Digital Agriculture Market by Technology (Peripheral and Core), Type (Hardware and Software), Operation (Farming & Feeding, Monitoring & Scouting, and Marketing & Demand Generation), Operation and Region - Global Forecast to 2027

Digital Agriculture Market by Technology (Peripheral and Core), Type (Hardware and Software), Operation (Farming & Feeding, Monitoring & Scouting, and Marketing & Demand Generation), Operation and Region - Global Forecast to 2027

According to MarketsandMarkets, the global digital agriculture market is estimated to be valued at USD 18.0 billion in 2022. It is projected to reach USD 29.8 billion by 2027, at a CAGR of 10.5%, in terms of value, between 2022 and 2027. The market is gaining momentum with increasing awareness about early technology adoption due to global labor scarcity, wider social advantages to the farmers, and high demand for agricultural products and crop health. Additionally, increasing awareness regarding farm management using different technology, real-time monitoring, and remote access to manage daily farm operations are gaining momentum in the market for digital agriculture. Key players in the market are working to provide a sustainable solution either through new product launches or by deals such as partnerships and acquisitions. This helps different players to bring their expertise and cater to the growing demands in the digital agriculture market.

“By technology, the peripheral segment occupies the largest market share during the forecast period.”

Based on technologies, the peripheral segment is estimated to occupy the largest market share during the forecast period. Peripheral technology includes different aspects such as an input device and an output device, which are integrated with binary code and electrical signal, which helps in the overall monitoring and getting proper updates on the farm activity status. There are different sensors available such as soil, water, and weather. The data available from these sensors allow farmers to continuously check on the farm and make decisions on a real-time basis, which drastically enhances the overall farm operations. However, concerns regarding data integrity and security are a concern among farmers and related stakeholders.

“By type, the hardware segment is forecasted to account for the largest market share.”

Based on types, the hardware segment accounts for the largest market share, and it will dominate the market in terms of value during the forecast period. The hardware segment for this study is further classified into automation & control systems and sensing & monitoring device. These devices reduce manual work by monitoring the entire farm in real-time. This helps in taking corrective measures immediately and optimizing the productivity of the farm.

“By operation, the farming and feeding segment is forecasted to dominate the market during the forecast period.”

Based on operations, the farming and feeding segment accounts for the largest market share in 2022. Farming and feeding include the activities performed in the field for major crops, livestock, and aquaculture farming. The solutions used for monitoring and sensing are not included in this farming and feeding operation. FAO states that we must produce 70% more food by 2050 to cater to the growing world population. The rising global demand for food and the growing focus on increasing profitability and production by implementing advanced techniques in farming are among a few major factors contributing to the growth of the farming and feeding segment in the global digital agriculture market.

“By offerings, the precision agriculture and farm management segment is estimated to account for the largest market share.”

Based on offerings, the precision agriculture and farm management segment is estimated to account for the largest market share in the global digital agriculture market and is projected to grow at a significant CAGR. Data management helps all stakeholders in the value chain to monitor all the parameters of the farm, which is the key driving factor for the growth of precision agriculture and farm management. Additionally, precision farming could be used for a range of applications on a farm as the technology has immensely helped farmers by improving their profit margins.

“North America is the largest market for the digital agriculture market during the forecast period.”

North America is the largest region in the digital agriculture market, growing with a considerable CAGR between 2022 and 2027. The region is dominated by large-scale operations, primarily focused on exports, with an organized distribution chain. The US is projected to be the largest digital agriculture market in North America during the forecast period. The increasing level of awareness regarding the benefits of crop protection and advanced technologies in the region has enabled farmers to know more about enhancing agricultural yield and productivity, which has boosted the digital agriculture market.

Break-up of Primaries

By Company Type: Tier 1 – 30%, Tier 2 – 45%, and Tier 3 – 25%

By Designation: Manager – 50%, CXOs – 25%, and Executives – 25%

By Region: Asia Pacific – 40%, Europe – 25%, North America – 25%, and RoW – 10%

Leading players profiled in this report include the following:

CISCO Systems, Inc. (US)

IBM Corporation (US)

Accenture (Ireland)

Deere & Company (US)

Trimble INC. (US)

DeLaval (Sweden)

AKVA Group (Norway)

Hexagon AB (Sweden)

DJI (China)

Epicor Software Corporation (US)

Vodafone Group PLC. (UK)

Bayer Cropscience AG (Germany)

TELUS AGRICULTURE (Canada)

Small Robot Company (England)

Zemdirbiu Konsultacijos UAB (England)

Raven Industries (US)

Gamaya (Switzerland)

AGCO Corporation (US)

PrecisionHawk (US)

Agreena (Denmark)

Ceres Imaging (US)

Agricultural Consulting Services (US)

EC2CE (Spain)

Eurofins Scientific (France)

Arable (US)

Research Coverage

This report segments the digital agriculture market based on technology, type, operation, offering, and region. In terms of insights, this research report focuses on various levels of analyses—competitive landscape, pricing insights, segment analysis, and company profiles—which together comprise and discuss the basic views on the emerging & high-growth segments of the digital agriculture market, high-growth regions, countries, industry trends, drivers, restraints, opportunities, and challenges.

