Market Research Logo

AI in Agriculture Market by Technology (Machine Learning, Computer Vision, Predictive Analytics), Offering, Application (Precision Farming, Drone Analytics, Agriculture Robots, Livestock Monitoring), Offering, and Geography - Global Forecast to 2025

AI in Agriculture Market by Technology (Machine Learning, Computer Vision, Predictive Analytics), Offering, Application (Precision Farming, Drone Analytics, Agriculture Robots, Livestock Monitoring), Offering, and Geography - Global Forecast to 2025

“AI in agriculture market anticipated to grow at a CAGR of 22.5% from 2017 to 2025”
The AI in agriculture market is estimated to be worth USD 2,628.5 million by 2025 from USD 518.7 million in 2017, growing at a CAGR of 22.5% between 2017 and 2025. The major factors driving the growth of the AI in agriculture market include the growing demand for agricultural production owing to the increasing population, rising adoption of information management systems and new, advanced technologies for improving crop productivity, increasing crop productivity by implementing deep learning techniques, and growing initiatives by worldwide governments supporting the adoption of modern agricultural techniques. The high cost of gathering precise field data is a major factor restraining the growth of the AI in agriculture market.

“AI in agriculture market for computer vision technology estimated to grow at the highest CAGR during the forecast period”
The market for computer vision is expected to grow at the highest CAGR during the forecast period. The increasing use of computer vision technology for agriculture applications, such as plant image recognition, and the rising demand for continuous monitoring and analyzing crop health are the major factors contributing to the growth of the market for AI solutions based on computer vision technology.

“Market for drone analytics applications expected to grow at the highest CAGR during the forecast period”
The market for drone analytics is expected to grow at the highest CAGR during the forecast period owing to its extensive use in diagnosing and mapping crop health and making real-time decisions. Further, favorable government mandates for using drones in agriculture field is expected to fuel the growth of the AI in agriculture market for the drone analytics application.

“AI in agriculture market in Asia Pacific expected to grow at the highest CAGR during the forecast period”
The increasing adoption of deep learning and computer vision technologies for agricultural applications is a major driving factor for the market growth in the APAC region. Further, the increasing awareness among growers regarding benefits associated with artificial intelligence technologies, such as computer vision, machine learning, and deep learning, for various farming applications is also a major factor contributing toward the growth of the AI in agriculture market in this region.

The breakup of primaries conducted during the study is depicted below:
• 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%, APAC – 20%, and RoW – 10%

The key players operating in the AI in agriculture market are IBM (US), John Deere (US), Microsoft (US), Agribotix (US), The Climate Corporation (US), ec2ce (Spain), Descartes Labs (US), Sky Squirrel Technologies (Canada), Mavrx (US), aWhere (US), Gamaya (Switzerland), Precision Hawk (US), Granular (US), Prospera (Israel), Cainthus (US), and Spensa Technologies (US).

Research Coverage:
This report covers the AI in agriculture market based on offering, technology, application, and region. The AI in agriculture market based on offering has been segmented into hardware, software, AI-as-a-Service, and Service. Based on applications, the AI in agriculture market has been segmented into precision farming, livestock monitoring, drone analytics, agriculture robots, and others. On the basis technology, the AI in agriculture market has been classified into machine learning, computer vision, and predictive analytics. On the basis of region, the market has been segmented into the Americas, Europe, Asia Pacific (APAC), and RoW.

Key Benefits of Buying the Report:
• This report includes the market statistics pertaining to offering, application, technology, and region, along with their respective market sizes.
• In-depth analysis of the value chain has been done to provide an in-depth insight into the AI in agriculture market.
• Major drivers, restraints, challenges, and opportunities pertaining to the AI in agriculture market have been detailed in this report.
• Illustrative segmentation, analysis, and forecast for the markets on the basis of offering, application, technology, and region have been conducted to provide an overall view of the AI in agriculture market.
• The report includes a detailed competitive leadership mapping, including key players and their in-depth analysis and ranking of the key players.


