Table of Content

1 INTRODUCTION (Page No. - 31)
    1.1 STUDY OBJECTIVES 
    1.2 MARKET DEFINITION 
    1.3 MARKET SCOPE 
           1.3.1 MARKETS COVERED
                    FIGURE 1 PRECISION FARMING SOFTWARE MARKET SEGMENTATION
           1.3.2 REGIONAL SCOPE
           1.3.3 INCLUSIONS AND EXCLUSIONS
           1.3.4 YEARS CONSIDERED
    1.4 CURRENCY CONSIDERED 
    1.5 STAKEHOLDERS 
    1.6 SUMMARY OF CHANGES 
    1.7 IMPACT OF RECESSION 
2 RESEARCH METHODOLOGY (Page No. - 37)
    2.1 RESEARCH DATA 
           FIGURE 2 PRECISION FARMING SOFTWARE MARKET: RESEARCH DESIGN
           2.1.1 SECONDARY DATA
                    2.1.1.1 List of major secondary sources
                    2.1.1.2 Key data from secondary sources
           2.1.2 PRIMARY DATA
                    2.1.2.1 List of primary interview participants
                    2.1.2.2 Breakdown of primaries
                    2.1.2.3 Key data from primary sources
                    2.1.2.4 Key industry insights
    2.2 MARKET SIZE ESTIMATION METHODOLOGY 
           FIGURE 3 PRECISION FARMING SOFTWARE MARKET: PROCESS FLOW
           2.2.1 TOP-DOWN APPROACH
                    2.2.1.1 Approach to arrive at market size using top-down analysis (supply side)
                               FIGURE 4 PRECISION FARMING SOFTWARE MARKET: TOP-DOWN APPROACH
                               FIGURE 5 PRECISION FARMING SOFTWARE MARKET SIZE ESTIMATION METHODOLOGY: SUPPLY SIDE (APPROACH 1)
                               FIGURE 6 PRECISION FARMING SOFTWARE MARKET SIZE ESTIMATION METHODOLOGY: SUPPLY SIDE (APPROACH 2)
           2.2.2 BOTTOM-UP APPROACH
                    2.2.2.1 Approach to arrive at market size using bottom-up analysis (demand side)
                               FIGURE 7 PRECISION FARMING SOFTWARE MARKET: BOTTOM-UP APPROACH
                               FIGURE 8 PRECISION FARMING SOFTWARE MARKET SIZE ESTIMATION METHODOLOGY (DEMAND SIDE)
    2.3 GROWTH FORECAST 
    2.4 MARKET BREAKDOWN AND DATA TRIANGULATION 
           FIGURE 9 PRECISION FARMING SOFTWARE MARKET: DATA TRIANGULATION
    2.5 RESEARCH ASSUMPTIONS 
           TABLE 1 PRECISION FARMING SOFTWARE MARKET: RESEARCH ASSUMPTIONS
    2.6 RESEARCH LIMITATIONS 
    2.7 RISK FACTORS 
           TABLE 2 PRECISION FARMING SOFTWARE MARKET: RISK FACTORS
    2.8 RISK ASSESSMENT 
           FIGURE 10 PRECISION FARMING SOFTWARE MARKET: RISK ASSESSMENT
           TABLE 3 PRECISION FARMING SOFTWARE MARKET: RECESSION IMPACT
3 EXECUTIVE SUMMARY (Page No. - 51)
    FIGURE 11 PRECISION FARMING SOFTWARE MARKET, 2020–2029 (USD BILLION)
    FIGURE 12 ON-PREMISES DELIVERY MODEL TO HOLD LARGER SHARE OF PRECISION FARMING SOFTWARE MARKET IN 2029
    FIGURE 13 GUIDANCE TECHNOLOGY TO ACCOUNT FOR LARGEST MARKET SHARE IN 2023
    FIGURE 14 YIELD MONITORING APPLICATION TO DOMINATE PRECISION FARMING SOFTWARE MARKET DURING FORECAST PERIOD
    FIGURE 15 ASIA PACIFIC TO RECORD HIGHEST CAGR IN PRECISION FARMING SOFTWARE MARKET BETWEEN 2024 AND 2029
4 PREMIUM INSIGHTS (Page No. - 55)
    4.1 ATTRACTIVE OPPORTUNITIES FOR PLAYERS IN PRECISION FARMING SOFTWARE MARKET 
           FIGURE 16 RISING ADOPTION OF ADVANCED AGRICULTURAL TECHNOLOGIES TO OFFER LUCRATIVE OPPORTUNITIES FOR PLAYERS IN PRECISION FARMING SOFTWARE MARKET
    4.2 PRECISION FARMING SOFTWARE MARKET, BY DELIVERY MODEL 
           FIGURE 17 ON-PREMISES DELIVERY MODEL TO DOMINATE MARKET FROM 2024 TO 2029
    4.3 PRECISION FARMING SOFTWARE MARKET, BY APPLICATION 
           FIGURE 18 YIELD MONITORING APPLICATION TO HOLD LARGEST MARKET SHARE IN 2029
    4.4 PRECISION FARMING SOFTWARE MARKET, BY TECHNOLOGY 
           FIGURE 19 GUIDANCE TECHNOLOGY TO DOMINATE MARKET BETWEEN 2024 AND 2029
    4.5 PRECISION FARMING SOFTWARE MARKET, BY REGION 
           FIGURE 20 ASIA PACIFIC TO EXHIBIT HIGHEST CAGR IN PRECISION FARMING SOFTWARE MARKET DURING FORECAST PERIOD
5 MARKET OVERVIEW (Page No. - 58)
    5.1 INTRODUCTION 
    5.2 MARKET DYNAMICS 
           FIGURE 21 PRECISION FARMING SOFTWARE MARKET: DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES
           5.2.1 DRIVERS
                    5.2.1.1 Rapid advancements in AI and ML technologies
                    5.2.1.2 Increased adoption of IoT devices to collect real-time agricultural data
                    5.2.1.3 High emphasis on enhancing food security
                               FIGURE 22 IMPACT ANALYSIS: DRIVERS
           5.2.2 RESTRAINTS
                    5.2.2.1 High upfront costs of precision farming software
                    5.2.2.2 Requirement for high expertise to effectively operate farming software
                               FIGURE 23 IMPACT ANALYSIS: RESTRAINTS
           5.2.3 OPPORTUNITIES
