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Artificial Intelligence in Agriculture Market by Technology (Machine Learning, Computer Vision, and Predictive Analytics), Offering (Software, Hardware, AI-as-a-Service, and Services), Application, and Geography - Global Forecast to 2026

April 2020 | 153 pages | ID: AF63120B542EN
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The AI in agriculture market is projected to grow at a CAGR of 25.5% from 2020 to 2026.

The overall AI in agriculture market is estimated to be USD 1.0 billion in 2020 and is projected to reach USD 4.0 billion by 2026, at a CAGR of 25.5% between 2020 and 2026. The market growth is propelled by the increasing implementation of data generation through sensors and aerial images for crops, increasing crop productivity through deep-learning technology, and government support for the adoption of modern agricultural techniques. However, the high cost of gathering precise field data restrains the market growth. Developing countries, such as China, Brazil, and India, are likely to provide an opportunity for the players in the AI in agriculture market due to the increasing use of unmanned aerial vehicles/drones by these countries in their agricultural farms.

By technology, the machine learning segment is estimated to account for the largest share of the AI in agriculture market during the forecast period.

Machine learning-enabled solutions are being significantly adopted by agricultural organizations and farmers worldwide to enhance farm productivity and to gain a competitive edge in business operations. In the coming years, the application of machine learning in various agricultural practices is expected to rise exponentially.

By offering, the AI-as-a-Service segment is projected to register the highest CAGR from 2020 to 2026.

Increasing demand for machine learning tool kits and applications that are available in AI-based services, along with benefits, such as advanced infrastructure at minimal cost, transparency in business operations, and better scalability, is leading to the growth of the AI-as-a-Service segment.

By application, the precision farming segment held the largest market size in 2019.

Precision farming involves the usage of innovative artificial intelligence (AI) technologies, such as machine learning, computer vision, and predictive analytics tools, for increasing agriculture productivity. It comprises a technology-driven analysis of data acquired from the fields for increasing crop productivity. Precision farming helps in managing variations in the field accurately, thus enabling the growth of more crops using fewer resources and at reduced production costs. Precision devices integrated with AI technologies help in collecting farm-related data, thereby helping the farmers make better decisions and increase the productivity of their lands

Breakdown of profiles of primary participants:
  • By Company Type: Tier 1 – 35%, Tier 2 – 40%, and Tier 3 – 25%
  • By Designation: C-level Executives – 57%, Directors – 29%, and Others – 14%
  • By Region: Americas – 40%, Europe – 30%, Asia Pacific (APAC)– 20%, and Rest of the World (RoW) – 10%
International Business Machines Corp. (IBM) (US), Deere & Company (John Deere) (US), Microsoft Corporation (Microsoft) (US), Farmers Edge Inc. (Farmers Edge) (Canada), The Climate Corporation (Climate Corp.) (US), ec2ce (ec2ce) (Spain), Descartes Labs, Inc. (Descartes Labs) (US), AgEagle Aerial Systems (AgEagle) (US), and aWhere Inc. (aWhere) (US) are the prominent players in the AI in agriculture market

Research Coverage:

The AI in agriculture market has been segmented based on technology, offering, application, and geography.

Reasons to Buy the Report:
  • This report includes statistics pertaining to the AI in agriculture market based on technology, offering, application, and geography.
  • The report includes detailed information on major drivers, restraints, opportunities, and challenges pertaining to the market.
  • The report also includes illustrative segmentation, analysis, and forecast for the AI in agriculture market based on its segments and subsegments.
1 INTRODUCTION

1.1 STUDY OBJECTIVES
1.2 DEFINITION
1.3 STUDY SCOPE
  1.3.1 MARKETS COVERED
  1.3.2 GEOGRAPHIC SCOPE
1.4 YEARS CONSIDERED FOR STUDY
1.5 CURRENCY
1.6 LIMITATIONS
1.7 STAKEHOLDERS

