Agriculture Analytics Market by Offering (Solution and Services), Agriculture Type (Precision Farming, Livestock Farming, Vertical Farming), Technology (Remote Sensing, GIS, Robotics, Automation), Farm Size, End Users and Region - Global Forecast to 2028

Agriculture Analytics Market by Offering (Solution and Services), Agriculture Type (Precision Farming, Livestock Farming, Vertical Farming), Technology (Remote Sensing, GIS, Robotics, Automation), Farm Size, End Users and Region - Global Forecast to 2028



The global agriculture analytics market size is projected to grow from USD 1.4 billion in 2023 to USD 2.5 billion by 2028, at a Compound Annual Growth Rate (CAGR) of 13.1% during the forecast period. Farmers and growers are the primary end users of agriculture analytics. They benefit from analytics by gaining insights into crop performance, soil health, pest and disease management, irrigation scheduling, and yield optimization.

The services segment is expected to grow at a higher CAGR during the forecast period

The agriculture analytics services market has been segmented into professional services and managed services. The professional services segment has been further segmented into training and consulting, system integration and implementation, and support and maintenance. Agriculture analytics services offer a comprehensive and data-driven approach to optimize and enhance various aspects of the agricultural industry. These services utilize advanced technologies and analytical tools to collect, process, and analyze vast amounts of data from multiple sources, including weather patterns, soil conditions, crop health, and market trends.

The Large Farms segment is expected to hold highest market size during the forecast period

The adoption of agriculture analytics solutions in large farms is said to be high, as compared to the small and medium-sized farms. This is due to the affordability and high economies of scale that allows the large farms to leverage the benefits of agricultural solutions.Farms with the size of more than 1,000 hectares are categorized under the large farms segment. Producers having large farms leave no stone unturned to compete in the cut-throat competitive world; hence, they spend significant amounts on becoming technologically versed.

Asia pacific is fastest growing region in the agriculture analytics market

APAC is expected to grow at the highest CAGR during the forecast period, due to the increase in demand for agriculture analytics solution and services. Growing economies in countries such as China, Australia and New Zealand, India, and Israel provide huge opportunities for the adoption of the agriculture analytics solution and services in APAC region. Meanwhile, North America is projected to hold the largest market size during the forecast period.

Breakdown of primaries

The studies contains insights from various industry experts, ranging from component suppliers to Tier 1 companies and OEMs. The break-up of the primaries is as follows:

By Company: Tier I: 34%, Tier II: 43%, and Tier III: 23%

By Designation: C-Level Executives: 50%, Directors: 30%, and Others: 20%

By Region: Europe: 30%, APAC: 30%, North America: 25%, MEA: 10%, and Latin America: 5%

The agriculture analytics market is dominated by a few globally established players such as Deere & Company(US), IBM(US), Bayer Ag (Germany), SAP(Germany), Trimble(US), Accenture(Ireland), ABACO(Italy), DeLaval(Sweden), Oracle(US), DTN(US), Farmers Edge(Canada), SAS Institute(US), Iteris(US), PrecisionHawk(US), Conservis(US), Stesalit Systems(India), Agribotix(US), Agrivi(UK), Granular(US), FBN(US), Gro Intelligence(US), Resson(Canada), AgVue Technologies(US), Taranis(US), CropX(Israel), Trace Genomics(US), Fasal(India), AgEye Technologies(US), HelioPas AI(Germany), OneSoil (Switzerland), Root AI (US)and AgShift(US).

Research Coverage

The report segments the agriculture analytics market and forecasts its size, by volume and value, based on region (North America, Europe, APAC, MEA and Latin America), Offering,agriculture type,farm size,technology and end users.

The report also provides a comprehensive review of market drivers, restraints, opportunities, and challenges in the agriculture analytics market. The report also covers qualitative aspects in addition to the quantitative aspects of these markets.

Key Benefits of Buying the Report

The report would provide the market leaders/new entrants in this market with information on the closest approximations of the revenue numbers for the overall market for Agriculture analytics and its subsegments. It would help stakeholders understand the competitive landscape and gain more insights better to position their business and plan suitable go-to-market strategies. It also helps stakeholders understand the pulse of the market and provides them with information on key market drivers, restraints, challenges, and opportunities.

The report provides insights on the following pointers:

Analysis of key drivers (Increasing size and complexity of farms, Rising need for optimal resource utilization, Enhancing sustainability and reducing environmental impact, Applying Big Data in farming), restraints (High cost associated with data collection and analysis, Data privacy and security concerns),opportunities (Technological advancements such as IoT, AI, ML, Prospect of public-private collaborations to advance use of agriculture analytics), and challenges (Lack of technological literacy and skills gap, Data transfer and storage challenges) influencing the growth of the Agriculture analytics market

Product Development/Innovation: Detailed insights on upcoming technologies, research & development activities, and new product & service launches in the Agriculture analytics market.

Market Development: Comprehensive information about lucrative markets – the report analyses the Agriculture analytics market across varied regions

Market Diversification: Exhaustive information about new products & services, untapped geographies, recent developments, and investments in Agriculture analytics market strategies; the report also helps stakeholders understand the pulse of the Agriculture analytics market and provides them with information on key market drivers, restraints, challenges, and opportunities

Competitive Assessment: In-depth assessment of market shares, growth strategies and service offerings of leading players such as Deere & Company(US), IBM(US), Bayer Ag, (Grmany), SAP(Germany), Trimble(US) among others in the Agriculture analytics market