                    5.2.3.1 Establishment of standardized agricultural data protocols
                    5.2.3.2 Development of supportive intellectual property frameworks
                    5.2.3.3 Use of AI-powered drones in farming
                    5.2.3.4 Adoption of digital technologies to promote sustainable farming
                               FIGURE 24 IMPACT ANALYSIS: OPPORTUNITIES
           5.2.4 CHALLENGES
                    5.2.4.1 Legal, ethical, and social issues related to agricultural data ownership, privacy, and security
                    5.2.4.2 Lack of standardization of agricultural technologies
                               FIGURE 25 IMPACT ANALYSIS: CHALLENGES
    5.3 SUPPLY CHAIN ANALYSIS 
             FIGURE 26 PRECISION FARMING SOFTWARE MARKET: SUPPLY CHAIN ANALYSIS
    5.4 ECOSYSTEM ANALYSIS 
             TABLE 4 ROLE OF KEY PLAYERS IN PRECISION FARMING SOFTWARE ECOSYSTEM
             FIGURE 27 KEY PLAYERS IN PRECISION FARMING SOFTWARE ECOSYSTEM
    5.5 INVESTMENT AND FUNDING SCENARIO 
             FIGURE 28 PRECISION FARMING SOFTWARE MARKET: INVESTMENT AND FUNDING SCENARIO
    5.6 TRENDS/DISRUPTIONS IMPACTING CUSTOMERS’ BUSINESSES 
             FIGURE 29 PRECISION FARMING SOFTWARE MARKET: TRENDS/DISRUPTIONS IMPACTING CUSTOMERS’ BUSINESSES
    5.7 TECHNOLOGY ANALYSIS 
           5.7.1 KEY TECHNOLOGY
                    5.7.1.1 Global positioning systems/Global navigation satellite systems
                    5.7.1.2 Data analytics & machine learning
           5.7.2 COMPLIMENTARY TECHNOLOGY
                    5.7.2.1 Artificial intelligence
           5.7.3 ADJACENT TECHNOLOGY
                    5.7.3.1 Internet of Things (IoT)
    5.8 CASE STUDY ANALYSIS 
           5.8.1 LOACKER DEPLOYS CROPIN’S SMART FARMING SOLUTIONS TO ENSURE SUSTAINABLE HAZELNUT PRODUCTION
           5.8.2 ACCENTURE COLLABORATES WITH PROAGRICA TO DEVELOP USER INTERFACES AND DATA SERVICE PLATFORMS FOR FARMERS
           5.8.3 CROPX TECHNOLOGIES LTD. AND REINKE MANUFACTURING CO., INC. DEVELOP WATER MANAGEMENT SOLUTIONS TO BOOST SUSTAINABLE FARMING
           5.8.4 AGCO CORPORATION DEVELOPS INNOVATIVE SOLUTIONS TO INTEGRATE FARM EQUIPMENT INTO SINGLE PLATFORM
    5.9 PORTER’S FIVE FORCE ANALYSIS 
           TABLE 5 PRECISION FARMING SOFTWARE MARKET: PORTER’S FIVE FORCES ANALYSIS
           FIGURE 30 PRECISION FARMING SOFTWARE MARKET: PORTER’S FIVE FORCES ANALYSIS
           5.9.1 INTENSITY OF COMPETITIVE RIVALRY
           5.9.2 THREAT OF SUBSTITUTES
           5.9.3 BARGAINING POWER OF BUYERS
           5.9.4 BARGAINING POWER OF SUPPLIERS
           5.9.5 THREAT OF NEW ENTRANTS
    5.1 TRADE ANALYSIS 
           5.10.1 IMPORT SCENARIO
                    FIGURE 31 IMPORT DATA FOR HS CODE 8433-COMPLIANT PRODUCTS, BY COUNTRY, 2018–2022 (USD MILLION)
                    TABLE 6 IMPORT DATA FOR HS CODE 8433-COMPLIANT PRODUCTS, BY COUNTRY, 2018–2022 (USD MILLION)
           5.10.2 EXPORT SCENARIO
                    FIGURE 32 EXPORT DATA FOR HS CODE 8433-COMPLIANT PRODUCTS, BY COUNTRY, 2018–2022 (USD MILLION)
                    TABLE 7 EXPORT DATA FOR HS CODE 8433-COMPLIANT PRODUCTS, BY COUNTRY, 2018–2022 (USD MILLION)
    5.11 PATENT ANALYSIS 
           TABLE 8 PRECISION FARMING SOFTWARE MARKET: LIST OF PATENTS, 2020–2023
           FIGURE 33 PRECISION FARMING SOFTWARE: PATENTS APPLIED AND GRANTED, 2014–2023
    5.12 KEY CONFERENCES AND EVENTS, 2024 
           TABLE 9 PRECISION FARMING SOFTWARE MARKET: LIST OF KEY CONFERENCES AND EVENTS, 2024
    5.13 REGULATORY LANDSCAPE AND STANDARDS 
           5.13.1 REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
                    TABLE 10 NORTH AMERICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
                    TABLE 11 EUROPE: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
                    TABLE 12 ASIA PACIFIC: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
                    TABLE 13 ROW: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
           5.13.2 STANDARDS
    5.14 KEY STAKEHOLDERS AND BUYING CRITERIA 
           5.14.1 KEY STAKEHOLDERS IN BUYING PROCESS
                    FIGURE 34 PRECISION FARMING SOFTWARE MARKET: INFLUENCE OF STAKEHOLDERS IN BUYING PROCESS FOR TOP THREE APPLICATIONS
                    TABLE 14 PRECISION FARMING SOFTWARE MARKET: INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS FOR TOP THREE APPLICATIONS
           5.14.2 BUYING CRITERIA
                    FIGURE 35 PRECISION FARMING SOFTWARE MARKET: KEY BUYING CRITERIA FOR TOP THREE APPLICATIONS
                    TABLE 15 PRECISION FARMING SOFTWARE MARKET: KEY BUYING CRITERIA FOR TOP THREE APPLICATIONS
    5.15 PRICING ANALYSIS 