2 RESEARCH METHODOLOGY

2.1 RESEARCH DATA
  2.1.1 SECONDARY DATA
    2.1.1.1 Major secondary sources
    2.1.1.2 Key data from secondary sources
  2.1.2 PRIMARY DATA
    2.1.2.1 Primary interviews with experts
    2.1.2.2 Breakdown of primaries
    2.1.2.3 Key data from primary sources
    2.1.2.4 Key industry insights
  2.1.3 SECONDARY AND PRIMARY RESEARCH
2.2 MARKET SIZE ESTIMATION
  2.2.1 BOTTOM-UP APPROACH
    2.2.1.1 Approach for capturing market share by bottom-up analysis
(demand side)
  2.2.2 TOP-DOWN APPROACH
    2.2.2.1 Approach for capturing market share by top-down analysis
(supply side)
2.3 MARKET BREAKDOWN AND DATA TRIANGULATION
2.4 RESEARCH ASSUMPTIONS

3 EXECUTIVE SUMMARY

4 PREMIUM INSIGHTS

4.1 ATTRACTIVE OPPORTUNITIES FOR THE AI IN AGRICULTURE MARKET
4.2 AI IN AGRICULTURE MARKET, BY OFFERING
4.3 AI IN AGRICULTURE MARKET, BY TECHNOLOGY
4.4 AI IN AGRICULTURE MARKET FOR APAC, BY APPLICATION & COUNTRY
4.5 AI IN AGRICULTURE MARKET, BY GEOGRAPHY

5 MARKET OVERVIEW

5.1 INTRODUCTION
5.2 MARKET DYNAMICS
  5.2.1 DRIVERS
    5.2.1.1 Increasing strain on global food supply owing to rising population
    5.2.1.2 Increasing implementation of data generation through sensors and aerial images for crops
    5.2.1.3 Increasing crop productivity through deep learning technology
    5.2.1.4 Government support to adopt modern agricultural techniques
  5.2.2 RESTRAINTS
    5.2.2.1 High cost of gathering precise field data
  5.2.3 OPPORTUNITIES
    5.2.3.1 Developing countries to offer significant growth opportunities
    5.2.3.2 Use of AI solutions to manage small farms (less than 5 hectares)
  5.2.4 CHALLENGES
    5.2.4.1 Lack of standardization
    5.2.4.2 Lack of awareness about AI among farmers
    5.2.4.3 Limited availability of historical data
5.3 VALUE CHAIN ANALYSIS
5.4 IMPACT OF COVID-19 ON AI IN AGRICULTURE MARKET

6 ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET, BY TECHNOLOGY

6.1 INTRODUCTION
6.2 MACHINE LEARNING
  6.2.1 MACHINE LEARNING TECHNOLOGY TO HOLD THE LARGEST SHARE OF AI IN AGRICULTURE MARKET
6.3 COMPUTER VISION
  6.3.1 COMPUTER VISION TECHNOLOGY IS EXPECTED TO GROW AT THE HIGHEST CAGR DURING THE FORECAST PERIOD
6.4 PREDICTIVE ANALYTICS
  6.4.1 INCREASING PREDICTIVE ANALYTICS APPLICATIONS IS EXPECTED TO DRIVE THE GROWTH OF AI IN AGRICULTURE MARKET

7 ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET, BY OFFERING

7.1 INTRODUCTION
7.2 HARDWARE
  7.2.1 TECHNOLOGICAL ADVANCEMENTS IN THE HARDWARE SEGMENT IS LEADING TO THE WIDESPREAD ADOPTION OF AI IN AGRICULTURE
  7.2.2 PROCESSOR
  7.2.3 STORAGE DEVICE
  7.2.4 NETWORK
7.3 SOFTWARE
  7.3.1 AI IN AGRICULTURE MARKET FOR SOFTWARE SEGMENT IS PROJECTED TO HOLD THE LARGEST MARKET SHARE DURING THE FORECAST PERIOD
  7.3.2 AI PLATFORM
  7.3.3 AI SOLUTION
7.4 AI-AS-A-SERVICE
  7.4.1 AI-AS-A-SERVICE SEGMENT IS EXPECTED TO GROW AT THE HIGHEST CAGR DURING THE FORECAST PERIOD
7.5 SERVICES
  7.5.1 INCREASING REQUIREMENT OF ONLINE AND OFFLINE SUPPORT SERVICES IS LEADING TO THE GROWTH OF THIS SEGMENT
  7.5.2 DEPLOYMENT & INTEGRATION
  7.5.3 SUPPORT & MAINTENANCE