Reasons to buy this report

To get a comprehensive overview of the digital agriculture market

To gain wide-ranging information about the top players in this industry, their product portfolio details, and the key strategies adopted by them

To gain insights into the major countries/regions in which the digital agriculture market is flourishing


  • INTRODUCTION
    • STUDY OBJECTIVES
    • MARKET DEFINITION
    • STUDY SCOPE
    • YEARS CONSIDERED
    • CURRENCY CONSIDERED
      • Table USD EXCHANGE RATES, 2018-2021
    • INCLUSIONS AND EXCLUSIONS
    • STAKEHOLDERS
    • LIMITATIONS
  • RESEARCH METHODOLOGY
    • RESEARCH DATA
      • SECONDARY DATA
      • PRIMARY DATA
    • MARKET SIZE ESTIMATION
    • DATA TRIANGULATION
    • RESEARCH ASSUMPTIONS
  • EXECUTIVE SUMMARY
    • Table DIGITAL AGRICULTURE MARKET SNAPSHOT, 2022 VS. 2027
  • PREMIUM INSIGHTS
    • ATTRACTIVE OPPORTUNITIES FOR DIGITAL AGRICULTURE MARKET PLAYERS
    • NORTH AMERICA: DIGITAL AGRICULTURE MARKET, BY TECHNOLOGY & COUNTRY
    • DIGITAL AGRICULTURE MARKET, BY TYPE
    • DIGITAL AGRICULTURE MARKET, BY OPERATION
    • DIGITAL AGRICULTURE MARKET, BY OFFERING
    • DIGITAL AGRICULTURE MARKET, BY TECHNOLOGY
    • DIGITAL AGRICULTURE MARKET, BY APPLICATION & REGION
  • MARKET OVERVIEW
    • INTRODUCTION
      • MACROECONOMIC FACTORS
    • MARKET DYNAMICS
      • DRIVERS
      • RESTRAINTS
      • OPPORTUNITIES
      • CHALLENGES
  • INDUSTRY TRENDS
    • INTRODUCTION
    • CURRENT LANDSCAPE OF AGRICULTURAL INDUSTRY
    • VALUE CHAIN ANALYSIS
      • RESEARCH & DEVELOPMENT
      • DEVICE & COMPONENT MANUFACTURERS
      • SYSTEM INTEGRATORS
      • SERVICE PROVIDERS
      • END USERS
    • TECHNOLOGY ANALYSIS
      • ARTIFICIAL INTELLIGENCE
      • IOT
      • UNMANNED AERIAL VEHICLES
    • ECOSYSTEM MAPPING: DIGITAL AGRICULTURE MARKET
      • DEMAND SIDE
      • SUPPLY SIDE
        • Table DIGITAL AGRICULTURE MARKET: SUPPLY CHAIN (ECOSYSTEM)
    • TRENDS IMPACTING BUYERS
    • PATENT ANALYSIS
      • Table PATENTS PERTAINING TO DIGITAL AGRICULTURE, 2020-2022
    • PRICING ANALYSIS
      • Table AVERAGE SELLING PRICE (ASP) FOR ROV SYSTEM COMPONENTS, BY PRODUCT, 2022 VS. 2027 (USD/PIECE)
      • Table ASP OF AQUACULTURE SENSORS, 2022 (USD/UNIT)
      • Table ASP OF MILKING ROBOTS, 2022 VS. 2027 (USD/UNIT)
      • Table ASP OF RFID TAGS & READERS, 2022 VS. 2027 (USD/UNIT)
    • TRADE DATA
      • Table IMPORT DATA OF AGRICULTURAL MACHINERY, BY COUNTRY, 2019-2021 (USD MILLION)
      • Table EXPORT DATA OF AGRICULTURAL MACHINERY, BY COUNTRY, 2019-2021 (USD MILLION)
      • GNSS DEVICES SHIPMENT
    • KEY CONFERENCES & EVENTS
      • Table KEY CONFERENCES & EVENTS, 2022-2023
    • PORTER'S FIVE FORCES ANALYSIS
      • Table DIGITAL AGRICULTURE MARKET: PORTER'S FIVE FORCES ANALYSIS
      • THREAT FROM NEW ENTRANTS
      • THREAT FROM SUBSTITUTES
      • BARGAINING POWER OF SUPPLIERS
      • BARGAINING POWER OF BUYERS
      • DEGREE OF COMPETITION
    • CASE STUDIES
      • INTERNAL PROCESS IMPROVEMENTS WITH DIGITAL AGRICULTURE
      • ANNA BINNA FARMS USED AGWORLD SOFTWARE PLATFORM FOR FARM RECORD-KEEPING
    • BUYING CRITERIA
      • BUYING CRITERIA ACROSS TYPES
        • Table KEY BUYING CRITERIA FOR DIGITAL AGRICULTURE TYPES
  • REGULATORY FRAMEWORK
    • TARIFF & REGULATORY LANDSCAPE
      • Table NORTH AMERICA: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
      • Table EUROPE: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
      • Table ASIA PACIFIC: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
      • Table REST OF THE WORLD: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
      • NORTH AMERICA
        • Table US: ROBOTICS FOR AGRICULTURAL AND INDUSTRIAL USE
        • Table CANADA: ROBOTIC MACHINERY AND ROBOT USAGE
        • Table MEXICO: DRONE CATEGORIES
      • EUROPEAN UNION (EU)