           5.15.1 AVERAGE SELLING PRICE OF PRECISION FARMING SOFTWARE
             FIGURE 36 AVERAGE SELLING PRICE OF PRECISION FARMING SOFTWARE, 2020–2023
           5.15.2 AVERAGE SELLING PRICE OF PRECISION FARMING SOFTWARE OFFERED BY KEY PLAYERS
                    TABLE 16 AVERAGE SELLING PRICE OF PRECISION FARMING SOFTWARE OFFERED BY KEY PLAYERS, 2023
           5.15.3 AVERAGE SELLING PRICE OF PRECISION FARMING SOFTWARE FOR CLOUD-BASED DELIVERY MODEL, BY REGION
                    TABLE 17 AVERAGE SELLING PRICE OF PRECISION FARMING SOFTWARE FOR CLOUD-BASED DELIVERY MODEL, BY REGION, 2020–2023 (USD)
6 PRECISION FARMING SOFTWARE SERVICES (Page No. - 92)
    6.1 INTRODUCTION 
    6.2 SYSTEM INTEGRATION SERVICES 
    6.3 MANAGED SERVICES 
           6.3.1 FARM OPERATION SERVICES
           6.3.2 DATA SERVICES
           6.3.3 ANALYTICS SERVICES
    6.4 CONNECTIVITY SERVICES 
    6.5 ASSISTED PROFESSIONAL SERVICES 
           6.5.1 SUPPLY CHAIN MANAGEMENT SERVICES
           6.5.2 CLIMATE INFORMATION SERVICES
           6.5.3 OTHER ASSISTED PROFESSIONAL SERVICES
    6.6 MAINTENANCE, UPGRADATION & SUPPORT SERVICES 
7 PRECISION FARMING SOFTWARE MARKET, BY DELIVERY MODEL (Page No. - 98)
    7.1 INTRODUCTION 
           TABLE 18 PRECISION FARMING SOFTWARE MARKET, BY DELIVERY MODEL, 2020–2023 (USD MILLION)
           TABLE 19 PRECISION FARMING SOFTWARE MARKET, BY DELIVERY MODEL, 2024–2029 (USD MILLION)
           FIGURE 37 CLOUD-BASED DELIVERY MODEL TO RECORD HIGHEST CAGR IN PRECISION FARMING SOFTWARE MARKET DURING FORECAST PERIOD
    7.2 ON-PREMISES 
           7.2.1 ENFORCEMENT OF REGULATIONS TO ENSURE AGRICULTURAL DATA PRIVACY AND SECURITY TO BOOST SEGMENTAL GROWTH
                    TABLE 20 ON-PREMISES: PRECISION FARMING SOFTWARE MARKET, BY REGION, 2020–2023 (USD MILLION)
                    TABLE 21 ON-PREMISES: PRECISION FARMING SOFTWARE MARKET, BY REGION, 2024–2029 (USD MILLION)
                    TABLE 22 ON-PREMISES: PRECISION FARMING SOFTWARE MARKET IN AMERICAS, BY REGION, 2020–2023 (USD MILLION)
                    TABLE 23 ON-PREMISES: PRECISION FARMING SOFTWARE MARKET IN AMERICAS, BY REGION, 2024–2029 (USD MILLION)
    7.3 CLOUD-BASED 
           7.3.1 EASY ACCESSIBILITY AND SCALABILITY TO FUEL DEMAND FOR CLOUD-BASED PRECISION FARMING TECHNOLOGY
                    TABLE 24 CLOUD-BASED: PRECISION FARMING SOFTWARE MARKET, BY REGION, 2020–2023 (USD MILLION)
                    TABLE 25 CLOUD-BASED: PRECISION FARMING SOFTWARE MARKET, BY REGION, 2024–2029 (USD MILLION)
                    TABLE 26 CLOUD-BASED: PRECISION FARMING SOFTWARE MARKET IN AMERICAS, BY REGION, 2020–2023 (USD MILLION)
                    TABLE 27 CLOUD-BASED: PRECISION FARMING SOFTWARE MARKET IN AMERICAS, BY REGION, 2024–2029 (USD MILLION)
           7.3.2 SOFTWARE-AS-A-SERVICE
           7.3.3 PLATFORM-AS-A-SERVICE
8 PRECISION FARMING SOFTWARE MARKET, BY TECHNOLOGY (Page No. - 105)
    8.1 INTRODUCTION 
           TABLE 28 PRECISION FARMING SOFTWARE MARKET, BY TECHNOLOGY, 2020–2023 (USD MILLION)
           TABLE 29 PRECISION FARMING SOFTWARE MARKET, BY TECHNOLOGY, 2024–2029 (USD MILLION)
           FIGURE 38 GUIDANCE TECHNOLOGY TO DOMINATE PRECISION FARMING SOFTWARE MARKET BETWEEN 2024 AND 2029
    8.2 GUIDANCE TECHNOLOGY 
           TABLE 30 GUIDANCE TECHNOLOGY: PRECISION FARMING SOFTWARE MARKET, BY REGION, 2020–2023 (USD MILLION)
           TABLE 31 GUIDANCE TECHNOLOGY: PRECISION FARMING SOFTWARE MARKET, BY REGION, 2024–2029 (USD MILLION)
           TABLE 32 GUIDANCE TECHNOLOGY: PRECISION FARMING SOFTWARE MARKET, BY TYPE, 2020–2023 (USD MILLION)
           TABLE 33 GUIDANCE TECHNOLOGY: PRECISION FARMING SOFTWARE MARKET, BY TYPE, 2024–2029 (USD MILLION)
           8.2.1 GPS-/GNSS-BASED
                    8.2.1.1 Deployment of GPS-/GNSS-based guidance technology to customize agricultural fields to facilitate segmental growth
           8.2.2 GIS-BASED
                    8.2.2.1 Reliance on GIS technology to manage spatial data to contribute to segmental growth
    8.3 REMOTE SENSING & CONTROL SYSTEM TECHNOLOGY 
           TABLE 34 REMOTE SENSING & CONTROL SYSTEM TECHNOLOGY: PRECISION FARMING SOFTWARE MARKET, BY REGION, 2020–2023 (USD MILLION)
           TABLE 35 REMOTE SENSING & CONTROL SYSTEM TECHNOLOGY: PRECISION FARMING SOFTWARE MARKET, BY REGION, 2024–2029 (USD MILLION)
           TABLE 36 REMOTE SENSING & CONTROL SYSTEM TECHNOLOGY: PRECISION FARMING SOFTWARE MARKET, BY TYPE, 2020–2023 (USD MILLION)
           TABLE 37 REMOTE SENSING & CONTROL SYSTEM TECHNOLOGY: PRECISION FARMING SOFTWARE MARKET, BY TYPE, 2024–2029 (USD MILLION)
           8.3.1 HANDHELD/GROUND-BASED SENSORS