  • INTRODUCTION
    • STUDY OBJECTIVES
    • MARKET DEFINITION
      • INCLUSIONS AND EXCLUSIONS
    • STUDY SCOPE
      • MARKET SEGMENTATION
      • REGIONAL SCOPE
      • YEARS CONSIDERED
    • CURRENCY CONSIDERED
      • Table UNITED STATES DOLLAR EXCHANGE RATE, 2020-2022
    • STAKEHOLDERS
    • SUMMARY OF CHANGES
      • IMPACT OF RECESSION
  • RESEARCH METHODOLOGY
    • RESEARCH DATA
      • SECONDARY DATA
      • PRIMARY DATA
        • Table PRIMARY INTERVIEWS
    • MARKET BREAKUP AND DATA TRIANGULATION
    • MARKET SIZE ESTIMATION
      • TOP-DOWN APPROACH
      • BOTTOM-UP APPROACH
    • MARKET FORECAST
      • Table FACTOR ANALYSIS
    • ASSUMPTIONS
    • LIMITATIONS
    • IMPLICATIONS OF RECESSION ON AGRICULTURE ANALYTICS MARKET
  • EXECUTIVE SUMMARY
    • Table AGRICULTURE ANALYTICS MARKET SIZE AND GROWTH RATE, 2017-2022 (USD MILLION, Y-O-Y %)
    • Table AGRICULTURE ANALYTICS MARKET SIZE AND GROWTH RATE, 2023-2028 (USD MILLION, Y-O-Y %)
  • PREMIUM INSIGHTS
    • ATTRACTIVE OPPORTUNITIES FOR PLAYERS IN AGRICULTURE ANALYTICS MARKET
    • OVERVIEW OF RECESSION IN GLOBAL AGRICULTURE ANALYTICS MARKET
    • AGRICULTURE ANALYTICS MARKET, BY AGRICULTURE TYPE
    • AGRICULTURE ANALYTICS MARKET, BY REGION
    • AGRICULTURE ANALYTICS MARKET IN NORTH AMERICA, BY AGRICULTURE TYPE AND END USERS
  • MARKET OVERVIEW AND INDUSTRY TRENDS
    • INTRODUCTION
    • MARKET DYNAMICS
      • DRIVERS
      • RESTRAINTS
      • OPPORTUNITIES
      • CHALLENGES
    • CASE STUDY ANALYSIS
      • CASE STUDY 1: BETTER WINE PRODUCTION AT E. &J. GALLO WINERY WITH IBM SOLUTION
      • CASE STUDY 2: BUNGE RUNS SOPHISTICATED ANALYSIS TO IMPROVE ACTIVITIES USING IBM GIS MAPPING SOFTWARE
      • CASE STUDY 3: DELAVAL HELPS ABIS DAIRY FARM TO IMPROVE ANIMAL WELFARE AND WORK EFFICIENCY
      • CASE STUDY 4: NESTLÉ USES AGRIVI 360 AGRICULTURE SUPPLY CHAIN PLATFORM FOR COMPLETE TRACEABILITY THROUGHOUT CHAIN
      • CASE STUDY 5: VEGGITECH AND AGRIVI BRINGS AGRONOMY INTO MODERN WORLD
      • CASE STUDY 6: WYMAN INCREASES PRODUCTIVITY WITH CONSERVIS
      • CASE STUDY 7: SPROULE FARMS INCREASES EFFICIENCY AND PROFITABILITY WITH CONSERVIS
      • CASE STUDY 8: AGROPECUÁRIA CANOA MIRIM S/A IMPROVES PROFITABILITY AND PRODUCTIVITY BY OPTIMIZING FERTILIZER USE
      • CASE STUDY 9: MFA STREAMLINES STANDARDIZATION ACROSS ORGANIZATION BY IMPLEMENTING PROAGRICA’S SOLUTIONS
      • CASE STUDY 10: ONESOIL YIELD ASSISTS SMART FARMING IN IMPROVING PERFORMANCE
      • CASE STUDY 11: WOODHALL GROWERS ACHIEVES ACCURACY AND FLEXIBILITY WITH AG LEADER’S SOLUTION
      • CASE STUDY 12: DE BORTOLI WINES SAVES 15-20% ON INPUT COSTS WITH AGWORLD’S SOLUTIONS
    • BRIEF HISTORY OF AGRICULTURE ANALYTICS
    • AGRICULTURE ANALYTICS MARKET: ECOSYSTEM
    • SUPPLY CHAIN ANALYSIS
    • PRICING MODEL ANALYSIS
      • Table AVERAGE SELLING PRICE ANALYSIS, 2023
    • PATENT ANALYSIS
      • METHODOLOGY
      • DOCUMENT TYPE
        • Table PATENTS FILED, 2013-2023
      • INNOVATION AND PATENT APPLICATIONS
        • Table TOP 10 PATENT OWNERS IN AGRICULTURE ANALYTICS MARKET, 2013-2023
        • Table LIST OF PATENTS IN AGRICULTURE ANALYTICS MARKET, 2021-2023
    • TECHNOLOGY ANALYSIS
      • RELATED TECHNOLOGY
      • ALLIED TECHNOLOGY
    • PORTER’S FIVE FORCES ANALYSIS
      • Table PORTER’S FIVE FORCES ANALYSIS
      • THREAT OF NEW ENTRANTS
      • THREAT OF SUBSTITUTES
      • BARGAINING POWER OF SUPPLIERS
      • BARGAINING POWER OF BUYERS
      • INTENSITY OF COMPETITIVE RIVALRY
    • KEY CONFERENCES & EVENTS
      • Table AGRICULTURE ANALYTICS MARKET: DETAILED LIST OF CONFERENCES AND EVENTS, 2023-2024
    • REGULATORY LANDSCAPE
      • REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
        • Table NORTH AMERICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
        • Table EUROPE: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
        • Table ASIA PACIFIC: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
        • Table MIDDLE EAST AND AFRICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
        • Table LATIN AMERICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
      • REGULATIONS, BY REGION
      • REGULATORY IMPLICATIONS AND INDUSTRY STANDARDS
    • KEY COMPONENTS OF AGRICULTURE ANALYTICS ARCHITECTURE
      • DATA COLLECTION
      • DATA MANAGEMENT
      • DATA ANALYSIS
      • PREDICTIVE MODELING
      • DECISION SUPPORT SYSTEMS
    • TYPE OF AGRICULTURE ANALYTICS
      • FARMING ANALYTICS
      • LIVESTOCK ANALYTICS
      • AQUACULTURE ANALYTICS
    • KEY STAKEHOLDERS & BUYING CRITERIA
      • KEY STAKEHOLDERS IN BUYING PROCESS
        • Table INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS FOR TOP THREE AGRICULTURE TYPE
      • BUYING CRITERIA
        • Table KEY BUYING CRITERIA FOR TOP THREE AGRICULTURE TYPE
    • DISRUPTIONS IMPACTING BUYERS/CLIENTS IN AGRICULTURE ANALYTICS MARKET
    • TECHNOLOGY ROADMAP OF AGRICULTURE ANALYTICS MARKET
      • Table SHORT-TERM ROADMAP, 2023-2025
      • Table MID-TERM ROADMAP, 2026-2028
      • Table LONG-TERM ROADMAP, 2029-2030
    • BUSINESS MODELS OF AGRICULTURE ANALYTICS
      • SOFTWARE AS A SERVICE
      • APPLICATION PROGRAMMING INTERFACE MODEL
    • PRACTICES IN AGRICULTURE ANALYTICS MARKET
      • AGRI-EDUCATION AND TRAINING
      • AGRI-MARKET FORECASTING AND PRICE ANALYSIS
      • SAFETY AND HEALTH
      • CROP SELECTION AND DIVERSITY
      • WATER CONSERVATION
  • AGRICULTURE ANALYTICS MARKET, BY OFFERING
    • INTRODUCTION
      • OFFERING: AGRICULTURE ANALYTICS MARKET DRIVERS
        • Table AGRICULTURE ANALYTICS MARKET, BY OFFERING, 2017-2022 (USD MILLION)
        • Table AGRICULTURE ANALYTICS MARKET SIZE, BY OFFERING, 2023-2028 (USD MILLION)
    • SOLUTIONS
      • Table SOLUTIONS: AGRICULTURE ANALYTICS MARKET, BY REGION, 2017-2022 (USD MILLION)
