Table of Content
1 Industrial Chain Overview
1.1 Artificial Intelligence (AI) in Agriculture Industry
1.1.1 Overview
Figure Artificial Intelligence (AI) in Agriculture Picture List
1.1.2 Characteristics of Artificial Intelligence (AI) in Agriculture
1.2 Upstream
1.2.1 Major Materials
1.2.2 Manufacturing Overview
1.3 Product List By Type
1.3.1 Machine Learning
1.3.2 Computer Vision
1.3.3 Predictive Analytics
1.4 End-Use List
1.4.1 Demand in Precision Farming
1.4.2 Demand in Livestock Monitoring
1.4.3 Demand in Drone Analytics
1.4.4 Demand in Agriculture Robots
1.4.5 Demand in Others
1.5 Global Market Overview
1.5.1 Global Market Size and Forecast, 2016-2026
Figure Global Market Size and Forecast with Growth Rate, 2016-2026
1.5.2 Global Market Size and Forecast by Geography with CAGR, 2016-2026
Table Global Market Size and Forecast by Geography with Growth Rate, 2016-2026
1.5.3 Global Market Size and Forecast by Product Type with CAGR, 2016-2026
Table Global Market Size and Forecast by Type with Growth Rate, 2016-2026
1.5.4 Global Market Size and Forecast by End-Use with CAGR, 2016-2026
Table Global Market Size and Forecast by End-Use with Growth Rate, 2016-2026
2 Global Production & Consumption by Geography
2.1 Global Production & Consumption
2.1.1 Global Production
Figure Global Production Volume Status and Growth Rate, 2016-2020, in Volume
Table Global Production Volume Status and Growth Rate by Geography, 2016-2020, in Volume
Figure Global Production Amount Status and Growth Rate, 2016-2020, in Million USD
Table Global Production Amount Status and Growth Rate by Geography, 2016-2020, in Million USD
2.1.2 Global Consumption
Figure Global Market Volume and Growth Rate, 2016-2020, in Volume
Table Global Market Volume and Growth Rate by Geography, 2016-2020, in Volume
Figure Global Market Amount and Growth Rate, 2016-2020, in Million USD
Table Global Market Amount and Growth Rate by Geography, 2016-2020, in Million USD
2.2 Geographic Production & Consumption
2.2.1 Production
2.2.1.1 Asia-Pacific
Figure Asia-Pacific Production Volume Status and Growth Rate, 2016-2020, in Volume
Table Asia-Pacific Production Volume Status and Growth Rate by Region, 2016-2020, in Volume
Figure Asia-Pacific Production Amount Status and Growth Rate, 2016-2020, in Million USD
Table Asia-Pacific Production Amount Status and Growth Rate by Region, 2016-2020, in Million USD
2.2.1.2 North America
Figure North America Production Volume Status and Growth Rate, 2016-2020, in Volume
Table North America Production Volume Status and Growth Rate by Region, 2016-2020, in Volume
Figure North America Production Amount Status and Growth Rate, 2016-2020, in Million USD
Table North America Production Amount Status and Growth Rate by Region, 2016-2020, in Million USD
2.2.1.3 South America
Figure South America Production Volume Status and Growth Rate, 2016-2020, in Volume
Table South America Production Volume Status and Growth Rate by Region, 2016-2020, in Volume
Figure South America Production Amount Status and Growth Rate, 2016-2020, in Million USD
Table South America Production Amount Status and Growth Rate by Region, 2016-2020, in Million USD
2.2.1.4 Europe
Figure Europe Production Volume Status and Growth Rate, 2016-2020, in Volume
Table Europe Production Volume Status and Growth Rate by Region, 2016-2020, in Volume
Figure Europe Production Amount Status and Growth Rate, 2016-2020, in Million USD
Table Europe Production Amount Status and Growth Rate by Region, 2016-2020, in Million USD
2.2.1.5 Middle East & Africa
Figure Middle East & Africa Production Volume Status and Growth Rate, 2016-2020, in Volume
Table Middle East & Africa Production Volume Status and Growth Rate by Region, 2016-2020, in Volume
