Precision Farming Software Market

Precision Farming Software Market by Delivery Model (On-premises, Cloud-based), Application (Yield Monitoring, Field Mapping, Variable Rate Application, Weather Tracking & Forecasting), Service, Technology and Region - Global Forecast to 2029

Report Code: SE 3343 Mar, 2024, by marketsandmarkets.com

[275 Pages Report] The Precision Farming Software Market is projected to reach from USD 1.7 billion in 2024 to USD 3.1 billion by 2029; it is expected to grow at a CAGR of 12.5% from 2024 to 2029. The widespread adoption of precision farming software can indeed be attributed to a multitude of factors that collectively enhance farm management practices and agricultural sustainability. One of the key factor is the efficiency and productivity afforded by these software solutions, which streamline tasks such as data collection, analysis, and decision-making.

Precision Farming Software Market

Precision Farming Software Market

Precision Farming Software Market Forecast to 2029

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Precision Farming Software Market Dynamics

Driver: Growing focus on enhancing food security and agricultural productivity

Precision farming software has increasingly emphasized enhancing food security and agricultural productivity. By harnessing technologies like GPS, IoT sensors, drones, and machine learning algorithms, these tools empower farmers to optimize resource usage, such as water, fertilizers, and pesticides, leading to more efficient and sustainable farming methods. These technologies enable farmers to monitor crop health in real time, pinpoint areas for improvement, and make data-informed decisions to maximize yields while minimizing inputs. Moreover, precision farming software offers valuable insights into weather patterns, soil conditions, and crop performance, aiding farmers in risk mitigation and adaptation to environmental changes. Precision farming software significantly contributes to food security by enhancing productivity and reducing waste, which is crucial given the continuous growth of the global population. Additionally, by promoting sustainable farming practices, these technologies play a key role in preserving the environment and ensuring the long-term sustainability of agriculture.

Restraint: Requires specialized expertise to navigate effectively

The complexity and integration challenges in precision farming software arise from the need to effectively manage multiple technologies and data streams. This complexity can be daunting for farmers and agricultural professionals, requiring specialized expertise to navigate effectively. Precision farming involves the use of advanced technologies such as IoT sensors, drones, GPS, and machine learning algorithms to collect and analyze data on soil, plants, and environmental conditions. This data is then used to make informed decisions about crop management, irrigation, and fertilizer use. The integration of these technologies and data streams can be complex, as they must be seamlessly connected and managed to provide actionable insights. This requires a deep understanding of the technologies, data analytics, and agricultural practices.

Opportunity: Initiatives to manage greater amount of data and enhance data analysis

Developing standards and data sharing initiatives is crucial for managing the increasing volume of data and enhancing analysis within precision farming software. Collaboration among industry stakeholders, researchers, and policymakers is important for establishing standardized data formats, protocols, and metadata schemas tailored for agricultural data. This effort guarantees compatibility and interoperability across various software platforms and data sources, facilitating smooth data exchange and integration. Furthermore, the development of data governance frameworks addresses concerns related to privacy, security, and data ownership, ensuring adherence to regulations and ethical principles. Centralized data sharing platforms enable farmers to securely upload, store, and exchange agricultural data with trusted partners, while interoperability solutions facilitate seamless integration and communication among diverse data sources and software applications.

Challenge: Legal, ethical and social barriers related to data ownership, privacy and security

Precision farming generates vast amounts of sensitive data, including crop yields, soil health, and farming practices. Protecting this data from unauthorized access, use, or disclosure is crucial to maintain farmers' privacy and prevent potential misuse by third parties. Implementing robust data privacy measures, such as encryption, access controls, and data anonymization, is essential to safeguard sensitive information. Ethical issues arise concerning the collection, use, and sharing of agricultural data. Farmers may have concerns about how their data is used and whether it benefits them or primarily serves commercial interests. Ethical considerations also include ensuring equitable access to technology and data, avoiding data exploitation, and respecting farmers' autonomy and decision-making rights.

Precision Farming Software Market Ecosystem

The prominent players in the precision farming software market are Deere & Company (US), Trimble Inc. (US), AGCO Corporation (US), Raven Industries, Inc. (US), AgEagle Aerial Systems Inc (US). These companies have been operating in the market for several years and possess a diversified product portfolio, state-of-the-art technologies, and strong global sales and marketing networks.

Precision Farming Software Market by Ecosystem

On-premises delivery model to account for the largest share of the precision farming software market in 2023

The on-premises delivery model maintains a significant market share in precision farming software due to its ability to provide farmers with a heightened sense of data security and control. By keeping all software and data within their own infrastructure, farmers can ensure compliance with data privacy regulations and maintain full control over their information. This aspect is particularly appealing to farmers who prioritize data security and are cautious about sharing sensitive agricultural data with external parties. Additionally, in remote or rural areas where internet connectivity may be limited or unreliable, on-premises solutions offer uninterrupted access to software and data. This addresses concerns about downtime and ensures that farmers can continue to effectively manage their operations regardless of their location or connectivity challenges. As a result, the on-premises delivery model remains a preferred choice for many farmers seeking to maximize data security and maintain operational reliability in their precision farming practices.

