Research Predicts that Artificial Intelligence (AI) in Agriculture Market was valued USD xxxx unit in 2020 and is expected to reach USD xxxx Unit by the year 2025, growing at a CAGR of xx% globally.

Global Artificial Intelligence (AI) in Agriculture Market Overview:

Global Artificial Intelligence (AI) in Agriculture Market Report 2020 comes with the extensive industry analysis of development components, patterns, flows and sizes. The report also calculates present and past market values to forecast potential market management through the forecast period between 2020-2025.This research study of Artificial Intelligence (AI) in Agriculture involved the extensive usage of both primary and secondary data sources. This includes the study of various parameters 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.

Impact of COVID-19 on Artificial Intelligence (AI) in Agriculture Market

Since the COVID-19 virus outbreak in December 2019, the disease has spread to almost every country around the globe with the World Health Organization declaring it a public health emergency. The global impacts of the coronavirus disease 2019 (COVID-19) are already starting to be felt, and will significantly affected the Artificial Intelligence (AI) in Agriculture market in 2020.

Global Artificial Intelligence (AI) in Agriculture Market Segmentation

By Type, Artificial Intelligence (AI) in Agriculture market has been segmented into:

Machine Learning

Computer Vision

Predictive Analytics

By Application, Artificial Intelligence (AI) in Agriculture market has been segmented into:

Precision Farming

Livestock Monitoring

Drone Analytics

Agriculture Robots

Others

Regional Analysis:

North America (U.S., Canada, Mexico)

Europe (Germany, U.K., France, Italy, Russia, Spain etc.)

Asia-Pacific (China, India, Japan, Southeast Asia etc.)

South America (Brazil, Argentina etc.)

Middle East & Africa (Saudi Arabia, South Africa etc.)

Top Key Players Covered in Artificial Intelligence (AI) in Agriculture market are:

