Global Artificial Intelligence (AI) in Agriculture Market

Global Artificial Intelligence (AI) in Agriculture Market:

Focus on Product Type (Software, Hardware, AI-as-a-Service), Farming Type (Field Farming, Livestock, Indoor), Application (Crop Protection, Weather Forecasting, Automation), Funding – Analysis and Forecast, 2019-2024

The Global Artificial Intelligence (AI) in Agriculture Market Analysis by BIS Research projects the market is anticipated to reach $3,807.3 million by 2024.

SKU: AG048A
Published Year: 2019
 

Key Questions Answered in this Report:

•    What is the estimated global artificial intelligence in agriculture market size in terms of value during the period 2018-2024?
•    What is the expected future scenario and revenue generated by the different types of product offerings including software, hardware, AI-as-a-Service, and support services, during the forecast period, 2019-2024?
•    What is the expected future scenario and revenue generated by artificial intelligence in different types of farming including field farming, livestock farming, and indoor farming among others, during the forecast period?
•    What is the expected future scenario and revenue generated by the application of AI, including crop growth assessment, crop protection, weather forecasting, farm machinery automation, precision farming, animal growth monitoring, and animal health monitoring, among others, during the forecast period?
•    Which region is currently the largest market for the global artificial intelligence in agriculture market?
•    What is the expected future scenario and the revenue generated by different regions, such as North America, Europe, Asia-Pacific, and Rest-of-the-World, and countries in the artificial intelligence in agriculture market during the forecast period?
•    What is the competitive strength of the key players in the artificial intelligence in agriculture market on the basis of the analysis of their recent developments, product offerings, and regional presence?
•    Where do the key agricultural AI analytics companies lie in their competitive benchmarking, compared on the factors of market coverage and market potential ?
•    What are the adoption scenario, related opportunities, and challenges associated with artificial intelligence in agriculture?
•    What does the technology ecosystem of artificial intelligence in agriculture market constitute of?
•    What is the government initiative landscape across different regions, such as North America, Europe, Asia-Pacific, and Rest-of-the-World, and countries in the artificial intelligence in agriculture market?
•    What is the funding and investment landscape in the global artificial intelligence in agriculture market?
•    Which are the leading consortiums and associations in the global artificial intelligence in agriculture market, and what are their roles in the market?
•    What are the market dynamics (market drivers, restraints, and opportunities) of the global artificial intelligence in agriculture market?
•    What is the SWOT Analysis for leading companies in the artificial intelligence in agriculture market?

Global Artificial Intelligence (AI) in Agriculture Market Forecast, 2019-2024

Figure: Global Artificial Intelligence in Agriculture Market Snapshot

Global Artificial Intelligence (AI) in Agriculture Market

Source: Secondary Research, Expert Interviews, and BIS Research Analysis

The Global Artificial Intelligence (AI) in Agriculture Market Analysis by BIS Research projects the market to grow at a significant CAGR of XX.XX% during the forecast period from 2019 to 2024. The reported growth in the market is expected to be driven by the increasing need to optimize farm operation planning, growing demand to derive insights from emerging complexities of data-driven farming, and rising development of autonomous equipment in agriculture. 

Artificial intelligence has emerged to be a strong driving force behind the growth of data-driven farming. Regions and countries where agriculture is the major source of livelihood and sustenance, the artificial intelligence technology has led to greater profitability in the farms of those economies. The reduction in expenditure and resultant positive RoI with AI’s integration in farm equipment and operations has even reached above 30% in a few countries. Such favorable advantages associated with the technology have led to extensive investments by all types of stakeholders including government, private investors, corporations, and academic institutions, from across the world. 

Expert Quote

“Artificial intelligence has become the leader of deep technologies in the era of precision agriculture. It has created the widest impact across agricultural sectors including crop and livestock over the recent years. Governments of the majority of the leading countries in the agriculture market are working on their respective national AI strategies. This technology has fastened the digital transformation process, even in sluggish agricultural economies. Its capability to enable precision and autonomy in farm operations has specially caught the attention of growers across the world.”

Scope of the Global Artificial Intelligence in Agriculture Industry

The global artificial intelligence in agriculture market research provides a detailed perspective regarding the adoption of AI technology in the agriculture industry, its market size in value, its estimation, and forecast, among others. The purpose of this market analysis is to examine the outlook of artificial intelligence technology in the agriculture industry in terms of factors driving the market, trends, developments, and regulatory landscape, among others. 

The report further takes into consideration the funding and investment landscape, government initiatives landscape, market dynamics and the competitive landscape, along with the detailed financial and product contributions of the key players operating in the market. The artificial intelligence in agriculture market report is a compilation of different segments including market breakdown by product offering, farming type, application, and region. 

Market Segmentation

The global artificial intelligence in agriculture market (on the basis of product offering) is segmented into software, hardware, AI-as-a-Service, and support services. The software segment dominated the global artificial intelligence in agriculture market in 2018 and is anticipated to maintain its dominance in market size throughout the forecast period (2019-2024) with hardware and AI-as-a-Service experiencing higher growth rates. 

The global artificial intelligence in agriculture market (on the basis of farming type) is segmented into field farming, livestock farming, indoor farming, and other farming type such as aquaculture. The field farming segment dominated the global artificial intelligence in agriculture market in 2018 and is anticipated to maintain its dominance throughout the forecast period (2019-2024). 

The global artificial intelligence in agriculture market (on the basis of application) is segmented into crop protection, weather forecasting, precision farming, farm machinery automation, crop growth assessment, and other applications under the category crop, fruit, and vegetable farming. The market is also segmented into animal growth monitoring, animal health monitoring, and other applications under the category livestock and aquaculture farming. The crop protection segment dominated the global artificial intelligence in agriculture market in 2018. Applications such as farm machinery automation and precision farming (across crop and livestock) are anticipated to experience higher growth rates over the forecast period (2019-2024). 

The global artificial intelligence in agriculture market by region is segregated under four major regions, namely North America, Europe, APAC, and Rest-of-the-World. Data for each of these regions has been provided by country. Interesting regional market dynamics have also been provided in the report.

Key Companies in the Global Artificial Intelligence in Agriculture Market

The key market players in the global artificial intelligence in agriculture market  include Alibaba Group Holding Limited, AgEagle Aerial Systems Inc., BASF SE, The Climate Corporation (A Bayer AG Company), Deere & Company, IBM Corporation, JD.com Inc., Microsoft Corporation, Robert Bosch GmbH, SAP SE, Connecterra B.V., Descartes Labs, Gamaya SA, Granular Inc., Harvest Croo Robotics, PrecisionHawk, Prospera Technologies Ltd., Root AI Inc., SZ DJI Technology Co. Ltd., Vineview, AGCO Corporation, Capgemini SE, Cargill Inc., CNH Industrial N.V., Iteris Inc., Lindsay Corporation, Abundant Robotics Inc., aWhere Inc., Aquabyte Inc., Ceres Imaging, Delair, ecoRobotix Ltd., Farmers Edge, Taranis, and XAG Co. Ltd., among others.

   Executive Summary
   1    Market Dynamics
         1.1    Overview
         1.2    Impact Analysis
         1.3    Market Drivers
                  1.3.1    Growing Need for Precision and Efficiency in Agricultural Operations
                  1.3.2    Emerging Complexities in Data-Driven Farming
                  1.3.3    Rising Demand for Autonomous Equipment
         1.4    Market Restraints
                  1.4.1    Data Privacy Concerns Among Farmers
                  1.4.2    Lack of Technical Infrastructure in Developing Countries
         1.5    Market Opportunities
                  1.5.1    Favorable Government Initiatives to Support AI in Agriculture
                  1.5.2    Increase in Implementation of Robots and Drones in Agriculture
                  1.5.3    Rise in Adoption of SaaS Business Model in Agriculture
 
   2    Competitive Insights
         2.1    Key Strategies and Developments
                  2.1.1    Partnerships, Collaborations, and Joint Ventures
                  2.1.2    Product Launches and Developments
                  2.1.3    Business Expansions and Contracts
                  2.1.4    Mergers and Acquisitions
                  2.1.5    Others (Awards and Recognition)
         2.2    Competitive Benchmarking of Agricultural AI Analytics Companies
 