        • Table EU: DRONE FLYING BASED ON INTENDED OPERATIONS
        • Table EUROPE: AGRICULTURAL MACHINERY AND ROBOT PRODUCTION STANDARDS
      • ASIA PACIFIC
        • Table CHINA: ARTICLES REGARDING AGRICULTURAL TECHNOLOGIES
        • Table CHINA: DRONE CLASSIFICATION BASED ON WEIGHT
      • REST OF THE WORLD
  • DIGITAL AGRICULTURE MARKET, BY OFFERING
    • INTRODUCTION
      • Table DIGITAL AGRICULTURE MARKET, BY OFFERING, 2019-2021 (USD MILLION)
      • Table DIGITAL AGRICULTURE MARKET, BY OFFERING, 2022-2027 (USD MILLION)
    • ADVISORY SERVICES
      • ADVISORY SERVICES PROMOTE ADOPTION OF IMPROVED FARM TECHNOLOGIES
        • Table ADVISORY SERVICES MARKET, BY REGION, 2019-2021 (USD MILLION)
        • Table ADVISORY SERVICES MARKET, BY REGION, 2022-2027 (USD MILLION)
    • PRECISION AGRICULTURE & FARM MANAGEMENT
      • INCREASE IN DATA MANAGEMENT SERVICES TO IMPROVE DECISION - MAKING FOR SMART FARMS
        • Table PRECISION AGRICULTURE & FARM MANAGEMENT MARKET, BY REGION, 2019-2021 (USD MILLION)
        • Table PRECISION AGRICULTURE & FARM MANAGEMENT MARKET, BY REGION, 2022-2027 (USD MILLION)
    • QUALITY MANAGEMENT & TRACEABILITY
      • INNOVATION OF DIGI-LED DATA TO ENHANCE QUALITY MANAGEMENT OF FARMS
        • Table QUALITY MANAGEMENT & TRACEABILITY MARKET, BY REGION, 2019-2021 (USD MILLION)
        • Table QUALITY MANAGEMENT TRACEABILITY MARKET, BY REGION, 2022-2027 (USD MILLION)
    • DIGITAL PROCUREMENT
      • PRODUCTION TRENDS THROUGH DIGITAL PROCUREMENT TO BOOST MARKET GROWTH
        • Table DIGITAL PROCUREMENT MARKET, BY REGION, 2019-2021 (USD MILLION)
        • Table DIGITAL PROCUREMENT MARKET, BY REGION, 2022-2027 (USD MILLION)
    • AGRI ECOMMERCE
      • GROWTH IN AGRICULTURAL PRODUCE POPULARITY ON ECOMMERCE PLATFORMS
        • Table AGRI ECOMMERCE MARKET, BY REGION, 2019-2021 (USD MILLION)
        • Table AGRI ECOMMERCE MARKET, BY REGION, 2022-2027 (USD MILLION)
    • FINANCIAL SERVICES
      • INCREASE IN DEMAND FOR DIGITAL AGRICULTURE PAYMENT SERVICES TO BOOST MARKET GROWTH
        • Table FINANCIAL SERVICES MARKET, BY REGION, 2019-2021 (USD MILLION)
        • Table FINANCIAL SERVICES MARKET, BY REGION, 2022-2027 (USD MILLION)
  • DIGITAL AGRICULTURE MARKET, BY TECHNOLOGY
    • INTRODUCTION
      • Table DIGITAL AGRICULTURE MARKET, BY TECHNOLOGY, 2019-2021 (USD MILLION)
      • Table DIGITAL AGRICULTURE MARKET, BY REGION, 2022-2027 (USD MILLION)
      • Table PERIPHERAL DIGITAL AGRICULTURE TECHNOLOGY MARKET, BY TYPE, 2019-2021 (USD MILLION)
      • Table PERIPHERAL DIGITAL AGRICULTURE TECHNOLOGY MARKET, BY TYPE, 2022-2027 (USD MILLION)
      • Table CORE DIGITAL AGRICULTURE TECHNOLOGY MARKET, BY TYPE, 2019-2021 (USD MILLION)
      • Table CORE DIGITAL AGRICULTURE TECHNOLOGY MARKET, BY TYPE, 2022-2027 (USD MILLION)
    • PERIPHERAL TECHNOLOGY
      • PRECISION AGRICULTURE SOLUTIONS PROVIDE HIGH-VALUE INSIGHTS TO MAKE REAL-TIME DECISIONS
      • PLATFORMS
      • APPS
        • Table PERIPHERAL DIGITAL AGRICULTURE TECHNOLOGY MARKET, BY REGION, 2019-2021 (USD MILLION)
        • Table PERIPHERAL DIGITAL AGRICULTURE TECHNOLOGY MARKET, BY REGION, 2022-2027 (USD MILLION)
    • CORE TECHNOLOGY
      • INCREASE IN APPLICATION OF CORE TECHNOLOGIES IN REDUCING ENVIRONMENTAL IMPACT TO BOOST MARKET
      • AUTOMATION
      • DRONES
      • ROBOTICS
      • AI/ML
        • Table CORE DIGITAL AGRICULTURE TECHNOLOGY MARKET, BY REGION, 2019-2021 (USD MILLION)
        • Table CORE DIGITAL AGRICULTURE TECHNOLOGY MARKET, BY REGION, 2022-2027 (USD MILLION)
  • DIGITAL AGRICULTURE MARKET, BY OPERATION
    • INTRODUCTION
      • Table DIGITAL AGRICULTURE MARKET, BY OPERATION, 2019-2021 (USD MILLION)
      • Table DIGITAL AGRICULTURE MARKET, BY OPERATION, 2022-2027 (USD MILLION)
    • FARMING & FEEDING
      • INCREASE IN DEMAND FOR MONITORING OF FARMING AND FEEDING SYSTEMS TO DETERMINE CROP AND LIVESTOCK HEALTH