8 ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET, BY APPLICATION

8.1 INTRODUCTION
8.2 PRECISION FARMING
  8.2.1 PRECISION FARMING IS EXPECTED TO HOLD THE LARGEST MARKET SHARE DURING THE FORECAST PERIOD
  8.2.2 YIELD MONITORING
  8.2.3 FIELD MAPPING
  8.2.4 CROP SCOUTING
  8.2.5 WEATHER TRACKING & FORECASTING
  8.2.6 IRRIGATION MANAGEMENT
8.3 LIVESTOCK MONITORING
  8.3.1 INCREASING LIVESTOCK MONITORING APPLICATIONS IS DRIVING THE GROWTH OF THIS SEGMENT
8.4 DRONE ANALYTICS
  8.4.1 DRONE ANALYTICS APPLICATION EXPECTED TO GROW AT THE HIGHEST CAGR DURING THE FORECAST PERIOD
8.5 AGRICULTURE ROBOTS
  8.5.1 INCREASED DEEP LEARNING CAPABILITIES OF AGRICULTURE ROBOTS IS DRIVING THE GROWTH OF THIS SEGMENT
8.6 LABOR MANAGEMENT
  8.6.1 MAJOR BENEFITS SUCH AS REDUCED PRODUCTION COSTS DUE TO LABOR MANAGEMENT APPLICATION IS LEADING TO THE GROWTH OF THIS SEGMENT
8.7 OTHERS
  8.7.1 SMART GREENHOUSE MANAGEMENT
  8.7.2 SOIL MANAGEMENT
    8.7.2.1 Moisture monitoring
    8.7.2.2 Nutrient monitoring
  8.7.3 FISH FARMING MANAGEMENT

9 GEOGRAPHIC ANALYSIS

9.1 INTRODUCTION
9.2 AMERICAS
  9.2.1 NORTH AMERICA
    9.2.1.1 US
      9.2.1.1.1 US projected to account for the largest size of the AI in agriculture market in North America
    9.2.1.2 Canada
      9.2.1.2.1 Increasing AI technology adoption is leading to the growth of Canadian AI in agriculture market
    9.2.1.3 Mexico
      9.2.1.3.1 AI in agriculture market in Mexico is projected to grow at the highest CAGR during the forecast period
  9.2.2 SOUTH AMERICA
    9.2.2.1 Brazil
      9.2.2.1.1 Brazil expected to hold the largest share in the South American AI in agriculture market
    9.2.2.2 Argentina
      9.2.2.2.1 Expanding industrial production in Argentina is
driving the market
    9.2.2.3 Rest of South America
9.3 EUROPE
  9.3.1 UK
    9.3.1.1 Increasing adoption of AI-based solutions for agriculture is driving the UK market
  9.3.2 GERMANY
    9.3.2.1 Germany held the largest share of European AI in agriculture market in 2019
  9.3.3 FRANCE
    9.3.3.1 Increasing number of start-ups developing AI solutions for agriculture is driving the market in Europe
  9.3.4 ITALY
    9.3.4.1 AI in agriculture market in Italy is growing steadily to overcome drastic climate conditions
  9.3.5 SPAIN
    9.3.5.1 Favorable government policies are driving the AI in agriculture market in Spain
  9.3.6 REST OF EUROPE
9.4 ASIA PACIFIC
  9.4.1 AUSTRALIA
    9.4.1.1 Australia expected to hold the largest share of the AI in agriculture market in APAC
  9.4.2 CHINA
    9.4.2.1 Increasing precision farming applications in China is expected to drive the AI in agriculture market for APAC
  9.4.3 JAPAN
    9.4.3.1 In 2019, Japan held the second-largest share of AI in agriculture market in APAC
  9.4.4 SOUTH KOREA
    9.4.4.1 Government funding and initiatives are driving the growth of AI in agriculture market in South Korea
  9.4.5 INDIA
    9.4.5.1 India is expected to be the fastest-growing AI in agriculture market in APAC
  9.4.6 REST OF APAC
9.5 REST OF THE WORLD
  9.5.1 INCREASING AWARENESS AMONG FARMERS REGARDING THE BENEFITS OF AI ASSISTED AGRICULTURAL OPERATIONS IS DRIVING THE MARKET IN ROW