   3    Industry Analysis
         3.1    Artificial Intelligence in Agriculture: Technology Ecosystem
                  3.1.1    AI Technology Stack
                              3.1.1.1    AI-Powered Technologies
                                             3.1.1.1.1    Machine Learning
                                             3.1.1.1.2    Computer Vision
                                             3.1.1.1.3    Deep Learning
                                             3.1.1.1.4    Speech Recognition Technology
                                             3.1.1.1.5    Other Technologies
                              3.1.1.2    Hardware
                                             3.1.1.2.1    Memory
                                             3.1.1.2.2    Storage
                                             3.1.1.2.3    Logic
                                             3.1.1.2.4    Networking
                              3.1.1.3    Others
                              3.1.1.4    AI Technology Classifications
                                             3.1.1.4.1    AI Technology (by Functionality)
                                                               3.1.1.4.1.1    Reactive Machines
                                                               3.1.1.4.1.2    Limited Memory
                                                               3.1.1.4.1.3    Theory of Mind
                                                               3.1.1.4.1.4    Self-Awareness
                                             3.1.1.4.2    AI Technology (by Capability)
                                                               3.1.1.4.2.1    Weak AI
                                                               3.1.1.4.2.2    General AI
                                                               3.1.1.4.2.3    Strong AI
                  3.1.2    Key AI Use Cases in Agriculture
                              3.1.2.1    Predictive Analytics
                              3.1.2.2    Drones / UAVs
                              3.1.2.3    Robotics
                              3.1.2.4    Autonomous Vehicles
         3.2    Key Consortiums and Associations
         3.3    Investment and Funding Landscape
         3.4    Government Initiatives Landscape
                  3.4.1    North America
                  3.4.2    Europe
                  3.4.3    Asia-Pacific
                  3.4.4    Rest-of-the-World
 
   4    Global Artificial Intelligence in Agriculture Market  (by Product Offering), $Million
         4.1    Assumptions and Limitations for Analysis and Forecast of the Global Artificial Intelligence in Agriculture Market
         4.2    Market Overview
         4.3    Software
         4.4    Hardware
         4.5    Artificial Intelligence-as-a-Service (AIaaS)
         4.6    Support Services
 
   5    Global Artificial Intelligence in Agriculture Market (by Farming Type), $Million
         5.1    Market Overview
         5.2    Field Farming
         5.3    Indoor Farming
         5.4    Livestock Farming
         5.5    Others
 
   6    Global Artificial Intelligence in Agriculture Market  (by Application), $Million
         6.1    Market Overview
         6.2    Crops, Fruits, Vegetables, and Other Plants
                  6.2.1    Crop Protection
                  6.2.2    Weather Forecasting
                  6.2.3    Precision Farming
                  6.2.4    Farm Machinery Automation
                  6.2.5    Crop Growth Assessment
                  6.2.6    Others
         6.3    Livestock and Aquaculture
                  6.3.1    Animal Growth Monitoring
                  6.3.2    Animal Health Monitoring
                  6.3.3    Others
 
   7    Global Artificial Intelligence in Agriculture Market  (by Region), $Million
         7.1    Market Overview
         7.2    North America
                  7.2.1    North America Artificial Intelligence in Agriculture Market (by Country)
                              7.2.1.1    U.S.
                              7.2.1.2    Canada
                              7.2.1.3    Rest-of-North America
         7.3    Europe
                  7.3.1    Europe Artificial Intelligence in Agriculture Market (By Country)
                              7.3.1.1    Germany
                              7.3.1.2    U.K.
                              7.3.1.3    France
                              7.3.1.4    Italy
                              7.3.1.5    Netherlands
                              7.3.1.6    Spain
                              7.3.1.7    Rest-of-Europe
         7.4    Asia-Pacific
                  7.4.1    Asia-Pacific Artificial Intelligence in Agriculture Market (by Country)
                              7.4.1.1    Australia
                              7.4.1.2    China
                              7.4.1.3    Japan
                              7.4.1.4    India
                              7.4.1.5    Rest-of-Asia-Pacific
         7.5    Rest-of-the-World (RoW)
                  7.5.1    RoW Artificial Intelligence in Agriculture Market (by Country)
                              7.5.1.1    Brazil
                              7.5.1.2    Argentina
                              7.5.1.3    Israel
                              7.5.1.4    South Africa
                              7.5.1.5    Rest-of-RoW
 
   8    Company Profiles
         8.1    Overview
         Public Companies
         Existing Market Players
         8.2    Alibaba Group Holding Limited
                  8.2.1    Company Overview
                  8.2.2    Role of Alibaba Group Holding Limited in AI in the Agriculture Market
                  8.2.3    Financials
                  8.2.4    SWOT ANALYSIS
         8.3    AgEagle Aerial Systems Inc.
                  8.3.1    Company Overview
                  8.3.2    Role of AgEagle Aerial Systems Inc. in Global AI in the Agriculture Market
                  8.3.3    SWOT ANALYSIS
         8.4    BASF SE
                  8.4.1    Company Overview
                  8.4.2    Role of BASF SE in AI in the Agriculture Market
                  8.4.3    Financials
                  8.4.4    SWOT ANALYSIS
         8.5    The Climate Corporation (A Bayer AG Company)
                  8.5.1    Company Overview
                  8.5.2    Role of The Climate Corporation in Global AI in Agriculture Market
                  8.5.3    SWOT ANALYSIS
         8.6    Deere & Company
                  8.6.1    Company Overview
                  8.6.2    Role of Deere & Company in AI in the Agriculture Market
                              8.6.2.1    Blue River Technology (Acquired by Deere & Company)
                                             8.6.2.1.1    Role of Blue River Technology in AI in the Agriculture Market
                  8.6.3    Financials
                  8.6.4    SWOT ANALYSIS
         8.7    IBM Corporation
                  8.7.1    Company Overview
                  8.7.2    Role of IBM Corporation in Global AI in Agriculture Market
                  8.7.3    Financials
                  8.7.4    SWOT ANALYSIS
         8.8    JD.com, Inc.
                  8.8.1    Company Overview
                  8.8.2    Role of Jd.com, Inc. in AI in the Agriculture Market
                  8.8.3    Financials
                  8.8.4    SWOT ANALYSIS
         8.9    Microsoft Corporation
                  8.9.1    Company Overview
                  8.9.2    Role of Microsoft Corporation in AI in the Agriculture Market
                  8.9.3    Financials
                  8.9.4    SWOT ANALYSIS
        8.10   Robert Bosch GmbH
                  8.10.1    Company Overview
                  8.10.2    Role of Robert Bosch GmbH in AI in the Agriculture and Food Market
                  8.10.3    Financials
                  8.10.4    SWOT ANALYSIS
        8.11   SAP SE
                  8.11.1    Company Overview
                  8.11.2    Role of SAP SE in AI in the Agriculture Market
                  8.11.3    Financials
                  8.11.4    SWOT ANALYSIS
       Emerging Market Players
       8.12    AGCO Corporation
                  8.12.1    Company Overview
                  8.12.2    Recent developments of AGCO Corporation in AI in the Agriculture Market
      8.13    Capgemini SE
                  8.13.1    Company Overview
                  8.13.2    Recent developments of Capgemini SE in AI in the Agriculture Market
      8.14    Cargill, Inc.
                  8.14.1    Company Overview
                  8.14.2    Recent developments of Cargill, Inc. in AI in the Agriculture Market
      8.15    CNH Industrial N.V.
                  8.15.1    Company Overview
                  8.15.2    Recent developments of CNH Industrial in AI in the Agriculture Market
       8.16    Iteris, Inc.
                  8.16.1    Company Overview
                  8.16.2    Recent developments of Iteris, Inc. in AI in the Agriculture Market
       8.17    Lindsay Corporation
                  8.17.1    Company Overview
                  8.17.2    Recent developments of Lindsay Corporation in AI in the Agriculture Market
      Private Players
      Existing Market Players
      8.18    Connecterra B.V.
                  8.18.1    Company Overview
                  8.18.2    Role of Connecterra B.V. In AI in the Agriculture Market
                  8.18.3    SWOT ANALYSIS
       8.19    Descartes Labs, Inc.
                  8.19.1    Company Overview
                  8.19.2    Role of Descartes Labs, Inc. In AI in the Agriculture Market
                  8.19.3    SWOT ANALYSIS
       8.20    Gamaya SA
                  8.20.1    Company Overview
                  8.20.2    Role of Gamaya SA in Global AI in Agriculture Market
                  8.20.3    SWOT ANALYSIS
       8.21    Granular Inc.
                  8.21.1    Company Overview
                  8.21.2    Role of Granular Inc. in Global AI in Agriculture Market
                  8.21.3    SWOT ANALYSIS
       8.22    Harvest Croo Robotics, LLC
                  8.22.1    Company Overview
                  8.22.2    Role of Harvest Croo Robotics, LLC in AI in the Agriculture Market
                  8.22.3    SWOT ANALYSIS
       8.23    PrecisionHawk Inc.
                  8.23.1    Company Overview
                  8.23.2    Role of PrecisionHawk Inc. in Global AI in Agriculture Market
                  8.23.3    SWOT ANALYSIS
       8.24    Prospera Technologies Ltd.,
                  8.24.1    Company Overview
                  8.24.2    Role of Prospera Technologies in AI in the Agriculture Market
                  8.24.3    SWOT ANALYSIS
       8.25    Root AI, Inc.
                  8.25.1    Company Overview
                  8.25.2    Role of Root AI, Inc. in Global AI in Agriculture Market
                  8.25.3    SWOT ANALYSIS
       8.26    SZ DJI Technology Co. Ltd
                  8.26.1    Company Overview
                  8.26.2    Role of SZ DJI Technology Co. Ltd in AI in the Agriculture Market
                  8.26.3    SWOT ANALYSIS
       8.27    VineView
                  8.27.1    Company Overview
                  8.27.2    Role of VineView in Global AI in Agriculture Market
                  8.27.3    SWOT ANALYSIS
       Emerging Market Players
       8.28    Abundant Robotics Inc.
                  8.28.1    Company Overview
                  8.28.2    Recent developments of Abundant Robotics Inc. in AI in the Agriculture Market
       8.29    Aquabyte, Inc.
                  8.29.1    Company Overview
                  8.29.2    Recent developments of Aquabyte, Inc. in AI in the Agriculture Market
       8.30    aWhere Inc.
                  8.30.1    Company Overview
                  8.30.2    Recent developments of aWhere in AI in the Agriculture Market
       8.31    Ceres Imaging Inc.
                  8.31.1    Company Overview
                  8.31.2    Recent developments of Ceres Imaging Inc. in AI in the Agriculture Market
       8.32    Delair
                  8.32.1    Company Overview
                  8.32.2    Recent developments of Delair in AI in the Agriculture Market
       8.33    ecoRobotix Ltd.
                  8.33.1    Company Overview
                  8.33.2    Recent developments of ecoRobotix Ltd. in AI in the Agriculture Market
       8.34    Farmers Edge
                  8.34.1    Company Overview
                  8.34.2    Recent developments of Farmers Edge in AI in the Agriculture Market
       8.35    Taranis Ag
                  8.35.1    Company Overview
                  8.35.2    Recent developments of Taranis Ag in AI in the Agriculture Market
       8.36    XAG Co., Ltd.
                  8.36.1    Company Overview
                  8.36.2    Recent developments of XAG Co., Ltd. in AI in the Agriculture Market
 