        • Table FARMING & FEEDING OPERATIONS MARKET, BY REGION, 2019-2021 (USD MILLION)
        • Table FARMING & FEEDING OPERATIONS MARKET, BY REGION, 2022-2027 (USD MILLION)
      • PRECISION AGRICULTURE
      • PRECISION ANIMAL REARING AND FEEDING
      • PRECISION AQUACULTURE
      • PRECISION FORESTRY
      • SMART GREENHOUSES
        • Table FARMING & FEEDING OPERATIONS MARKET, BY TYPE, 2019-2021 (USD MILLION)
        • Table FARMING & FEEDING OPERATIONS MARKET, BY TYPE, 2022-2027 (USD MILLION)
    • MONITORING & SCOUTING
      • GROWTH IN QUALITY CONCERNS TO IMPACT IMPORTANCE OF MONITORING & SCOUTING IN DIGITAL AGRICULTURE
        • Table MONITORING & SCOUTING OPERATIONS MARKET, BY REGION, 2019-2021 (USD MILLION)
        • Table MONITORING & SCOUTING OPERATIONS MARKET, BY REGION, 2022-2027 (USD MILLION)
    • MARKETING & DEMAND GENERATION
      • SURGE IN DEMAND FOR ONLINE SELLING OF AGRICULTURAL OUTPUT TO DRIVE MARKETING AND DEMAND GENERATION
        • Table MARKETING & DEMAND GENERATION OPERATIONS MARKET, BY REGION, 2019-2021 (USD MILLION)
        • Table MARKETING & DEMAND GENERATION OPERATIONS MARKET, BY REGION, 2022-2027 (USD MILLION)
  • DIGITAL AGRICULTURE MARKET, BY TYPE
    • INTRODUCTION
      • Table DIGITAL AGRICULTURE MARKET, BY TYPE, 2019-2021 (USD MILLION)
      • Table DIGITAL AGRICULTURE MARKET, BY TYPE, 2022-2027 (USD MILLION)
    • HARDWARE
      • VARIETY OF AUTOMATION AND MONITORING TOOLS IN DIFFERENT TYPES OF AGRICULTURE TO BOOST DEMAND
        • Table DIGITAL AGRICULTURE HARDWARE MARKET, BY REGION, 2019-2021 (USD MILLION)
        • Table DIGITAL AGRICULTURE HARDWARE MARKET, BY REGION, 2022-2027 (USD MILLION)
        • Table DIGITAL AGRICULTURE HARDWARE MARKET, BY TYPE, 2019-2021 (USD MILLION)
        • Table DIGITAL AGRICULTURE HARDWARE MARKET, BY TYPE, 2022-2027 (USD MILLION)
      • AUTOMATION & CONTROL SYSTEMS
        • Table AGRICULTURE AUTOMATION & CONTROL SYSTEMS MARKET, BY TYPE, 2019-2021 (USD MILLION)
        • Table AGRICULTURE AUTOMATION & CONTROL SYSTEMS MARKET, BY TYPE, 2022-2027 (USD MILLION)
      • SENSING & MONITORING DEVICES
        • Table AGRICULTURE SENSING & MONITORING DEVICES MARKET, BY TYPE, 2019-2021 (USD MILLION)
        • Table AGRICULTURE SENSING & MONITORING DEVICES MARKET, BY TYPE, 2022-2027 (USD MILLION)
    • SOFTWARE
      • KEY DEVELOPMENTS BY COMPANIES TO FURTHER BOOST ADOPTION OF SOFTWARE IN DIGITAL AGRICULTURE
        • Table DIGITAL AGRICULTURE SOFTWARE MARKET, BY REGION, 2019-2021 (USD MILLION)
        • Table DIGITAL AGRICULTURE SOFTWARE MARKET, BY REGION, 2022-2027 (USD MILLION)
      • ON-CLOUD
      • ON-PREMISES
      • AI & DATA ANALYTICS
        • Table DIGITAL AGRICULTURE SOFTWARE MARKET, BY TYPE, 2019-2021 (USD MILLION)
        • Table DIGITAL AGRICULTURE SOFTWARE MARKET, BY TYPE, 2022-2027 (USD MILLION)
    • SERVICES
      • INCREASE IN IMPORTANCE OF PRECISION TECHNIQUES IN DIFFERENT SEGMENTS TO FURTHER IMPACT NEED FOR SERVICES
        • Table DIGITAL AGRICULTURE SERVICES MARKET, BY REGION, 2019-2021 (USD MILLION)
        • Table DIGITAL AGRICULTURE SERVICES MARKET, BY REGION, 2022-2027 (USD MILLION)
      • SYSTEM INTEGRATION & CONSULTING
      • DATA COLLECTION & ANALYTICAL SERVICES
      • CONNECTIVITY SERVICES
      • ASSISTANT PROFESSIONAL SERVICES
      • MAINTENANCE & SUPPORT SERVICES
        • Table DIGITAL AGRICULTURE SERVICES MARKET, BY TYPE, 2019-2021 (USD MILLION)
        • Table DIGITAL AGRICULTURE SERVICES MARKET, BY TYPE, 2022-2027 (USD MILLION)
  • DIGITAL AGRICULTURE MARKET, BY REGION
    • INTRODUCTION
      • Table DIGITAL AGRICULTURE MARKET, BY REGION, 2019-2021 (USD MILLION)
      • Table DIGITAL AGRICULTURE MARKET, BY REGION, 2022-2027 (USD MILLION)
    • NORTH AMERICA
      • Table NORTH AMERICA: DIGITAL AGRICULTURE MARKET, BY COUNTRY, 2019-2021 (USD MILLION)