                    8.3.1.1 Implementation of handheld/ground-based sensors to collect real-time crop health data to accelerate segmental growth
           8.3.2 SATELLITE/AERIAL SENSORS
                    8.3.2.1 Adoption of satellite/aerial sensors to analyze field and crop conditions to foster segmental growth
    8.4 VARIABLE RATE TECHNOLOGY 
           TABLE 38 VARIABLE RATE TECHNOLOGY: PRECISION FARMING SOFTWARE MARKET, BY REGION, 2020–2023 (USD MILLION)
           TABLE 39 VARIABLE RATE TECHNOLOGY: PRECISION FARMING SOFTWARE MARKET, BY REGION, 2024–2029 (USD MILLION)
           TABLE 40 VARIABLE RATE TECHNOLOGY: PRECISION FARMING SOFTWARE MARKET, BY TYPE, 2020–2023 (USD MILLION)
           TABLE 41 VARIABLE RATE TECHNOLOGY: PRECISION FARMING SOFTWARE MARKET, BY TYPE, 2024–2029 (USD MILLION)
           8.4.1 MAP-BASED
                    8.4.1.1 Deployment of variable rate technology to generate detailed field maps and allocate resources to boost segmental growth
           8.4.2 SENSOR-BASED
                    8.4.2.1 Utilization of advanced sensors in precision farming to collect real-time data to propel market
9 PRECISION FARMING SOFTWARE MARKET, BY APPLICATION (Page No. - 118)
    9.1 INTRODUCTION 
           TABLE 42 PRECISION FARMING SOFTWARE MARKET, BY APPLICATION, 2020–2023 (USD MILLION)
           TABLE 43 PRECISION FARMING SOFTWARE MARKET, BY APPLICATION, 2024–2029 (USD MILLION)
           FIGURE 39 WEATHER TRACKING & FORECASTING APPLICATION TO RECORD HIGHEST CAGR FROM 2024 TO 2029
    9.2 YIELD MONITORING 
           TABLE 44 YIELD MONITORING BENEFITS
           TABLE 45 YIELD MONITORING: PRECISION FARMING SOFTWARE MARKET, BY REGION, 2020–2023 (USD MILLION)
           TABLE 46 YIELD MONITORING: PRECISION FARMING SOFTWARE MARKET, BY REGION, 2024–2029 (USD MILLION)
           TABLE 47 YIELD MONITORING: PRECISION FARMING SOFTWARE MARKET, BY TYPE, 2020–2023 (USD MILLION)
           TABLE 48 YIELD MONITORING: PRECISION FARMING SOFTWARE MARKET, BY TYPE, 2024–2029 (USD MILLION)
           9.2.1 ON-FARM
                    9.2.1.1 Adoption of on-farm yield monitoring systems to address yield inconsistencies caused by irrigation to fuel segmental growth
           9.2.2 OFF-FARM
                    9.2.2.1 Use of off-farm yield monitors to draw data from agricultural cooperatives to accelerate segmental growth
    9.3 CROP SCOUTING 
           9.3.1 REQUIREMENT FOR MITIGATING CROP DAMAGE AND ENHANCING YIELDS TO BOOST SEGMENTAL GROWTH
                    TABLE 49 CROP SCOUTING: PRECISION FARMING SOFTWARE MARKET, BY REGION, 2020–2023 (USD MILLION)
                    TABLE 50 CROP SCOUTING: PRECISION FARMING SOFTWARE MARKET, BY REGION, 2024–2029 (USD MILLION)
           9.3.2 PRE-SEEDING SCOUTING
           9.3.3 POST-SEEDING SCOUTING
           9.3.4 CROP MONITORING
    9.4 FIELD MAPPING 
           TABLE 51 FIELD MAPPING: PRECISION FARMING SOFTWARE MARKET, BY REGION, 2020–2023 (USD MILLION)
           TABLE 52 FIELD MAPPING: PRECISION FARMING SOFTWARE MARKET, BY REGION, 2024–2029 (USD MILLION)
           TABLE 53 FIELD MAPPING: PRECISION FARMING SOFTWARE MARKET, BY TYPE, 2020–2023 (USD MILLION)
           TABLE 54 FIELD MAPPING: PRECISION FARMING SOFTWARE MARKET, BY TYPE, 2024–2029 (USD MILLION)
           9.4.1 BOUNDARY MAPPING
                    9.4.1.1 Reliance on boundary mapping solutions to facilitate precise farm resource management to drive market
           9.4.2 DRAINAGE MAPPING
                    9.4.2.1 Adoption of precision farming software to optimize drainage infrastructure to augment segmental growth
    9.5 WEATHER TRACKING & FORECASTING 
           9.5.1 REQUIREMENT FOR REAL-TIME WEATHER DATA TO ENHANCE CROP MANAGEMENT TO PROPEL MARKET
                    TABLE 55 WEATHER TRACKING & FORECASTING: PRECISION FARMING SOFTWARE MARKET, BY REGION, 2020–2023 (USD MILLION)
                    TABLE 56 WEATHER TRACKING & FORECASTING: PRECISION FARMING SOFTWARE MARKET, BY REGION, 2024–2029 (USD MILLION)
    9.6 INVENTORY MANAGEMENT 
           9.6.1 IMPLEMENTATION OF INVENTORY MANAGEMENT SOFTWARE WITH TRACEABILITY FEATURES TO FOSTER SEGMENTAL GROWTH
                    TABLE 57 INVENTORY MANAGEMENT: PRECISION FARMING SOFTWARE MARKET, BY REGION, 2020–2023 (USD MILLION)
                    TABLE 58 INVENTORY MANAGEMENT: PRECISION FARMING SOFTWARE MARKET, BY REGION, 2024–2029 (USD MILLION)
    9.7 VARIABLE RATE APPLICATION 
           TABLE 59 VARIABLE RATE APPLICATION: PRECISION FARMING SOFTWARE MARKET, BY REGION, 2020–2023 (USD MILLION)
           TABLE 60 VARIABLE RATE APPLICATION: PRECISION FARMING SOFTWARE MARKET, BY REGION, 2024–2029 (USD MILLION)
           TABLE 61 VARIABLE RATE APPLICATION: PRECISION FARMING SOFTWARE MARKET, BY TYPE, 2020–2023 (USD MILLION)