   9    Report Scope and Methodology
         9.1    Report Scope and Methodology
                  9.1.1    Report Scope
         9.2    Global Artificial Intelligence in Agriculture Market Segmentation
                  9.2.1    Global Artificial Intelligence in Agriculture Market Research Methodology
 
   10    Annexure
           10.1    Annexure A: List of Key Strategies and Developments in Global Artificial Intelligence in Agriculture Market (Jul 2016-Jul 2019)
 

List of Tables
    
Table 1.1:    Impact Analysis of Market Drivers
Table 1.2:    Impact Analysis of Market Restraints
Table 3.1:    Key Consortiums and Associations in Global AI in Agriculture Market
Table 4.1:    Global Artificial Intelligence in Agriculture Market (by Product Offering), $Million, 2018-2024
Table 4.2:    Key Players with AI-Based Software and Their Product Description
Table 4.3:    Key AI-Hardware Players and Their Products and Applications Served
Table 4.4:    Key Players with AIaaS Business Model and their Products
Table 4.5:    Key Players Services for AI-in Agriculture
Table 5.1:    Global Artificial Intelligence in Agriculture Market (by Farming Type), $Million, 2018-2024
Table 5.2:    AI Products by Key Companies for Field Farming in Global Artificial Intelligence in Agriculture Market
Table 5.3:    AI Products by Key Companies for Indoor Farming in Global Artificial Intelligence in Agriculture Market
Table 5.4:    AI Products by Key Companies for Livestock Farming in Global Artificial Intelligence in Agriculture Market
Table 5.5:    AI Products by Key Companies for Other Farming Types in Global Artificial Intelligence in Agriculture Market
Table 6.1:    Global Artificial Intelligence in Agriculture Market (by Application), $Million, 2018-2024
Table 6.2:    Key Crop Protection Products in Global Artificial Intelligence in Agriculture Market
Table 6.3:    Key Weather Forecasting Products in Global Artificial Intelligence in Agriculture Market
Table 6.4:    Key Precision Farming Products in Global Artificial Intelligence in Agriculture Market
Table 6.5:    Key Farm Machinery Automation Products in Global Artificial Intelligence in Agriculture Market
Table 6.6:    Key Crop Growth Assessment Products in Global Artificial Intelligence in Agriculture Market
Table 6.7:    Key Other Application Products in Global Artificial Intelligence in Agriculture Market
Table 6.8:    Key Livestock Production Products in Global Artificial Intelligence in Agriculture Market
Table 6.9:    Key Animal Health Monitoring Products in Global Artificial Intelligence in Agriculture Market
Table 6.10:    Key Other Livestock Applications Products in Global Artificial Intelligence in Agriculture Market
Table 7.1:    Global Artificial Intelligence in Agriculture Market (by Region), $Million, 2018-2024
Table 7.2:    North America Artificial Intelligence in Agriculture Market (by Country), $Million, 2018-2024
Table 7.4:    Key Agriculture Projects under U.K. Government Industrial Strategy
Table 7.5:    Asia-Pacific Artificial Intelligence in Agriculture Market (by Country), $Million, 2018-2024
Table 7.6:    RoW Artificial Intelligence in Agriculture Market (by Country), $Million, 2018-2024
Table 8.1:    Alibaba Group Holding Limited: Product Portfolio
Table 8.2:    AgEagle Aerial Systems Inc.: Product Portfolio
Table 8.3:    BASF SE: Product Portfolio
Table 8.4:    The Climate Corporation: Product Portfolio
Table 8.5:    Deere & Company: Product Portfolio
Table 8.6:    Deere & Company: Product Portfolio
Table 8.7:    International Business Machines Corporation: Product Portfolio
Table 8.8:    Jd.com, Inc.: Product Portfolio
Table 8.9:    Microsoft Corporation: Product Portfolio
Table 8.10:    Robert Bosch GmbH: Product Portfolio
Table 8.11:    SAP SE: Product Portfolio
Table 8.12:    Connecterra B.V.: Product Portfolio
Table 8.13:    Descartes Labs, Inc.: Product Portfolio
Table 8.14:    Gamaya SA: Product Portfolio
Table 8.15:    Granular Inc.: Product Portfolio
Table 8.16:    Harvest Croo Robotics, LLC: Product Portfolio
Table 8.17:    PrecisionHawk Inc.: Product Portfolio
Table 8.18:    Prospera Technologies: Product Portfolio
Table 8.19:    Root AI, Inc.: Product Portfolio
Table 8.20:    SZ DJI Technology Co. Ltd: Product Portfolio
Table 8.21:    VineView: Product Portfolio