      • Table NORTH AMERICA: DIGITAL AGRICULTURE MARKET, BY COUNTRY, 2022-2027 (USD MILLION)
      • Table NORTH AMERICA: DIGITAL AGRICULTURE MARKET, BY TYPE, 2019-2021 (USD MILLION)
      • Table NORTH AMERICA: DIGITAL AGRICULTURE MARKET, BY TYPE, 2022-2027 (USD MILLION)
      • Table NORTH AMERICA: DIGITAL AGRICULTURE MARKET, BY OPERATION, 2019-2021 (USD MILLION)
      • Table NORTH AMERICA: DIGITAL AGRICULTURE MARKET, BY OPERATION, 2022-2027 (USD MILLION)
      • Table NORTH AMERICA: DIGITAL AGRICULTURE MARKET, BY OFFERING, 2019-2021 (USD MILLION)
      • Table NORTH AMERICA: DIGITAL AGRICULTURE MARKET, BY OFFERING, 2022-2027 (USD MILLION)
      • Table NORTH AMERICA: DIGITAL AGRICULTURE MARKET, BY TECHNOLOGY, 2019-2021 (USD MILLION)
      • Table NORTH AMERICA: DIGITAL AGRICULTURE MARKET, BY TECHNOLOGY, 2022-2027 (USD MILLION)
      • US
        • Table US: DIGITAL AGRICULTURE MARKET, BY TYPE, 2019-2021 (USD MILLION)
        • Table US: DIGITAL AGRICULTURE MARKET, BY TYPE, 2022-2027 (USD MILLION)
      • CANADA
        • Table CANADA: DIGITAL AGRICULTURE MARKET, BY TYPE, 2019-2021 (USD MILLION)
        • Table CANADA: DIGITAL AGRICULTURE MARKET, BY TYPE, 2022-2027 (USD MILLION)
      • MEXICO
        • Table MEXICO: DIGITAL AGRICULTURE MARKET, BY TYPE, 2019-2021 (USD MILLION)
        • Table MEXICO: DIGITAL AGRICULTURE MARKET, BY TYPE, 2022-2027 (USD MILLION)
    • EUROPE
      • Table EUROPE: DIGITAL AGRICULTURE MARKET, BY COUNTRY, 2019-2021 (USD MILLION)
      • Table EUROPE: DIGITAL AGRICULTURE MARKET, BY COUNTRY, 2022-2027 (USD MILLION)
      • Table EUROPE: DIGITAL AGRICULTURE MARKET, BY TYPE, 2019-2021 (USD MILLION)
      • Table EUROPE: DIGITAL AGRICULTURE MARKET, BY TYPE, 2022-2027 (USD MILLION)
      • Table EUROPE: DIGITAL AGRICULTURE MARKET, BY OPERATION, 2019-2021 (USD MILLION)
      • Table EUROPE: DIGITAL AGRICULTURE MARKET, BY OPERATION, 2022-2027 (USD MILLION)
      • Table EUROPE: DIGITAL AGRICULTURE MARKET, BY OFFERING, 2019-2021 (USD MILLION)
      • Table EUROPE: DIGITAL AGRICULTURE MARKET, BY OFFERING, 2022-2027 (USD MILLION)
      • Table EUROPE: DIGITAL AGRICULTURE MARKET, BY TECHNOLOGY, 2019-2021 (USD MILLION)
      • Table EUROPE: DIGITAL AGRICULTURE MARKET, BY TECHNOLOGY, 2022-2027 (USD MILLION)
      • GERMANY
        • Table GERMANY: DIGITAL AGRICULTURE MARKET, BY TYPE, 2019-2021 (USD MILLION)
        • Table GERMANY: DIGITAL AGRICULTURE MARKET, BY TYPE, 2022-2027 (USD MILLION)
      • RUSSIA
        • Table RUSSIA: DIGITAL AGRICULTURE MARKET, BY TYPE, 2019-2021 (USD MILLION)
        • Table RUSSIA: DIGITAL AGRICULTURE MARKET, BY TYPE, 2022-2027 (USD MILLION)
      • FRANCE
        • Table FRANCE: DIGITAL AGRICULTURE MARKET, BY TYPE, 2019-2021 (USD MILLION)
        • Table FRANCE: DIGITAL AGRICULTURE MARKET, BY TYPE, 2022-2027 (USD MILLION)
      • ITALY
        • Table ITALY: DIGITAL AGRICULTURE MARKET, BY TYPE, 2019-2021 (USD MILLION)
        • Table ITALY: DIGITAL AGRICULTURE MARKET, BY TYPE, 2022-2027 (USD MILLION)
      • UK
        • Table UK: DIGITAL AGRICULTURE MARKET, BY TYPE, 2019-2021 (USD MILLION)
        • Table UK: DIGITAL AGRICULTURE MARKET, BY TYPE, 2022-2027 (USD MILLION)
      • SWEDEN
        • Table SWEDEN: DIGITAL AGRICULTURE MARKET, BY TYPE, 2019-2021 (USD MILLION)
        • Table SWEDEN: DIGITAL AGRICULTURE MARKET, BY TYPE, 2022-2027 (USD MILLION)
      • NETHERLANDS
        • Table NETHERLANDS: DIGITAL AGRICULTURE MARKET, BY TYPE, 2019-2021 (USD MILLION)
        • Table NETHERLANDS: DIGITAL AGRICULTURE MARKET, BY TYPE, 2022-2027 (USD MILLION)
      • REST OF EUROPE
        • Table REST OF EUROPE: DIGITAL AGRICULTURE MARKET, BY TYPE, 2019-2021 (USD MILLION)
        • Table REST OF EUROPE: DIGITAL AGRICULTURE MARKET, BY TYPE, 2022-2027 (USD MILLION)
    • ASIA PACIFIC
      • Table ASIA PACIFIC: DIGITAL AGRICULTURE MARKET, BY COUNTRY, 2019-2021 (USD MILLION)