           TABLE 62 VARIABLE RATE APPLICATION: PRECISION FARMING SOFTWARE MARKET, BY TYPE, 2024–2029 (USD MILLION)
           9.7.1 PRECISION IRRIGATION
                    9.7.1.1 Use of precision irrigation systems to reduce water wastage to contribute to segmental growth
           9.7.2 PRECISION FERTILIZATION
                    9.7.2.1 Adoption of precision fertilization systems to optimize nutrient usage and enhance plant growth to drive market
           9.7.3 PRECISION SEEDING
                    9.7.3.1 Reliance on precision seeding systems to minimize seed wastage to facilitate segmental growth
           9.7.4 OTHER VARIABLE RATE APPLICATIONS
    9.8 FARM LABOR MANAGEMENT 
           9.8.1 NEED FOR EFFECTIVE FARM LABOR MANAGEMENT TO ENHANCE OPERATIONAL EFFICIENCY TO DRIVE MARKET
                    TABLE 63 FARM LABOR MANAGEMENT: PRECISION FARMING SOFTWARE MARKET, BY REGION, 2020–2023 (USD MILLION)
                    TABLE 64 FARM LABOR MANAGEMENT: PRECISION FARMING SOFTWARE MARKET, BY REGION, 2024–2029 (USD MILLION)
    9.9 FINANCIAL MANAGEMENT 
           9.9.1 USE OF FINANCIAL MANAGEMENT SOLUTIONS TO MANAGE EXPENSES AND IMPROVE BUSINESS OPERATIONS TO PROPEL MARKET
                    TABLE 65 FINANCIAL MANAGEMENT: PRECISION FARMING SOFTWARE MARKET, BY REGION, 2020–2023 (USD MILLION)
                    TABLE 66 FINANCIAL MANAGEMENT: PRECISION FARMING SOFTWARE MARKET, BY REGION, 2024–2029 (USD MILLION)
    9.10 OTHER APPLICATIONS 
           TABLE 67 OTHER APPLICATIONS: PRECISION FARMING SOFTWARE MARKET, BY REGION, 2020–2023 (USD MILLION)
           TABLE 68 OTHER APPLICATIONS: PRECISION FARMING SOFTWARE MARKET, BY REGION, 2024–2029 (USD MILLION)
10 PRECISION FARMING SOFTWARE MARKET, BY REGION (Page No. - 139)
     10.1 INTRODUCTION 
             TABLE 69 PRECISION FARMING SOFTWARE MARKET, BY REGION, 2020–2023 (USD MILLION)
             TABLE 70 PRECISION FARMING SOFTWARE MARKET, BY REGION, 2024–2029 (USD MILLION)
             FIGURE 40 ASIA PACIFIC TO EXHIBIT HIGHEST CAGR IN PRECISION FARMING SOFTWARE MARKET BETWEEN 2024 AND 2029
     10.2 AMERICAS 
             10.2.1 RECESSION IMPACT ON PRECISION FARMING SOFTWARE MARKET IN AMERICAS
                        FIGURE 41 AMERICAS: PRECISION FARMING SOFTWARE MARKET SNAPSHOT
                        TABLE 71 AMERICAS: PRECISION FARMING SOFTWARE MARKET, BY REGION, 2020–2023 (USD MILLION)
                        TABLE 72 AMERICAS: PRECISION FARMING SOFTWARE MARKET, BY REGION, 2024–2029 (USD MILLION)
                        TABLE 73 AMERICAS: PRECISION FARMING SOFTWARE MARKET, BY DELIVERY MODEL, 2020–2023 (USD MILLION)
                        TABLE 74 AMERICAS: PRECISION FARMING SOFTWARE MARKET, BY DELIVERY MODEL, 2024–2029 (USD MILLION)
                        TABLE 75 AMERICAS: PRECISION FARMING SOFTWARE MARKET, BY APPLICATION, 2020–2023 (USD MILLION)
                        TABLE 76 AMERICAS: PRECISION FARMING SOFTWARE MARKET, BY APPLICATION, 2024–2029 (USD MILLION)
                        TABLE 77 AMERICAS: PRECISION FARMING SOFTWARE MARKET, BY TECHNOLOGY, 2020–2023 (USD MILLION)
                        TABLE 78 AMERICAS: PRECISION FARMING SOFTWARE MARKET, BY TECHNOLOGY, 2024–2029 (USD MILLION)
             10.2.2 NORTH AMERICA
                        TABLE 79 NORTH AMERICA: PRECISION FARMING SOFTWARE MARKET, BY COUNTRY, 2020–2023 (USD MILLION)
                        TABLE 80 NORTH AMERICA: PRECISION FARMING SOFTWARE MARKET, BY COUNTRY, 2024–2029 (USD MILLION)
                        TABLE 81 NORTH AMERICA: PRECISION FARMING SOFTWARE MARKET, BY DELIVERY MODEL, 2020–2023 (USD MILLION)
                        TABLE 82 NORTH AMERICA: PRECISION FARMING SOFTWARE MARKET, BY DELIVERY MODEL, 2024–2029 (USD MILLION)
                        10.2.2.1 US
                                     10.2.2.1.1 Rising investment in harvesting robots to facilitate market growth
                        10.2.2.2 Canada
                                     10.2.2.2.1 Increasing use of agricultural drones to contribute to market growth
                        10.2.2.3 Mexico
                                     10.2.2.3.1 Growing emphasis on promoting sustainable farming practices to accelerate market growth
             10.2.3 SOUTH AMERICA
                        TABLE 83 SOUTH AMERICA: PRECISION FARMING SOFTWARE MARKET, BY COUNTRY, 2020–2023 (USD MILLION)
                        TABLE 84 SOUTH AMERICA: PRECISION FARMING SOFTWARE MARKET, BY COUNTRY, 2024–2029 (USD MILLION)
                        TABLE 85 SOUTH AMERICA: PRECISION FARMING SOFTWARE MARKET, BY DELIVERY MODEL, 2020–2023 (USD MILLION)
                        TABLE 86 SOUTH AMERICA: PRECISION FARMING SOFTWARE MARKET, BY DELIVERY MODEL, 2024–2029 (USD MILLION)