List of Figures

Figure 1:    Macroeconomic Trends Impacting the Farming Industry Growth
Figure 2:    Drivers and Restraints: Global Artificial Intelligence in Agriculture Market
Figure 3:    Global Artificial Intelligence in Agriculture Market Snapshot
Figure 4:    Global Artificial Intelligence in Agriculture (by Product Offering), 2019 and 2024
Figure 5:    Global Artificial Intelligence in Agriculture Market (by Farming Type), $Million, 2019 and 2024
Figure 6:    Global Artificial Intelligence in Agriculture Market (by Application), $Million, 2019 and 2024
Figure 7:    Regional Artificial Intelligence in Agriculture Market, $Million, 2019-2024
Figure 1.1:    Market Dynamics and Impact Analysis
Figure 1.2:    Average Data Points Generated from Agricultural IoT Devices Daily, 2014 and 2050
Figure 1.3:    Employment in Agriculture (by Region), 1991 and 2018
Figure 1.4:    Advantages of Autonomous Tractors and Equipment in Farming
Figure 1.5:    Advantages of Agriculture SaaS Service Type
Figure 2.1:    Strategies Adopted by the Key Players (Jul 2016-Jul 2019)
Figure 2.2:    Share of Key Market Strategies and Developments (Jul 2016-Jul 2019)
Figure 2.3:    Partnerships, Collaborations and Joint Ventures Landscape (by Companies)
Figure 2.4:    Product Launches and Development Landscape (by Companies)
Figure 2.5:    Business Expansion and Contract Landscape (by Companies)
Figure 2.6:    Mergers and Acquisitions Landscape (by Companies)
Figure 2.7:    Other Developments Landscape (by Companies)
Figure 3.1:    An Overview of Artificial Intelligence Technology Ecosystem
Figure 3.2:    Global Artificial Intelligence in Agriculture Market Investment and Funding, Jan 2016- Jul 2019
Figure 3.3:    Investment and Funding Landscape Share (by Company Type)
Figure 3.4:    Investment and Funding Landscape Share (by Rounds)
Figure 3.5:    Government Initiatives Landscape in North America
Figure 3.6:    Government Initiatives Landscape in Europe
Figure 3.7:    Government Initiatives Landscape in Asia-Pacific
Figure 3.8:    Government Initiatives Landscape in Rest-of-the-World
Figure 4.1:    Types of AI Product Offerings in Agriculture
Figure 4.2:    Business Models for AI Software in Agriculture
Figure 4.3:    Software in Global Artificial Intelligence in Agriculture Market (by Product Offering), $Million, 2018-2024
Figure 4.4:    Types of Hardware for Artificial Intelligence Solutions in Agriculture
Figure 4.5:    Hardware in Global Artificial Intelligence in Agriculture Market (by Product Offering), $Million, 2018-2024
Figure 4.6:    Advantages of Artificial Intelligence-as-a-Service (AIaaS)
Figure 4.7:    AIaaS in Global Artificial Intelligence in Agriculture Market (by Product Offering), $Million, 2018-2024
Figure 4.8:    Support Services in Global Artificial Intelligence in Agriculture Market (by Product Offering), $Million, 2018-2024
Figure 5.1:    Farming Types for AI in Agriculture Market
Figure 5.2:    Major Applications of Artificial Intelligence in Field Farming
Figure 5.3:    Field Farming in Global Artificial Intelligence in Agriculture Market (by Farming Type), $Million, 2018-2024
Figure 5.4:    Indoor Farming in Global Artificial Intelligence in Agriculture Market (by Farming Type), $Million, 2018-2024
Figure 5.5:    Livestock Farming in Global Artificial Intelligence in Agriculture Market (by Farming Type), $Million, 2018-2024
Figure 5.6:    Others in Global Artificial Intelligence in Agriculture Market (by Farming Type), $Million, 2018-2024
Figure 6.1:    Applications in Global Artificial Intelligence in Agriculture Market
Figure 6.2:    Crop Protection in Global Artificial Intelligence in Agriculture Market (by Application), $Million, 2018-2024
Figure 6.3:    Weather Forecasting in Global Artificial Intelligence in Agriculture Market (by Application), $Million, 2018-2024
Figure 6.4:    Precision Farming in Global Artificial Intelligence in Agriculture Market (by Application), $Million, 2018-2024
Figure 6.5:    Farm Machinery Automation in Global Artificial Intelligence in Agriculture Market (by Application), $Million, 2018-2024
Figure 6.6:    Crop Growth Assessment in Global Artificial Intelligence in Agriculture Market (by Application), $Million, 2018-2024
Figure 6.7:    Other Applications in Global Artificial Intelligence in Agriculture Market (by Application), $Million, 2018-2024
Figure 6.8:    Animal Growth Monitoring in Global Artificial Intelligence in Agriculture Market (by Application), $Million, 2018-2024
Figure 6.9:    Animal Health Monitoring in Global Artificial Intelligence in Agriculture Market (by Application), $Million, 2018-2024
Figure 6.10:    Other Livestock and Aquaculture Applications in Global Artificial Intelligence in Agriculture Market (by Application), $Million, 2018-2024
Figure 7.1:    Global Artificial Intelligence in Agriculture Market, Market Share and CAGR (By Region)
Figure 7.2:    North America Artificial Intelligence in Agriculture Market, $Million, 2018-2024
Figure 7.3:    North America Artificial Intelligence in Agriculture Market (by Country), $Million, 2018-2024
Figure 7.4:    The U.S. Artificial Intelligence in Agriculture Market, $Million, 2018-2024
Figure 7.5:    Canada Artificial Intelligence in Agriculture Market, $Million, 2018-2024
Figure 7.6:    Rest-of-North America Artificial Intelligence in Agriculture Market, $Million, 2018-2024
Figure 7.7:    EU Declaration of Cooperation on Digital Agriculture: Landscape
Figure 7.8:    The Europe Artificial Intelligence in Agriculture Market, $Million, 2018-2024
Figure 7.9:    Europe Artificial Intelligence in Agriculture Market (By Country), $Million, 2018-2024
Figure 7.10:    Germany Artificial Intelligence in Agriculture Market, $Million, 2018-2024
Figure 7.11:    U.K. Artificial Intelligence in Agriculture Market, $Million, 2018-2024
Figure 7.12:    France Artificial Intelligence in Agriculture Market, $Million, 2018-2024
Figure 7.13:    Key Strategies in Villani Report for France’s AI for Humanity
Figure 7.14:    Italy Artificial Intelligence in Agriculture Market, $Million, 2018-2024
Figure 7.15:    Netherlands Artificial Intelligence in Agriculture Market, $Million, 2018-2024
Figure 7.16:    Spain Artificial Intelligence in Agriculture Market, $Million, 2018-2024
Figure 7.17:    Rest-of-Europe Artificial Intelligence in Agriculture Market, $Million, 2018-2024
Figure 7.18:    Asia-Pacific Artificial Intelligence in Agriculture Market (By Country), $Million, 2018-2024
Figure 7.19:    Australia Artificial Intelligence in Agriculture Market, $Million, 2018-2024
Figure 7.20:    Popular Agricultural Applications of AI in Australia
Figure 7.21:    China Artificial Intelligence in Agriculture Market, $Million, 2018-2024
Figure 7.22:    Japan Artificial Intelligence in Agriculture Market, $Million, 2018-2024
Figure 7.23:    India Artificial Intelligence in Agriculture Market, $Million, 2018-2024
Figure 7.24:    Rest-of-Asia-Pacific Artificial Intelligence in Agriculture Market, $Million, 2018-2024
Figure 7.25:    Brazil Artificial Intelligence in Agriculture Market, $Million, 2018-2024
Figure 7.27:    Israel Artificial Intelligence in Agriculture Market, $Million, 2018-2024
Figure 7.28:    South Africa Artificial Intelligence in Agriculture Market, $Million, 2018-2024
Figure 7.29:    Rest of RoW Artificial Intelligence in Agriculture Market, $Million, 2018-2024
Figure 8.1:    Share of Key Companies
Figure 8.2:    Alibaba Group Holding Limited: Overall Financials, 2017-2019
Figure 8.3:    Alibaba Group Holding Limited: Net Revenue by Business Segment, 2017-2019
Figure 8.4:    Alibaba Group Holding Limited: SWOT Analysis
Figure 8.5:    AgEagle Aerial Systems Inc.: SWOT Analysis
Figure 8.6:    BASF SE: Overall Financials, 2016-2018
Figure 8.7:    BASF SE: Net Revenue by Business Segment, 2016-2018
Figure 8.8:    BASF SE: Net Revenue by Regional Segment, 2016-2018
Figure 8.9:    BASF SE: SWOT Analysis
Figure 8.10:    The Climate Corporation: SWOT Analysis
Figure 8.11:    Deere & Company: Overall Financials, 2016-2018
Figure 8.12:    Deere & Company: Net Revenue by Business Segment, 2016-2018
Figure 8.13:    Deere & Company: Net Revenue by Regional Segment, 2016-2018
Figure 8.14:    Deere & Company, LLC: SWOT Analysis
Figure 8.15:    IBM Corporation: Overall Financials, 2016-2018
Figure 8.16:    IBM Corporation: Net Revenue by Business Segment, 2016-2018
Figure 8.17:    IBM Corporation: Net Revenue by Regional Segment, 2016-2018
Figure 8.18:    IBM Corporation: SWOT Analysis
Figure 8.19:    Jd.com, Inc.: Overall Financials, 2017-2019
Figure 8.20:    Jd.com, Inc.: Net Revenue by Business Segment, 2017-2019
Figure 8.21:    Jd.com, Inc.: SWOT Analysis
Figure 8.22:    Microsoft Corporation: Overall Financials, 2016-2018
Figure 8.23:    Microsoft Corporation: Net Revenue by Business Segment, 2016-2018
Figure 8.24:    Microsoft Corporation: Net Revenue by Regional Segment, 2016-2018
Figure 8.25:    Microsoft Corporation: SWOT Analysis
Figure 8.26:    Robert Bosch GmbH: Overall Financials, 2016-2018
Figure 8.27:    Robert Bosch GmbH: Net Revenue by Business Segment, 2016-2018
Figure 8.28:    Robert Bosch GmbH: Net Revenue by Regional Segment, 2016-2018
Figure 8.29:    Robert Bosch GmbH: SWOT Analysis
Figure 8.30:    SAP SE: Overall Financials, 2016-2018
Figure 8.31:    SAP SE: Net Revenue by Business Segment, 2016-2018
Figure 8.32:    SAP SE: Net Revenue by Regional Segment, 2016-2018
Figure 8.33:    SAP SE: SWOT Analysis
Figure 8.34:    Connecterra B.V.: SWOT Analysis
Figure 8.35:    Descartes Labs, Inc.: SWOT Analysis
Figure 8.36:    Gamaya SA: SWOT Analysis
Figure 8.37:    Granular Inc.: SWOT Analysis
Figure 8.38:    Harvest Croo, LLC: SWOT Analysis
Figure 8.39:    PrecisionHawk Inc.: SWOT Analysis
Figure 8.40:    Prospera Technologies: SWOT Analysis
Figure 8.41:    Root AI, Inc.: SWOT Analysis
Figure 8.42:    SZ DJI Technology Co. Ltd: SWOT Analysis
Figure 8.43:    VineView: SWOT Analysis
Figure 9.1:    Artificial Intelligence in Agriculture Market Scope
Figure 9.2:    Report Methodology
Figure 9.3:    Primary Interviews Breakdown, by Player, Designation, and Region
Figure 9.4:    Sources of Secondary Research
Figure 9.5:    Data Triangulation
Figure 9.6:    Top Down-Bottom-Up Approach for Market Estimation

We understand that your business need specific answers pertaining to the market. And , therefore, we do provide customised research tailored to your need.

With the purchase of this report, you are entitled to certain degree of free customisation within the scope of the study.

Do get in touch to help us understand how we can serve u better with a custom solution to your research needs. We assure quick turnaround for your pressing business requirements.