      • Table SOLUTIONS: AGRICULTURE ANALYTICS MARKET, BY REGION, 2023-2028 (USD MILLION)
    • SERVICES
      • Table AGRICULTURE ANALYTICS MARKET, BY SERVICES, 2017-2022 (USD MILLION)
      • Table AGRICULTURE ANALYTICS MARKET, BY SERVICES, 2023-2028 (USD MILLION)
      • Table SERVICES: AGRICULTURE ANALYTICS MARKET, BY REGION, 2017-2022 (USD MILLION)
      • Table SERVICES: AGRICULTURE ANALYTICS MARKET, BY REGION, 2023-2028 (USD MILLION)
      • PROFESSIONAL SERVICES
        • Table PROFESSIONAL SERVICES: AGRICULTURE ANALYTICS MARKET, BY SERVICES, 2017-2022 (USD MILLION)
        • Table PROFESSIONAL SERVICES: AGRICULTURE ANALYTICS MARKET, BY SERVICES, 2023-2028 (USD MILLION)
        • Table PROFESSIONAL SERVICES: AGRICULTURE ANALYTICS MARKET, BY REGION, 2017-2022 (USD MILLION)
        • Table PROFESSIONAL SERVICES: AGRICULTURE ANALYTICS MARKET, BY REGION, 2023-2028 (USD MILLION)
        • Table TRAINING AND CONSULTING: AGRICULTURE ANALYTICS MARKET, BY REGION, 2017-2022 (USD MILLION)
        • Table TRAINING AND CONSULTING: AGRICULTURE ANALYTICS MARKET, BY REGION, 2023-2028 (USD MILLION)
        • Table SYSTEM INTEGRATION AND IMPLEMENTATION: AGRICULTURE ANALYTICS MARKET, BY REGION, 2017-2022 (USD MILLION)
        • Table SYSTEM INTEGRATION AND IMPLEMENTATION: AGRICULTURE ANALYTICS MARKET, BY REGION, 2023-2028 (USD MILLION)
        • Table SUPPORT AND MAINTENANCE: AGRICULTURE ANALYTICS MARKET, BY REGION, 2017-2022 (USD MILLION)
        • Table SUPPORT AND MAINTENANCE: AGRICULTURE ANALYTICS MARKET, BY REGION, 2023-2028 (USD MILLION)
      • MANAGED SERVICES
        • Table MANAGED SERVICES: AGRICULTURE ANALYTICS MARKET, BY SERVICES, 2017-2022 (USD MILLION)
        • Table MANAGED SERVICES: AGRICULTURE ANALYTICS MARKET, BY SERVICES, 2023-2028 (USD MILLION)
        • Table MANAGED SERVICES: AGRICULTURE ANALYTICS MARKET, BY REGION, 2017-2022 (USD MILLION)
        • Table MANAGED SERVICES: AGRICULTURE ANALYTICS MARKET, BY REGION, 2023-2028 (USD MILLION)
        • Table FARM OPERATION SERVICES: AGRICULTURE ANALYTICS MARKET, BY REGION, 2017-2022 (USD MILLION)
        • Table FARM OPERATION SERVICES: AGRICULTURE ANALYTICS MARKET, BY REGION, 2023-2028 (USD MILLION)
        • Table DATA SERVICES: AGRICULTURE ANALYTICS MARKET, BY REGION, 2017-2022 (USD MILLION)
        • Table DATA SERVICES: AGRICULTURE ANALYTICS MARKET, BY REGION, 2023-2028 (USD MILLION)
        • Table ANALYTICS SERVICES: AGRICULTURE ANALYTICS MARKET, BY REGION, 2017-2022 (USD MILLION)
        • Table ANALYTICS SERVICES: AGRICULTURE ANALYTICS MARKET, BY REGION, 2023-2028 (USD MILLION)
  • AGRICULTURE ANALYTICS MARKET, BY AGRICULTURE TYPE
    • INTRODUCTION
      • AGRICULTURE TYPE: AGRICULTURE ANALYTICS MARKET DRIVERS
        • Table AGRICULTURE ANALYTICS MARKET, BY AGRICULTURE TYPE, 2017-2022 (USD MILLION)
        • Table AGRICULTURE ANALYTICS MARKET, BY AGRICULTURE TYPE, 2023-2028 (USD MILLION)
    • PRECISION FARMING
      • INCREASED EFFICIENCY AND REDUCED LABOR COSTS
        • Table PRECISION FARMING: AGRICULTURE ANALYTICS MARKET, BY TECHNOLOGY, 2017-2022 (USD MILLION)
        • Table PRECISION FARMING: AGRICULTURE ANALYTICS MARKET, BY TECHNOLOGY, 2023-2028 (USD MILLION)
        • Table PRECISION FARMING: AGRICULTURE ANALYTICS MARKET, BY REGION, 2017-2022 (USD MILLION)
        • Table PRECISION FARMING: AGRICULTURE ANALYTICS MARKET, BY REGION, 2023-2028 (USD MILLION)
      • YIELD MONITORING AND PREDICTION
      • VARIABLE RATE TECHNOLOGY
      • FARM LABOR MANAGEMENT
      • DECISION SUPPORT SYSTEMS
      • SOIL HEALTH ANALYSIS
      • IRRIGATION AND WATER MANAGEMENT
      • WEATHER TRACKING & FORECASTING
      • FINANCIAL AND RISK MANAGEMENT
      • SUPPLY CHAIN MANAGEMENT
      • OTHER PRECISION FARMING
    • LIVESTOCK FARMING
      • OPTIMIZES PRODUCTION PROCESSES AND ENHANCES PRODUCTIVITY
        • Table LIVESTOCK FARMING: AGRICULTURE ANALYTICS MARKET, BY APPLICATION, 2017-2022 (USD MILLION)
        • Table LIVESTOCK FARMING: AGRICULTURE ANALYTICS MARKET, BY APPLICATION, 2023-2028 (USD MILLION)
        • Table LIVESTOCK FARMING: AGRICULTURE ANALYTICS MARKET, BY REGION, 2017-2022 (USD MILLION)
        • Table LIVESTOCK FARMING: AGRICULTURE ANALYTICS MARKET, BY REGION, 2023-2028 (USD MILLION)
      • FEEDING MANAGEMENT
      • HEAT STRESS MANAGEMENT
      • MILK HARVESTING
      • BREEDING MANAGEMENT
      • BEHAVIOR MONITORING AND MANAGEMENT
      • REAL-TIME MONITORING
      • CALF MANAGEMENT
      • SUPPLY CHAIN MANAGEMENT
      • OTHER LIVESTOCK FARMING
    • AQUACULTURE FARMING
      • ADOPTION OF DATA-DRIVEN DECISION-MAKING PROCESSES BOOSTS SEGMENTAL GROWTH
        • Table AQUACULTURE FARMING: AGRICULTURE ANALYTICS MARKET, BY TYPE, 2017-2022 (USD MILLION)
        • Table AQUACULTURE FARMING: AGRICULTURE ANALYTICS MARKET, BY TYPE, 2023-2028 (USD MILLION)
        • Table AQUACULTURE FARMING: AGRICULTURE ANALYTICS MARKET, BY REGION, 2017-2022 (USD MILLION)
        • Table AQUACULTURE FARMING: AGRICULTURE ANALYTICS MARKET, BY REGION, 2023-2028 (USD MILLION)
      • FISH TRACKING AND FLEET NAVIGATION
      • FEEDING MANAGEMENT
      • WATER QUALITY MANAGEMENT
      • QUALITY CONTROL AND TRACEABILITY
      • PEST AND DISEASE MANAGEMENT
      • FOOD PRODUCTION
      • AERATION SYSTEMS
      • SUPPLY CHAIN MANAGEMENT
      • OTHER AQUACULTURE FARMING
    • VERTICAL FARMING
      • OFFERS SOLUTION BY MAXIMIZING CROP YIELD IN LIMITED SPACES
        • Table AGRICULTURE ANALYTICS MARKET, BY VERTICAL FARMING TYPE, 2017-2022 (USD MILLION)
        • Table AGRICULTURE ANALYTICS MARKET, BY VERTICAL FARMING TYPE, 2023-2028 (USD MILLION)
        • Table VERTICAL FARMING: AGRICULTURE ANALYTICS MARKET, BY REGION, 2017-2022 (USD MILLION)
        • Table VERTICAL FARMING: AGRICULTURE ANALYTICS MARKET, BY REGION, 2023-2028 (USD MILLION)