Figure Middle East & Africa Production Amount Status and Growth Rate, 2016-2020, in Million USD
Table Middle East & Africa Production Amount Status and Growth Rate by Region, 2016-2020, in Million USD
2.2.2 Consumption
2.2.2.1 Asia-Pacific
Figure Asia-Pacific Market Volume and Growth Rate, 2016-2020, in Volume
Table Asia-Pacific Market Volume and Growth Rate by Region, 2016-2020, in Volume
Figure Asia-Pacific Market Amount and Growth Rate, 2016-2020, in Million USD
Table Asia-Pacific Market Amount and Growth Rate by Region, 2016-2020, in Million USD
2.2.2.2 North America
Figure North America Market Volume and Growth Rate, 2016-2020, in Volume
Table North America Market Volume and Growth Rate by Region, 2016-2020, in Volume
Figure North America Market Amount and Growth Rate, 2016-2020, in Million USD
Table North America Market Amount and Growth Rate by Region, 2016-2020, in Million USD
2.2.2.3 South America
Figure South America Market Volume and Growth Rate, 2016-2020, in Volume
Table South America Market Volume and Growth Rate by Region, 2016-2020, in Volume
Figure South America Market Amount and Growth Rate, 2016-2020, in Million USD
Table South America Market Amount and Growth Rate by Region, 2016-2020, in Million USD
2.2.2.4 Europe
Figure Europe Market Volume and Growth Rate, 2016-2020, in Volume
Table Europe Market Volume and Growth Rate by Region, 2016-2020, in Volume
Figure Europe Market Amount and Growth Rate, 2016-2020, in Million USD
Table Europe Market Amount and Growth Rate by Region, 2016-2020, in Million USD
2.2.2.5 Middle East & Africa
Figure Middle East & Africa Market Volume and Growth Rate, 2016-2020, in Volume
Table Middle East & Africa Market Volume and Growth Rate by Region, 2016-2020, in Volume
Figure Middle East & Africa Market Amount and Growth Rate, 2016-2020, in Million USD
Table Middle East & Africa Market Amount and Growth Rate by Region, 2016-2020, in Million USD
3 Major Manufacturers Introduction
3.1 Manufacturers Overview
Table Major Manufacturers Headquarters and Contact Information
Table Major Manufacturers Capacity List in 2018
3.2 Manufacturers List
3.2.1 IBM Overview
Table IBM Overview List
3.2.1.1 Product Specifications
3.2.1.2 Business Data (Production Volume (Volume), Production Amount (Million USD), Price, Cost, Margin)
Table Artificial Intelligence (AI) in Agriculture Business Operation of IBM (Production Volume (Volume), Production Amount (Million USD), Price, Cost, Gross Margin)
3.2.1.3 Recent Developments
3.2.1.4 Future Strategic Planning
3.2.2 Intel Overview
Table Intel Overview List
3.2.2.1 Product Specifications
3.2.2.2 Business Data (Production Volume (Volume), Production Amount (Million USD), Price, Cost, Margin)
Table Artificial Intelligence (AI) in Agriculture Business Operation of Intel (Production Volume (Volume), Production Amount (Million USD), Price, Cost, Gross Margin)
3.2.2.3 Recent Developments
3.2.2.4 Future Strategic Planning
3.2.3 Microsoft Overview
Table Microsoft Overview List
3.2.3.1 Product Specifications
3.2.3.2 Business Data (Production Volume (Volume), Production Amount (Million USD), Price, Cost, Margin)
Table Artificial Intelligence (AI) in Agriculture Business Operation of Microsoft (Production Volume (Volume), Production Amount (Million USD), Price, Cost, Gross Margin)
3.2.3.3 Recent Developments
3.2.3.4 Future Strategic Planning
3.2.4 SAP Overview
Table SAP Overview List
3.2.4.1 Product Specifications
3.2.4.2 Business Data (Production Volume (Volume), Production Amount (Million USD), Price, Cost, Margin)
Table Artificial Intelligence (AI) in Agriculture Business Operation of SAP (Production Volume (Volume), Production Amount (Million USD), Price, Cost, Gross Margin)
3.2.4.3 Recent Developments