Contact Information


Name *
Email *
 
Company Name *
Designation*
 
 
Contact No. *
Other Details
 
 

Write the characters in the image above
 
 
* Required Fields

REQUEST SAMPLE   Schedule A Call
PLEASE SELECT A LICENSE TYPE
 
 
 

  REQUEST    SAMPLE   Schedule
    A Call

Key Questions Answered in this Report:

•    What is the estimated global artificial intelligence in agriculture market size in terms of value during the period 2018-2024?
•    What is the expected future scenario and revenue generated by the different types of product offerings including software, hardware, AI-as-a-Service, and support services, during the forecast period, 2019-2024?
•    What is the expected future scenario and revenue generated by artificial intelligence in different types of farming including field farming, livestock farming, and indoor farming among others, during the forecast period?
•    What is the expected future scenario and revenue generated by the application of AI, including crop growth assessment, crop protection, weather forecasting, farm machinery automation, precision farming, animal growth monitoring, and animal health monitoring, among others, during the forecast period?
•    Which region is currently the largest market for the global artificial intelligence in agriculture market?
•    What is the expected future scenario and the revenue generated by different regions, such as North America, Europe, Asia-Pacific, and Rest-of-the-World, and countries in the artificial intelligence in agriculture market during the forecast period?
•    What is the competitive strength of the key players in the artificial intelligence in agriculture market on the basis of the analysis of their recent developments, product offerings, and regional presence?
•    Where do the key agricultural AI analytics companies lie in their competitive benchmarking, compared on the factors of market coverage and market potential ?
•    What are the adoption scenario, related opportunities, and challenges associated with artificial intelligence in agriculture?
•    What does the technology ecosystem of artificial intelligence in agriculture market constitute of?
•    What is the government initiative landscape across different regions, such as North America, Europe, Asia-Pacific, and Rest-of-the-World, and countries in the artificial intelligence in agriculture market?
•    What is the funding and investment landscape in the global artificial intelligence in agriculture market?
•    Which are the leading consortiums and associations in the global artificial intelligence in agriculture market, and what are their roles in the market?
•    What are the market dynamics (market drivers, restraints, and opportunities) of the global artificial intelligence in agriculture market?
•    What is the SWOT Analysis for leading companies in the artificial intelligence in agriculture market?

Global Artificial Intelligence (AI) in Agriculture Market Forecast, 2019-2024

Figure: Global Artificial Intelligence in Agriculture Market Snapshot

Global Artificial Intelligence (AI) in Agriculture Market

Source: Secondary Research, Expert Interviews, and BIS Research Analysis

The Global Artificial Intelligence (AI) in Agriculture Market Analysis by BIS Research projects the market to grow at a significant CAGR of XX.XX% during the forecast period from 2019 to 2024. The reported growth in the market is expected to be driven by the increasing need to optimize farm operation planning, growing demand to derive insights from emerging complexities of data-driven farming, and rising development of autonomous equipment in agriculture. 

Artificial intelligence has emerged to be a strong driving force behind the growth of data-driven farming. Regions and countries where agriculture is the major source of livelihood and sustenance, the artificial intelligence technology has led to greater profitability in the farms of those economies. The reduction in expenditure and resultant positive RoI with AI’s integration in farm equipment and operations has even reached above 30% in a few countries. Such favorable advantages associated with the technology have led to extensive investments by all types of stakeholders including government, private investors, corporations, and academic institutions, from across the world. 

Expert Quote

“Artificial intelligence has become the leader of deep technologies in the era of precision agriculture. It has created the widest impact across agricultural sectors including crop and livestock over the recent years. Governments of the majority of the leading countries in the agriculture market are working on their respective national AI strategies. This technology has fastened the digital transformation process, even in sluggish agricultural economies. Its capability to enable precision and autonomy in farm operations has specially caught the attention of growers across the world.”

Scope of the Global Artificial Intelligence in Agriculture Industry

The global artificial intelligence in agriculture market research provides a detailed perspective regarding the adoption of AI technology in the agriculture industry, its market size in value, its estimation, and forecast, among others. The purpose of this market analysis is to examine the outlook of artificial intelligence technology in the agriculture industry in terms of factors driving the market, trends, developments, and regulatory landscape, among others. 

The report further takes into consideration the funding and investment landscape, government initiatives landscape, market dynamics and the competitive landscape, along with the detailed financial and product contributions of the key players operating in the market. The artificial intelligence in agriculture market report is a compilation of different segments including market breakdown by product offering, farming type, application, and region. 

Market Segmentation

The global artificial intelligence in agriculture market (on the basis of product offering) is segmented into software, hardware, AI-as-a-Service, and support services. The software segment dominated the global artificial intelligence in agriculture market in 2018 and is anticipated to maintain its dominance in market size throughout the forecast period (2019-2024) with hardware and AI-as-a-Service experiencing higher growth rates. 

The global artificial intelligence in agriculture market (on the basis of farming type) is segmented into field farming, livestock farming, indoor farming, and other farming type such as aquaculture. The field farming segment dominated the global artificial intelligence in agriculture market in 2018 and is anticipated to maintain its dominance throughout the forecast period (2019-2024). 

The global artificial intelligence in agriculture market (on the basis of application) is segmented into crop protection, weather forecasting, precision farming, farm machinery automation, crop growth assessment, and other applications under the category crop, fruit, and vegetable farming. The market is also segmented into animal growth monitoring, animal health monitoring, and other applications under the category livestock and aquaculture farming. The crop protection segment dominated the global artificial intelligence in agriculture market in 2018. Applications such as farm machinery automation and precision farming (across crop and livestock) are anticipated to experience higher growth rates over the forecast period (2019-2024). 

The global artificial intelligence in agriculture market by region is segregated under four major regions, namely North America, Europe, APAC, and Rest-of-the-World. Data for each of these regions has been provided by country. Interesting regional market dynamics have also been provided in the report.

Key Companies in the Global Artificial Intelligence in Agriculture Market

The key market players in the global artificial intelligence in agriculture market  include Alibaba Group Holding Limited, AgEagle Aerial Systems Inc., BASF SE, The Climate Corporation (A Bayer AG Company), Deere & Company, IBM Corporation, JD.com Inc., Microsoft Corporation, Robert Bosch GmbH, SAP SE, Connecterra B.V., Descartes Labs, Gamaya SA, Granular Inc., Harvest Croo Robotics, PrecisionHawk, Prospera Technologies Ltd., Root AI Inc., SZ DJI Technology Co. Ltd., Vineview, AGCO Corporation, Capgemini SE, Cargill Inc., CNH Industrial N.V., Iteris Inc., Lindsay Corporation, Abundant Robotics Inc., aWhere Inc., Aquabyte Inc., Ceres Imaging, Delair, ecoRobotix Ltd., Farmers Edge, Taranis, and XAG Co. Ltd., among others.

   Executive Summary
   1    Market Dynamics
         1.1    Overview
         1.2    Impact Analysis
         1.3    Market Drivers
                  1.3.1    Growing Need for Precision and Efficiency in Agricultural Operations
                  1.3.2    Emerging Complexities in Data-Driven Farming
                  1.3.3    Rising Demand for Autonomous Equipment
         1.4    Market Restraints
                  1.4.1    Data Privacy Concerns Among Farmers
                  1.4.2    Lack of Technical Infrastructure in Developing Countries
         1.5    Market Opportunities
                  1.5.1    Favorable Government Initiatives to Support AI in Agriculture
                  1.5.2    Increase in Implementation of Robots and Drones in Agriculture
                  1.5.3    Rise in Adoption of SaaS Business Model in Agriculture
 
   2    Competitive Insights
         2.1    Key Strategies and Developments
                  2.1.1    Partnerships, Collaborations, and Joint Ventures
                  2.1.2    Product Launches and Developments
                  2.1.3    Business Expansions and Contracts
                  2.1.4    Mergers and Acquisitions
                  2.1.5    Others (Awards and Recognition)
         2.2    Competitive Benchmarking of Agricultural AI Analytics Companies
 
   3    Industry Analysis
         3.1    Artificial Intelligence in Agriculture: Technology Ecosystem
                  3.1.1    AI Technology Stack
                              3.1.1.1    AI-Powered Technologies
                                             3.1.1.1.1    Machine Learning
                                             3.1.1.1.2    Computer Vision
                                             3.1.1.1.3    Deep Learning
                                             3.1.1.1.4    Speech Recognition Technology
                                             3.1.1.1.5    Other Technologies
                              3.1.1.2    Hardware
                                             3.1.1.2.1    Memory
                                             3.1.1.2.2    Storage
                                             3.1.1.2.3    Logic
                                             3.1.1.2.4    Networking
                              3.1.1.3    Others
                              3.1.1.4    AI Technology Classifications
                                             3.1.1.4.1    AI Technology (by Functionality)
                                                               3.1.1.4.1.1    Reactive Machines
                                                               3.1.1.4.1.2    Limited Memory
                                                               3.1.1.4.1.3    Theory of Mind
                                                               3.1.1.4.1.4    Self-Awareness
                                             3.1.1.4.2    AI Technology (by Capability)
                                                               3.1.1.4.2.1    Weak AI
                                                               3.1.1.4.2.2    General AI
                                                               3.1.1.4.2.3    Strong AI
                  3.1.2    Key AI Use Cases in Agriculture
                              3.1.2.1    Predictive Analytics
                              3.1.2.2    Drones / UAVs
                              3.1.2.3    Robotics
                              3.1.2.4    Autonomous Vehicles
         3.2    Key Consortiums and Associations
         3.3    Investment and Funding Landscape
         3.4    Government Initiatives Landscape
                  3.4.1    North America
                  3.4.2    Europe
                  3.4.3    Asia-Pacific
                  3.4.4    Rest-of-the-World
 