10 COMPETITIVE LANDSCAPE

10.1 OVERVIEW
10.2 RANKING ANALYSIS
10.3 COMPETITIVE SCENARIO
  10.3.1 PRODUCT LAUNCHES AND DEVELOPMENTS
  10.3.2 PARTNERSHIPS, AGREEMENTS, AND COLLABORATIONS
  10.3.3 MERGERS AND ACQUISITIONS
10.4 COMPETITIVE LEADERSHIP MAPPING
  10.4.1 VISIONARY LEADERS
  10.4.2 DYNAMIC DIFFERENTIATORS
  10.4.3 INNOVATORS
  10.4.4 EMERGING COMPANIES

11 COMPANY PROFILES

11.1 KEY PLAYERS
(Business Overview, Products Offered, Recent Developments, SWOT Analysis, MnM View)*
  11.1.1 IBM
  11.1.2 DEERE & COMPANY
  11.1.3 MICROSOFT
  11.1.4 THE CLIMATE CORPORATION
  11.1.5 FARMERS EDGE
  11.1.6 GRANULAR
  11.1.7 AGEAGLE
  11.1.8 DESCARTES LABS
  11.1.9 PROSPERA
  11.1.10 TARANIS
  11.1.11 AWHERE
11.2 RIGHT-TO-WIN
11.3 OTHER KEY COMPANIES
  11.3.1 GAMAYA
  11.3.2 EC2CE
  11.3.3 PRECISION HAWK
  11.3.4 VINEVIEW
  11.3.5 CAINTHUS
  11.3.6 TULE TECHNOLOGIES
  11.3.7 RESSON
  11.3.8 CONNECTERRA
  11.3.9 VISION ROBOTICS
  11.3.10 FARMBOT
  11.3.11 HARVEST CROO
  11.3.12 PEAT
  11.3.13 AUTONOMOUS TRACTOR CORPORATION
  11.3.14 TRACE GENOMICS
  11.3.15 CROPX TECHNOLOGIES
*Business Overview, Products Offered, Recent Developments, SWOT Analysis, MnM View might not be captured in case of unlisted companies.

12 APPENDIX

12.1 INSIGHTS OF INDUSTRY EXPERTS
12.2 DISCUSSION GUIDE
12.3 KNOWLEDGE STORE: MARKETSANDMARKETS’ SUBSCRIPTION PORTAL
12.4 AVAILABLE CUSTOMIZATIONS
12.5 RELATED REPORTS
12.6 AUTHOR DETAILS

LIST OF TABLES

TABLE 1 AI IN AGRICULTURE MARKET, BY TECHNOLOGY, 2017–2026 (USD MILLION)
TABLE 2 AI IN AGRICULTURE MARKET FOR MACHINE LEARNING TECHNOLOGY, BY REGION, 2017–2026 (USD MILLION)
TABLE 3 AI IN AGRICULTURE MARKET FOR COMPUTER VISION TECHNOLOGY, BY REGION, 2017–2026 (USD MILLION)
TABLE 4 AI IN AGRICULTURE MARKET FOR PREDICTIVE ANALYTICS TECHNOLOGY, BY REGION, 2017–2026 (USD MILLION)
TABLE 5 AI IN AGRICULTURE MARKET, BY OFFERING, 2017–2026 (USD MILLION)
TABLE 6 AI IN AGRICULTURE MARKET FOR HARDWARE, BY TYPE, 2017–2026 (USD MILLION)
TABLE 7 AI IN AGRICULTURE MARKET FOR HARDWARE, BY REGION, 2017–2026 (USD MILLION)
TABLE 8 AI IN AGRICULTURE MARKET FOR PROCESSOR, BY TYPE, 2017–2026 (USD MILLION)
TABLE 9 AI IN AGRICULTURE MARKET FOR SOFTWARE, BY TYPE, 2017–2026 (USD MILLION)
TABLE 10 AI IN AGRICULTURE MARKET FOR SOFTWARE, BY REGION, 2017–2026 (USD MILLION)
TABLE 11 AI PLATFORM MARKET, BY PLATFORM TYPE, 2017–2026 (USD MILLION)
TABLE 12 AI SOLUTION MARKET, BY DEPLOYMENT TYPE, 2017–2026 (USD MILLION)
TABLE 13 AI IN AGRICULTURE MARKET FOR SERVICES, BY TYPE, 2017–2026 (USD MILLION)
TABLE 14 AI IN AGRICULTURE MARKET FOR SERVICES, BY REGION, 2017–2026 (USD MILLION)
TABLE 15 AI IN AGRICULTURE MARKET, BY APPLICATION, 2017–2026 (USD MILLION)
TABLE 16 PRECISION FARMING: AI IN AGRICULTURE MARKET, BY REGION