                        10.2.3.1 Brazil
                                     10.2.3.1.1 Increasing adoption of autonomous harvesting technology by commercial farmers to augment market growth
                        10.2.3.2 Argentina
                                     10.2.3.2.1 Rising focus on advancing precision agriculture technologies to increase crop productivity to propel market
                        10.2.3.3 Rest of South America
     10.3 EUROPE 
             10.3.1 RECESSION IMPACT ON PRECISION FARMING SOFTWARE MARKET IN EUROPE
                        FIGURE 42 EUROPE: PRECISION FARMING SOFTWARE MARKET SNAPSHOT
                        TABLE 87 EUROPE: PRECISION FARMING SOFTWARE MARKET, BY COUNTRY, 2020–2023 (USD MILLION)
                        TABLE 88 EUROPE: PRECISION FARMING SOFTWARE MARKET, BY COUNTRY, 2024–2029 (USD MILLION)
                        TABLE 89 EUROPE: PRECISION FARMING SOFTWARE MARKET, BY DELIVERY MODEL, 2020–2023 (USD MILLION)
                        TABLE 90 EUROPE: PRECISION FARMING SOFTWARE MARKET, BY DELIVERY MODEL, 2024–2029 (USD MILLION)
                        TABLE 91 EUROPE: PRECISION FARMING SOFTWARE MARKET, BY APPLICATION, 2020–2023 (USD MILLION)
                        TABLE 92 EUROPE: PRECISION FARMING SOFTWARE MARKET, BY APPLICATION, 2024–2029 (USD MILLION)
                        TABLE 93 EUROPE: PRECISION FARMING SOFTWARE MARKET, BY TECHNOLOGY, 2020–2023 (USD MILLION)
                        TABLE 94 EUROPE: PRECISION FARMING SOFTWARE MARKET, BY TECHNOLOGY, 2024–2029 (USD MILLION)
             10.3.2 UK
                        10.3.2.1 Increasing development of autonomous farming vehicles to facilitate market growth
             10.3.3 GERMANY
                        10.3.3.1 Rising foreign investment in agriculture industry to contribute to market growth
             10.3.4 FRANCE
                        10.3.4.1 Growing allocation of funds to ensure food security to fuel market growth
             10.3.5 ITALY
                        10.3.5.1 Rapid advancements in irrigation sensors and other farming technologies to augment market growth
             10.3.6 NETHERLANDS
                        10.3.6.1 Increasing development of harvesting robots to offer lucrative opportunities for precision farming software developers
             10.3.7 REST OF EUROPE
     10.4 ASIA PACIFIC 
             10.4.1 RECESSION IMPACT ON PRECISION FARMING SOFTWARE MARKET IN ASIA PACIFIC
                        FIGURE 43 ASIA PACIFIC: PRECISION FARMING SOFTWARE MARKET SNAPSHOT
                        TABLE 95 ASIA PACIFIC: PRECISION FARMING SOFTWARE MARKET, BY COUNTRY, 2020–2023 (USD MILLION)
                        TABLE 96 ASIA PACIFIC: PRECISION FARMING SOFTWARE MARKET, BY COUNTRY, 2024–2029 (USD MILLION)
                        TABLE 97 ASIA PACIFIC: PRECISION FARMING SOFTWARE MARKET, BY DELIVERY MODEL, 2020–2023 (USD MILLION)
                        TABLE 98 ASIA PACIFIC: PRECISION FARMING SOFTWARE MARKET, BY DELIVERY MODEL, 2024–2029 (USD MILLION)
                        TABLE 99 ASIA PACIFIC: PRECISION FARMING SOFTWARE MARKET, BY APPLICATION, 2020–2023 (USD MILLION)
                        TABLE 100 ASIA PACIFIC: PRECISION FARMING SOFTWARE MARKET, BY APPLICATION, 2024–2029 (USD MILLION)
                        TABLE 101 ASIA PACIFIC: PRECISION FARMING SOFTWARE MARKET, BY TECHNOLOGY, 2020–2023 (USD MILLION)
                        TABLE 102 ASIA PACIFIC: PRECISION FARMING SOFTWARE MARKET, BY TECHNOLOGY, 2024–2029 (USD MILLION)
             10.4.2 CHINA
                        10.4.2.1 Government-led investments in AI farming technology to drive market
             10.4.3 JAPAN
                        10.4.3.1 Advancements in soil sensors and nutrient mapping systems to foster market growth
             10.4.4 AUSTRALIA
                        10.4.4.1 Emphasis on enhancing profitability and sustainability of farming solutions to accelerate market growth
             10.4.5 INDIA
                        10.4.5.1 Adoption of autonomous vehicles to perform agricultural tasks to fuel market growth
             10.4.6 SOUTH KOREA
                        10.4.6.1 Establishment of smart farming villages to drive market
             10.4.7 REST OF ASIA PACIFIC
     10.5 ROW 
             10.5.1 RECESSION IMPACT ON PRECISION FARMING SOFTWARE MARKET IN ROW
                        TABLE 103 ROW: PRECISION FARMING SOFTWARE MARKET, BY COUNTRY/REGION, 2020–2023 (USD MILLION)
                        TABLE 104 ROW: PRECISION FARMING SOFTWARE MARKET, BY COUNTRY/REGION, 2024–2029 (USD MILLION)
                        TABLE 105 ROW: PRECISION FARMING SOFTWARE MARKET, BY DELIVERY MODEL, 2020–2023 (USD MILLION)