IBM

Intel

Microsoft

SAP

Agribotix

The Climate Corporation

Mavrx

aWhere

Precision Hawk

Granular

Prospera Technologies

Spensa Technologies

Resson

Vision Robotics

Harvest Croo Robotics

CropX

John Deere

Gamaya

Cainthus

1. Market Overview of Artificial Intelligence (AI) in Agriculture

1.1 Artificial Intelligence (AI) in Agriculture Market Overview

1.1.1 Artificial Intelligence (AI) in Agriculture Product Scope

1.1.2 Market Status and Outlook

1.2 Artificial Intelligence (AI) in Agriculture Market Size by Regions: 2015 VS 2021 VS 2026

1.3 Artificial Intelligence (AI) in Agriculture Historic Market Size by Regions (2015-2020)

1.4 Artificial Intelligence (AI) in Agriculture Forecasted Market Size by Regions (2021-2026)

1.5 Covid-19 Impact on Key Regions, Keyword Market Size YoY Growth (2015-2026)

1.5.1 North America

1.5.2 East Asia

1.5.3 Europe

1.5.4 South Asia

1.5.5 Southeast Asia

1.5.6 Middle East

1.5.7 Africa

1.5.8 Oceania

1.5.9 South America

1.5.10 Rest of the World

1.6 Coronavirus Disease 2019 (Covid-19) Impact Will Have a Severe Impact on Global Growth

1.6.1 Covid-19 Impact: Global GDP Growth, 2019, 2020 and 2021 Projections

1.6.2 Covid-19 Impact: Commodity Prices Indices

1.6.3 Covid-19 Impact: Global Major Government Policy

2. Covid-19 Impact Artificial Intelligence (AI) in Agriculture Sales Market by Type (2015-2026)

2.1 Global Artificial Intelligence (AI) in Agriculture Historic Market Size by Type (2015-2020)

2.2 Global Artificial Intelligence (AI) in Agriculture Forecasted Market Size by Type (2021-2026)

2.3 Machine Learning

2.4 Computer Vision

2.5 Predictive Analytics

3. Covid-19 Impact Artificial Intelligence (AI) in Agriculture Sales Market by Application (2015-2026)

3.1 Global Artificial Intelligence (AI) in Agriculture Historic Market Size by Application (2015-2020)

3.2 Global Artificial Intelligence (AI) in Agriculture Forecasted Market Size by Application (2021-2026)

3.3 Precision Farming

3.4 Livestock Monitoring

3.5 Drone Analytics

3.6 Agriculture Robots

3.7 Others

4. Covid-19 Impact Market Competition by Manufacturers

4.1 Global Artificial Intelligence (AI) in Agriculture Production Capacity Market Share by Manufacturers (2015-2020)

4.2 Global Artificial Intelligence (AI) in Agriculture Revenue Market Share by Manufacturers (2015-2020)

4.3 Global Artificial Intelligence (AI) in Agriculture Average Price by Manufacturers (2015-2020)

5. Company Profiles and Key Figures in Artificial Intelligence (AI) in Agriculture Business

5.1 IBM

5.1.1 IBM Company Profile

5.1.2 IBM Artificial Intelligence (AI) in Agriculture Product Specification

5.1.3 IBM Artificial Intelligence (AI) in Agriculture Production Capacity, Revenue, Price and Gross Margin (2015-2020)

5.2 Intel

5.2.1 Intel Company Profile

5.2.2 Intel Artificial Intelligence (AI) in Agriculture Product Specification

5.2.3 Intel Artificial Intelligence (AI) in Agriculture Production Capacity, Revenue, Price and Gross Margin (2015-2020)

5.3 Microsoft

5.3.1 Microsoft Company Profile

5.3.2 Microsoft Artificial Intelligence (AI) in Agriculture Product Specification

5.3.3 Microsoft Artificial Intelligence (AI) in Agriculture Production Capacity, Revenue, Price and Gross Margin (2015-2020)

5.4 SAP

5.4.1 SAP Company Profile

5.4.2 SAP Artificial Intelligence (AI) in Agriculture Product Specification

5.4.3 SAP Artificial Intelligence (AI) in Agriculture Production Capacity, Revenue, Price and Gross Margin (2015-2020)

5.5 Agribotix

5.5.1 Agribotix Company Profile

5.5.2 Agribotix Artificial Intelligence (AI) in Agriculture Product Specification

5.5.3 Agribotix Artificial Intelligence (AI) in Agriculture Production Capacity, Revenue, Price and Gross Margin (2015-2020)

5.6 The Climate Corporation

5.6.1 The Climate Corporation Company Profile

5.6.2 The Climate Corporation Artificial Intelligence (AI) in Agriculture Product Specification

5.6.3 The Climate Corporation Artificial Intelligence (AI) in Agriculture Production Capacity, Revenue, Price and Gross Margin (2015-2020)

5.7 Mavrx

5.7.1 Mavrx Company Profile

5.7.2 Mavrx Artificial Intelligence (AI) in Agriculture Product Specification

5.7.3 Mavrx Artificial Intelligence (AI) in Agriculture Production Capacity, Revenue, Price and Gross Margin (2015-2020)

5.8 aWhere

5.8.1 aWhere Company Profile

5.8.2 aWhere Artificial Intelligence (AI) in Agriculture Product Specification

5.8.3 aWhere Artificial Intelligence (AI) in Agriculture Production Capacity, Revenue, Price and Gross Margin (2015-2020)

5.9 Precision Hawk

5.9.1 Precision Hawk Company Profile

5.9.2 Precision Hawk Artificial Intelligence (AI) in Agriculture Product Specification

5.9.3 Precision Hawk Artificial Intelligence (AI) in Agriculture Production Capacity, Revenue, Price and Gross Margin (2015-2020)

5.10 Granular

5.10.1 Granular Company Profile

5.10.2 Granular Artificial Intelligence (AI) in Agriculture Product Specification

5.10.3 Granular Artificial Intelligence (AI) in Agriculture Production Capacity, Revenue, Price and Gross Margin (2015-2020)