Guidance technology to dominate precision farming software market during the forecast period

The precision and accuracy of guidance technology ensure precise positioning and alignment of agricultural machinery, resulting in improved crop establishment, more effective weed control, and ultimately higher yields.  This accuracy enables farmers to achieve uniform planting, targeted application of inputs, and efficient weed management, leading to healthier crops and increased productivity.

Yield monitoring to register the highest share precision farming software market in 2023

Yield monitoring applications dominate the market in precision farming software owing to their diverse advantages and profound influence on farm profitability. These applications serve as invaluable tools, offering insights into crop performance and areas ripe for enhancement. By furnishing farmers with such critical data, they enable informed decision-making regarding input management, crop selection, and harvesting practices, culminating in the maximization of returns on investment. Additionally, by facilitating performance evaluation and providing valuable benchmarks, yield monitoring applications enable farmers to gauge the effectiveness of different strategies and make adjustments accordingly. This adaptability and responsiveness further contribute to their widespread adoption among farmers seeking to optimize their operations and drive long-term success in agriculture.

The Asia Pacific region is projected to grow at the highest CAGR during the forecast period.

The Asia Pacific region is witnessing a notable surge in technological adoption across diverse sectors, agriculture being no exception. This surge is largely facilitated by the growing accessibility and affordability of advanced solutions. As a result, farmers are increasingly inclined to embrace precision farming practices and make investments in cutting-edge software to enhance the efficiency and effectiveness of their operations. Moreover, governments throughout the Asia Pacific region are actively advocating for the adoption of precision farming. They do so by implementing supportive policies, offering subsidies, and launching various initiatives aimed at incentivizing farmers to integrate precision farming practices into their operations. These governmental efforts play a crucial role in driving the adoption of precision farming software, encouraging farmers to leverage technology to optimize resource utilization, improve productivity, and foster sustainable agricultural practices.

Precision Farming Software Market
 by Region

Precision Farming Software Market by Region

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Key Market Players

The major players in the precision farming software companies include Deere & Company (US), Trimble Inc. (US), AGCO Corporation (US), Raven Industries, Inc. (US), AgEagle Aerial Systems Inc (US), AgJunction LLC (US), Ag Leader Technology (US),  TOPCON CORPORATION (Japan), Climate LLC (US), TeeJet Technologies (US). These companies have used organic and inorganic growth strategies, such as product launches, acquisitions, and partnerships to strengthen their position in the market.

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Scope of the Report

Report Metric

Details

Market Size Availability for Years

2020–2029

Base Year

2023

Forecast Period

2024–2029

Forecast Units

Value (USD)

Segments Covered

By Delivery Model, By Service, By Technology, By Application

Geographies Covered

Americas, Europe, Asia Pacific, and RoW

Companies Covered

Deere & Company (US), Trimble Inc. (US), AGCO Corporation (US), Raven Industries, Inc. (US), AgEagle Aerial Systems Inc (US), AgJunction LLC (US),  Ag Leader Technology (US),  TOPCON CORPORATION (Japan), Climate LLC (US), TeeJet Technologies (US), Hexagon AB (Brazil), ABACO S.p.A. (Italy), PrecisionHawk (US), ec2ce (Spain), Descartes Labs, Inc. (US), CropX Inc. (Israel), Farmers Edge Inc. (Canada), Grownetics (US), CropIn Technology Solutions Private Limited (India), Gamaya (Switzerland), FieldBee (Netherlands), AvMap s.r.l (Italy), DICKEY-john (US), TELUS (Canada), and Müller-Elektronik GmbH (Germany)

Precision Farming Software Market Highlights

This research report categorizes the Precision Farming Software Market based on delivery model, service, technology, application and region.

Segment

Subsegment

By Delivery Model

  • Introduction
  • On-Premises
  • Cloud-Based
    • Software-as-a-Service
    • Platform as a service

By Technology

  • Introduction
  • Guidance System Technologies
  • Remote Sensing and Control System
  • Variable Rate Technology

By Service

    • Introduction
    • System Integration
    • Managed Services
      • Farm Operation Service
      • Data Service
      • Analytics Services
    • Assisted Professional Services
      • Supply Chain Management Service
      • Climate Information Service
      • Others
    • Connectivity Services
    • Maintenance, Upgradation, and Support Service

By Application

  • Introduction
  • Yield Monitoring
  • Field Mapping
  • Crop Scouting
  • Weather Tracking and Forecasting
  • Inventory Management
  • Irrigation Management
  • Farm Labor Management
  • Financial Management
  • Other Applications