3.2.4.4 Future Strategic Planning
3.2.5 Agribotix Overview
Table Agribotix Overview List
3.2.5.1 Product Specifications
3.2.5.2 Business Data (Production Volume (Volume), Production Amount (Million USD), Price, Cost, Margin)
Table Artificial Intelligence (AI) in Agriculture Business Operation of Agribotix (Production Volume (Volume), Production Amount (Million USD), Price, Cost, Gross Margin)
3.2.5.3 Recent Developments
3.2.5.4 Future Strategic Planning
3.2.6 The Climate Corporation Overview
Table The Climate Corporation Overview List
3.2.6.1 Product Specifications
3.2.6.2 Business Data (Production Volume (Volume), Production Amount (Million USD), Price, Cost, Margin)
Table Artificial Intelligence (AI) in Agriculture Business Operation of The Climate Corporation (Production Volume (Volume), Production Amount (Million USD), Price, Cost, Gross Margin)
3.2.6.3 Recent Developments
3.2.6.4 Future Strategic Planning
3.2.7 Mavrx Overview
Table Mavrx Overview List
3.2.7.1 Product Specifications
3.2.7.2 Business Data (Production Volume (Volume), Production Amount (Million USD), Price, Cost, Margin)
Table Artificial Intelligence (AI) in Agriculture Business Operation of Mavrx (Production Volume (Volume), Production Amount (Million USD), Price, Cost, Gross Margin)
3.2.7.3 Recent Developments
3.2.7.4 Future Strategic Planning
3.2.8 aWhere Overview
Table aWhere Overview List
3.2.8.1 Product Specifications
3.2.8.2 Business Data (Production Volume (Volume), Production Amount (Million USD), Price, Cost, Margin)
Table Artificial Intelligence (AI) in Agriculture Business Operation of aWhere (Production Volume (Volume), Production Amount (Million USD), Price, Cost, Gross Margin)
3.2.8.3 Recent Developments
3.2.8.4 Future Strategic Planning
3.2.9 Precision Hawk Overview
Table Precision Hawk Overview List
3.2.9.1 Product Specifications
3.2.9.2 Business Data (Production Volume (Volume), Production Amount (Million USD), Price, Cost, Margin)
Table Artificial Intelligence (AI) in Agriculture Business Operation of Precision Hawk (Production Volume (Volume), Production Amount (Million USD), Price, Cost, Gross Margin)
3.2.9.3 Recent Developments
3.2.9.4 Future Strategic Planning
3.2.10 Granular Overview
Table Granular Overview List
3.2.10.1 Product Specifications
3.2.10.2 Business Data (Production Volume (Volume), Production Amount (Million USD), Price, Cost, Margin)
Table Artificial Intelligence (AI) in Agriculture Business Operation of Granular (Production Volume (Volume), Production Amount (Million USD), Price, Cost, Gross Margin)
3.2.10.3 Recent Developments
3.2.10.4 Future Strategic Planning
3.2.11 Prospera Technologies Overview
Table Prospera Technologies Overview List
3.2.11.1 Product Specifications
3.2.11.2 Business Data (Production Volume (Volume), Production Amount (Million USD), Price, Cost, Margin)
Table Artificial Intelligence (AI) in Agriculture Business Operation of Prospera Technologies (Production Volume (Volume), Production Amount (Million USD), Price, Cost, Gross Margin)
3.2.11.3 Recent Developments
3.2.11.4 Future Strategic Planning
3.2.12 Spensa Technologies Overview
Table Spensa Technologies Overview List
3.2.12.1 Product Specifications
3.2.12.2 Business Data (Production Volume (Volume), Production Amount (Million USD), Price, Cost, Margin)
Table Artificial Intelligence (AI) in Agriculture Business Operation of Spensa Technologies (Production Volume (Volume), Production Amount (Million USD), Price, Cost, Gross Margin)
3.2.12.3 Recent Developments
3.2.12.4 Future Strategic Planning
3.2.13 Resson Overview
Table Resson Overview List
3.2.13.1 Product Specifications
3.2.13.2 Business Data (Production Volume (Volume), Production Amount (Million USD), Price, Cost, Margin)
