primary and secondary drivers, market share, leading segments, and geographical analysis. Further, key players, major collaborations, mergers & acquisitions along with trending innovation and business policies are reviewed in the report.

Key Benefits for Industry Participants & Stakeholders:
• Industry drivers, restraints, and opportunities covered in the study
• Neutral perspective on the market performance
• Recent industry trends and developments
• Competitive landscape & strategies of key players
• Potential & niche segments and regions exhibiting promising growth covered
• Historical, current, and projected market size, in terms of value
• In-depth analysis of the AI in Agriculture Market

We have studied the AI in Agriculture Market in 360 degrees via. both primary & secondary research methodologies. This helped us in building an understanding of the current market dynamics, supply-demand gap, pricing trends, product preferences, consumer patterns & so on. The findings were further validated through primary research with industry experts & opinion leaders across countries. The data is further compiled & validated through various market estimation & data validation methodologies. Further, we also have our in-house data forecasting model to predict market growth up to 2027.


How you may use our products:

• Correctly Positioning New Products
• Market Entry Strategies
• Business Expansion Strategies
• Consumer Insights
• Understanding Competition Scenario
• Product & Brand Management
• Channel & Customer Management
• Identifying Appropriate Advertising Appeals

Table of Content

1 Report Overview

1.1 Study Scope

1.2 Key Market Segments

1.3 Regulatory Scenario by Region/Country

1.4 Market Investment Scenario Strategic

1.5 Market Analysis by Type

1.5.1 Global AI in Agriculture Market Share by Type (2020-2026)

1.5.2 Machine Learning

1.5.3 Computer Vision

1.5.4 Predictive Analytics

1.6 Market by Application

1.6.1 Global AI in Agriculture Market Share by Application (2020-2026)

1.6.2 Precision Farming

1.6.3 Drone Analytics

1.6.4 Agriculture Robots

1.6.5 Livestock Monitoring

1.7 AI in Agriculture Industry Development Trends under COVID-19 Outbreak

1.7.1 Global COVID-19 Status Overview

1.7.2 Influence of COVID-19 Outbreak on AI in Agriculture Industry Development

2. Global Market Growth Trends

2.1 Industry Trends

2.1.1 SWOT Analysis

2.1.2 Porter’s Five Forces Analysis

2.2 Potential Market and Growth Potential Analysis

2.3 Industry News and Policies by Regions

2.3.1 Industry News

2.3.2 Industry Policies

2.4 Industry Trends Under COVID-19

3 Value Chain of AI in Agriculture Market

3.1 Value Chain Status

3.2 AI in Agriculture Manufacturing Cost Structure Analysis

3.2.1 Production Process Analysis

3.2.2 Manufacturing Cost Structure of AI in Agriculture

3.2.3 Labor Cost of AI in Agriculture

3.2.3.1 Labor Cost of AI in Agriculture Under COVID-19

3.3 Sales and Marketing Model Analysis

3.4 Downstream Major Customer Analysis (by Region)

3.5 Value Chain Status Under COVID-19

4 Players Profiles

4.1 Deere & Company

4.1.1 Deere & Company Basic Information

4.1.2 AI in Agriculture Product Profiles, Application and Specification

4.1.3 Deere & Company AI in Agriculture Market Performance (2015-2020)

4.1.4 Deere & Company Business Overview

4.2 Prospera

4.2.1 Prospera Basic Information

4.2.2 AI in Agriculture Product Profiles, Application and Specification

4.2.3 Prospera AI in Agriculture Market Performance (2015-2020)

4.2.4 Prospera Business Overview

4.3 IBM

4.3.1 IBM Basic Information

4.3.2 AI in Agriculture Product Profiles, Application and Specification

4.3.3 IBM AI in Agriculture Market Performance (2015-2020)

4.3.4 IBM Business Overview

4.4 Farmbot

4.4.1 Farmbot Basic Information

4.4.2 AI in Agriculture Product Profiles, Application and Specification