   4    Global Artificial Intelligence in Agriculture Market  (by Product Offering), $Million
         4.1    Assumptions and Limitations for Analysis and Forecast of the Global Artificial Intelligence in Agriculture Market
         4.2    Market Overview
         4.3    Software
         4.4    Hardware
         4.5    Artificial Intelligence-as-a-Service (AIaaS)
         4.6    Support Services
 
   5    Global Artificial Intelligence in Agriculture Market (by Farming Type), $Million
         5.1    Market Overview
         5.2    Field Farming
         5.3    Indoor Farming
         5.4    Livestock Farming
         5.5    Others
 
   6    Global Artificial Intelligence in Agriculture Market  (by Application), $Million
         6.1    Market Overview
         6.2    Crops, Fruits, Vegetables, and Other Plants
                  6.2.1    Crop Protection
                  6.2.2    Weather Forecasting
                  6.2.3    Precision Farming
                  6.2.4    Farm Machinery Automation
                  6.2.5    Crop Growth Assessment
                  6.2.6    Others
         6.3    Livestock and Aquaculture
                  6.3.1    Animal Growth Monitoring
                  6.3.2    Animal Health Monitoring
                  6.3.3    Others
 
   7    Global Artificial Intelligence in Agriculture Market  (by Region), $Million
         7.1    Market Overview
         7.2    North America
                  7.2.1    North America Artificial Intelligence in Agriculture Market (by Country)
                              7.2.1.1    U.S.
                              7.2.1.2    Canada
                              7.2.1.3    Rest-of-North America
         7.3    Europe
                  7.3.1    Europe Artificial Intelligence in Agriculture Market (By Country)
                              7.3.1.1    Germany
                              7.3.1.2    U.K.
                              7.3.1.3    France
                              7.3.1.4    Italy
                              7.3.1.5    Netherlands
                              7.3.1.6    Spain
                              7.3.1.7    Rest-of-Europe
         7.4    Asia-Pacific
                  7.4.1    Asia-Pacific Artificial Intelligence in Agriculture Market (by Country)
                              7.4.1.1    Australia
                              7.4.1.2    China
                              7.4.1.3    Japan
                              7.4.1.4    India
                              7.4.1.5    Rest-of-Asia-Pacific
         7.5    Rest-of-the-World (RoW)
                  7.5.1    RoW Artificial Intelligence in Agriculture Market (by Country)
                              7.5.1.1    Brazil
                              7.5.1.2    Argentina
                              7.5.1.3    Israel
                              7.5.1.4    South Africa
                              7.5.1.5    Rest-of-RoW
 
   8    Company Profiles
         8.1    Overview
         Public Companies
         Existing Market Players
         8.2    Alibaba Group Holding Limited
                  8.2.1    Company Overview
                  8.2.2    Role of Alibaba Group Holding Limited in AI in the Agriculture Market
                  8.2.3    Financials
                  8.2.4    SWOT ANALYSIS
         8.3    AgEagle Aerial Systems Inc.
                  8.3.1    Company Overview
                  8.3.2    Role of AgEagle Aerial Systems Inc. in Global AI in the Agriculture Market
                  8.3.3    SWOT ANALYSIS
         8.4    BASF SE
                  8.4.1    Company Overview
                  8.4.2    Role of BASF SE in AI in the Agriculture Market
                  8.4.3    Financials
                  8.4.4    SWOT ANALYSIS
         8.5    The Climate Corporation (A Bayer AG Company)
                  8.5.1    Company Overview
                  8.5.2    Role of The Climate Corporation in Global AI in Agriculture Market
                  8.5.3    SWOT ANALYSIS
         8.6    Deere & Company
                  8.6.1    Company Overview
                  8.6.2    Role of Deere & Company in AI in the Agriculture Market
                              8.6.2.1    Blue River Technology (Acquired by Deere & Company)
                                             8.6.2.1.1    Role of Blue River Technology in AI in the Agriculture Market
                  8.6.3    Financials
                  8.6.4    SWOT ANALYSIS
         8.7    IBM Corporation
                  8.7.1    Company Overview
                  8.7.2    Role of IBM Corporation in Global AI in Agriculture Market
                  8.7.3    Financials
                  8.7.4    SWOT ANALYSIS
         8.8    JD.com, Inc.
                  8.8.1    Company Overview
                  8.8.2    Role of Jd.com, Inc. in AI in the Agriculture Market
                  8.8.3    Financials
                  8.8.4    SWOT ANALYSIS
         8.9    Microsoft Corporation
                  8.9.1    Company Overview
                  8.9.2    Role of Microsoft Corporation in AI in the Agriculture Market
                  8.9.3    Financials
                  8.9.4    SWOT ANALYSIS
        8.10   Robert Bosch GmbH
                  8.10.1    Company Overview
                  8.10.2    Role of Robert Bosch GmbH in AI in the Agriculture and Food Market
                  8.10.3    Financials
                  8.10.4    SWOT ANALYSIS
        8.11   SAP SE
                  8.11.1    Company Overview
                  8.11.2    Role of SAP SE in AI in the Agriculture Market
                  8.11.3    Financials
                  8.11.4    SWOT ANALYSIS
       Emerging Market Players
       8.12    AGCO Corporation
                  8.12.1    Company Overview
                  8.12.2    Recent developments of AGCO Corporation in AI in the Agriculture Market
      8.13    Capgemini SE
                  8.13.1    Company Overview
                  8.13.2    Recent developments of Capgemini SE in AI in the Agriculture Market
      8.14    Cargill, Inc.
                  8.14.1    Company Overview
                  8.14.2    Recent developments of Cargill, Inc. in AI in the Agriculture Market
      8.15    CNH Industrial N.V.
                  8.15.1    Company Overview
                  8.15.2    Recent developments of CNH Industrial in AI in the Agriculture Market
       8.16    Iteris, Inc.
                  8.16.1    Company Overview
                  8.16.2    Recent developments of Iteris, Inc. in AI in the Agriculture Market
       8.17    Lindsay Corporation
                  8.17.1    Company Overview
                  8.17.2    Recent developments of Lindsay Corporation in AI in the Agriculture Market
      Private Players
      Existing Market Players
      8.18    Connecterra B.V.
                  8.18.1    Company Overview
                  8.18.2    Role of Connecterra B.V. In AI in the Agriculture Market
                  8.18.3    SWOT ANALYSIS
       8.19    Descartes Labs, Inc.
                  8.19.1    Company Overview
                  8.19.2    Role of Descartes Labs, Inc. In AI in the Agriculture Market
                  8.19.3    SWOT ANALYSIS
       8.20    Gamaya SA
                  8.20.1    Company Overview
                  8.20.2    Role of Gamaya SA in Global AI in Agriculture Market
                  8.20.3    SWOT ANALYSIS
       8.21    Granular Inc.
                  8.21.1    Company Overview
                  8.21.2    Role of Granular Inc. in Global AI in Agriculture Market
                  8.21.3    SWOT ANALYSIS
       8.22    Harvest Croo Robotics, LLC
                  8.22.1    Company Overview
                  8.22.2    Role of Harvest Croo Robotics, LLC in AI in the Agriculture Market
                  8.22.3    SWOT ANALYSIS
       8.23    PrecisionHawk Inc.
                  8.23.1    Company Overview
                  8.23.2    Role of PrecisionHawk Inc. in Global AI in Agriculture Market
                  8.23.3    SWOT ANALYSIS
       8.24    Prospera Technologies Ltd.,
                  8.24.1    Company Overview
                  8.24.2    Role of Prospera Technologies in AI in the Agriculture Market
                  8.24.3    SWOT ANALYSIS
       8.25    Root AI, Inc.
                  8.25.1    Company Overview
                  8.25.2    Role of Root AI, Inc. in Global AI in Agriculture Market
                  8.25.3    SWOT ANALYSIS
       8.26    SZ DJI Technology Co. Ltd
                  8.26.1    Company Overview
                  8.26.2    Role of SZ DJI Technology Co. Ltd in AI in the Agriculture Market
                  8.26.3    SWOT ANALYSIS
       8.27    VineView
                  8.27.1    Company Overview
                  8.27.2    Role of VineView in Global AI in Agriculture Market
                  8.27.3    SWOT ANALYSIS
       Emerging Market Players
       8.28    Abundant Robotics Inc.
                  8.28.1    Company Overview
                  8.28.2    Recent developments of Abundant Robotics Inc. in AI in the Agriculture Market
       8.29    Aquabyte, Inc.
                  8.29.1    Company Overview
                  8.29.2    Recent developments of Aquabyte, Inc. in AI in the Agriculture Market
       8.30    aWhere Inc.
                  8.30.1    Company Overview
                  8.30.2    Recent developments of aWhere in AI in the Agriculture Market
       8.31    Ceres Imaging Inc.
                  8.31.1    Company Overview
                  8.31.2    Recent developments of Ceres Imaging Inc. in AI in the Agriculture Market
       8.32    Delair
                  8.32.1    Company Overview
                  8.32.2    Recent developments of Delair in AI in the Agriculture Market
       8.33    ecoRobotix Ltd.
                  8.33.1    Company Overview
                  8.33.2    Recent developments of ecoRobotix Ltd. in AI in the Agriculture Market
       8.34    Farmers Edge
                  8.34.1    Company Overview
                  8.34.2    Recent developments of Farmers Edge in AI in the Agriculture Market
       8.35    Taranis Ag
                  8.35.1    Company Overview
                  8.35.2    Recent developments of Taranis Ag in AI in the Agriculture Market
       8.36    XAG Co., Ltd.
                  8.36.1    Company Overview
                  8.36.2    Recent developments of XAG Co., Ltd. in AI in the Agriculture Market
 