2017–2026 (USD MILLION)

TABLE 17 PRECISION FARMING: AI IN AGRICULTURE MARKET, BY TYPE, 2017–2026 (USD MILLION)
TABLE 18 PRECISION FARMING: AI IN AGRICULTURE MARKET IN AMERICAS, BY REGION, 2017–2026 (USD MILLION)
TABLE 19 PRECISION FARMING: AI IN AGRICULTURE MARKET IN NORTH AMERICA, BY COUNTRY, 2017–2026 (USD MILLION)
TABLE 20 PRECISION FARMING: AI IN AGRICULTURE MARKET IN SOUTH AMERICA, BY COUNTRY, 2017–2026 (USD MILLION)
TABLE 21 PRECISION FARMING: AI IN AGRICULTURE MARKET IN EUROPE, BY COUNTRY, 2017–2026 (USD MILLION)
TABLE 22 PRECISION FARMING: AI IN AGRICULTURE MARKET IN ASIA PACIFIC, BY COUNTRY, 2017–2026 (USD MILLION)
TABLE 23 PRECISION FARMING: AI IN AGRICULTURE MARKET IN ROW, BY REGION, 2017–2026 (USD MILLION)
TABLE 24 LIVESTOCK MONITORING: AI IN AGRICULTURE MARKET, BY REGION, 2017–2026 (USD MILLION)
TABLE 25 LIVESTOCK MONITORING: AI IN AGRICULTURE MARKET IN AMERICAS, BY REGION, 2017–2026 (USD MILLION)
TABLE 26 LIVESTOCK MONITORING: AI IN AGRICULTURE MARKET IN NORTH AMERICA, BY COUNTRY, 2017–2026, (USD MILLION)
TABLE 27 LIVESTOCK MONITORING: AI IN AGRICULTURE MARKET IN SOUTH AMERICA, BY COUNTRY, 2017–2026 (USD MILLION)
TABLE 28 LIVESTOCK MONITORING: AI IN AGRICULTURE MARKET IN EUROPE, BY COUNTRY, 2017–2026 (USD MILLION)
TABLE 29 LIVESTOCK MONITORING: AI IN AGRICULTURE MARKET IN ASIA PACIFIC, BY COUNTRY, 2017–2026 (USD MILLION)
TABLE 30 LIVESTOCK MONITORING: AI IN AGRICULTURE MARKET IN ROW, BY REGION, 2017–2026 (USD MILLION)
TABLE 31 DRONE ANALYTICS: AI IN AGRICULTURE MARKET, BY REGION, 2017–2026 (USD MILLION)
TABLE 32 DRONE ANALYTICS: AI IN AGRICULTURE MARKET IN AMERICAS, BY REGION, 2017–2026 (USD MILLION)
TABLE 33 DRONE ANALYTICS: AI IN AGRICULTURE MARKET IN NORTH AMERICA, BY COUNTRY, 2017–2026 (USD MILLION)
TABLE 34 DRONE ANALYTICS: AI IN AGRICULTURE MARKET IN SOUTH AMERICA, BY COUNTRY, 2017–2026 (USD MILLION)
TABLE 35 DRONE ANALYTICS: AI IN AGRICULTURE MARKET IN EUROPE, BY COUNTRY, 2017–2026 (USD MILLION)
TABLE 36 DRONE ANALYTICS: AI IN AGRICULTURE MARKET IN ASIA PACIFIC, BY COUNTRY, 2017–2026 (USD MILLION)
TABLE 37 DRONE ANALYTICS: AI IN AGRICULTURE MARKET IN ROW, BY REGION, 2017–2026 (USD MILLION)
TABLE 38 AGRICULTURE ROBOTS: AI IN AGRICULTURE MARKET, BY REGION, 2017–2026 (USD MILLION)
TABLE 39 AGRICULTURE ROBOTS: AI IN AGRICULTURE MARKET IN AMERICAS, BY REGION, 2017–2026 (USD MILLION)
TABLE 40 AGRICULTURE ROBOTS: AI IN AGRICULTURE MARKET IN NORTH AMERICA, BY COUNTRY, 2017–2026 (USD MILLION)
TABLE 41 AGRICULTURE ROBOTS: AI IN AGRICULTURE MARKET IN SOUTH AMERICA, BY COUNTRY, 2017–2026 (USD MILLION)
TABLE 42 AGRICULTURE ROBOTS: AI IN AGRICULTURE MARKET IN EUROPE, BY COUNTRY, 2017–2026 (USD MILLION)
TABLE 43 AGRICULTURE ROBOTS: AI IN AGRICULTURE MARKET IN ASIA PACIFIC, BY COUNTRY, 2017–2026 (USD MILLION)
TABLE 44 AGRICULTURE ROBOTS: AI IN AGRICULTURE MARKET IN ROW, BY REGION, 2017–2026 (USD MILLION)
TABLE 45 LABOR MANAGEMENT: AI IN AGRICULTURE MARKET, BY REGION, 2017–2026 (USD MILLION)
TABLE 46 LABOR MANAGEMENT: AI IN AGRICULTURE MARKET IN AMERICAS, BY REGION, 2017–2026 (USD MILLION)