4.4.3 Farmbot AI in Agriculture Market Performance (2015-2020)

4.4.4 Farmbot Business Overview

4.5 Gamaya

4.5.1 Gamaya Basic Information

4.5.2 AI in Agriculture Product Profiles, Application and Specification

4.5.3 Gamaya AI in Agriculture Market Performance (2015-2020)

4.5.4 Gamaya Business Overview

4.6 Mavrx

4.6.1 Mavrx Basic Information

4.6.2 AI in Agriculture Product Profiles, Application and Specification

4.6.3 Mavrx AI in Agriculture Market Performance (2015-2020)

4.6.4 Mavrx Business Overview

4.7 Precision Hawk

4.7.1 Precision Hawk Basic Information

4.7.2 AI in Agriculture Product Profiles, Application and Specification

4.7.3 Precision Hawk AI in Agriculture Market Performance (2015-2020)

4.7.4 Precision Hawk Business Overview

4.8 Cainthus

4.8.1 Cainthus Basic Information

4.8.2 AI in Agriculture Product Profiles, Application and Specification

4.8.3 Cainthus AI in Agriculture Market Performance (2015-2020)

4.8.4 Cainthus Business Overview

4.9 Resson

4.9.1 Resson Basic Information

4.9.2 AI in Agriculture Product Profiles, Application and Specification

4.9.3 Resson AI in Agriculture Market Performance (2015-2020)

4.9.4 Resson Business Overview

4.10 Awhere

4.10.1 Awhere Basic Information

4.10.2 AI in Agriculture Product Profiles, Application and Specification

4.10.3 Awhere AI in Agriculture Market Performance (2015-2020)

4.10.4 Awhere Business Overview

4.11 Skysquirrel Technologies

4.11.1 Skysquirrel Technologies Basic Information

4.11.2 AI in Agriculture Product Profiles, Application and Specification

4.11.3 Skysquirrel Technologies AI in Agriculture Market Performance (2015-2020)

4.11.4 Skysquirrel Technologies Business Overview

4.12 Ec2ce

4.12.1 Ec2ce Basic Information

4.12.2 AI in Agriculture Product Profiles, Application and Specification

4.12.3 Ec2ce AI in Agriculture Market Performance (2015-2020)

4.12.4 Ec2ce Business Overview

4.13 Vision Robotics

4.13.1 Vision Robotics Basic Information

4.13.2 AI in Agriculture Product Profiles, Application and Specification

4.13.3 Vision Robotics AI in Agriculture Market Performance (2015-2020)

4.13.4 Vision Robotics Business Overview

4.14 Connecterra

4.14.1 Connecterra Basic Information

4.14.2 AI in Agriculture Product Profiles, Application and Specification

4.14.3 Connecterra AI in Agriculture Market Performance (2015-2020)

4.14.4 Connecterra Business Overview

4.15 Granular

4.15.1 Granular Basic Information

4.15.2 AI in Agriculture Product Profiles, Application and Specification

4.15.3 Granular AI in Agriculture Market Performance (2015-2020)

4.15.4 Granular Business Overview

4.16 Microsoft

4.16.1 Microsoft Basic Information

4.16.2 AI in Agriculture Product Profiles, Application and Specification

4.16.3 Microsoft AI in Agriculture Market Performance (2015-2020)

4.16.4 Microsoft Business Overview

4.17 Agribotix

4.17.1 Agribotix Basic Information

4.17.2 AI in Agriculture Product Profiles, Application and Specification

4.17.3 Agribotix AI in Agriculture Market Performance (2015-2020)

4.17.4 Agribotix Business Overview

4.18 Descartes Labs

4.18.1 Descartes Labs Basic Information

4.18.2 AI in Agriculture Product Profiles, Application and Specification

4.18.3 Descartes Labs AI in Agriculture Market Performance (2015-2020)

4.18.4 Descartes Labs Business Overview

4.19 Tule Technologies

4.19.1 Tule Technologies Basic Information

4.19.2 AI in Agriculture Product Profiles, Application and Specification

4.19.3 Tule Technologies AI in Agriculture Market Performance (2015-2020)

4.19.4 Tule Technologies Business Overview

4.20 The Climate Corporation (Subsidiary of Monsanto)

4.20.1 The Climate Corporation (Subsidiary of Monsanto) Basic Information

4.20.2 AI in Agriculture Product Profiles, Application and Specification