      • SUSTAINABILITY AND ENVIRONMENTAL MONITORING
      • ENERGY OPTIMIZATION
      • NUTRIENT MANAGEMENT
      • RESOURCE PLANNING AND OPTIMIZATION
      • GRADING AND MARKETING
      • PLANTING AND SEEDING
      • SUPPLY CHAIN MANAGEMENT
      • OTHER VERTICAL FARMING
    • OTHER AGRICULTURE TYPE
  • AGRICULTURE ANALYTICS MARKET, BY FARM SIZE
    • INTRODUCTION
      • FARM SIZE: AGRICULTURE ANALYTICS MARKET DRIVERS
        • Table AGRICULTURE ANALYTICS MARKET, BY FARM SIZE, 2017-2022 (USD MILLION)
        • Table AGRICULTURE ANALYTICS MARKET, BY FARM SIZE, 2023-2028 (USD MILLION)
    • SMALL AND MEDIUM-SIZED FARMS
      • MEDIUM-SIZED FARMS TO DOMINATE AGRICULTURE ANALYTICS MARKET
        • Table SMALL AND MEDIUM-SIZED FARMS: AGRICULTURE ANALYTICS MARKET SIZE, BY REGION, 2017-2022 (USD MILLION)
        • Table SMALL AND MEDIUM-SIZED FARMS: AGRICULTURE ANALYTICS MARKET SIZE, BY REGION, 2023-2028 (USD MILLION)
    • LARGE FARMS
      • OWNERS ADOPT ADVANCED TECHNOLOGIES TO ATTAIN GRANULAR DATA POINTS ON SOIL CONDITIONS AND OTHER VITAL DETAILS
        • Table LARGE FARMS: AGRICULTURE ANALYTICS MARKET, BY REGION, 2017-2022 (USD MILLION)
        • Table LARGE FARMS: AGRICULTURE ANALYTICS MARKET, BY REGION, 2023-2028 (USD MILLION)
  • AGRICULTURE ANALYTICS MARKET, BY TECHNOLOGY
    • INTRODUCTION
      • TECHNOLOGY: AGRICULTURE ANALYTICS MARKET DRIVERS
        • Table TECHNOLOGY: AGRICULTURE ANALYTICS MARKET, 2017-2022, (USD MILLION)
        • Table TECHNOLOGY: AGRICULTURE ANALYTICS MARKET, 2023-2028 (USD MILLION)
    • REMOTE SENSING AND SATELLITE IMAGERY
      • INCREASING PRODUCTIVITY AND PROMOTING ENVIRONMENTAL STEWARDSHIP
        • Table REMOTE SENSING AND SATELLITE IMAGERY: AGRICULTURE ANALYTICS MARKET, BY REGION, 2017-2022 (USD MILLION)
        • Table REMOTE SENSING AND SATELLITE IMAGERY: AGRICULTURE ANALYTICS MARKET, BY REGION, 2023-2028 (USD MILLION)
    • GEOGRAPHIC INFORMATION SYSTEM
      • IMPROVED CROP MANAGEMENT AND ENVIRONMENTALLY SUSTAINABLE FARMING PRACTICES
        • Table GEOGRAPHIC INFORMATION SYSTEM: AGRICULTURE ANALYTICS MARKET, BY REGION, 2017-2022 (USD MILLION)
        • Table GEOGRAPHIC INFORMATION SYSTEM: AGRICULTURE ANALYTICS MARKET, BY REGION, 2023-2028 (USD MILLION)
    • ROBOTICS AND AUTOMATION
      • ANALYZES AGRICULTURAL DATA TO OPTIMIZE FARMING PRACTICES
        • Table ROBOTICS AND AUTOMATION: AGRICULTURE ANALYTICS MARKET, BY REGION, 2017-2022 (USD MILLION)
        • Table ROBOTICS AND AUTOMATION: AGRICULTURE ANALYTICS MARKET, BY REGION, 2023-2028 (USD MILLION)
    • BIG DATA AND CLOUD COMPUTING
      • EXTRACTS VALUABLE INSIGHTS FROM COMPLEX AGRICULTURAL DATA
        • Table BIG DATA AND CLOUD COMPUTING: AGRICULTURE ANALYTICS MARKET, BY REGION, 2017-2022 (USD MILLION)
        • Table BIG DATA AND CLOUD COMPUTING: AGRICULTURE ANALYTICS MARKET, BY REGION, 2023-2028 (USD MILLION)
    • VISUALIZATION AND REPORTING
      • TRANSFORMING COMPLEX INFORMATION INTO VISUALLY INTUITIVE REPRESENTATIONS
        • Table VISUALIZATION AND REPORTING: AGRICULTURE ANALYTICS MARKET, BY REGION, 2017-2022 (USD MILLION)
        • Table VISUALIZATION AND REPORTING: AGRICULTURE ANALYTICS MARKET, BY REGION, 2023-2028 (USD MILLION)
    • BLOCKCHAIN TECHNOLOGY
      • PROVIDES SECURE DATA MANAGEMENT, TRACEABILITY, AND INTEGRATION OF DIVERSE DATA SOURCES
        • Table BLOCKCHAIN TECHNOLOGY: AGRICULTURE ANALYTICS MARKET, BY REGION, 2017-2022 (USD MILLION)
        • Table BLOCKCHAIN TECHNOLOGY: AGRICULTURE ANALYTICS MARKET, BY REGION, 2023-2028 (USD MILLION)
    • OTHER TECHNOLOGY
  • AGRICULTURE ANALYTICS MARKET, BY END USERS
    • INTRODUCTION
      • END USERS: AGRICULTURE ANALYTICS MARKET DRIVERS
        • Table AGRICULTURE ANALYTICS MARKET, BY END USERS, 2017-2022 (USD MILLION)
        • Table AGRICULTURE ANALYTICS MARKET, BY END USERS, 2023-2028 (USD MILLION)
    • FARMERS
      • ADOPTION OF INNOVATIVE SOLUTIONS TO ENHANCE PRODUCTIVITY AND SUSTAINABILITY
        • Table FARMERS: AGRICULTURE ANALYTICS MARKET, BY REGION, 2017-2022 (USD MILLION)
        • Table FARMERS: AGRICULTURE ANALYTICS MARKET, BY REGION, 2023-2028 (USD MILLION)
    • AGRONOMISTS
      • IMPROVED CROP MANAGEMENT AND ENVIRONMENTALLY SUSTAINABLE FARMING PRACTICES
        • Table AGRONOMISTS: AGRICULTURE ANALYTICS MARKET, BY REGION, 2017-2022 (USD MILLION)
        • Table AGRONOMISTS: AGRICULTURE ANALYTICS MARKET, BY REGION, 2023-2028 (USD MILLION)
    • AGRIBUSINESSES
      • DRIVES PROFITABILITY, SUSTAINABILITY, AND INNOVATION IN EVER - EVOLVING AGRICULTURE INDUSTRY
        • Table AGRIBUSINESSES: AGRICULTURE ANALYTICS MARKET, BY REGION, 2017-2022 (USD MILLION)
        • Table AGRIBUSINESSES: AGRICULTURE ANALYTICS MARKET, BY REGION, 2023-2028 (USD MILLION)
    • AGRICULTURAL RESEARCHERS
      • ENSURES SECURE AND RESILIENT FOOD SUPPLY
        • Table AGRICULTURAL RESEARCHERS: AGRICULTURE ANALYTICS MARKET, BY REGION, 2017-2022 (USD MILLION)
        • Table AGRICULTURAL RESEARCHERS: AGRICULTURE ANALYTICS MARKET, BY REGION, 2023-2028 (USD MILLION)
    • GOVERNMENT AGENCIES
      • GATHER, ANALYZE, AND DISTRIBUTE DATA FOR POLICY FORMULATION
        • Table GOVERNMENT AGENCIES: AGRICULTURE ANALYTICS MARKET, BY REGION, 2017-2022 (USD MILLION)
        • Table GOVERNMENT AGENCIES: AGRICULTURE ANALYTICS MARKET, BY REGION, 2023-2028 (USD MILLION)
    • OTHER END USERS
  • AGRICULTURE ANALYTICS MARKET, BY REGION
    • INTRODUCTION
      • Table AGRICULTURE ANALYTICS MARKET, BY REGION, 2017-2022 (USD MILLION)
      • Table AGRICULTURE ANALYTICS MARKET, BY REGION, 2023-2028 (USD MILLION)
    • NORTH AMERICA
      • NORTH AMERICA: AGRICULTURE ANALYTICS MARKET DRIVERS
      • NORTH AMERICA: IMPACT OF RECESSION
        • Table NORTH AMERICA: AGRICULTURE ANALYTICS MARKET, BY OFFERING, 2017-2022 (USD MILLION)
        • Table NORTH AMERICA: AGRICULTURE ANALYTICS MARKET, BY OFFERING, 2023-2028 (USD MILLION)