  • INTRODUCTION
    • OBJECTIVES OF THE STUDY
    • MARKET DEFINITION
    • MARKET SCOPE
      • MARKETS COVERED
      • YEARS CONSIDERED FOR STUDY
    • CURRENCY
    • LIMITATIONS
    • STAKEHOLDERS
  • RESEARCH METHODOLOGY
    • RESEARCH DATA
      • SECONDARY DATA
      • PRIMARY DATA
      • SECONDARY AND PRIMARY RESEARCH
    • MARKET SIZE ESTIMATION
      • BOTTOM-UP APPROACH
      • TOP-DOWN APPROACH
    • MARKET BREAKDOWN AND DATA TRIANGULATION
    • RESEARCH ASSUMPTIONS
  • EXECUTIVE SUMMARY
  • PREMIUM INSIGHTS
    • ATTRACTIVE OPPORTUNITIES IN THE AI IN AGRICULTURE MARKET
    • AI IN AGRICULTURE MARKET, BY APPLICATION
    • AI IN AGRICULTURE MARKET, BY GEOGRAPHY
    • AI IN AGRICULTURE MARKET, BY OFFERING
    • AI IN AGRICULTURE MARKET, BY TECHNOLOGY
  • MARKET OVERVIEW
    • INTRODUCTION
    • MARKET DYNAMICS
      • DRIVERS
      • RESTRAINTS
      • OPPORTUNITIES
      • CHALLENGES
  • INDUSTRY TRENDS
    • INTRODUCTION
    • VALUE CHAIN ANALYSIS
    • INDUSTRY TRENDS
  • ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET, BY TECHNOLOGY
    • INTRODUCTION
      • Table AI IN AGRICULTURE MARKET, BY TECHNOLOGY, 2014-2025 (USD MILLION)
    • MACHINE LEARNING
      • Table AI IN AGRICULTURE MARKET FOR MACHINE LEARNING TECHNOLOGY, BY REGION, 2014-2025 (USD MILLION)
    • COMPUTER VISION
      • Table AI IN AGRICULTURE MARKET FOR COMPUTER VISION TECHNOLOGY, BY REGION, 2014-2025 (USD MILLION)
    • PREDICTIVE ANALYTICS
      • Table AI IN AGRICULTURE MARKET FOR PREDICTIVE ANALYTICS TECHNOLOGY, BY REGION, 2014-2025 (USD MILLION)
  • ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET, BY OFFERING
    • INTRODUCTION
      • Table AI IN AGRICULTURE MARKET, BY OFFERING, 2014-2025 (USD MILLION)
    • HARDWARE
      • Table AI IN AGRICULTURE MARKET FOR HARDWARE SEGMENT, BY TYPE, 2014-2025 (USD MILLION)
      • Table AI IN AGRICULTURE MARKET FOR HARDWARE SEGMENT, BY REGION, 2014-2025 (USD MILLION)
      • PROCESSOR
        • Table AI IN AGRICULTURE MARKET FOR PROCESSORS, BY TYPE, 2014-2025 (USD MILLION)
      • STORAGE DEVICE
      • NETWORK
    • SOFTWARE
      • Table AI IN AGRICULTURE MARKET FOR SOFTWARE SEGMENT, BY TYPE, 2014-2025 (USD MILLION)
      • Table AI IN AGRICULTURE MARKET FOR SOFTWARE SEGMENT, BY REGION, 2014-2025 (USD MILLION)
      • AI PLATFORM
        • Table MARKET FOR AI PLATFORMS , BY PLATFORM TYPE, 2014-2025 (USD MILLION)
      • AI SOLUTION
        • Table MARKET FOR AI SOLUTIONS , BY DEPLOYMENT TYPE, 2014-2025 (USD MILLION)
    • AI-AS-A-SERVICE
    • SERVICE
      • Table AI IN AGRICULTURE MARKET FOR SERVICES, BY TYPE, 2014-2025 (USD MILLION)
      • Table AI IN AGRICULTURE MARKET FOR SERVICES, BY REGION, 2014-2025 (USD MILLION)
      • DEPLOYMENT AND INTEGRATION
      • SUPPORT AND MAINTENANCE
  • ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET, BY APPLICATION
    • INTRODUCTION
      • Table AI IN AGRICULTURE MARKET, BY APPLICATION, 2014-2025 (USD MILLION) APPLICATION 2014 2015 2016 2017 2019 2021 2023 2025
    • PRECISION FARMING
      • Table AI IN AGRICULTURE MARKET FOR PRECISION FARMING APPLICATION, BY REGION 2014-2025 (USD MILLION)