4.20.3 The Climate Corporation (Subsidiary of Monsanto) AI in Agriculture Market Performance (2015-2020)

4.20.4 The Climate Corporation (Subsidiary of Monsanto) Business Overview

5 Global AI in Agriculture Market Analysis by Regions

5.1 Global AI in Agriculture Sales, Revenue and Market Share by Regions

5.1.1 Global AI in Agriculture Sales by Regions (2015-2020)

5.1.2 Global AI in Agriculture Revenue by Regions (2015-2020)

5.2 North America AI in Agriculture Sales and Growth Rate (2015-2020)

5.3 Europe AI in Agriculture Sales and Growth Rate (2015-2020)

5.4 Asia-Pacific AI in Agriculture Sales and Growth Rate (2015-2020)

5.5 Middle East and Africa AI in Agriculture Sales and Growth Rate (2015-2020)

5.6 South America AI in Agriculture Sales and Growth Rate (2015-2020)

6 North America AI in Agriculture Market Analysis by Countries

6.1 North America AI in Agriculture Sales, Revenue and Market Share by Countries

6.1.1 North America AI in Agriculture Sales by Countries (2015-2020)

6.1.2 North America AI in Agriculture Revenue by Countries (2015-2020)

6.1.3 North America AI in Agriculture Market Under COVID-19

6.2 United States AI in Agriculture Sales and Growth Rate (2015-2020)

6.2.1 United States AI in Agriculture Market Under COVID-19

6.3 Canada AI in Agriculture Sales and Growth Rate (2015-2020)

6.4 Mexico AI in Agriculture Sales and Growth Rate (2015-2020)

7 Europe AI in Agriculture Market Analysis by Countries

7.1 Europe AI in Agriculture Sales, Revenue and Market Share by Countries

7.1.1 Europe AI in Agriculture Sales by Countries (2015-2020)

7.1.2 Europe AI in Agriculture Revenue by Countries (2015-2020)

7.1.3 Europe AI in Agriculture Market Under COVID-19

7.2 Germany AI in Agriculture Sales and Growth Rate (2015-2020)

7.2.1 Germany AI in Agriculture Market Under COVID-19

7.3 UK AI in Agriculture Sales and Growth Rate (2015-2020)

7.3.1 UK AI in Agriculture Market Under COVID-19

7.4 France AI in Agriculture Sales and Growth Rate (2015-2020)

7.4.1 France AI in Agriculture Market Under COVID-19

7.5 Italy AI in Agriculture Sales and Growth Rate (2015-2020)

7.5.1 Italy AI in Agriculture Market Under COVID-19

7.6 Spain AI in Agriculture Sales and Growth Rate (2015-2020)

7.6.1 Spain AI in Agriculture Market Under COVID-19

7.7 Russia AI in Agriculture Sales and Growth Rate (2015-2020)

7.7.1 Russia AI in Agriculture Market Under COVID-19

8 Asia-Pacific AI in Agriculture Market Analysis by Countries

8.1 Asia-Pacific AI in Agriculture Sales, Revenue and Market Share by Countries

8.1.1 Asia-Pacific AI in Agriculture Sales by Countries (2015-2020)

8.1.2 Asia-Pacific AI in Agriculture Revenue by Countries (2015-2020)

8.1.3 Asia-Pacific AI in Agriculture Market Under COVID-19

8.2 China AI in Agriculture Sales and Growth Rate (2015-2020)

8.2.1 China AI in Agriculture Market Under COVID-19

8.3 Japan AI in Agriculture Sales and Growth Rate (2015-2020)

8.3.1 Japan AI in Agriculture Market Under COVID-19

8.4 South Korea AI in Agriculture Sales and Growth Rate (2015-2020)

8.4.1 South Korea AI in Agriculture Market Under COVID-19

8.5 Australia AI in Agriculture Sales and Growth Rate (2015-2020)

8.6 India AI in Agriculture Sales and Growth Rate (2015-2020)

8.6.1 India AI in Agriculture Market Under COVID-19

8.7 Southeast Asia AI in Agriculture Sales and Growth Rate (2015-2020)

8.7.1 Southeast Asia AI in Agriculture Market Under COVID-19

9 Middle East and Africa AI in Agriculture Market Analysis by Countries

9.1 Middle East and Africa AI in Agriculture Sales, Revenue and Market Share by Countries

9.1.1 Middle East and Africa AI in Agriculture Sales by Countries (2015-2020)

9.1.2 Middle East and Africa AI in Agriculture Revenue by Countries (2015-2020)

9.1.3 Middle East and Africa AI in Agriculture Market Under COVID-19

9.2 Saudi Arabia AI in Agriculture Sales and Growth Rate (2015-2020)