Table Artificial Intelligence (AI) in Agriculture Business Operation of Resson (Production Volume (Volume), Production Amount (Million USD), Price, Cost, Gross Margin)
3.2.13.3 Recent Developments
3.2.13.4 Future Strategic Planning
3.2.14 Vision Robotics Overview
Table Vision Robotics Overview List
3.2.14.1 Product Specifications
3.2.14.2 Business Data (Production Volume (Volume), Production Amount (Million USD), Price, Cost, Margin)
Table Artificial Intelligence (AI) in Agriculture Business Operation of Vision Robotics (Production Volume (Volume), Production Amount (Million USD), Price, Cost, Gross Margin)
3.2.14.3 Recent Developments
3.2.14.4 Future Strategic Planning
3.2.15 Harvest Croo Robotics Overview
Table Harvest Croo Robotics Overview List
3.2.15.1 Product Specifications
3.2.15.2 Business Data (Production Volume (Volume), Production Amount (Million USD), Price, Cost, Margin)
Table Artificial Intelligence (AI) in Agriculture Business Operation of Harvest Croo Robotics (Production Volume (Volume), Production Amount (Million USD), Price, Cost, Gross Margin)
3.2.15.3 Recent Developments
3.2.15.4 Future Strategic Planning
3.2.16 CropX Overview
Table CropX Overview List
3.2.16.1 Product Specifications
3.2.16.2 Business Data (Production Volume (Volume), Production Amount (Million USD), Price, Cost, Margin)
Table Artificial Intelligence (AI) in Agriculture Business Operation of CropX (Production Volume (Volume), Production Amount (Million USD), Price, Cost, Gross Margin)
3.2.16.3 Recent Developments
3.2.16.4 Future Strategic Planning
3.2.17 John Deere Overview
Table John Deere Overview List
3.2.17.1 Product Specifications
3.2.17.2 Business Data (Production Volume (Volume), Production Amount (Million USD), Price, Cost, Margin)
Table Artificial Intelligence (AI) in Agriculture Business Operation of John Deere (Production Volume (Volume), Production Amount (Million USD), Price, Cost, Gross Margin)
3.2.17.3 Recent Developments
3.2.17.4 Future Strategic Planning
3.2.18 Gamaya Overview
Table Gamaya Overview List
3.2.18.1 Product Specifications
3.2.18.2 Business Data (Production Volume (Volume), Production Amount (Million USD), Price, Cost, Margin)
Table Artificial Intelligence (AI) in Agriculture Business Operation of Gamaya (Production Volume (Volume), Production Amount (Million USD), Price, Cost, Gross Margin)
3.2.18.3 Recent Developments
3.2.18.4 Future Strategic Planning
3.2.19 Cainthus Overview
Table Cainthus Overview List
3.2.19.1 Product Specifications
3.2.19.2 Business Data (Production Volume (Volume), Production Amount (Million USD), Price, Cost, Margin)
Table Artificial Intelligence (AI) in Agriculture Business Operation of Cainthus (Production Volume (Volume), Production Amount (Million USD), Price, Cost, Gross Margin)
3.2.19.3 Recent Developments
3.2.19.4 Future Strategic Planning
4 Market Competition Pattern
4.1 Market Size and Sketch
Figure Global Market Size and Growth Rate, 2016-2020, in Volume
Figure Global Market Size and Growth Rate, 2016-2020, in Million USD
Figure Global Competition Sketch Overview
4.2 Company Market Share
4.2.1 Global Production by Major Manufacturers
Table Global Production Volume List by Manufacturers, 2016-2020, in Volume
Table Global Production Volume Share List by Manufacturers, 2016-2020, in Volume
Figure Global Production Volume Share by Manufacturers in 2020, in Volume
Table Global Production Amount List by Manufacturers, 2016-2020, in Million USD
Table Global Production Amount Share List by Manufacturers, 2016-2020, in Million USD
Figure Global Production Amount Share by Manufacturers in 2020, in Million USD
4.2.2 Market Concentration Analysis
4.3 Market News and Trend
4.3.1 Merger & Acquisition