        • Table NORTH AMERICA: AGRICULTURE ANALYTICS MARKET, BY SERVICES, 2017-2022 (USD MILLION)
        • Table NORTH AMERICA: AGRICULTURE ANALYTICS MARKET, BY SERVICES, 2023-2028 (USD MILLION)
        • Table NORTH AMERICA: AGRICULTURE ANALYTICS MARKET, BY PROFESSIONAL SERVICES, 2017-2022 (USD MILLION)
        • Table NORTH AMERICA: AGRICULTURE ANALYTICS MARKET, BY PROFESSIONAL SERVICES, 2023-2028 (USD MILLION)
        • Table NORTH AMERICA: AGRICULTURE ANALYTICS MARKET, BY MANAGED SERVICES, 2017-2022 (USD MILLION)
        • Table NORTH AMERICA: AGRICULTURE ANALYTICS MARKET, BY MANAGED SERVICES, 2023-2028 (USD MILLION)
        • Table NORTH AMERICA: AGRICULTURE ANALYTICS MARKET, BY AGRICULTURE TYPE, 2017-2022 (USD MILLION)
        • Table NORTH AMERICA: AGRICULTURE ANALYTICS MARKET, BY AGRICULTURE TYPE, 2023-2028 (USD MILLION)
        • Table NORTH AMERICA: AGRICULTURE ANALYTICS MARKET, BY FARM SIZE, 2017-2022 (USD MILLION)
        • Table NORTH AMERICA: AGRICULTURE ANALYTICS MARKET, BY FARM SIZE, 2023-2028 (USD MILLION)
        • Table NORTH AMERICA: AGRICULTURE ANALYTICS MARKET, BY TECHNOLOGY, 2017-2022 (USD MILLION)
        • Table NORTH AMERICA: AGRICULTURE ANALYTICS MARKET, BY TECHNOLOGY, 2023-2028 (USD MILLION)
        • Table NORTH AMERICA: AGRICULTURE ANALYTICS MARKET, BY END USERS, 2017-2022 (USD MILLION)
        • Table NORTH AMERICA: AGRICULTURE ANALYTICS MARKET, BY END USERS, 2023-2028 (USD MILLION)
        • Table NORTH AMERICA: AGRICULTURE ANALYTICS MARKET, BY COUNTRY, 2017-2022 (USD MILLION)
        • Table NORTH AMERICA: AGRICULTURE ANALYTICS MARKET, BY COUNTRY, 2023-2028 (USD MILLION)
      • US
        • Table US: AGRICULTURE ANALYTICS MARKET, BY OFFERING, 2017-2022 (USD MILLION)
        • Table US: AGRICULTURE ANALYTICS MARKET, BY OFFERING, 2023-2028 (USD MILLION)
        • Table US: AGRICULTURE ANALYTICS MARKET, BY FARM SIZE, 2017-2022 (USD MILLION)
        • Table US: AGRICULTURE ANALYTICS MARKET, BY FARM SIZE, 2023-2028 (USD MILLION)
      • CANADA
        • Table CANADA: AGRICULTURE ANALYTICS MARKET, BY OFFERING, 2017-2022 (USD MILLION)
        • Table CANADA: AGRICULTURE ANALYTICS MARKET, BY OFFERING, 2023-2028 (USD MILLION)
        • Table CANADA: AGRICULTURE ANALYTICS MARKET, BY FARM SIZE, 2017-2022 (USD MILLION)
        • Table CANADA: AGRICULTURE ANALYTICS MARKET, BY FARM SIZE, 2023-2028 (USD MILLION)
    • EUROPE
      • EUROPE: AGRICULTURE ANALYTICS MARKET DRIVERS
      • EUROPE: IMPACT OF RECESSION
        • Table EUROPE: AGRICULTURE ANALYTICS MARKET, BY OFFERING, 2017-2022 (USD MILLION)
        • Table EUROPE: AGRICULTURE ANALYTICS MARKET, BY OFFERING, 2023-2028 (USD MILLION)
        • Table EUROPE: AGRICULTURE ANALYTICS MARKET, BY SERVICES, 2017-2022 (USD MILLION)
        • Table EUROPE: AGRICULTURE ANALYTICS MARKET, BY SERVICES, 2023-2028 (USD MILLION)
        • Table EUROPE: AGRICULTURE ANALYTICS MARKET, BY PROFESSIONAL SERVICES: 2017-2022 (USD MILLION)
        • Table EUROPE: AGRICULTURE ANALYTICS MARKET, BY PROFESSIONAL SERVICES, 2023-2028 (USD MILLION)
        • Table EUROPE: AGRICULTURE ANALYTICS MARKET, BY MANAGED SERVICES, 2017-2022 (USD MILLION)
        • Table EUROPE: AGRICULTURE ANALYTICS MARKET, BY MANAGED SERVICES, 2023-2028 (USD MILLION)
        • Table EUROPE: AGRICULTURE ANALYTICS MARKET, BY AGRICULTURE TYPE, 2017-2022 (USD MILLION)
        • Table EUROPE: AGRICULTURE ANALYTICS MARKET, BY AGRICULTURE TYPE, 2023-2028 (USD MILLION)
        • Table EUROPE: AGRICULTURE ANALYTICS MARKET, BY FARM SIZE, 2017-2022 (USD MILLION)
        • Table EUROPE: AGRICULTURE ANALYTICS MARKET, BY FARM SIZE, 2023-2028 (USD MILLION)
        • Table EUROPE: AGRICULTURE ANALYTICS MARKET, BY TECHNOLOGY, 2017-2022 (USD MILLION)
        • Table EUROPE: AGRICULTURE ANALYTICS MARKET, BY TECHNOLOGY, 2023-2028 (USD MILLION)
        • Table EUROPE: AGRICULTURE ANALYTICS MARKET, BY END USERS, 2017-2022 (USD MILLION)
        • Table EUROPE: AGRICULTURE ANALYTICS MARKET, BY END USERS, 2023-2028 (USD MILLION)
        • Table EUROPE: AGRICULTURE ANALYTICS MARKET, BY COUNTRY, 2017-2022 (USD MILLION)
        • Table EUROPE: AGRICULTURE ANALYTICS MARKET, BY COUNTRY, 2023-2028 (USD MILLION)
      • UK
        • Table UK: AGRICULTURE ANALYTICS MARKET, BY OFFERING, 2017-2022 (USD MILLION)
        • Table UK: AGRICULTURE ANALYTICS MARKET, BY OFFERING, 2023-2028 (USD MILLION)
        • Table UK: AGRICULTURE ANALYTICS MARKET, BY FARM SIZE, 2017-2022 (USD MILLION)
        • Table UK: AGRICULTURE ANALYTICS MARKET, BY FARM SIZE, 2023-2028 (USD MILLION)
      • GERMANY
        • Table GERMANY: AGRICULTURE ANALYTICS MARKET, BY OFFERING, 2017-2022 (USD MILLION)
        • Table GERMANY: AGRICULTURE ANALYTICS MARKET, BY OFFERING, 2023-2028 (USD MILLION)
        • Table GERMANY: AGRICULTURE ANALYTICS MARKET, BY FARM SIZE, 2017-2022 (USD MILLION)
        • Table GERMANY: AGRICULTURE ANALYTICS MARKET, BY FARM SIZE, 2023-2028 (USD MILLION)
      • FRANCE
        • Table FRANCE: AGRICULTURE ANALYTICS MARKET, BY OFFERING, 2017-2022 (USD MILLION)
        • Table FRANCE: AGRICULTURE ANALYTICS MARKET, BY OFFERING, 2023-2028 (USD MILLION)
        • Table FRANCE: AGRICULTURE ANALYTICS MARKET, BY FARM SIZE, 2017-2022 (USD MILLION)
        • Table FRANCE: AGRICULTURE ANALYTICS MARKET, BY FARM SIZE, 2023-2028 (USD MILLION)
      • ITALY
        • Table ITALY: AGRICULTURE ANALYTICS MARKET, BY OFFERING, 2017-2022 (USD MILLION)
        • Table ITALY: AGRICULTURE ANALYTICS MARKET, BY OFFERING, 2023-2028 (USD MILLION)
        • Table ITALY: AGRICULTURE ANALYTICS MARKET, BY FARM SIZE, 2017-2022 (USD MILLION)
        • Table ITALY: AGRICULTURE ANALYTICS MARKET, BY FARM SIZE, 2023-2028 (USD MILLION)
      • NETHERLANDS
        • Table NETHERLANDS: AGRICULTURE ANALYTICS MARKET, BY OFFERING, 2017-2022 (USD MILLION)