9.3 UAE AI in Agriculture Sales and Growth Rate (2015-2020)

9.4 Egypt AI in Agriculture Sales and Growth Rate (2015-2020)

9.5 Nigeria AI in Agriculture Sales and Growth Rate (2015-2020)

9.6 South Africa AI in Agriculture Sales and Growth Rate (2015-2020)

10 South America AI in Agriculture Market Analysis by Countries

10.1 South America AI in Agriculture Sales, Revenue and Market Share by Countries

10.1.1 South America AI in Agriculture Sales by Countries (2015-2020)

10.1.2 South America AI in Agriculture Revenue by Countries (2015-2020)

10.1.3 South America AI in Agriculture Market Under COVID-19

10.2 Brazil AI in Agriculture Sales and Growth Rate (2015-2020)

10.2.1 Brazil AI in Agriculture Market Under COVID-19

10.3 Argentina AI in Agriculture Sales and Growth Rate (2015-2020)

10.4 Columbia AI in Agriculture Sales and Growth Rate (2015-2020)

10.5 Chile AI in Agriculture Sales and Growth Rate (2015-2020)

11 Global AI in Agriculture Market Segment by Types

11.1 Global AI in Agriculture Sales, Revenue and Market Share by Types (2015-2020)

11.1.1 Global AI in Agriculture Sales and Market Share by Types (2015-2020)

11.1.2 Global AI in Agriculture Revenue and Market Share by Types (2015-2020)

11.2 Machine Learning Sales and Price (2015-2020)

11.3 Computer Vision Sales and Price (2015-2020)

11.4 Predictive Analytics Sales and Price (2015-2020)

12 Global AI in Agriculture Market Segment by Applications

12.1 Global AI in Agriculture Sales, Revenue and Market Share by Applications (2015-2020)

12.1.1 Global AI in Agriculture Sales and Market Share by Applications (2015-2020)

12.1.2 Global AI in Agriculture Revenue and Market Share by Applications (2015-2020)

12.2 Precision Farming Sales, Revenue and Growth Rate (2015-2020)

12.3 Drone Analytics Sales, Revenue and Growth Rate (2015-2020)

12.4 Agriculture Robots Sales, Revenue and Growth Rate (2015-2020)

12.5 Livestock Monitoring Sales, Revenue and Growth Rate (2015-2020)

13 AI in Agriculture Market Forecast by Regions (2020-2026)

13.1 Global AI in Agriculture Sales, Revenue and Growth Rate (2020-2026)

13.2 AI in Agriculture Market Forecast by Regions (2020-2026)

13.2.1 North America AI in Agriculture Market Forecast (2020-2026)

13.2.2 Europe AI in Agriculture Market Forecast (2020-2026)

13.2.3 Asia-Pacific AI in Agriculture Market Forecast (2020-2026)

13.2.4 Middle East and Africa AI in Agriculture Market Forecast (2020-2026)

13.2.5 South America AI in Agriculture Market Forecast (2020-2026)

13.3 AI in Agriculture Market Forecast by Types (2020-2026)

13.4 AI in Agriculture Market Forecast by Applications (2020-2026)

13.5 AI in Agriculture Market Forecast Under COVID-19

14 Appendix

14.1 Methodology

14.2 Research Data Source

List of Tables and Figures

Table Global AI in Agriculture Market Size Growth Rate by Type (2020-2026)

Figure Global AI in Agriculture Market Share by Type in 2019 & 2026

Figure Machine Learning Features

Figure Computer Vision Features

Figure Predictive Analytics Features

Table Global AI in Agriculture Market Size Growth by Application (2020-2026)

Figure Global AI in Agriculture Market Share by Application in 2019 & 2026

Figure Precision Farming Description

Figure Drone Analytics Description

Figure Agriculture Robots Description

Figure Livestock Monitoring Description

Figure Global COVID-19 Status Overview

Table Influence of COVID-19 Outbreak on AI in Agriculture Industry Development

Table SWOT Analysis

Figure Porter's Five Forces Analysis

Figure Global AI in Agriculture Market Size and Growth Rate 2015-2026

Table Industry News

Table Industry Policies

Figure Value Chain Status of AI in Agriculture

Figure Production Process of AI in Agriculture

Figure Manufacturing Cost Structure of AI in Agriculture

Figure Major Company Analysis (by Business Distribution Base, by Product Type)