   9    Report Scope and Methodology
         9.1    Report Scope and Methodology
                  9.1.1    Report Scope
         9.2    Global Artificial Intelligence in Agriculture Market Segmentation
                  9.2.1    Global Artificial Intelligence in Agriculture Market Research Methodology
 
   10    Annexure
           10.1    Annexure A: List of Key Strategies and Developments in Global Artificial Intelligence in Agriculture Market (Jul 2016-Jul 2019)
 

List of Tables
    
Table 1.1:    Impact Analysis of Market Drivers
Table 1.2:    Impact Analysis of Market Restraints
Table 3.1:    Key Consortiums and Associations in Global AI in Agriculture Market
Table 4.1:    Global Artificial Intelligence in Agriculture Market (by Product Offering), $Million, 2018-2024
Table 4.2:    Key Players with AI-Based Software and Their Product Description
Table 4.3:    Key AI-Hardware Players and Their Products and Applications Served
Table 4.4:    Key Players with AIaaS Business Model and their Products
Table 4.5:    Key Players Services for AI-in Agriculture
Table 5.1:    Global Artificial Intelligence in Agriculture Market (by Farming Type), $Million, 2018-2024
Table 5.2:    AI Products by Key Companies for Field Farming in Global Artificial Intelligence in Agriculture Market
Table 5.3:    AI Products by Key Companies for Indoor Farming in Global Artificial Intelligence in Agriculture Market
Table 5.4:    AI Products by Key Companies for Livestock Farming in Global Artificial Intelligence in Agriculture Market
Table 5.5:    AI Products by Key Companies for Other Farming Types in Global Artificial Intelligence in Agriculture Market
Table 6.1:    Global Artificial Intelligence in Agriculture Market (by Application), $Million, 2018-2024
Table 6.2:    Key Crop Protection Products in Global Artificial Intelligence in Agriculture Market
Table 6.3:    Key Weather Forecasting Products in Global Artificial Intelligence in Agriculture Market
Table 6.4:    Key Precision Farming Products in Global Artificial Intelligence in Agriculture Market
Table 6.5:    Key Farm Machinery Automation Products in Global Artificial Intelligence in Agriculture Market
Table 6.6:    Key Crop Growth Assessment Products in Global Artificial Intelligence in Agriculture Market
Table 6.7:    Key Other Application Products in Global Artificial Intelligence in Agriculture Market
Table 6.8:    Key Livestock Production Products in Global Artificial Intelligence in Agriculture Market
Table 6.9:    Key Animal Health Monitoring Products in Global Artificial Intelligence in Agriculture Market
Table 6.10:    Key Other Livestock Applications Products in Global Artificial Intelligence in Agriculture Market
Table 7.1:    Global Artificial Intelligence in Agriculture Market (by Region), $Million, 2018-2024
Table 7.2:    North America Artificial Intelligence in Agriculture Market (by Country), $Million, 2018-2024
Table 7.4:    Key Agriculture Projects under U.K. Government Industrial Strategy
Table 7.5:    Asia-Pacific Artificial Intelligence in Agriculture Market (by Country), $Million, 2018-2024
Table 7.6:    RoW Artificial Intelligence in Agriculture Market (by Country), $Million, 2018-2024
Table 8.1:    Alibaba Group Holding Limited: Product Portfolio
Table 8.2:    AgEagle Aerial Systems Inc.: Product Portfolio
Table 8.3:    BASF SE: Product Portfolio
Table 8.4:    The Climate Corporation: Product Portfolio
Table 8.5:    Deere & Company: Product Portfolio
Table 8.6:    Deere & Company: Product Portfolio
Table 8.7:    International Business Machines Corporation: Product Portfolio
Table 8.8:    Jd.com, Inc.: Product Portfolio
Table 8.9:    Microsoft Corporation: Product Portfolio
Table 8.10:    Robert Bosch GmbH: Product Portfolio
Table 8.11:    SAP SE: Product Portfolio
Table 8.12:    Connecterra B.V.: Product Portfolio
Table 8.13:    Descartes Labs, Inc.: Product Portfolio
Table 8.14:    Gamaya SA: Product Portfolio
Table 8.15:    Granular Inc.: Product Portfolio
Table 8.16:    Harvest Croo Robotics, LLC: Product Portfolio
Table 8.17:    PrecisionHawk Inc.: Product Portfolio
Table 8.18:    Prospera Technologies: Product Portfolio
Table 8.19:    Root AI, Inc.: Product Portfolio
Table 8.20:    SZ DJI Technology Co. Ltd: Product Portfolio
Table 8.21:    VineView: Product Portfolio