4.3.2 New Product Launch
5 Product Type Segment
5.1 Global Overview by Product Type Segment
Table Global Market Status and Growth Rate by Product Type Segment, 2016-2020, in Million USD
Table Global Market Status and Growth Rate by Product Type Segment 2016-2020, in Volume
5.2 Segment Subdivision by Product Type
5.2.1 Market in Machine Learning
5.2.1.1 Market Size
Figure Global Market Amount and Growth Rate in Machine Learning, 2016-2020, in USD Million
Figure Global Market Amount and Growth Rate in Machine Learning, 2016-2020, in Volume
5.2.1.2 Situation & Development
5.2.2 Market in Computer Vision
5.2.2.1 Market Size
Figure Global Market Amount and Growth Rate in Computer Vision, 2016-2020, in USD Million
Figure Global Market Amount and Growth Rate in Computer Vision, 2016-2020, in Volume
5.2.2.2 Situation & Development
5.2.3 Market in Predictive Analytics
5.2.3.1 Market Size
Figure Global Market Amount and Growth Rate in Predictive Analytics, 2016-2020, in USD Million
Figure Global Market Amount and Growth Rate in Predictive Analytics, 2016-2020, in Volume
5.2.3.2 Situation & Development
6 End-Use Segment
6.1 Global Overview by End-Use Segment
Table Global Market Status and Growth Rate by End-Use Segment, 2016-2020, in Million USD
Table Global Market Status and Growth Rate by End-Use Segment 2016-2020, in Volume
6.2 Segment Subdivision
6.2.1 Market in Precision Farming
6.2.1.1 Market Size
Figure Global Market Amount and Growth Rate in Precision Farming, 2016-2020, in USD Million
Figure Global Market Amount and Growth Rate in Precision Farming, 2016-2020, in Volume
6.2.1.2 Situation & Development
6.2.2 Market in Livestock Monitoring
6.2.2.1 Market Size
Figure Global Market Amount and Growth Rate in Livestock Monitoring, 2016-2020, in USD Million
Figure Global Market Amount and Growth Rate in Livestock Monitoring, 2016-2020, in Volume
6.2.2.2 Situation & Development
6.2.3 Market in Drone Analytics
6.2.3.1 Market Size
Figure Global Market Amount and Growth Rate in Drone Analytics, 2016-2020, in USD Million
Figure Global Market Amount and Growth Rate in Drone Analytics, 2016-2020, in Volume
6.2.3.2 Situation & Development
6.2.4 Market in Agriculture Robots
6.2.4.1 Market Size
Figure Global Market Amount and Growth Rate in Agriculture Robots, 2016-2020, in USD Million
Figure Global Market Amount and Growth Rate in Agriculture Robots, 2016-2020, in Volume
6.2.4.2 Situation & Development
6.2.5 Market in Others
6.2.5.1 Market Size
Figure Global Market Amount and Growth Rate in Others, 2016-2020, in USD Million
Figure Global Market Amount and Growth Rate in Others, 2016-2020, in Volume
6.2.5.2 Situation & Development
7 Market Forecast & Trend
7.1 Regional Forecast
Table Global Market Forecast by Region Segment 2021-2026, in Million USD
Table Global Market Forecast by Region Segment 2021-2026, in Volume
7.2 Consumption Forecast
7.2.1 Product Type Forecast
Table Global Market Amount by Product Type Segment 2021-2026, in Million USD
Table Global Market Volume by Product Type Segment 2021-2026, in Volume
7.2.2 End-Use Forecast
Table Global Market Amount by End-Use Segment 2021-2026, in Million USD
Table Global Market Volume by End-Use Segment 2021-2026, in Volume
7.3 Investment Trend
7.4 Consumption Trend
8 Price & Channel
8.1 Price and Cost
8.1.1 Price
8.1.2 Cost
Figure Cost Component Ratio
8.2 Channel Segment
9 Market Drivers & Investment Environment
9.1 Market Drivers
9.2 Investment Environment
9.3 Impact of Coronavirus on the Artificial Intelligence (AI) in Agriculture Industry
9.3.1 Impact on Industry Upstream
9.3.2 Impact on Industry Downstream
9.3.3 Impact on Industry Channels
9.3.4 Impact on Industry Competition
9.3.5 Impact on Industry Employment
10 Research Conclusion