Table Downstream Major Customer Analysis (by Region)

Table Deere & Company Profile

Table Deere & Company Production, Value, Price, Gross Margin 2015-2020

Table Prospera Profile

Table Prospera Production, Value, Price, Gross Margin 2015-2020

Table IBM Profile

Table IBM Production, Value, Price, Gross Margin 2015-2020

Table Farmbot Profile

Table Farmbot Production, Value, Price, Gross Margin 2015-2020

Table Gamaya Profile

Table Gamaya Production, Value, Price, Gross Margin 2015-2020

Table Mavrx Profile

Table Mavrx Production, Value, Price, Gross Margin 2015-2020

Table Precision Hawk Profile

Table Precision Hawk Production, Value, Price, Gross Margin 2015-2020

Table Cainthus Profile

Table Cainthus Production, Value, Price, Gross Margin 2015-2020

Table Resson Profile

Table Resson Production, Value, Price, Gross Margin 2015-2020

Table Awhere Profile

Table Awhere Production, Value, Price, Gross Margin 2015-2020

Table Skysquirrel Technologies Profile

Table Skysquirrel Technologies Production, Value, Price, Gross Margin 2015-2020

Table Ec2ce Profile

Table Ec2ce Production, Value, Price, Gross Margin 2015-2020

Table Vision Robotics Profile

Table Vision Robotics Production, Value, Price, Gross Margin 2015-2020

Table Connecterra Profile

Table Connecterra Production, Value, Price, Gross Margin 2015-2020

Table Granular Profile

Table Granular Production, Value, Price, Gross Margin 2015-2020

Table Microsoft Profile

Table Microsoft Production, Value, Price, Gross Margin 2015-2020

Table Agribotix Profile

Table Agribotix Production, Value, Price, Gross Margin 2015-2020

Table Descartes Labs Profile

Table Descartes Labs Production, Value, Price, Gross Margin 2015-2020

Table Tule Technologies Profile

Table Tule Technologies Production, Value, Price, Gross Margin 2015-2020

Table The Climate Corporation (Subsidiary of Monsanto) Profile

Table The Climate Corporation (Subsidiary of Monsanto) Production, Value, Price, Gross Margin 2015-2020

Figure Global AI in Agriculture Sales and Growth Rate (2015-2020)

Figure Global AI in Agriculture Revenue ($) and Growth (2015-2020)

Table Global AI in Agriculture Sales by Regions (2015-2020)

Table Global AI in Agriculture Sales Market Share by Regions (2015-2020)

Table Global AI in Agriculture Revenue ($) by Regions (2015-2020)

Table Global AI in Agriculture Revenue Market Share by Regions (2015-2020)

Table Global AI in Agriculture Revenue Market Share by Regions in 2015

Table Global AI in Agriculture Revenue Market Share by Regions in 2019

Figure North America AI in Agriculture Sales and Growth Rate (2015-2020)

Figure Europe AI in Agriculture Sales and Growth Rate (2015-2020)

Figure Asia-Pacific AI in Agriculture Sales and Growth Rate (2015-2020)

Figure Middle East and Africa AI in Agriculture Sales and Growth Rate (2015-2020)

Figure South America AI in Agriculture Sales and Growth Rate (2015-2020)

Figure North America AI in Agriculture Revenue ($) and Growth (2015-2020)

Table North America AI in Agriculture Sales by Countries (2015-2020)

Table North America AI in Agriculture Sales Market Share by Countries (2015-2020)

Figure North America AI in Agriculture Sales Market Share by Countries in 2015

Figure North America AI in Agriculture Sales Market Share by Countries in 2019

Table North America AI in Agriculture Revenue ($) by Countries (2015-2020)

Table North America AI in Agriculture Revenue Market Share by Countries (2015-2020)

Figure North America AI in Agriculture Revenue Market Share by Countries in 2015

Figure North America AI in Agriculture Revenue Market Share by Countries in 2019

Figure United States AI in Agriculture Sales and Growth Rate (2015-2020)

Figure Canada AI in Agriculture Sales and Growth Rate (2015-2020)

Figure Mexico AI in Agriculture Sales and Growth (2015-2020)

Figure Europe AI in Agriculture Revenue ($) Growth (2015-2020)

Table Europe AI in Agriculture Sales by Countries (2015-2020)

Table Europe AI in Agriculture Sales Market Share by Countries (2015-2020)