TABLE 47 LABOR MANAGEMENT: AI IN AGRICULTURE MARKET IN NORTH AMERICA, BY COUNTRY, 2017–2026 (USD MILLION)
TABLE 48 LABOR MANAGEMENT: AI IN AGRICULTURE MARKET IN SOUTH AMERICA, BY COUNTRY, 2017–2026 (USD MILLION)
TABLE 49 LABOR MANAGEMENT: AI IN AGRICULTURE MARKET IN EUROPE, BY COUNTRY, 2017–2026 (USD MILLION)
TABLE 50 LABOR MANAGEMENT: AI IN AGRICULTURE MARKET IN ASIA PACIFIC, BY COUNTRY, 2017–2026 (USD MILLION)
TABLE 51 LABOR MANAGEMENT: AI IN AGRICULTURE MARKET IN ROW, BY REGION, 2017–2026 (USD MILLION)
TABLE 52 OTHER APPLICATIONS: AI IN AGRICULTURE MARKET, BY REGION, 2017–2026 (USD MILLION)
TABLE 53 OTHER APPLICATIONS: AI IN AGRICULTURE MARKET IN AMERICAS, BY REGION, 2017–2026 (USD MILLION)
TABLE 54 OTHER APPLICATIONS: AI IN AGRICULTURE MARKET IN NORTH AMERICA, BY COUNTRY, 2017–2026 (USD MILLION)
TABLE 55 OTHER APPLICATIONS: AI IN AGRICULTURE MARKET IN SOUTH AMERICA, BY COUNTRY, 2017–2026 (USD MILLION)
TABLE 56 OTHER APPLICATIONS: AI IN AGRICULTURE MARKET IN EUROPE, BY COUNTRY, 2017–2026 (USD MILLION)
TABLE 57 OTHER APPLICATIONS: AI IN AGRICULTURE MARKET IN ASIA PACIFIC, BY COUNTRY, 2017–2026 (USD MILLION)
TABLE 58 OTHER APPLICATIONS: AI IN AGRICULTURE MARKET IN ROW, BY REGION, 2017–2026 (USD MILLION)
TABLE 59 ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET, BY REGION, 2017–2026 (USD MILLION)
TABLE 60 AI IN AGRICULTURE MARKET IN AMERICAS, BY APPLICATION, 2017–2026 (USD MILLION)
TABLE 61 AI IN AGRICULTURE MARKET IN AMERICAS, BY TECHNOLOGY, 2017–2026 (USD MILLION)
TABLE 62 AI IN AGRICULTURE MARKET IN AMERICAS, BY OFFERING, 2017–2026 (USD MILLION)
TABLE 63 AI IN AGRICULTURE MARKET IN AMERICAS, BY REGION, 2017–2026 (USD MILLION)
TABLE 64 AI IN AGRICULTURE MARKET IN NORTH AMERICA, BY COUNTRY, 2017–2026 (USD MILLION)
TABLE 65 AI IN AGRICULTURE MARKET IN SOUTH AMERICA, BY COUNTRY, 2017–2026 (USD MILLION)
TABLE 66 AI IN AGRICULTURE MARKET IN EUROPE, BY APPLICATION, 2017–2026 (USD MILLION)
TABLE 67 AI IN AGRICULTURE MARKET IN EUROPE, BY TECHNOLOGY, 2017–2026 (USD MILLION)
TABLE 68 AI IN AGRICULTURE MARKET IN EUROPE, BY OFFERING, 2017–2026 (USD MILLION)
TABLE 69 AI IN AGRICULTURE MARKET IN EUROPE, BY COUNTRY, 2017–2026 (USD MILLION)
TABLE 70 AI IN AGRICULTURE MARKET IN ASIA PACIFIC, BY APPLICATION, 2017–2026 (USD MILLION)
TABLE 71 AI IN AGRICULTURE MARKET IN ASIA PACIFIC, BY TECHNOLOGY, 2017–2026 (USD MILLION)
TABLE 72 AI IN AGRICULTURE MARKET IN ASIA PACIFIC, BY OFFERING, 2017–2026 (USD MILLION)
TABLE 73 AI IN AGRICULTURE MARKET IN ASIA PACIFIC, BY COUNTRY, 2017–2026 (USD MILLION)
TABLE 74 AI IN AGRICULTURE MARKET IN ROW, BY APPLICATION, 2017–2026 (USD MILLION)
TABLE 75 AI IN AGRICULTURE MARKET IN ROW, BY TECHNOLOGY, 2017–2026 (USD MILLION)
TABLE 76 AI IN AGRICULTURE MARKET IN ROW, BY OFFERING, 2017–2026 (USD MILLION)
TABLE 77 AI IN AGRICULTURE MARKET IN ROW, BY REGION, 2017–2026 (USD MILLION)
TABLE 78 RANKING ANALYSIS OF TOP 5 PLAYERS IN AI IN AGRICULTURE MARKET
TABLE 79 PRODUCT LAUNCHES AND DEVELOPMENTS, AUGUST 2018– DECEMBER 2019
TABLE 80 PARTNERSHIPS, AGREEMENTS, AND COLLABORATIONS, NOVEMBER