      • Table AI IN AGRICULTURE MARKET FOR PRECISION FARMING APPLICATION, BY TYPE, 2014-2025 (USD MILLION)
      • Table AI IN AGRICULTURE MARKET FOR PRECISION FARMING APPLICATION IN AMERICAS, BY REGION, 2014-2025 (USD MILLION)
      • Table AI IN AGRICULTURE MARKET IN NORTH AMERICA FOR PRECISION FARMING APPLICATION, BY COUNTRY, 2014-2025 (USD MILLION)
      • Table AI IN AGRICULTURE MARKET IN SOUTH AMERICA FOR PRECISION FARMING APPLICATION, BY COUNTRY, 2014-2025 (USD MILLION)
      • Table AI IN AGRICULTURE MARKET IN EUROPE FOR PRECISION FARMING APPLICATION, BY COUNTRY, 2014-2025 (USD MILLION)
      • Table AI IN AGRICULTURE MARKET IN ASIA PACIFIC FOR PRECISION FARMING APPLICATION, BY COUNTRY, 2014-2025 (USD MILLION)
      • Table AI IN AGRICULTURE MARKET IN ROW FOR PRECISION FARMING APPLICATION, BY REGION, 2014-2025 (USD MILLION)
      • YIELD MONITORING
      • FIELD MAPPING
      • CROP SCOUTING
      • WEATHER TRACKING AND FORECASTING
      • IRRIGATION MANAGEMENT
    • LIVESTOCK MONITORING
      • Table AI IN AGRICULTURE MARKET FOR LIVESTOCK MONITORING APPLICATION, BY REGION, 2014-2025 (USD MILLION)
      • Table AI IN AGRICULTURE MARKET IN AMERICAS FOR LIVESTOCK MONITORING APPLICATION, BY REGION, 2014-2025 (USD MILLION)
      • Table AI IN AGRICULTURE MARKET IN NORTH AMERICA FOR LIVESTOCK MONITORING APPLICATION, BY COUNTRY 2014-2025, (USD MILLION)
      • Table AI IN AGRICULTURE MARKET IN SOUTH AMERICA FOR LIVESTOCK MONITORING APPLICATION, BY COUNTRY, 2014-2025 (USD MILLION)
      • Table AI IN AGRICULTURE MARKET IN EUROPE FOR LIVESTOCK MONITORING APPLICATION, BY COUNTRY, 2014-2025 (USD MILLION)
      • Table AI IN AGRICULTURE MARKET IN ASIA PACIFIC FOR LIVESTOCK MONITORING APPLICATION, BY COUNTRY, 2014-2025 (USD MILLION)
      • Table AI IN AGRICULTURE MARKET IN ROW FOR LIVESTOCK MONITORING APPLICATION, BY REGION, 2014-2025 (USD MILLION)
    • DRONE ANALYTICS
      • Table AI IN AGRICULTURE MARKET FOR DRONE ANALYTICS APPLICATION, BY REGION, 2014-2025 (USD MILLION)
      • Table AI IN AGRICULTURE MARKET IN AMERICAS FOR DRONE ANALYTICS APPLICATION, BY REGION, 2014-2025 (USD MILLION)
      • Table AI IN AGRICULTURE MARKET IN NORTH AMERICA FOR DRONE ANALYTICS APPLICATION, BY COUNTRY, 2014-2025 (USD MILLION)
      • Table AI IN AGRICULTURE MARKET IN SOUTH AMERICA FOR DRONE ANALYTICS APPLICATION, BY COUNTRY, 2014-2025 (USD MILLION)
      • Table AI IN AGRICULTURE MARKET IN EUROPE FOR DRONE ANALYTICS APPLICATION, BY COUNTRY, 2014-2025 (USD MILLION)
      • Table AI IN AGRICULTURE MARKET IN ASIA PACIFIC FOR DRONE ANALYTICS APPLICATION, BY COUNTRY, 2014-2025 (USD MILLION)
      • Table AI IN AGRICULTURE MARKET IN ROW FOR DRONE ANALYTICS APPLICATION, BY REGION, 2014-2025 (USD MILLION)
    • AGRICULTURE ROBOTS
      • Table AI IN AGRICULTURE MARKET FOR AGRICULTURE ROBOTS APPLICATION, BY REGION, 2014-2025 (USD MILLION)
      • Table AI IN AGRICULTURE MARKET IN AMERICAS FOR AGRICULTURE ROBOTS APPLICATION, BY REGION, 2014-2025 (USD MILLION)
      • Table AI IN AGRICULTURE MARKET IN NORTH AMERICA FOR AGRICULTURE ROBOTS APPLICATION, BY COUNTRY, 2014-2025 (USD MILLION)
      • Table AI IN AGRICULTURE MARKET IN SOUTH AMERICA FOR AGRICULTURE ROBOTS, BY COUNTRY, 2014-2025 (USD MILLION)