                        TABLE 106 ROW: PRECISION FARMING SOFTWARE MARKET, BY DELIVERY MODEL, 2024–2029 (USD MILLION)
                        TABLE 107 ROW: PRECISION FARMING SOFTWARE MARKET, BY APPLICATION, 2020–2023 (USD MILLION)
                        TABLE 108 ROW: PRECISION FARMING SOFTWARE MARKET, BY APPLICATION, 2024–2029 (USD MILLION)
                        TABLE 109 ROW: PRECISION FARMING SOFTWARE MARKET, BY TECHNOLOGY, 2020–2023 (USD MILLION)
                        TABLE 110 ROW: PRECISION FARMING SOFTWARE MARKET, BY TECHNOLOGY, 2024–2029 (USD MILLION)
             10.5.2 MIDDLE EAST & AFRICA
                        TABLE 111 MIDDLE EAST & AFRICA: PRECISION FARMING SOFTWARE MARKET, BY COUNTRY/REGION, 2020–2023 (USD MILLION)
                        TABLE 112 MIDDLE EAST & AFRICA: PRECISION FARMING SOFTWARE MARKET, BY COUNTRY/REGION, 2024–2029 (USD MILLION)
                        10.5.2.1 GCC countries
                                     10.5.2.1.1 Deployment of advanced agricultural technologies to drive market
                        10.5.2.2 Rest of Middle East & Africa
             10.5.3 RUSSIA
                        10.5.3.1 Increasing development of crop production software to accelerate market growth
11 COMPETITIVE LANDSCAPE (Page No. - 172)
     11.1 OVERVIEW 
     11.2 STRATEGIES ADOPTED BY KEY PLAYERS, 2020–2023 
             TABLE 113 PRECISION FARMING SOFTWARE MARKET: STRATEGIES ADOPTED BY KEY PLAYERS, 2020–2023
             11.2.1 PRODUCT PORTFOLIO EXPANSION
             11.2.2 REGIONAL FOOTPRINT EXPANSION
             11.2.3 MANUFACTURING FOOTPRINT EXPANSION
             11.2.4 ORGANIC/INORGANIC GROWTH STRATEGIES
     11.3 MARKET SHARE ANALYSIS, 2023 
             FIGURE 44 PRECISION FARMING SOFTWARE MARKET SHARE ANALYSIS, 2023
             TABLE 114 PRECISION FARMING SOFTWARE MARKET: DEGREE OF COMPETITION, 2023
     11.4 REVENUE ANALYSIS OF FIVE KEY COMPANIES, 2019–2023 
             FIGURE 45 PRECISION FARMING SOFTWARE MARKET: REVENUE ANALYSIS OF FIVE KEY PLAYERS, 2019–2023
     11.5 COMPANY VALUATION AND FINANCIAL METRICS 
             FIGURE 46 PRECISION FARMING SOFTWARE MARKET: ENTERPRISE VALUATION
             FIGURE 47 PRECISION FARMING SOFTWARE MARKET: FINANCIAL METRICS
     11.6 BRAND/PRODUCT COMPARISON 
             FIGURE 48 PRECISION FARMING SOFTWARE: BRAND/PRODUCT COMPARISON
     11.7 COMPANY EVALUATION MATRIX: KEY PLAYERS, 2023 
             11.7.1 STARS
             11.7.2 EMERGING LEADERS
             11.7.3 PERVASIVE PLAYERS
             11.7.4 PARTICIPANTS
                         FIGURE 49 PRECISION FARMING SOFTWARE: COMPANY EVALUATION MATRIX: KEY PLAYERS, 2023
             11.7.5 COMPANY FOOTPRINT: KEY PLAYERS, 2023
                        11.7.5.1 Overall footprint
                                     FIGURE 50 PRECISION FARMING SOFTWARE MARKET: OVERALL FOOTPRINT
                        11.7.5.2 Technology footprint
                                     TABLE 115 PRECISION FARMING SOFTWARE MARKET: TECHNOLOGY FOOTPRINT
                        11.7.5.3 Application footprint
                                     TABLE 116 PRECISION FARMING SOFTWARE MARKET: APPLICATION FOOTPRINT
                        11.7.5.4 Region footprint
                                     TABLE 117 PRECISION FARMING SOFTWARE MARKET: REGION FOOTPRINT
     11.8 COMPANY EVALUATION MATRIX: START-UPS/SMES, 2023 
             11.8.1 PROGRESSIVE COMPANIES
             11.8.2 RESPONSIVE COMPANIES
             11.8.3 DYNAMIC COMPANIES
             11.8.4 STARTING BLOCKS
                        FIGURE 51 PRECISION FARMING SOFTWARE MARKET: COMPANY EVALUATION MATRIX: START-UPS/SMES, 2023
             11.8.5 COMPETITIVE BENCHMARKING: START-UPS/SMES, 2023
                        11.8.5.1 List of key start-ups/SMEs
                                     TABLE 118 PRECISION FARMING SOFTWARE MARKET: LIST OF KEY START-UPS/SMES
                        11.8.5.2 Competitive benchmarking of key start-ups/SMEs
                                     TABLE 119 PRECISION FARMING SOFTWARE MARKET: COMPETITIVE BENCHMARKING OF KEY START-UPS/SMES
     11.9 COMPETITIVE SCENARIOS AND TRENDS 
             11.9.1 PRODUCT LAUNCHES
                        TABLE 120 PRECISION FARMING SOFTWARE MARKET: PRODUCT LAUNCHES, JANUARY 2020–DECEMBER 2023
             11.9.2 DEALS
                        TABLE 121 PRECISION FARMING SOFTWARE MARKET: DEALS, JANUARY 2020–DECEMBER 2023
12 COMPANY PROFILES (Page No. - 202)
(Business Overview, Products/Solutions/Services Offered, Recent Developments, and MnM View (Key strengths/Right to Win, Strategic Choices Made, and Weaknesses and Competitive Threats))*  