Figure Europe AI in Agriculture Sales Market Share by Countries in 2015

Figure Europe AI in Agriculture Sales Market Share by Countries in 2019

Table Europe AI in Agriculture Revenue ($) by Countries (2015-2020)

Table Europe AI in Agriculture Revenue Market Share by Countries (2015-2020)

Figure Europe AI in Agriculture Revenue Market Share by Countries in 2015

Figure Europe AI in Agriculture Revenue Market Share by Countries in 2019

Figure Germany AI in Agriculture Sales and Growth Rate (2015-2020)

Figure UK AI in Agriculture Sales and Growth Rate (2015-2020)

Figure France AI in Agriculture Sales and Growth Rate (2015-2020)

Figure Italy AI in Agriculture Sales and Growth Rate (2015-2020)

Figure Spain AI in Agriculture Sales and Growth Rate (2015-2020)

Figure Russia AI in Agriculture Sales and Growth Rate (2015-2020)

Figure Asia-Pacific AI in Agriculture Revenue ($) and Growth (2015-2020)

Table Asia-Pacific AI in Agriculture Sales by Countries (2015-2020)

Table Asia-Pacific AI in Agriculture Sales Market Share by Countries (2015-2020)

Figure Asia-Pacific AI in Agriculture Sales Market Share by Countries in 2015

Figure Asia-Pacific AI in Agriculture Sales Market Share by Countries in 2019

Table Asia-Pacific AI in Agriculture Revenue ($) by Countries (2015-2020)

Table Asia-Pacific AI in Agriculture Revenue Market Share by Countries (2015-2020)

Figure Asia-Pacific AI in Agriculture Revenue Market Share by Countries in 2015

Figure Asia-Pacific AI in Agriculture Revenue Market Share by Countries in 2019

Figure China AI in Agriculture Sales and Growth Rate (2015-2020)

Figure Japan AI in Agriculture Sales and Growth Rate (2015-2020)

Figure South Korea AI in Agriculture Sales and Growth Rate (2015-2020)

Figure Australia AI in Agriculture Sales and Growth Rate (2015-2020)

Figure India AI in Agriculture Sales and Growth Rate (2015-2020)

Figure Southeast Asia AI in Agriculture Sales and Growth Rate (2015-2020)

Figure Middle East and Africa AI in Agriculture Revenue ($) and Growth (2015-2020)

Table Middle East and Africa AI in Agriculture Sales by Countries (2015-2020)

Table Middle East and Africa AI in Agriculture Sales Market Share by Countries (2015-2020)

Table Middle East and Africa AI in Agriculture Revenue ($) by Countries (2015-2020)

Table Middle East and Africa AI in Agriculture Revenue Market Share by Countries (2015-2020)

Figure Middle East and Africa AI in Agriculture Revenue Market Share by Countries in 2015

Figure Middle East and Africa AI in Agriculture Revenue Market Share by Countries in 2019

Figure Saudi Arabia AI in Agriculture Sales and Growth Rate (2015-2020)

Figure UAE AI in Agriculture Sales and Growth Rate (2015-2020)

Figure Egypt AI in Agriculture Sales and Growth Rate (2015-2020)

Figure Nigeria AI in Agriculture Sales and Growth Rate (2015-2020)

Figure South Africa AI in Agriculture Sales and Growth Rate (2015-2020)

Figure South America AI in Agriculture Revenue ($) and Growth (2015-2020)

Table South America AI in Agriculture Sales by Countries (2015-2020)

Table South America AI in Agriculture Sales Market Share by Countries (2015-2020)

Table South America AI in Agriculture Revenue ($) by Countries (2015-2020)

Table South America AI in Agriculture Revenue Market Share by Countries (2015-2020)

Figure South America AI in Agriculture Revenue Market Share by Countries in 2015

Figure South America AI in Agriculture Revenue Market Share by Countries in 2019

Figure Brazil AI in Agriculture Sales and Growth Rate (2015-2020)

Figure Argentina AI in Agriculture Sales and Growth Rate (2015-2020)

Figure Columbia AI in Agriculture Sales and Growth Rate (2015-2020)

Figure Chile AI in Agriculture Sales and Growth Rate (2015-2020)

Table Global AI in Agriculture Sales by Types (2015-2020)

Table Global AI in Agriculture Sales Share by Types (2015-2020)