      • Table ASIA PACIFIC: DIGITAL AGRICULTURE MARKET, BY COUNTRY, 2022-2027 (USD MILLION)
      • Table ASIA PACIFIC: DIGITAL AGRICULTURE MARKET, BY TYPE, 2019-2021 (USD MILLION)
      • Table ASIA PACIFIC: DIGITAL AGRICULTURE MARKET, BY TYPE, 2022-2027 (USD MILLION)
      • Table ASIA PACIFIC: DIGITAL AGRICULTURE MARKET, BY OPERATION, 2019-2021 (USD MILLION)
      • Table ASIA PACIFIC: DIGITAL AGRICULTURE MARKET, BY OPERATION, 2022-2027 (USD MILLION)
      • Table ASIA PACIFIC: DIGITAL AGRICULTURE MARKET, BY OFFERING, 2019-2021 (USD MILLION)
      • Table ASIA PACIFIC: DIGITAL AGRICULTURE MARKET, BY OFFERING, 2022-2027 (USD MILLION)
      • Table ASIA PACIFIC: DIGITAL AGRICULTURE MARKET, BY TECHNOLOGY, 2019-2021 (USD MILLION)
      • Table ASIA PACIFIC: DIGITAL AGRICULTURE MARKET, BY TECHNOLOGY, 2022-2027 (USD MILLION)
      • CHINA
        • Table CHINA: DIGITAL AGRICULTURE MARKET, BY TYPE, 2019-2021 (USD MILLION)
        • Table CHINA: DIGITAL AGRICULTURE MARKET, BY TYPE, 2022-2027 (USD MILLION)
      • JAPAN
        • Table JAPAN: DIGITAL AGRICULTURE MARKET, BY TYPE, 2019-2021 (USD MILLION)
        • Table JAPAN: DIGITAL AGRICULTURE MARKET, BY TYPE, 2022-2027 (USD MILLION)
      • AUSTRALIA & NEW ZEALAND
        • Table AUSTRALIA & NEW ZEALAND: DIGITAL AGRICULTURE MARKET, BY TYPE, 2019-2021 (USD MILLION)
        • Table AUSTRALIA & NEW ZEALAND: DIGITAL AGRICULTURE MARKET, BY TYPE, 2022-2027 (USD MILLION)
      • INDIA
        • Table INDIA: DIGITAL AGRICULTURE MARKET, BY TYPE, 2019-2021 (USD MILLION)
        • Table INDIA: DIGITAL AGRICULTURE MARKET, BY TYPE, 2022-2027 (USD MILLION)
      • REST OF ASIA PACIFIC
        • Table REST OF ASIA PACIFIC: DIGITAL AGRICULTURE MARKET, BY TYPE, 2019-2021 (USD MILLION)
        • Table REST OF ASIA PACIFIC: DIGITAL AGRICULTURE MARKET, BY TYPE, 2022-2027 (USD MILLION)
    • SOUTH AMERICA
      • Table SOUTH AMERICA: DIGITAL AGRICULTURE MARKET, BY COUNTRY, 2019-2021 (USD MILLION)
      • Table SOUTH AMERICA: DIGITAL AGRICULTURE MARKET, BY COUNTRY, 2022-2027 (USD MILLION)
      • Table SOUTH AMERICA: DIGITAL AGRICULTURE MARKET, BY TYPE, 2019-2021 (USD MILLION)
      • Table SOUTH AMERICA: DIGITAL AGRICULTURE MARKET, BY TYPE, 2022-2027 (USD MILLION)
      • Table SOUTH AMERICA: DIGITAL AGRICULTURE MARKET, BY OPERATION, 2019-2021 (USD MILLION)
      • Table SOUTH AMERICA: DIGITAL AGRICULTURE MARKET, BY OPERATION, 2022-2027 (USD MILLION)
      • Table SOUTH AMERICA: DIGITAL AGRICULTURE MARKET, BY OFFERING, 2019-2021 (USD MILLION)
      • Table SOUTH AMERICA: DIGITAL AGRICULTURE MARKET, BY OFFERING, 2022-2027 (USD MILLION)
      • Table SOUTH AMERICA: DIGITAL AGRICULTURE MARKET, BY TECHNOLOGY, 2019-2021 (USD MILLION)
      • Table SOUTH AMERICA: DIGITAL AGRICULTURE MARKET, BY TECHNOLOGY, 2022-2027 (USD MILLION)
      • BRAZIL
        • Table BRAZIL: DIGITAL AGRICULTURE MARKET, BY TYPE, 2019-2021 (USD MILLION)
        • Table BRAZIL: DIGITAL AGRICULTURE MARKET, BY TYPE, 2022-2027 (USD MILLION)
      • ARGENTINA
        • Table ARGENTINA: DIGITAL AGRICULTURE MARKET, BY TYPE, 2019-2021 (USD MILLION)
        • Table ARGENTINA: DIGITAL AGRICULTURE MARKET, BY TYPE, 2022-2027 (USD MILLION)
      • REST OF SOUTH AMERICA
        • Table REST OF SOUTH AMERICA: DIGITAL AGRICULTURE MARKET, BY TYPE, 2019-2021 (USD MILLION)
        • Table REST OF SOUTH AMERICA: DIGITAL AGRICULTURE MARKET, BY TYPE, 2022-2027 (USD MILLION)
    • REST OF THE WORLD (ROW)
      • Table ROW: DIGITAL AGRICULTURE MARKET, BY COUNTRY, 2019-2021 (USD MILLION)
      • Table ROW: DIGITAL AGRICULTURE MARKET, BY COUNTRY, 2022-2027 (USD MILLION)
      • Table ROW: DIGITAL AGRICULTURE MARKET, BY TYPE, 2019-2021 (USD MILLION)
      • Table ROW: DIGITAL AGRICULTURE MARKET, BY TYPE, 2022-2027 (USD MILLION)
      • Table ROW: DIGITAL AGRICULTURE MARKET, BY OPERATION, 2019-2021 (USD MILLION)
      • Table ROW: DIGITAL AGRICULTURE MARKET, BY OPERATION, 2022-2027 (USD MILLION)