2019–MARCH 2020

TABLE 81 ACQUISITIONS, SEPTEMBER 2017–SEPTEMBER 2018

LIST OF FIGURES

FIGURE 1 ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SEGMENTATION
FIGURE 2 ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET: RESEARCH DESIGN
FIGURE 3 MARKET SIZE ESTIMATION METHODOLOGY: BOTTOM-UP APPROACH
FIGURE 4 MARKET SIZE ESTIMATION METHODOLOGY: TOP-DOWN APPROACH
FIGURE 5 MARKET BREAKDOWN AND DATA TRIANGULATION
FIGURE 6 ASSUMPTIONS FOR RESEARCH STUDY
FIGURE 7 GLOBAL AI IN AGRICULTURE MARKET SIZE, 2017–2026 (USD MILLION)
FIGURE 8 BY OFFERING, SOFTWARE SEGMENT TO HOLD THE LARGEST MARKET SIZE DURING THE FORECAST PERIOD
FIGURE 9 BY APPLICATION, DRONE ANALYTICS SEGMENT TO GROW AT THE HIGHEST RATE DURING THE FORECAST PERIOD
FIGURE 10 BY TECHNOLOGY, COMPUTER VISION SEGMENT TO GROW AT THE HIGHEST RATE DURING THE FORECAST PERIOD
FIGURE 11 AI IN AGRICULTURE MARKET IN APAC EXPECTED TO GROW AT THE HIGHEST RATE DURING THE FORECAST PERIOD
FIGURE 12 AI IN AGRICULTURE MARKET IS PROJECTED TO WITNESS A HIGH GROWTH RATE BETWEEN 2020 AND 2026
FIGURE 13 SOFTWARE HELD THE LARGEST MARKET SHARE IN 2019
FIGURE 14 MACHINE LEARNING TECHNOLOGY TO HOLD THE LARGEST MARKET SIZE DURING THE FORECAST PERIOD
FIGURE 15 AUSTRALIA EXPECTED TO HOLD THE LARGEST MARKET SHARE IN APAC IN 2019
FIGURE 16 US HELD THE LARGEST SHARE OF THE AI IN AGRICULTURE MARKET IN 2019
FIGURE 17 ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET: DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES
FIGURE 18 AMOUNT OF DATA GENERATED BY IOT-CONNECTED FARMS GLOBALLY, PER DAY
FIGURE 19 VALUE CHAIN ANALYSIS: MAJOR VALUE IS ADDED DURING COMPONENT DEVELOPMENT AND DEVICE INTEGRATION PHASE
FIGURE 20 COMPUTER VISION TECHNOLOGY TO REGISTER THE HIGHEST CAGR BETWEEN 2020 AND 2026
FIGURE 21 AMERICAS TO HOLD THE LARGEST MARKET SIZE FOR COMPUTER VISION TECHNOLOGY BETWEEN 2020 AND 2026
FIGURE 22 HARDWARE SEGMENT TO GROW AT THE HIGHEST RATE BETWEEN