        • Table NETHERLANDS: AGRICULTURE ANALYTICS MARKET, BY OFFERING, 2023-2028 (USD MILLION)
        • Table NETHERLANDS: AGRICULTURE ANALYTICS MARKET, BY FARM SIZE, 2017-2022 (USD MILLION)
        • Table NETHERLANDS: AGRICULTURE ANALYTICS MARKET, BY FARM SIZE, 2023-2028 (USD MILLION)
      • REST OF EUROPE
    • ASIA PACIFIC
      • ASIA PACIFIC: AGRICULTURE ANALYTICS MARKET DRIVERS
      • ASIA PACIFIC: IMPACT OF RECESSION
        • Table ASIA PACIFIC: AGRICULTURE ANALYTICS MARKET, BY OFFERING, 2017-2022 (USD MILLION)
        • Table ASIA PACIFIC: AGRICULTURE ANALYTICS MARKET, BY OFFERING, 2023-2028 (USD MILLION)
        • Table ASIA PACIFIC: AGRICULTURE ANALYTICS MARKET, BY SERVICES, 2017-2022 (USD MILLION)
        • Table ASIA PACIFIC: AGRICULTURE ANALYTICS MARKET, BY SERVICES, 2023-2028 (USD MILLION)
        • Table ASIA PACIFIC: AGRICULTURE ANALYTICS MARKET, BY PROFESSIONAL SERVICES: 2017- 2022 (USD MILLION)
        • Table ASIA PACIFIC: AGRICULTURE ANALYTICS MARKET, BY PROFESSIONAL SERVICES, 2023-2028 (USD MILLION)
        • Table ASIA PACIFIC: AGRICULTURE ANALYTICS MARKET, BY MANAGED SERVICES, 2017-2022 (USD MILLION)
        • Table ASIA PACIFIC: AGRICULTURE ANALYTICS MARKET, BY MANAGED SERVICES, 2023-2028 (USD MILLION)
        • Table ASIA PACIFIC: AGRICULTURE ANALYTICS MARKET, BY AGRICULTURE TYPE, 2017-2022 (USD MILLION)
        • Table ASIA PACIFIC: AGRICULTURE ANALYTICS MARKET, BY AGRICULTURE TYPE, 2023-2028 (USD MILLION)
        • Table ASIA PACIFIC: AGRICULTURE ANALYTICS MARKET, BY FARM SIZE, 2017-2022 (USD MILLION)
        • Table ASIA PACIFIC: AGRICULTURE ANALYTICS MARKET, BY FARM SIZE, 2023-2028 (USD MILLION)
        • Table ASIA PACIFIC: AGRICULTURE ANALYTICS MARKET, BY TECHNOLOGY, 2017-2022 (USD MILLION)
        • Table ASIA PACIFIC: AGRICULTURE ANALYTICS MARKET, BY TECHNOLOGY, 2023-2028 (USD MILLION)
        • Table ASIA PACIFIC: AGRICULTURE ANALYTICS MARKET, BY END USERS, 2017-2022 (USD MILLION)
        • Table ASIA PACIFIC: AGRICULTURE ANALYTICS MARKET, BY END USERS, 2023-2028 (USD MILLION)
        • Table ASIA PACIFIC: AGRICULTURE ANALYTICS MARKET, BY COUNTRY, 2017-2022 (USD MILLION)
        • Table ASIA PACIFIC: AGRICULTURE ANALYTICS MARKET, BY COUNTRY, 2023-2028 (USD MILLION)
      • CHINA
        • Table CHINA: AGRICULTURE ANALYTICS MARKET, BY OFFERING, 2017-2022 (USD MILLION)
        • Table CHINA: AGRICULTURE ANALYTICS MARKET, BY OFFERING, 2023-2028 (USD MILLION)
        • Table CHINA: AGRICULTURE ANALYTICS MARKET, BY FARM SIZE, 2017-2022 (USD MILLION)
        • Table CHINA: AGRICULTURE ANALYTICS MARKET, BY FARM SIZE, 2023-2028 (USD MILLION)
      • JAPAN
        • Table JAPAN: AGRICULTURE ANALYTICS MARKET, BY OFFERING, 2017-2022 (USD MILLION)
        • Table JAPAN: AGRICULTURE ANALYTICS MARKET, BY OFFERING, 2023-2028 (USD MILLION)
        • Table JAPAN: AGRICULTURE ANALYTICS MARKET, BY FARM SIZE, 2017-2022 (USD MILLION)
        • Table JAPAN: AGRICULTURE ANALYTICS MARKET, BY FARM SIZE, 2023-2028 (USD MILLION)
      • INDIA
        • Table INDIA: AGRICULTURE ANALYTICS MARKET, BY OFFERING, 2017-2022 (USD MILLION)
        • Table INDIA: AGRICULTURE ANALYTICS MARKET, BY OFFERING, 2023-2028 (USD MILLION)
        • Table INDIA: AGRICULTURE ANALYTICS MARKET, BY FARM SIZE, 2017-2022 (USD MILLION)
        • Table INDIA: AGRICULTURE ANALYTICS MARKET, BY FARM SIZE, 2023-2028 (USD MILLION)
      • SOUTH KOREA
        • Table SOUTH KOREA: AGRICULTURE ANALYTICS MARKET, BY OFFERING, 2017-2022 (USD MILLION)
        • Table SOUTH KOREA: AGRICULTURE ANALYTICS MARKET, BY OFFERING, 2023-2028 (USD MILLION)
        • Table SOUTH KOREA: AGRICULTURE ANALYTICS MARKET, BY FARM SIZE, 2017-2022 (USD MILLION)
        • Table SOUTH KOREA: AGRICULTURE ANALYTICS MARKET, BY FARM SIZE, 2023-2028 (USD MILLION)
      • ANZ
        • Table ANZ: AGRICULTURE ANALYTICS MARKET, BY OFFERING, 2017-2022 (USD MILLION)
        • Table ANZ: AGRICULTURE ANALYTICS MARKET, BY OFFERING, 2023-2028 (USD MILLION)
        • Table ANZ: AGRICULTURE ANALYTICS MARKET, BY FARM SIZE, 2017-2022 (USD MILLION)
        • Table ANZ: AGRICULTURE ANALYTICS MARKET, BY FARM SIZE, 2023-2028 (USD MILLION)
      • REST OF ASIA PACIFIC
    • MIDDLE EAST AND AFRICA
      • MIDDLE EAST AND AFRICA: AGRICULTURE ANALYTICS MARKET DRIVERS
      • MIDDLE EAST AND AFRICA: IMPACT OF RECESSION
        • Table MIDDLE EAST AND AFRICA: AGRICULTURE ANALYTICS MARKET, BY OFFERING, 2017-2022 (USD MILLION)
        • Table MIDDLE EAST AND AFRICA: AGRICULTURE ANALYTICS MARKET, BY OFFERING, 2023-2028 (USD MILLION)
        • Table MIDDLE EAST AND AFRICA: AGRICULTURE ANALYTICS MARKET, BY SERVICES, 2017-2022 (USD MILLION)
        • Table MIDDLE EAST AND AFRICA: AGRICULTURE ANALYTICS MARKET, BY SERVICES, 2023-2028 (USD MILLION)
        • Table MIDDLE EAST AND AFRICA: AGRICULTURE ANALYTICS MARKET, BY PROFESSIONAL SERVICES: 2017-2022 (USD MILLION)
        • Table MIDDLE EAST AND AFRICA: AGRICULTURE ANALYTICS MARKET, BY PROFESSIONAL SERVICES, 2023-2028 (USD MILLION)
        • Table MIDDLE EAST AND AFRICA: AGRICULTURE ANALYTICS MARKET, BY MANAGED SERVICES, 2017-2022 (USD MILLION)
        • Table MIDDLE EAST AND AFRICA: AGRICULTURE ANALYTICS MARKET, BY MANAGED SERVICES, 2023-2028 (USD MILLION)
        • Table MIDDLE EAST AND AFRICA: AGRICULTURE ANALYTICS MARKET, BY AGRICULTURE TYPE, 2017-2022 (USD MILLION)
        • Table MIDDLE EAST AND AFRICA: AGRICULTURE ANALYTICS MARKET, BY AGRICULTURE TYPE, 2023-2028 (USD MILLION)
        • Table MIDDLE EAST AND AFRICA: AGRICULTURE ANALYTICS MARKET, BY FARM SIZE, 2017-2022 (USD MILLION)
        • Table MIDDLE EAST AND AFRICA: AGRICULTURE ANALYTICS MARKET, BY FARM SIZE, 2023-2028 (USD MILLION)
        • Table MIDDLE EAST AND AFRICA: AGRICULTURE ANALYTICS MARKET, BY TECHNOLOGY, 2017-2022 (USD MILLION)