Table Global AI in Agriculture Revenue ($) by Types (2015-2020)

Table Global AI in Agriculture Revenue Share by Types (2015-2020)

Figure Global Machine Learning Sales and Growth Rate (2015-2020)

Figure Global Machine Learning Price (2015-2020)

Figure Global Computer Vision Sales and Growth Rate (2015-2020)

Figure Global Computer Vision Price (2015-2020)

Figure Global Predictive Analytics Sales and Growth Rate (2015-2020)

Figure Global Predictive Analytics Price (2015-2020)

Table Global AI in Agriculture Sales by Applications (2015-2020)

Table Global AI in Agriculture Sales Share by Applications (2015-2020)

Figure Global Precision Farming Sales and Growth Rate (2015-2020)

Figure Global Precision Farming Revenue and Growth Rate (2015-2020)

Figure Global Drone Analytics Sales and Growth Rate (2015-2020)

Figure Global Drone Analytics Revenue and Growth Rate (2015-2020)

Figure Global Agriculture Robots Sales and Growth Rate (2015-2020)

Figure Global Agriculture Robots Revenue and Growth Rate (2015-2020)

Figure Global Livestock Monitoring Sales and Growth Rate (2015-2020)

Figure Global Livestock Monitoring Revenue and Growth Rate (2015-2020)

Figure Global AI in Agriculture Sales and Growth Rate (2020-2026)

Figure Global AI in Agriculture Revenue ($) and Growth Rate (2020-2026)

Table Global AI in Agriculture Sales Forecast by Regions (2020-2026)

Table Global AI in Agriculture Revenue Forecast by Regions (2020-2026)

Figure North America AI in Agriculture Sales Forecast (2020-2026)

Figure North America AI in Agriculture Revenue Forecast (2020-2026)

Figure Europe AI in Agriculture Sales Forecast (2020-2026)

Figure Europe AI in Agriculture Revenue Forecast (2020-2026)

Figure Asia-Pacific AI in Agriculture Sales Forecast (2020-2026)

Figure Asia-Pacific AI in Agriculture Revenue Forecast (2020-2026)

Figure Middle East and Africa AI in Agriculture Sales Forecast (2020-2026)

Figure Middle East and Africa AI in Agriculture Revenue Forecast (2020-2026)

Figure South America AI in Agriculture Sales Forecast (2020-2026)

Figure South America AI in Agriculture Revenue Forecast (2020-2026)

Table Global AI in Agriculture Sales Forecast by Types (2020-2026)

Table Global AI in Agriculture Sales Market Share Forecast by Types (2020-2026)

Table Global AI in Agriculture Revenue Forecast by Types (2020-2026)

Table Global AI in Agriculture Revenue Market Share Forecast by Types (2020-2026)

Table Global AI in Agriculture Sales Forecast by Applications (2020-2026)

Table Global AI in Agriculture Sales Market Share Forecast by Applications (2020-2026)

Table Global AI in Agriculture Revenue Forecast by Applications (2020-2026)

Table Global AI in Agriculture Revenue Market Share Forecast by Applications (2020-2026)

Methodology/Research Approach

This research study involved the extensive usage of both primary and secondary data sources. The research process involved the study of various factors affecting the industry, including the government policy, market environment, competitive landscape, historical data, present trends in the market, technological innovation, upcoming technologies and the technical progress in related industry, and market risks, opportunities, market barriers and challenges. The following illustrative figure shows the market research methodology applied in this report.

Research Programs/Design

Historical Data (2015-2019)	Industry Trends Competitive Landscape By Company Expansion Mergers and Acquisitions Market Segment by Type by Application By Regions/ Geography	Value Status and Outlook Value for Major Players Market Share Growth Rate Present Situation Analysis Value Market Share Growth Rate Present Situation Analysis
Influencing Factors	Market Environment Government Policy Technological Changes Market Risks	Market Drivers Growing Demand of Downstream Reduction in Cost
Market Forecast (2021-2026)	Overall Size by Type by Application By Regions/Geography	Key Data (Value) Market Share Growth Rate CAGR (2021-2026)

Market Size Estimation

Top-down and bottom-up approaches are used to validate the global Voluntary Carbon Offset market size market and estimate the market size for Company, regions segments, product segments and Application (end users).