5.11 Prospera Technologies

5.11.1 Prospera Technologies Company Profile

5.11.2 Prospera Technologies Artificial Intelligence (AI) in Agriculture Product Specification

5.11.3 Prospera Technologies Artificial Intelligence (AI) in Agriculture Production Capacity, Revenue, Price and Gross Margin (2015-2020)

5.12 Spensa Technologies

5.12.1 Spensa Technologies Company Profile

5.12.2 Spensa Technologies Artificial Intelligence (AI) in Agriculture Product Specification

5.12.3 Spensa Technologies Artificial Intelligence (AI) in Agriculture Production Capacity, Revenue, Price and Gross Margin (2015-2020)

5.13 Resson

5.13.1 Resson Company Profile

5.13.2 Resson Artificial Intelligence (AI) in Agriculture Product Specification

5.13.3 Resson Artificial Intelligence (AI) in Agriculture Production Capacity, Revenue, Price and Gross Margin (2015-2020)

5.14 Vision Robotics

5.14.1 Vision Robotics Company Profile

5.14.2 Vision Robotics Artificial Intelligence (AI) in Agriculture Product Specification

5.14.3 Vision Robotics Artificial Intelligence (AI) in Agriculture Production Capacity, Revenue, Price and Gross Margin (2015-2020)

5.15 Harvest Croo Robotics

5.15.1 Harvest Croo Robotics Company Profile

5.15.2 Harvest Croo Robotics Artificial Intelligence (AI) in Agriculture Product Specification

5.15.3 Harvest Croo Robotics Artificial Intelligence (AI) in Agriculture Production Capacity, Revenue, Price and Gross Margin (2015-2020)

5.16 CropX

5.16.1 CropX Company Profile

5.16.2 CropX Artificial Intelligence (AI) in Agriculture Product Specification

5.16.3 CropX Artificial Intelligence (AI) in Agriculture Production Capacity, Revenue, Price and Gross Margin (2015-2020)

5.17 John Deere

5.17.1 John Deere Company Profile

5.17.2 John Deere Artificial Intelligence (AI) in Agriculture Product Specification

5.17.3 John Deere Artificial Intelligence (AI) in Agriculture Production Capacity, Revenue, Price and Gross Margin (2015-2020)

5.18 Gamaya

5.18.1 Gamaya Company Profile

5.18.2 Gamaya Artificial Intelligence (AI) in Agriculture Product Specification

5.18.3 Gamaya Artificial Intelligence (AI) in Agriculture Production Capacity, Revenue, Price and Gross Margin (2015-2020)

5.19 Cainthus

5.19.1 Cainthus Company Profile

5.19.2 Cainthus Artificial Intelligence (AI) in Agriculture Product Specification

5.19.3 Cainthus Artificial Intelligence (AI) in Agriculture Production Capacity, Revenue, Price and Gross Margin (2015-2020)