        • Table MIDDLE EAST AND AFRICA: AGRICULTURE ANALYTICS MARKET, BY TECHNOLOGY, 2023-2028 (USD MILLION)
        • Table MIDDLE EAST AND AFRICA: AGRICULTURE ANALYTICS MARKET, BY END USERS, 2017-2022 (USD MILLION)
        • Table MIDDLE EAST AND AFRICA: AGRICULTURE ANALYTICS MARKET, BY END USERS, 2023-2028 (USD MILLION)
        • Table MIDDLE EAST AND AFRICA: AGRICULTURE ANALYTICS MARKET, BY COUNTRY, 2017-2022 (USD MILLION)
        • Table MIDDLE EAST AND AFRICA: AGRICULTURE ANALYTICS MARKET, BY COUNTRY, 2023-2028 (USD MILLION)
      • SAUDI ARABIA
        • Table SAUDI ARABIA: AGRICULTURE ANALYTICS MARKET, BY OFFERING, 2017-2022 (USD MILLION)
        • Table SAUDI ARABIA: AGRICULTURE ANALYTICS MARKET, BY OFFERING, 2023-2028 (USD MILLION)
        • Table SAUDI ARABIA: AGRICULTURE ANALYTICS MARKET, BY FARM SIZE, 2017-2022 (USD MILLION)
        • Table SAUDI ARABIA: AGRICULTURE ANALYTICS MARKET, BY FARM SIZE, 2023-2028 (USD MILLION)
      • UAE
        • Table UAE: AGRICULTURE ANALYTICS MARKET, BY OFFERING, 2017-2022 (USD MILLION)
        • Table UAE: AGRICULTURE ANALYTICS MARKET, BY OFFERING, 2023-2028 (USD MILLION)
        • Table UAE: AGRICULTURE ANALYTICS MARKET, BY FARM SIZE, 2017-2022 (USD MILLION)
        • Table UAE: AGRICULTURE ANALYTICS MARKET, BY FARM SIZE, 2023-2028 (USD MILLION)
      • ISRAEL
        • Table ISRAEL: AGRICULTURE ANALYTICS MARKET, BY OFFERING, 2017-2022 (USD MILLION)
        • Table ISRAEL: AGRICULTURE ANALYTICS MARKET, BY OFFERING, 2023-2028 (USD MILLION)
        • Table ISRAEL: AGRICULTURE ANALYTICS MARKET, BY FARM SIZE, 2017-2022 (USD MILLION)
        • Table ISRAEL: AGRICULTURE ANALYTICS MARKET, BY FARM SIZE, 2023-2028 (USD MILLION)
      • SOUTH AFRICA
        • Table SOUTH AFRICA: AGRICULTURE ANALYTICS MARKET, BY OFFERING, 2017-2022 (USD MILLION)
        • Table SOUTH AFRICA: AGRICULTURE ANALYTICS MARKET, BY OFFERING, 2023-2028 (USD MILLION)
        • Table SOUTH AFRICA: AGRICULTURE ANALYTICS MARKET, BY FARM SIZE, 2017-2022 (USD MILLION)
        • Table SOUTH AFRICA: AGRICULTURE ANALYTICS MARKET, BY FARM SIZE, 2023-2028 (USD MILLION)
      • REST OF MIDDLE EAST & AFRICA
    • LATIN AMERICA
      • LATIN AMERICA: AGRICULTURE ANALYTICS MARKET DRIVERS
      • LATIN AMERICA: IMPACT OF RECESSION
        • Table LATIN AMERICA: AGRICULTURE ANALYTICS MARKET, BY OFFERING, 2017-2022 (USD MILLION)
        • Table LATIN AMERICA: AGRICULTURE ANALYTICS MARKET, BY OFFERING, 2023-2028 (USD MILLION)
        • Table LATIN AMERICA: AGRICULTURE ANALYTICS MARKET, BY SERVICES, 2017-2022 (USD MILLION)
        • Table LATIN AMERICA: AGRICULTURE ANALYTICS MARKET, BY SERVICES, 2023-2028 (USD MILLION)
        • Table LATIN AMERICA: AGRICULTURE ANALYTICS MARKET, BY PROFESSIONAL SERVICES: 2017-2022 (USD MILLION)
        • Table LATIN AMERICA: AGRICULTURE ANALYTICS MARKET, BY PROFESSIONAL SERVICES, 2023-2028 (USD MILLION)
        • Table LATIN AMERICA: AGRICULTURE ANALYTICS MARKET, BY MANAGED SERVICES, 2017-2022 (USD MILLION)
        • Table LATIN AMERICA: AGRICULTURE ANALYTICS MARKET, BY MANAGED SERVICES, 2023-2028 (USD MILLION)
        • Table LATIN AMERICA: AGRICULTURE ANALYTICS MARKET, BY AGRICULTURE TYPE, 2017-2022 (USD MILLION)
        • Table LATIN AMERICA: AGRICULTURE ANALYTICS MARKET, BY AGRICULTURE TYPE, 2023-2028 (USD MILLION)
        • Table LATIN AMERICA: AGRICULTURE ANALYTICS MARKET, BY FARM SIZE, 2017-2022 (USD MILLION)
        • Table LATIN AMERICA: AGRICULTURE ANALYTICS MARKET, BY FARM SIZE, 2023-2028 (USD MILLION)
        • Table LATIN AMERICA: AGRICULTURE ANALYTICS MARKET, BY TECHNOLOGY, 2017-2022 (USD MILLION)
        • Table LATIN AMERICA: AGRICULTURE ANALYTICS MARKET, BY TECHNOLOGY, 2023-2028 (USD MILLION)
        • Table LATIN AMERICA: AGRICULTURE ANALYTICS MARKET, BY END USERS, 2017-2022 (USD MILLION)
        • Table LATIN AMERICA: AGRICULTURE ANALYTICS MARKET, BY END USERS, 2023-2028 (USD MILLION)
        • Table LATIN AMERICA: AGRICULTURE ANALYTICS MARKET, BY COUNTRY, 2017-2022 (USD MILLION)
        • Table LATIN AMERICA: AGRICULTURE ANALYTICS MARKET, BY COUNTRY, 2023-2028 (USD MILLION)
      • BRAZIL
        • Table BRAZIL: AGRICULTURE ANALYTICS MARKET, BY OFFERING, 2017-2022 (USD MILLION)
        • Table BRAZIL: AGRICULTURE ANALYTICS MARKET, BY OFFERING, 2023-2028 (USD MILLION)
        • Table BRAZIL: AGRICULTURE ANALYTICS MARKET, BY FARM SIZE, 2017-2022 (USD MILLION)
        • Table BRAZIL: AGRICULTURE ANALYTICS MARKET, BY FARM SIZE, 2023-2028 (USD MILLION)
      • MEXICO
        • Table MEXICO: AGRICULTURE ANALYTICS MARKET, BY OFFERING, 2017-2022 (USD MILLION)
        • Table MEXICO: AGRICULTURE ANALYTICS MARKET, BY OFFERING, 2023-2028 (USD MILLION)
        • Table MEXICO: AGRICULTURE ANALYTICS MARKET, BY FARM SIZE, 2017-2022 (USD MILLION)
        • Table MEXICO: AGRICULTURE ANALYTICS MARKET, BY FARM SIZE, 2023-2028 (USD MILLION)
      • ARGENTINA
        • Table ARGENTINA: AGRICULTURE ANALYTICS MARKET, BY OFFERING, 2017-2022 (USD MILLION)
        • Table ARGENTINA: AGRICULTURE ANALYTICS MARKET, BY OFFERING, 2023-2028 (USD MILLION)
        • Table ARGENTINA: AGRICULTURE ANALYTICS MARKET, BY FARM SIZE, 2017-2022 (USD MILLION)
        • Table ARGENTINA: AGRICULTURE ANALYTICS MARKET, BY FARM SIZE, 2023-2028 (USD MILLION)
      • REST OF LATIN AMERICA
  • COMPETITIVE LANDSCAPE
    • OVERVIEW
    • STRATEGIES ADOPTED BY KEY PLAYERS
      • Table OVERVIEW OF STRATEGIES ADOPTED BY KEY AGRICULTURE ANALYTICS VENDORS
    • REVENUE ANALYSIS
    • MARKET SHARE ANALYSIS
      • Table AGRICULTURE ANALYTICS MARKET: DEGREE OF COMPETITION
    • COMPANY EVALUATION MATRIX
      • STARS
      • EMERGING LEADERS
      • PERVASIVE COMPANIES
      • PARTICIPANTS
      • COMPETITIVE BENCHMARKING
        • Table AGRICULTURE ANALYTICS MARKET: PRODUCT FOOTPRINT ANALYSIS OF KEY PLAYERS, 2022