      • Table AI IN AGRICULTURE MARKET IN EUROPE FOR AGRICULTURE ROBOTS APPLICATION, BY COUNTRY, 2014-2025 (USD MILLION)
      • Table AI IN AGRICULTURE MARKET IN ASIA PACIFIC FOR AGRICULTURE ROBOTS APPLICATION, BY COUNTRY, 2014-2025 (USD MILLION)
      • Table AI IN AGRICULTURE MARKET IN ROW FOR AGRICULTURE ROBOTS APPLICATION, BY REGION, 2014-2025 (USD MILLION)
    • OTHER APPLICATIONS
      • SMART GREENHOUSE APPLICATIONS
      • SOIL MANAGEMENT
      • FISH FARMING APPLICATION
        • Table AI IN AGRICULTURE MARKET FOR OTHER APPLICATIONS, BY REGION, 2014-2025 (USD MILLION)
        • Table AI IN AGRICULTURE MARKET IN AMERICAS FOR OTHER APPLICATIONS, BY REGION, 2014-2025 (USD MILLION)
        • Table AI IN AGRICULTURE MARKET IN NORTH AMERICA FOR OTHER APPLICATIONS, BY COUNTRY, 2014-2025 (USD MILLION)
        • Table AI IN AGRICULTURE MARKET IN SOUTH AMERICA FOR OTHER APPLICATIONS, BY COUNTRY, 2014-2025 (USD MILLION)
        • Table AI IN AGRICULTURE MARKET IN EUROPE FOR OTHER APPLICATIONS, BY COUNTRY, 2014-2025 (USD MILLION)
        • Table AI IN AGRICULTURE MARKET IN ASIA PACIFIC FOR OTHER APPLICATIONS, BY COUNTRY, 2014-2025 (USD MILLION)
        • Table AI IN AGRICULTURE MARKET IN ROW FOR OTHER APPLICATIONS, BY REGION, 2014-2025 (USD MILLION)
  • GEOGRAPHIC ANALYSIS
    • INTRODUCTION
      • Table AI IN AGRICULTURE MARKET, BY REGION, 2014-2025 (USD MILLION)
    • AMERICAS
      • Table AI IN AGRICULTURE MARKET IN AMERICAS, BY APPLICATION, 2014-2025 (USD MILLION) APPLICATION
      • Table AI IN AGRICULTURE MARKET IN AMERICAS, BY TECHNOLOGY, 2014-2025 (USD MILLION)
      • Table AI IN AGRICULTURE MARKET IN AMERICAS, BY OFFERING, 2014-2025 (USD MILLION)
      • Table AI IN AGRICULTURE MARKET IN AMERICAS, BY REGION, 2014-2025 (USD MILLION)
      • NORTH AMERICA
        • Table AI IN AGRICULTURE MARKET IN NORTH AMERICA, BY COUNTRY, 2014-2025 (USD MILLION)
      • SOUTH AMERICA
        • Table AI IN AGRICULTURE MARKET IN SOUTH AMERICA, BY COUNTRY, 2014-2025 (USD MILLION)
    • EUROPE
      • Table AI IN AGRICULTURE MARKET IN EUROPE, BY APPLICATION, 2014-2025 (USD MILLION) APPLICATION
      • Table AI IN AGRICULTURE MARKET IN EUROPE, BY TECHNOLOGY, 2014-2025 (USD MILLION)
      • Table AI IN AGRICULTURE MARKET IN EUROPE, BY OFFERING, 2014-2025 (USD MILLION)
      • Table AI IN AGRICULTURE MARKET IN EUROPE, BY COUNTRY, 2014-2025 (USD MILLION)
      • UK
      • GERMANY
      • FRANCE
      • ITALY
      • SPAIN
      • REST OF EUROPE
    • APAC
      • Table AI IN AGRICULTURE MARKET IN ASIA PACIFIC, BY APPLICATION, 2014-2025 (USD MILLION) APPLICATION
      • Table AI IN AGRICULTURE MARKET IN ASIA PACIFIC, BY TECHNOLOGY, 2014-2025 (USD MILLION)
      • Table AI IN AGRICULTURE MARKET IN ASIA PACIFIC, BY OFFERING, 2014-2025 (USD MILLION)
      • Table AI IN AGRICULTURE MARKET IN ASIA PACIFIC, BY COUNTRY, 2014-2025 (USD MILLION)
      • AUSTRALIA
      • CHINA
      • JAPAN
      • SOUTH KOREA
      • INDIA
      • REST OF APAC
    • REST OF THE WORLD
      • Table AI IN AGRICULTURE MARKET IN ROW, BY APPLICATION, 2014-2025 (USD MILLION) APPLICATION
      • Table AI IN AGRICULTURE MARKET IN ROW, BY TECHNOLOGY, 2014-2025 (USD MILLION)