      • Table ROW: DIGITAL AGRICULTURE MARKET, BY OFFERING, 2019-2021 (USD MILLION)
      • Table REST OF THE WORLD: DIGITAL AGRICULTURE MARKET, BY OFFERING, 2022-2027 (USD MILLION)
      • Table ROW: DIGITAL AGRICULTURE MARKET, BY TECHNOLOGY, 2019-2021 (USD MILLION)
      • Table ROW: DIGITAL AGRICULTURE MARKET, BY TECHNOLOGY, 2022-2027 (USD MILLION)
      • AFRICA
        • Table AFRICA: DIGITAL AGRICULTURE MARKET, BY TYPE, 2019-2021 (USD MILLION)
        • Table AFRICA: DIGITAL AGRICULTURE MARKET, BY TYPE, 2022-2027 (USD MILLION)
      • MIDDLE EAST
        • Table MIDDLE EAST: DIGITAL AGRICULTURE MARKET, BY TYPE, 2019-2021 (USD MILLION)
        • Table MIDDLE EAST: DIGITAL AGRICULTURE MARKET, BY TYPE, 2022-2027 (USD MILLION)
  • COMPETITIVE LANDSCAPE
    • OVERVIEW
    • MARKET SHARE ANALYSIS
      • Table DIGITAL AGRICULTURE MARKET SHARE ANALYSIS, 2021
    • HISTORICAL REVENUE ANALYSIS OF KEY PLAYERS
    • COMPANY EVALUATION QUADRANT (KEY PLAYERS)
      • STARS
      • PERVASIVE PLAYERS
      • EMERGING LEADERS
      • PARTICIPANTS
      • COMPANY PRODUCT FOOTPRINT (KEY PLAYERS)
        • Table DIGITAL AGRICULTURE COMPANY FOOTPRINT, BY OFFERING
        • Table DIGITAL AGRICULTURE COMPANY FOOTPRINT, BY TYPE
        • Table DIGITAL AGRICULTURE COMPANY FOOTPRINT, BY OPERATION
        • Table DIGITAL AGRICULTURE COMPANY FOOTPRINT, BY TECHNOLOGY
        • Table DIGITAL AGRICULTURE COMPANY FOOTPRINT, BY REGION
        • Table OVERALL COMPANY FOOTPRINT
    • COMPANY EVALUATION QUADRANT (OTHER PLAYERS)
      • PROGRESSIVE COMPANIES
      • STARTING BLOCKS
      • RESPONSIVE COMPANIES
      • DYNAMIC COMPANIES
        • Table DIGITAL AGRICULTURE: COMPETITIVE BENCHMARKING OF OTHER PLAYERS
    • COMPETITIVE SCENARIO
      • PRODUCT LAUNCHES
        • Table DIGITAL AGRICULTURE MARKET: PRODUCT LAUNCHES, 2019-2022
      • DEALS
        • Table DIGITAL AGRICULTURE MARKET: DEALS, 2019-2022
      • OTHERS
        • Table DIGITAL AGRICULTURE MARKET: OTHERS, 2021-2022
  • COMPANY PROFILES
    • KEY PLAYERS
      • CISCO SYSTEMS, INC.
        • Table CISCO SYSTEMS, INC.: BUSINESS OVERVIEW
        • Table CISCO SYSTEMS, INC.: PRODUCTS/SOLUTIONS/SERVICES OFFERED
        • Table CISCO SYSTEMS, INC.: NEW PRODUCT LAUNCHES
        • Table CISCO SYSTEMS, INC.: DEALS
      • IBM CORPORATION
        • Table IBM CORPORATION: BUSINESS OVERVIEW
        • Table IBM CORPORATION: PRODUCTS/SOLUTIONS/SERVICES OFFERED
        • Table IBM CORPORATION: NEW PRODUCT LAUNCH
        • Table IBM CORPORATION: DEALS
      • ACCENTURE
        • Table ACCENTURE: BUSINESS OVERVIEW
        • Table ACCENTURE: PRODUCTS/SOLUTIONS/SERVICES OFFERED
      • DEERE & COMPANY
        • Table DEERE & COMPANY: BUSINESS OVERVIEW
        • Table DEERE & COMPANY: PRODUCTS/SOLUTIONS/SERVICES OFFERED
        • Table DEERE & COMPANY: NEW PRODUCT LAUNCHES
        • Table DEERE & COMPANY: DEALS
      • TRIMBLE INC.
        • Table TRIMBLE INC.: BUSINESS OVERVIEW
        • Table TRIMBLE INC.: PRODUCTS/SOLUTIONS/SERVICES OFFERED
        • Table TRIMBLE INC.: NEW PRODUCT LAUNCH
        • Table TRIMBLE INC.: DEALS
      • DELAVAL
        • Table DELAVAL: BUSINESS OVERVIEW
        • Table DELAVAL: PRODUCTS OFFERED
        • Table DELAVAL: NEW PRODUCT LAUNCHES
        • Table DELAVAL: DEALS
      • AKVA GROUP
        • Table AKVA GROUP: BUSINESS OVERVIEW
        • Table AKVA GROUP: PRODUCTS OFFERED
        • Table AKVA GROUP: DEALS
      • HEXAGON AB
        • Table HEXAGON AB: BUSINESS OVERVIEW
        • Table HEXAGON AB: PRODUCTS OFFERED
      • DA JIANG INNOVATIONS SCIENCE & TECHNOLOGY CO. (DJI)
        • Table DJI: BUSINESS OVERVIEW
        • Table DJI: PRODUCTS OFFERED
      • EPICOR SOFTWARE CORPORATION
        • Table EPICOR SOFTWARE CORPORATION: BUSINESS OVERVIEW
        • Table EPICOR SOFTWARE CORPORATION: PRODUCTS/SOLUTIONS/SERVICES OFFERED