6. North America

6.1 North America Artificial Intelligence (AI) in Agriculture Market Size (2015-2026)

6.2 North America Artificial Intelligence (AI) in Agriculture Key Players in North America (2015-2020)

6.3 North America Artificial Intelligence (AI) in Agriculture Market Size by Type (2015-2020)

6.4 North America Artificial Intelligence (AI) in Agriculture Market Size by Application (2015-2020)

7. East Asia

7.1 East Asia Artificial Intelligence (AI) in Agriculture Market Size (2015-2026)

7.2 East Asia Artificial Intelligence (AI) in Agriculture Key Players in North America (2015-2020)

7.3 East Asia Artificial Intelligence (AI) in Agriculture Market Size by Type (2015-2020)

7.4 East Asia Artificial Intelligence (AI) in Agriculture Market Size by Application (2015-2020)

8. Europe

8.1 Europe Artificial Intelligence (AI) in Agriculture Market Size (2015-2026)

8.2 Europe Artificial Intelligence (AI) in Agriculture Key Players in North America (2015-2020)

8.3 Europe Artificial Intelligence (AI) in Agriculture Market Size by Type (2015-2020)

8.4 Europe Artificial Intelligence (AI) in Agriculture Market Size by Application (2015-2020)

9. South Asia

9.1 South Asia Artificial Intelligence (AI) in Agriculture Market Size (2015-2026)

9.2 South Asia Artificial Intelligence (AI) in Agriculture Key Players in North America (2015-2020)

9.3 South Asia Artificial Intelligence (AI) in Agriculture Market Size by Type (2015-2020)

9.4 South Asia Artificial Intelligence (AI) in Agriculture Market Size by Application (2015-2020)

10. Southeast Asia

10.1 Southeast Asia Artificial Intelligence (AI) in Agriculture Market Size (2015-2026)

10.2 Southeast Asia Artificial Intelligence (AI) in Agriculture Key Players in North America (2015-2020)

10.3 Southeast Asia Artificial Intelligence (AI) in Agriculture Market Size by Type (2015-2020)

10.4 Southeast Asia Artificial Intelligence (AI) in Agriculture Market Size by Application (2015-2020)

11. Middle East

11.1 Middle East Artificial Intelligence (AI) in Agriculture Market Size (2015-2026)

11.2 Middle East Artificial Intelligence (AI) in Agriculture Key Players in North America (2015-2020)

11.3 Middle East Artificial Intelligence (AI) in Agriculture Market Size by Type (2015-2020)

11.4 Middle East Artificial Intelligence (AI) in Agriculture Market Size by Application (2015-2020)

12. Africa

12.1 Africa Artificial Intelligence (AI) in Agriculture Market Size (2015-2026)

12.2 Africa Artificial Intelligence (AI) in Agriculture Key Players in North America (2015-2020)

12.3 Africa Artificial Intelligence (AI) in Agriculture Market Size by Type (2015-2020)

12.4 Africa Artificial Intelligence (AI) in Agriculture Market Size by Application (2015-2020)

13. Oceania

13.1 Oceania Artificial Intelligence (AI) in Agriculture Market Size (2015-2026)

13.2 Oceania Artificial Intelligence (AI) in Agriculture Key Players in North America (2015-2020)

13.3 Oceania Artificial Intelligence (AI) in Agriculture Market Size by Type (2015-2020)

13.4 Oceania Artificial Intelligence (AI) in Agriculture Market Size by Application (2015-2020)

14. South America

14.1 South America Artificial Intelligence (AI) in Agriculture Market Size (2015-2026)

14.2 South America Artificial Intelligence (AI) in Agriculture Key Players in North America (2015-2020)

14.3 South America Artificial Intelligence (AI) in Agriculture Market Size by Type (2015-2020)

14.4 South America Artificial Intelligence (AI) in Agriculture Market Size by Application (2015-2020)

15. Rest of the World

15.1 Rest of the World Artificial Intelligence (AI) in Agriculture Market Size (2015-2026)

15.2 Rest of the World Artificial Intelligence (AI) in Agriculture Key Players in North America (2015-2020)

15.3 Rest of the World Artificial Intelligence (AI) in Agriculture Market Size by Type (2015-2020)

15.4 Rest of the World Artificial Intelligence (AI) in Agriculture Market Size by Application (2015-2020)

16 Artificial Intelligence (AI) in Agriculture Market Dynamics

16.1 Covid-19 Impact Market Top Trends

16.2 Covid-19 Impact Market Drivers

16.3 Covid-19 Impact Market Challenges

16.4 Porter’s Five Forces Analysis

18 Regulatory Information

17 Analyst's Viewpoints/Conclusions

18 Appendix

18.1 Research Methodology

18.1.1 Methodology/Research Approach

18.1.2 Data Source

18.2 Disclaimer

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)