The market estimations in this report are based on the marketed sale price of Voluntary Carbon Offset (excluding any discounts provided by the player, distributor, wholesaler or traders). The percentage splits, market share, and breakdowns of the product segments are derived on the basis of weights assigned to each of the segments on the basis of their utilization rate and average sale price. The regional splits of the overall Voluntary Carbon Offset market and its sub-segments are based on the percentage adoption or utilization of the given product in the respective region or country.

Major Company in the market is identified through secondary research and their market revenues determined through primary and secondary research. Secondary research included the research of the annual and financial reports of the top Company; whereas, primary research included extensive interviews of key opinion leaders and industry experts such as experienced front-line staff, directors, CEOs and marketing executives. The percentage splits, market share, Growth Rate and breakdowns of the product markets are determined through using secondary sources and verified through the primary sources.

All possible factors that influence the markets included in this research study have been accounted for, viewed in extensive detail, verified through primary research, and analyzed to get the final quantitative and qualitative data. The market size for top-level markets and sub-segments is normalized, and the effect of inflation, economic downturns, and regulatory & policy changes or other factors are not accounted for in the market forecast. This data is combined and added with detailed inputs and analysis from Market Intellix and presented in this report

The following figure shows an illustrative representation of the overall market size estimation process used for this study.

Market Breakdown and Data Triangulation

After complete market engineering with calculations for market statistics; market size estimations; market forecasting; market breakdown; and data triangulation, extensive primary research was conducted to gather information and verify and validate the critical numbers arrived at. In the complete market engineering process, both top-down and bottom-up approaches were extensively used, along with several data triangulation methods, to perform market estimation and market forecasting for the overall market segments and sub-segments listed in this report. Extensive qualitative and further quantitative analysis is also done from all the numbers arrived at in the complete market engineering process to list key information throughout the report.

Data Source

Secondary Sources

Secondary sources include such as press releases, annual reports, non-profit organizations, industry associations, governmental agencies and customs data, etc. This research study involves the usage of widespread secondary sources, directories, databases such as Bloomberg Business, Wind Info, Hoovers, Factiva (Dow Jones & Company), and TRADING ECONOMICS, and News Network, statista, Federal Reserve Economic Data, annual reports, BIS Statistics, ICIS; company house documents; CAS(American Chemical Society); investor presentations; and SEC filings of companies. Secondary research was used to identify and collect information useful for the extensive, technical, market-oriented, and Hospitals study of the Voluntary Carbon Offset market. It was also used to obtain important information about the top companies, market classification and segmentation according to industry trends to the bottom-most level, and key developments related to market and technology perspectives.

Market Size	Segmental value Geographic Penetration Product Adoption Rate for Different market	Journals, Websites, and Press Releases Annual Reports and SEC Filings Company Websites and Press Releases Public and Paid Databases Market Intellix Data Repository
Market Position of Top Company	Product Financials Geographic value Mix Total Company value Business/Segmental value Mix
Qualitative Analysis	Influence Factors Market Potential Market Risks and Opportunities Industry Trends Geographical Features Government Policies	Company Websites and Press Releases Public and Paid Databases Annual Reports Industry Associations Market Intellix Data Repository

Primary Sources

In the primary research process, various sources from both the supply and demand sides were interviewed to obtain qualitative and quantitative information for this report. The primary sources from the supply side include product Company (and their competitors), opinion leaders, industry experts, research institutions, distributors, dealer and traders, as well as the raw materials suppliers and producers, etc.

The primary sources from the demand side include industry experts such as business leaders, marketing and sales directors, technology and innovation directors, supply chain executive, end use (product buyers), and related key executives from various key companies and organizations operating in the global market.

Primary research was conducted to identify segmentation Type, product price range, product Application, key Company, raw materials supply and the downstream demand, industry status and outlook, and key market dynamics such as risks, influence factors, opportunities, market barriers, industry trends, and key player strategies.

Key Executives Interviewed

Key Data Information from Primary Sources

Primary Sources	Parameters	Key Data
Market Segments(by Application, by Type)	Value by Type Status and Forecast Value by Application Value by Regions, Status and Forecast (2021-2026)	Value Market Share by Type Value Growth Rate by Type Value by Application Percentage and Growth Rate by Application Value Growth Rate and Market Share by Regions Market Size Status and Forecast (2021-2026)
Total Market	Overall Size, Status and Forecast	Market Size Status and Forecast (2021-2026)