    • OTHER PLAYERS
      • VODAFONE GROUP PLC
        • Table VODAFONE GROUP PLC: BUSINESS OVERVIEW
        • Table VODAFONE GROUP PLC: PRODUCTS OFFERED
        • Table VODAFONE GROUP PLC: NEW PRODUCT LAUNCHES
      • BAYER CROPSCIENCE AG
        • Table BAYER CROPSCIENCE AG: BUSINESS OVERVIEW
        • Table BAYER CROPSCIENCE AG: PRODUCTS OFFERED
        • Table BAYER CROPSCIENCE AG: NEW PRODUCT LAUNCHES
        • Table BAYER CROPSCIENCE AG: DEALS
      • TELUS AGRICULTURE
        • Table TELUS AGRICULTURE: BUSINESS OVERVIEW
        • Table TELUS AGRICULTURE: PRODUCTS OFFERED
        • Table TELUS AGRICULTURE: DEALS
      • SMALL ROBOT COMPANY
        • Table SMALL ROBOT COMPANY: BUSINESS OVERVIEW
        • Table SMALL ROBOT COMPANY: PRODUCTS/SOLUTIONS/SERVICES OFFERED
        • Table SMALL ROBOT COMPANY: NEW PRODUCT LAUNCH
      • ZEMDIRBIU KONSULTACIJOS UAB
        • Table ZEMDIRBIU KONSULTACIJOS UAB: BUSINESS OVERVIEW
        • Table ZEMDIRBIU KONSULTACIJOS UAB: PRODUCTS/SOLUTIONS/SERVICES OFFERED
      • RAVEN INDUSTRIES
        • Table RAVEN INDUSTRIES: BUSINESS OVERVIEW
        • Table RAVEN INDUSTRIES: PRODUCTS OFFERED
        • Table RAVEN INDUSTRIES: NEW PRODUCT LAUNCHES
        • Table RAVEN INDUSTRIES: DEALS
        • Table RAVEN INDUSTRIES: OTHERS
      • GAMAYA
        • Table GAMAYA: BUSINESS OVERVIEW
        • Table GAMAYA: PRODUCTS OFFERED
      • AGCO CORPORATION
        • Table AGCO CORPORATION: BUSINESS OVERVIEW
        • Table AGCO CORPORATION: PRODUCTS OFFERED
        • Table AGCO CORPORATION: DEALS
      • PRECISIONHAWK
        • Table PRECISIONHAWK: BUSINESS OVERVIEW
        • Table PRECISIONHAWK: PRODUCTS OFFERED
        • Table PRECISIONHAWK: NEW PRODUCT LAUNCHES
        • Table PRECISIONHAWK: DEALS
      • AGREENA
        • Table AGREENA: BUSINESS OVERVIEW
        • Table AGREENA: PRODUCTS OFFERED
        • Table AGREENA: DEALS
      • CERES IMAGING
        • Table CERES IMAGING: BUSINESS OVERVIEW
        • Table CERES: PRODUCTS OFFERED
        • Table CERES: NEW PRODUCT LAUNCHES
      • AGRICULTURAL CONSULTING SERVICES (ACS)
        • Table AGRICULTURAL CONSULTING SERVICES: BUSINESS OVERVIEW
        • Table AGRICULTURAL CONSULTING SERVICES (ACS): PRODUCTS OFFERED
      • EC2CE
        • Table EC2CE: BUSINESS OVERVIEW
        • Table EC2CE: PRODUCTS OFFERED
        • Table EC2CE: NEW PRODUCT LAUNCHES
      • EUROFINS SCIENTIFIC
        • Table EUROFINS SCIENTIFIC: BUSINESS OVERVIEW
        • Table EUROFINS SCIENTIFIC: PRODUCTS OFFERED
      • ARABLE
        • Table ARABLE: BUSINESS OVERVIEW
        • Table ARABLE: PRODUCTS OFFERED
        • Table ARABLE: NEW PRODUCT LAUNCHES
        • Table ARABLE: DEALS
        • Table ARABLE: OTHERS
  • ADJACENT AND RELATED MARKETS
    • INTRODUCTION
      • Table ADJACENT MARKETS TO DIGITAL AGRICULTURE MARKET
    • LIMITATIONS
    • PRECISION FARMING MARKET
      • MARKET DEFINITION
      • MARKET OVERVIEW
        • Table PRECISION FARMING MARKET, BY OFFERING, 2018-2021 (USD MILLION)
        • Table PRECISION FARMING MARKET, BY OFFERING, 2022-2030 (USD MILLION)
    • SMART AGRICULTURE MARKET
      • MARKET DEFINITION
      • MARKET OVERVIEW
        • Table SMART AGRICULTURE MARKET, BY AGRICULTURE TYPE, 2017-2020 (USD MILLION)
        • Table SMART AGRICULTURE MARKET, BY AGRICULTURE TYPE, 2021-2026 (USD MILLION)
    • FARM MANAGEMENT SOFTWARE MARKET
      • MARKET DEFINITION
      • MARKET OVERVIEW
        • Table FARM MANAGEMENT SOFTWARE MARKET, BY FARM PRODUCTION PLANNING, 2017-2020 (USD MILLION)
        • Table FARM MANAGEMENT SOFTWARE MARKET, BY FARM PRODUCTION PLANNING, 2021-2026 (USD MILLION)
  • APPENDIX
    • DISCUSSION GUIDE
    • KNOWLEDGESTORE: MARKETSANDMARKETS' SUBSCRIPTION PORTAL
    • CUSTOMIZATION OPTIONS
    • RELATED REPORTS
    • AUTHOR DETAILS

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