      • Table AI IN AGRICULTURE MARKET IN ROW, BY OFFERING, 2014-2025 (USD MILLION)
      • Table AI IN AGRICULTURE MARKET IN ROW, BY REGION, 2014-2025 (USD MILLION)
  • COMPETITIVE LANDSCAPE
    • INTRODUCTION
    • MARKET RANKING FOR AI IN AGRICULTURE MARKET,2016
      • Table RANKING ANALYSIS OF THE TOP PLAYERS IN THE ARTIFICIAL INTELLIGENCE (AI) IN AGRICULTURE MARKET, 2016
    • COMPETITIVE SCENARIO
      • Table MARKET EVALUATION FRAMEWORK-PARTNERSHIPS AND AGREEMENTS EMERGED AS MAJOR GROWTH STRATEGIES BETWEEN 2014 AND 2017
    • COMPETITIVE SITUATION AND TRENDS
      • PRODUCT LAUNCHES
        • Table PRODUCT LAUNCHES, 2014-2017
      • PARTNERSHIPS, AGREEMENTS, &COLLABORATIONS
        • Table PARTNERSHIPS, AGREEMENTS, AND COLLABORATIONS, 2014-2017
      • MERGERS & ACQUISITIONS
        • Table MERGERS & ACQUISITIONS, 2014-2017
  • COMPANY PROFILES
    • INTRODUCTION
    • IBM
      • BUSINESS OVERVIEW
      • STRENGTH OF PRODUCT PORTFOLIO
      • BUSINESS STRATEGY EXCELLENCE
      • RECENT DEVELOPMENTS
    • DEERE & COMPANY
      • BUSINESS OVERVIEW
      • STRENGTH OF PRODUCT PORTFOLIO
      • BUSINESS STRATEGY EXCELLENCE
      • RECENT DEVELOPMENTS
    • MICROSOFT
      • BUSINESS OVERVIEW
      • STRENGTH OF PRODUCT PORTFOLIO
      • BUSINESS STRATEGY EXCELLENCE
      • RECENT DEVELOPMENTS
    • AGRIBOTIX
      • BUSINESS OVERVIEW
      • STRENGTH OF PRODUCT PORTFOLIO
      • BUSINESS STRATEGY EXCELLENCE
      • RECENT DEVELOPMENTS
    • THE CLIMATE CORPORATION (SUBSIDIARY OF MONSANTO)
      • BUSINESS OVERVIEW
      • STRENGTH OF PRODUCT PORTFOLIO
      • BUSINESS STRATEGY EXCELLENCE
      • RECENT DEVELOPMENTS
    • GRANULAR
      • BUSINESS OVERVIEW
      • STRENGTH OF PRODUCT PORTFOLIO
      • BUSINESS STRATEGY EXCELLENCE
      • RECENT DEVELOPMENTS
    • DESCARTES LABS
      • BUSINESS OVERVIEW
      • STRENGTH OF PRODUCT PORTFOLIO
      • BUSINESS STRATEGY EXCELLENCE
      • RECENT DEVELOPMENTS
    • PROSPERA
      • BUSINESS OVERVIEW
      • STRENGTH OF PRODUCT PORTFOLIO
      • BUSINESS STRATEGY EXCELLENCE
    • MAVRX
      • BUSINESS OVERVIEW
      • STRENGTH OF PRODUCT PORTFOLIO
      • BUSINESS STRATEGY EXCELLENCE
      • RECENT DEVELOPMENTS
    • AWHERE
      • BUSINESS OVERVIEW
      • STRENGTH OF PRODUCT PORTFOLIO
      • BUSINESS STRATEGY EXCELLENCE
      • RECENT DEVELOPMENTS
    • KEY INNOVATORS
      • GAMAYA
      • EC2CE
      • PRECISION HAWK
      • SKYSQUIRREL TECHNOLOGIES
      • CAINTHUS
    • OTHER COMPANIES
      • TULE TECHNOLOGIES
      • RESSON
      • FARMBOT
      • CONNECTERRA
      • VISION ROBOTICS
      • HARVEST CROO
      • AUTONOMOUS TRACTOR CORPORATION
      • TRACE GENOMICS
      • VINE RANGERS
      • CROPX
      • SPENSA TECHNOLOGIES
  • APPENDIX
    • INSIGHTS OF INDUSTRY EXPERTS
    • DISCUSSION GUIDE
    • KNOWLEDGE STORE: MARKETSANDMARKETS' SUBSCRIPTION PORTAL
    • INTRODUCING RT: REAL-TIME MARKET INTELLIGENCE
    • AVAILABLE CUSTOMIZATIONS
    • RELATED REPORTS
    • AUTHOR DETAILS

Download our eBook: How to Succeed Using Market Research

Learn how to effectively navigate the market research process to help guide your organization on the journey to success.

Download eBook

Share this report