2020 AND 2026

FIGURE 23 BY SOFTWARE, AI PLATFORM EXPECTED TO WITNESS A HIGHER CAGR THAN AI SOLUTION DURING THE FORECAST PERIOD
FIGURE 24 AMERICAS TO HOLD THE LARGEST SIZE OF THE AI IN AGRICULTURE MARKET FOR SERVICES DURING THE FORECAST PERIOD
FIGURE 25 DRONE ANALYTICS APPLICATION PROJECTED TO GROW AT THE HIGHEST CAGR DURING THE FORECAST PERIOD
FIGURE 26 MARKET FOR PRECISION FARMING APPLICATION IN REST OF EUROPE EXPECTED TO GROW AT THE HIGHEST CAGR DURING THE FORECAST PERIOD
FIGURE 27 AMERICAS TO DOMINATE THE AI IN AGRICULTURE MARKET FOR LIVESTOCK MONITORING APPLICATION BETWEEN 2020 AND 2026
FIGURE 28 ASIA PACIFIC TO EXHIBIT THE HIGHEST GROWTH IN THE AI IN AGRICULTURE MARKET FOR DRONE ANALYTICS APPLICATION DURING THE FORECAST PERIOD
FIGURE 29 AMERICAS TO HOLD THE LARGEST MARKET SIZE FOR AGRICULTURE ROBOTS APPLICATION BY 2026
FIGURE 30 LABOR MANAGEMENT APPLICATION IN MEXICO TO GROW AT THE HIGHEST RATE DURING THE FORECAST PERIOD
FIGURE 31 AMERICAS TO ACCOUNT FOR THE LARGEST SIZE OF THE AI IN AGRICULTURE MARKET IN OTHER APPLICATIONS BY 2026
FIGURE 32 GEOGRAPHIC SNAPSHOT: RAPIDLY GROWING ECONOMIES, SUCH AS AUSTRALIA, CHINA, AND INDIA, ARE EMERGING AS NEW HOTSPOTS FOR THE AI IN AGRICULTURE MARKET
FIGURE 33 AMERICAS: AI IN AGRICULTURE MARKET SNAPSHOT
FIGURE 34 EUROPE: AI IN AGRICULTURE MARKET SNAPSHOT
FIGURE 35 ASIA PACIFIC: AI IN AGRICULTURE MARKET SNAPSHOT
FIGURE 36 PARTNERSHIPS, AGREEMENTS, AND COLLABORATIONS WERE KEY GROWTH STRATEGIES ADOPTED BY COMPANIES FROM SEPTEMBER 2017 TO MARCH 2020
FIGURE 37 AI IN AGRICULTURE MARKET (GLOBAL) COMPETITIVE LEADERSHIP MAPPING, 2019
FIGURE 38 IBM: COMPANY SNAPSHOT
FIGURE 39 DEERE & COMPANY: COMPANY SNAPSHOT
FIGURE 40 MICROSOFT: COMPANY SNAPSHOT


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