List of Figures

Figure 1:    Macroeconomic Trends Impacting the Farming Industry Growth
Figure 2:    Drivers and Restraints: Global Artificial Intelligence in Agriculture Market
Figure 3:    Global Artificial Intelligence in Agriculture Market Snapshot
Figure 4:    Global Artificial Intelligence in Agriculture (by Product Offering), 2019 and 2024
Figure 5:    Global Artificial Intelligence in Agriculture Market (by Farming Type), $Million, 2019 and 2024
Figure 6:    Global Artificial Intelligence in Agriculture Market (by Application), $Million, 2019 and 2024
Figure 7:    Regional Artificial Intelligence in Agriculture Market, $Million, 2019-2024
Figure 1.1:    Market Dynamics and Impact Analysis
Figure 1.2:    Average Data Points Generated from Agricultural IoT Devices Daily, 2014 and 2050
Figure 1.3:    Employment in Agriculture (by Region), 1991 and 2018
Figure 1.4:    Advantages of Autonomous Tractors and Equipment in Farming
Figure 1.5:    Advantages of Agriculture SaaS Service Type
Figure 2.1:    Strategies Adopted by the Key Players (Jul 2016-Jul 2019)
Figure 2.2:    Share of Key Market Strategies and Developments (Jul 2016-Jul 2019)
Figure 2.3:    Partnerships, Collaborations and Joint Ventures Landscape (by Companies)
Figure 2.4:    Product Launches and Development Landscape (by Companies)
Figure 2.5:    Business Expansion and Contract Landscape (by Companies)
Figure 2.6:    Mergers and Acquisitions Landscape (by Companies)
Figure 2.7:    Other Developments Landscape (by Companies)
Figure 3.1:    An Overview of Artificial Intelligence Technology Ecosystem
Figure 3.2:    Global Artificial Intelligence in Agriculture Market Investment and Funding, Jan 2016- Jul 2019
Figure 3.3:    Investment and Funding Landscape Share (by Company Type)
Figure 3.4:    Investment and Funding Landscape Share (by Rounds)
Figure 3.5:    Government Initiatives Landscape in North America
Figure 3.6:    Government Initiatives Landscape in Europe
Figure 3.7:    Government Initiatives Landscape in Asia-Pacific
Figure 3.8:    Government Initiatives Landscape in Rest-of-the-World
Figure 4.1:    Types of AI Product Offerings in Agriculture
Figure 4.2:    Business Models for AI Software in Agriculture
Figure 4.3:    Software in Global Artificial Intelligence in Agriculture Market (by Product Offering), $Million, 2018-2024
Figure 4.4:    Types of Hardware for Artificial Intelligence Solutions in Agriculture
Figure 4.5:    Hardware in Global Artificial Intelligence in Agriculture Market (by Product Offering), $Million, 2018-2024
Figure 4.6:    Advantages of Artificial Intelligence-as-a-Service (AIaaS)
Figure 4.7:    AIaaS in Global Artificial Intelligence in Agriculture Market (by Product Offering), $Million, 2018-2024
Figure 4.8:    Support Services in Global Artificial Intelligence in Agriculture Market (by Product Offering), $Million, 2018-2024
Figure 5.1:    Farming Types for AI in Agriculture Market
Figure 5.2:    Major Applications of Artificial Intelligence in Field Farming
Figure 5.3:    Field Farming in Global Artificial Intelligence in Agriculture Market (by Farming Type), $Million, 2018-2024
Figure 5.4:    Indoor Farming in Global Artificial Intelligence in Agriculture Market (by Farming Type), $Million, 2018-2024
Figure 5.5:    Livestock Farming in Global Artificial Intelligence in Agriculture Market (by Farming Type), $Million, 2018-2024
Figure 5.6:    Others in Global Artificial Intelligence in Agriculture Market (by Farming Type), $Million, 2018-2024
Figure 6.1:    Applications in Global Artificial Intelligence in Agriculture Market
Figure 6.2:    Crop Protection in Global Artificial Intelligence in Agriculture Market (by Application), $Million, 2018-2024
Figure 6.3:    Weather Forecasting in Global Artificial Intelligence in Agriculture Market (by Application), $Million, 2018-2024
Figure 6.4:    Precision Farming in Global Artificial Intelligence in Agriculture Market (by Application), $Million, 2018-2024
Figure 6.5:    Farm Machinery Automation in Global Artificial Intelligence in Agriculture Market (by Application), $Million, 2018-2024
Figure 6.6:    Crop Growth Assessment in Global Artificial Intelligence in Agriculture Market (by Application), $Million, 2018-2024
Figure 6.7:    Other Applications in Global Artificial Intelligence in Agriculture Market (by Application), $Million, 2018-2024
Figure 6.8:    Animal Growth Monitoring in Global Artificial Intelligence in Agriculture Market (by Application), $Million, 2018-2024
Figure 6.9:    Animal Health Monitoring in Global Artificial Intelligence in Agriculture Market (by Application), $Million, 2018-2024
Figure 6.10:    Other Livestock and Aquaculture Applications in Global Artificial Intelligence in Agriculture Market (by Application), $Million, 2018-2024
Figure 7.1:    Global Artificial Intelligence in Agriculture Market, Market Share and CAGR (By Region)
Figure 7.2:    North America Artificial Intelligence in Agriculture Market, $Million, 2018-2024
Figure 7.3:    North America Artificial Intelligence in Agriculture Market (by Country), $Million, 2018-2024
Figure 7.4:    The U.S. Artificial Intelligence in Agriculture Market, $Million, 2018-2024
Figure 7.5:    Canada Artificial Intelligence in Agriculture Market, $Million, 2018-2024
Figure 7.6:    Rest-of-North America Artificial Intelligence in Agriculture Market, $Million, 2018-2024
Figure 7.7:    EU Declaration of Cooperation on Digital Agriculture: Landscape
Figure 7.8:    The Europe Artificial Intelligence in Agriculture Market, $Million, 2018-2024
Figure 7.9:    Europe Artificial Intelligence in Agriculture Market (By Country), $Million, 2018-2024
Figure 7.10:    Germany Artificial Intelligence in Agriculture Market, $Million, 2018-2024
Figure 7.11:    U.K. Artificial Intelligence in Agriculture Market, $Million, 2018-2024
Figure 7.12:    France Artificial Intelligence in Agriculture Market, $Million, 2018-2024
Figure 7.13:    Key Strategies in Villani Report for France’s AI for Humanity
Figure 7.14:    Italy Artificial Intelligence in Agriculture Market, $Million, 2018-2024
Figure 7.15:    Netherlands Artificial Intelligence in Agriculture Market, $Million, 2018-2024
Figure 7.16:    Spain Artificial Intelligence in Agriculture Market, $Million, 2018-2024
Figure 7.17:    Rest-of-Europe Artificial Intelligence in Agriculture Market, $Million, 2018-2024
Figure 7.18:    Asia-Pacific Artificial Intelligence in Agriculture Market (By Country), $Million, 2018-2024
Figure 7.19:    Australia Artificial Intelligence in Agriculture Market, $Million, 2018-2024
Figure 7.20:    Popular Agricultural Applications of AI in Australia
Figure 7.21:    China Artificial Intelligence in Agriculture Market, $Million, 2018-2024
Figure 7.22:    Japan Artificial Intelligence in Agriculture Market, $Million, 2018-2024
Figure 7.23:    India Artificial Intelligence in Agriculture Market, $Million, 2018-2024
Figure 7.24:    Rest-of-Asia-Pacific Artificial Intelligence in Agriculture Market, $Million, 2018-2024
Figure 7.25:    Brazil Artificial Intelligence in Agriculture Market, $Million, 2018-2024
Figure 7.27:    Israel Artificial Intelligence in Agriculture Market, $Million, 2018-2024
Figure 7.28:    South Africa Artificial Intelligence in Agriculture Market, $Million, 2018-2024
Figure 7.29:    Rest of RoW Artificial Intelligence in Agriculture Market, $Million, 2018-2024
Figure 8.1:    Share of Key Companies
Figure 8.2:    Alibaba Group Holding Limited: Overall Financials, 2017-2019
Figure 8.3:    Alibaba Group Holding Limited: Net Revenue by Business Segment, 2017-2019
Figure 8.4:    Alibaba Group Holding Limited: SWOT Analysis
Figure 8.5:    AgEagle Aerial Systems Inc.: SWOT Analysis
Figure 8.6:    BASF SE: Overall Financials, 2016-2018
Figure 8.7:    BASF SE: Net Revenue by Business Segment, 2016-2018
Figure 8.8:    BASF SE: Net Revenue by Regional Segment, 2016-2018
Figure 8.9:    BASF SE: SWOT Analysis
Figure 8.10:    The Climate Corporation: SWOT Analysis
Figure 8.11:    Deere & Company: Overall Financials, 2016-2018
Figure 8.12:    Deere & Company: Net Revenue by Business Segment, 2016-2018
Figure 8.13:    Deere & Company: Net Revenue by Regional Segment, 2016-2018
Figure 8.14:    Deere & Company, LLC: SWOT Analysis
Figure 8.15:    IBM Corporation: Overall Financials, 2016-2018
Figure 8.16:    IBM Corporation: Net Revenue by Business Segment, 2016-2018
Figure 8.17:    IBM Corporation: Net Revenue by Regional Segment, 2016-2018
Figure 8.18:    IBM Corporation: SWOT Analysis
Figure 8.19:    Jd.com, Inc.: Overall Financials, 2017-2019
Figure 8.20:    Jd.com, Inc.: Net Revenue by Business Segment, 2017-2019
Figure 8.21:    Jd.com, Inc.: SWOT Analysis
Figure 8.22:    Microsoft Corporation: Overall Financials, 2016-2018
Figure 8.23:    Microsoft Corporation: Net Revenue by Business Segment, 2016-2018
Figure 8.24:    Microsoft Corporation: Net Revenue by Regional Segment, 2016-2018
Figure 8.25:    Microsoft Corporation: SWOT Analysis
Figure 8.26:    Robert Bosch GmbH: Overall Financials, 2016-2018
Figure 8.27:    Robert Bosch GmbH: Net Revenue by Business Segment, 2016-2018
Figure 8.28:    Robert Bosch GmbH: Net Revenue by Regional Segment, 2016-2018
Figure 8.29:    Robert Bosch GmbH: SWOT Analysis
Figure 8.30:    SAP SE: Overall Financials, 2016-2018
Figure 8.31:    SAP SE: Net Revenue by Business Segment, 2016-2018
Figure 8.32:    SAP SE: Net Revenue by Regional Segment, 2016-2018
Figure 8.33:    SAP SE: SWOT Analysis
Figure 8.34:    Connecterra B.V.: SWOT Analysis
Figure 8.35:    Descartes Labs, Inc.: SWOT Analysis
Figure 8.36:    Gamaya SA: SWOT Analysis
Figure 8.37:    Granular Inc.: SWOT Analysis
Figure 8.38:    Harvest Croo, LLC: SWOT Analysis
Figure 8.39:    PrecisionHawk Inc.: SWOT Analysis
Figure 8.40:    Prospera Technologies: SWOT Analysis
Figure 8.41:    Root AI, Inc.: SWOT Analysis
Figure 8.42:    SZ DJI Technology Co. Ltd: SWOT Analysis
Figure 8.43:    VineView: SWOT Analysis
Figure 9.1:    Artificial Intelligence in Agriculture Market Scope
Figure 9.2:    Report Methodology
Figure 9.3:    Primary Interviews Breakdown, by Player, Designation, and Region
Figure 9.4:    Sources of Secondary Research
Figure 9.5:    Data Triangulation
Figure 9.6:    Top Down-Bottom-Up Approach for Market Estimation

We understand that your business need specific answers pertaining to the market. And , therefore, we do provide customised research tailored to your need.

With the purchase of this report, you are entitled to certain degree of free customisation within the scope of the study.

Do get in touch to help us understand how we can serve u better with a custom solution to your research needs. We assure quick turnaround for your pressing business requirements.

Contact Information


Name *
Work Email *
 
Company Name *
Designation*
 
 
Contact No. *
Other Details
 
 

Write the characters in the image above
 
 
* Required Fields

Get yourself updated on key emerging technology markets

Know about our market intelligence coverage in key sectors