     12.1 KEY PLAYERS 
             12.1.1 DEERE & COMPANY
                        TABLE 122 DEERE & COMPANY: COMPANY OVERVIEW
                        FIGURE 52 DEERE & COMPANY: COMPANY SNAPSHOT
                        TABLE 123 DEERE & COMPANY: PRODUCTS/SOLUTIONS/SERVICES OFFERED
                        TABLE 124 DEERE & COMPANY: PRODUCT/SERVICE LAUNCHES/DEVELOPMENTS
                        TABLE 125 DEERE & COMPANY: DEALS
             12.1.2 TRIMBLE INC.
                        TABLE 126 TRIMBLE INC.: COMPANY OVERVIEW
                        FIGURE 53 TRIMBLE INC.: COMPANY SNAPSHOT
                        TABLE 127 TRIMBLE INC.: PRODUCTS/SOLUTIONS/SERVICES OFFERED
                        TABLE 128 TRIMBLE INC.: PRODUCT/SERVICE LAUNCHES/DEVELOPMENTS
                        TABLE 129 TRIMBLE INC.: DEALS
             12.1.3 AGCO CORPORATION
                        TABLE 130 AGCO CORPORATION: COMPANY OVERVIEW
                        FIGURE 54 AGCO CORPORATION: COMPANY SNAPSHOT
                        TABLE 131 AGCO CORPORATION: PRODUCTS/SOLUTIONS/SERVICES OFFERED
                        TABLE 132 AGCO CORPORATION: PRODUCT/SERVICE LAUNCHES/DEVELOPMENTS
                        TABLE 133 AGCO CORPORATION: DEALS
                        TABLE 134 AGCO CORPORATION: OTHERS
             12.1.4 RAVEN INDUSTRIES, INC.
                        TABLE 135 RAVEN INDUSTRIES, INC.: COMPANY OVERVIEW
                        FIGURE 55 RAVEN INDUSTRIES, INC.: COMPANY SNAPSHOT
                        TABLE 136 RAVEN INDUSTRIES, INC.: PRODUCTS/SOLUTIONS/SERVICES OFFERED
                        TABLE 137 RAVEN INDUSTRIES, INC.: PRODUCT/SERVICE LAUNCHES/DEVELOPMENTS
                        TABLE 138 RAVEN INDUSTRIES, INC.: DEALS
                        TABLE 139 RAVEN INDUSTRIES, INC.: EXPANSIONS
             12.1.5 AGJUNCTION LLC
                        TABLE 140 AGJUNCTION LLC: COMPANY OVERVIEW
                        TABLE 141 AGJUNCTION LLC: PRODUCTS/SOLUTIONS/SERVICES OFFERED
                        TABLE 142 AGJUNCTION LLC: PRODUCT/SERVICE LAUNCHES/DEVELOPMENTS
                        TABLE 143 AGJUNCTION LLC: DEALS
             12.1.6 AG LEADER TECHNOLOGY
                        TABLE 144 AG LEADER TECHNOLOGY: COMPANY OVERVIEW
                        TABLE 145 AG LEADER TECHNOLOGY: PRODUCTS/SOLUTIONS/SERVICES OFFERED
                        TABLE 146 AG LEADER TECHNOLOGY: PRODUCT/SERVICE LAUNCHES/DEVELOPMENTS
             12.1.7 AGEAGLE AERIAL SYSTEMS INC
                        TABLE 147 AGEAGLE AERIAL SYSTEMS INC: COMPANY OVERVIEW
                        FIGURE 56 AGEAGLE AERIAL SYSTEMS INC: COMPANY OVERVIEW
                        12.1.7.2 Products/Solutions/Services offered
                        TABLE 148 AGEAGLE AERIAL SYSTEMS INC: PRODUCTS/SOLUTIONS/SERVICES OFFERED
                        12.1.7.3 Recent developments
                                     12.1.7.3.1 Product/Service launches/developments
                                                    TABLE 149 AGEAGLE AERIAL SYSTEMS INC: PRODUCT/SERVICE LAUNCHES/DEVELOPMENTS
                                     12.1.7.3.2 Deals
                                                    TABLE 150 AGEAGLE AERIAL SYSTEMS INC: DEALS
             12.1.8 TOPCON CORPORATION
                        TABLE 151 TOPCON CORPORATION: COMPANY OVERVIEW
                        FIGURE 57 TOPCON CORPORATION: COMPANY OVERVIEW
                        TABLE 152 TOPCON CORPORATION: PRODUCTS/SOLUTIONS/SERVICES OFFERED
                        TABLE 153 TOPCON CORPORATION: PRODUCT/SERVICE LAUNCHES/DEVELOPMENTS
                        TABLE 154 TOPCON CORPORATION: DEALS
                        TABLE 155 TOPCON CORPORATION: OTHERS
             12.1.9 CLIMATE LLC
                        TABLE 156 CLIMATE LLC: COMPANY OVERVIEW
                        TABLE 157 CLIMATE LLC: PRODUCTS/SOLUTIONS/SERVICES OFFERED
                        TABLE 158 CLIMATE LLC: PRODUCT/SERVICE LAUNCHES/DEVELOPMENTS
                        TABLE 159 CLIMATE LLC: DEALS
             12.1.10 TEEJET TECHNOLOGIES
                        TABLE 160 TEEJET TECHNOLOGIES: COMPANY OVERVIEW
                        TABLE 161 TEEJET TECHNOLOGIES: PRODUCTS/SOLUTIONS/SERVICES OFFERED
     12.2 OTHER PLAYERS 
             12.2.1 HEXAGON AB
             12.2.2 ABACO S.P.A.
             12.2.3 PRECISIONHAWK
             12.2.4 EC2CE
             12.2.5 DESCARTES LABS INC.
             12.2.6 CROPX INC.
             12.2.7 FARMERS EDGE INC.
             12.2.8 GROWNETICS
             12.2.9 CROPIN TECHNOLOGY SOLUTIONS PRIVATE LIMITED
             12.2.10 GAMAYA
             12.2.11 FIELDBEE
             12.2.12 AVMAP S.R.L.
             12.2.13 DICKEY-JOHN
             12.2.14 TELUS
             12.2.15 MÜLLER-ELEKTRONIK GMBH
*Details on Business Overview, Products/Solutions/Services Offered, Recent Developments, and MnM View (Key strengths/Right to Win, Strategic Choices Made, and Weaknesses and Competitive Threats) might not be captured in case of unlisted companies.  
13 APPENDIX (Page No. - 268)
     13.1 INSIGHTS FROM INDUSTRY EXPERTS 
     13.2 DISCUSSION GUIDE 
     13.3 KNOWLEDGESTORE: MARKETSANDMARKETS’ SUBSCRIPTION PORTAL 
     13.4 CUSTOMIZATION OPTIONS 
     13.5 RELATED REPORTS 
     13.6 AUTHOR DETAILS