        • Table AGRICULTURE ANALYTICS MARKET: PRODUCT FOOTPRINT ANALYSIS OF OTHER PLAYERS, 2022
    • STARTUP/SME EVALUATION MATRIX
      • PROGRESSIVE COMPANIES
      • RESPONSIVE COMPANIES
      • DYNAMIC COMPANIES
      • STARTING BLOCKS
      • STARTUPS/SMES COMPETITIVE BENCHMARKING
        • Table AGRICULTURE ANALYTICS MARKET: DETAILED LIST OF KEY STARTUPS/SMES
    • COMPETITIVE SCENARIOS AND TRENDS
      • PRODUCT LAUNCHES
        • Table PRODUCT LAUNCHES, 2020-2023
      • DEALS
        • Table DEALS, 2020-2023
  • COMPANY PROFILES
    • INTRODUCTION
    • KEY PLAYERS
      • IBM
        • Table IBM: BUSINESS OVERVIEW
        • Table IBM: PRODUCTS/SOLUTIONS/SERVICES OFFERED
        • Table IBM: PRODUCT LAUNCHES
        • Table IBM: DEALS
      • DEERE & COMPANY
        • Table DEERE & COMPANY: BUSINESS OVERVIEW
        • Table DEERE & COMPANY: PRODUCTS/SOLUTIONS SERVICES OFFERED
        • Table DEERE & COMPANY: DEALS
      • BAYER AG
        • Table BAYER AG: BUSINESS OVERVIEW
        • Table BAYER AG: PRODUCTS/SERVICES/SOLUTIONS OFFERED
        • Table BAYER AG: PRODUCT LAUNCHES
        • Table BAYER AG: DEALS
      • SAP
        • Table SAP: BUSINESS OVERVIEW
        • Table SAP: PRODUCTS/SOLUTIONS/SERVICES OFFERED
        • Table SAP: PRODUCT LAUNCHES
        • Table SAP: DEALS
      • TRIMBLE INC
        • Table TRIMBLE INC: BUSINESS OVERVIEW
        • Table TRIMBLE INC: PRODUCTS/SOLUTIONS/SERVICES OFFERED
        • Table TRIMBLE INC: PRODUCT LAUNCHES
        • Table TRIMBLE INC: DEALS
      • ACCENTURE
        • Table ACCENTURE: BUSINESS OVERVIEW
        • Table ACCENTURE: PRODUCTS/SERVICES/SOLUTIONS OFFERED
        • Table ACCENTURE: DEALS
      • ABACO GROUP
        • Table ABACO GROUP: BUSINESS OVERVIEW
        • Table ABACO GROUP: PRODUCTS/SOLUTIONS/SERVICES OFFERED
        • Table ABACO GROUP: DEALS
      • DELAVAL
        • Table DELAVAL: BUSINESS OVERVIEW
        • Table DELAVAL: PRODUCTS/SOLUTIONS/SERVICES OFFERED
        • Table DELAVAL: PRODUCT LAUNCHES AND DEVELOPMENTS
        • Table DELAVAL: DEALS
      • ORACLE
        • Table ORACLE: BUSINESS OVERVIEW
        • Table ORACLE: PRODUCTS/SOLUTIONS/SERVICES OFFERED
        • Table ORACLE: DEALS
      • DTN
        • Table DTN: BUSINESS OVERVIEW
        • Table DTN: PRODUCTS/SOLUTIONS/SERVICES OFFERED
        • Table DTN: DEALS
      • FARMERS EDGE
        • Table FARMERS EDGE: BUSINESS OVERVIEW
        • Table FARMERS EDGE: PRODUCTS/SOLUTIONS/SERVICES OFFERED
        • Table FARMERS EDGE: DEALS
      • SAS INSTITUTE
        • Table SAS INSTITUTE: BUSINESS OVERVIEW
        • Table SAS INSTITUTE: PRODUCTS/SOLUTIONS/SERVICES OFFERED
        • Table SAS INSTITUTE: DEALS
    • OTHER KEY PLAYERS
      • ITERIS
      • PRECISIONHAWK
      • CONSERVIS
      • STESALIT SYSTEMS
      • AGRIBOTIX
      • AGRIVI
      • GRANULAR
      • FBN
      • GRO INTELLIGENCE
      • RESSON
    • STARTUPS
      • AGVUE TECHNOLOGIES
      • TARANIS
      • CROPX
      • TRACE GENOMICS
      • FASAL
      • AGEYE TECHNOLOGIES
      • HELIOPAS AI
      • ONESOIL
      • ROOT AI
      • AGSHIFT
  • ADJACENT AND RELATED MARKETS
    • INTRODUCTION
    • PRECISION FARMING MARKET - GLOBAL FORECAST TO 2030
      • MARKET DEFINITION
      • MARKET SEGMENT
        • Table PRECISION FARMING MARKET, BY OFFERING, 2018-2021 (USD MILLION)
        • Table PRECISION FARMING MARKET, BY OFFERING, 2022-2030 (USD MILLION)
        • Table PRECISION FARMING MARKET, BY HARDWARE, 2018-2021 (USD MILLION)
        • Table PRECISION FARMING MARKET, BY HARDWARE, 2022-2030 (USD MILLION)
        • Table SOFTWARE: PRECISION FARMING MARKET, BY DEPLOYMENT TYPE, 2018-2021 (USD MILLION)
        • Table SOFTWARE: PRECISION FARMING MARKET, BY DEPLOYMENT TYPE, 2022-2030 (USD MILLION)
        • Table PRECISION FARMING MARKET FOR SERVICES, BY SERVICE TYPE, 2018-2021 (USD MILLION)
        • Table PRECISION FARMING MARKET FOR SERVICES, BY SERVICE TYPE, 2022-2030 (USD MILLION)
        • Table PRECISION FARMING MARKET, BY TECHNOLOGY, 2018-2021 (USD MILLION)
        • Table PRECISION FARMING MARKET, BY TECHNOLOGY, 2022-2030 (USD MILLION)
        • Table PRECISION FARMING MARKET, BY APPLICATION, 2018-2021 (USD MILLION)
        • Table PRECISION FARMING MARKET, BY REGION, 2018-2021 (USD MILLION)
        • Table PRECISION FARMING MARKET, BY REGION, 2022-2030 (USD MILLION)
    • AI IN AGRICULTURE MARKET - GLOBAL FORECAST TO 2028
      • MARKET DEFINITION
      • MARKET OVERVIEW
        • Table AI IN AGRICULTURE MARKET, BY TECHNOLOGY, 2019-2022 (USD MILLION)
        • Table AI IN AGRICULTURE MARKET, BY TECHNOLOGY, 2023-2028 (USD MILLION)
        • Table AI IN AGRICULTURE MARKET, BY OFFERING, 2019-2022 (USD MILLION)
        • Table AI IN AGRICULTURE MARKET, BY OFFERING, 2023-2028 (USD MILLION)
        • Table HARDWARE: AI IN AGRICULTURE MARKET, BY TYPE, 2019-2022 (USD MILLION)
        • Table HARDWARE: AI IN AGRICULTURE MARKET, BY TYPE, 2023-2028 (USD MILLION)
        • Table SOFTWARE: AI IN AGRICULTURE MARKET, BY TYPE, 2019-2022 (USD MILLION)
        • Table SOFTWARE: AI IN AGRICULTURE MARKET, BY TYPE, 2023-2028 (USD MILLION)
        • Table SERVICE: AI IN AGRICULTURE MARKET, BY TYPE, 2019-2022 (USD MILLION)
        • Table SERVICE: AI IN AGRICULTURE MARKET, BY TYPE, 2023-2028 (USD MILLION)
        • Table AI IN AGRICULTURE MARKET, BY APPLICATION, 2019-2022 (USD MILLION)
        • Table AI IN AGRICULTURE MARKET, BY APPLICATION, 2023-2028 (USD MILLION)
        • Table AI IN AGRICULTURE MARKET, BY REGION, 2019-2022 (USD MILLION)
        • Table AI IN AGRICULTURE MARKET, BY REGION, 2023-2028 (USD MILLION)
  • APPENDIX
    • DISCUSSION GUIDE
    • KNOWLEDGESTORE: MARKETSANDMARKETS’ SUBSCRIPTION PORTAL
    • CUSTOMIZATION OPTIONS
    • RELATED REPORTS
    • AUTHOR DETAILS

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