By Region

  • Introduction
  • Americas
    • Impact of Recession
    • North America
      • US
      • Canada
      • Mexico
    • South America
      • Brazil
      • Argentina
      • Rest of South America
  • Europe
    • Impact of Recession
    • Germany
    • France
    • UK
    • Italy
    • Netherlands
    • Rest of the Europe
  • Asia Pacific
    • Impact of Recession
    • Australia
    • Japan
    • China
    • South Korea
    • India
    • Rest of Asia Pacific
  • ROW
    • Impact of Recession
    • Middle East & Africa
      • GCC
      • Rest of MEA
    • Russia

Recent Developments

  • In January 2023, John Deere released Operations Center PRO, an all-new level of the John Deere Operations Center built specifically for ag service providers requiring specialized fleet and logistics management capabilities beyond what is currently provided with Operations Center.
  • In September 2023, Trimble Inc. has disclosed a definitive agreement to establish a joint venture with AGCO, aiming to enhance support for farmers in the mixed fleet precision agriculture market through factory-fitted and aftermarket applications. Together, Trimble and AGCO share the vision of creating a global leader in smart farming and autonomy solutions for mixed fleets.
  • In January 2024, AGCO Corporation introduced FarmerCore, a groundbreaking worldwide initiative aimed at revolutionizing the farmer and dealer experience. This unveiling of an innovative end-to-end distribution approach marks a pivotal moment in AGCO's ongoing Farmer-First strategy, reaffirming its dedication to empowering farmers worldwide to achieve greater profitability, productivity, and sustainability.
  • In March 2023, CNH Industrial N.V., the parent company of Raven Industries, Inc. revealed its plans for strategic integration. This integration aims to amplify the company's array of automated technologies by incorporating Augmenta's Sense & Act capabilities into various variable-rate crop spraying applications. With this development, Raven Industries, Inc. takes a significant step forward in enhancing its comprehensive suite of automated solutions.
  • In January 2024, AgEagle Aerial Systems Inc. recently participated in the UMEX 2024 Unmanned System Exhibition and Conference alongside FEDS Drone-powered Solutions. FEDS is a leading distributor of AgEagle's high-performance unmanned aerial systems. The eBee VISION and eBee TAC units, lightweight fixed-wing drones, can be operated by a single person and deployed in just 3 minutes. The eBee VISION offers HD live video insights in dynamic environments, even in GNSS-denied conditions, ensuring the success of professional intelligence, surveillance, and reconnaissance (ISR) missions.

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TABLE OF CONTENTS
 
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 
 

 

The study involved four major activities in estimating the size of the precision farming software market. Exhaustive secondary research has been conducted to collect information on the market, the peer markets, and the parent market. Both top-down and bottom-up approaches have been employed to estimate the total market size. Market breakdown and data triangulation methods have also been used to estimate the market for segments and subsegments.

Secondary Research

Revenues of companies offering precision farming software have been obtained from the secondary data available through paid and unpaid sources. The revenues have also been derived by analyzing the product portfolio of key companies, and these companies have been rated according to the performance and quality of their products.

Various secondary sources have been referred to in the secondary research process for identifying and collecting information important for this study. Secondary sources include corporate filings (such as annual reports, investor presentations, and financial statements); trade, business, and professional associations; white papers; IoT technologies journals and certified publications; articles by recognized authors; gold-standard and silver-standard websites; directories; and databases.

Secondary research has been conducted mainly to obtain critical information about the market’s value chain, the total pool of key players, market classification and segmentation according to the industry trends to the bottom-most level, geographic markets, and key developments from both demand- and technology-oriented perspectives. Secondary data has been collected and analyzed to determine the overall market size, further validated by primary research.

Primary Research

Extensive primary research has been conducted after understanding and analyzing the current scenario of the precision farming software market through secondary research. Several primary interviews have been conducted with key opinion leaders from both demand and supply sides across 4 major regions: Americas, Europe, Asia Pacific, and RoW. Approximately 25% of the primary interviews have been conducted with the demand side, while 75% have been conducted with the supply side. Primary data has been collected mainly through telephonic interviews, which consist of 80% of the total primary interviews. questionnaires and e-mails have also been used to collect data.

After interacting with industry experts, brief sessions were conducted with highly experienced independent consultants to reinforce the findings from our primary. This, along with the in-house subject matter experts’ opinions, has led us to the findings as described in the remainder of this report. The breakdown of primary respondents is as follows:

Precision Farming Software Market
 Size, and Share

To know about the assumptions considered for the study, download the pdf brochure

Market Size Estimation

The bottom-up procedure has been employed to arrive at the overall size of the precision farming software market.

  • Identifying the entities in the precision farming software market influencing the entire market, along with the related players, including different types of precision farming software providers
  • Analyzing major precision farming software providers and studying their portfolios, and understanding different types of software
  • Analyzing trends pertaining to the use of different types of software for precision farming software applications
  • Tracking the ongoing and upcoming developments in the market, such as investments made, R&D activities, government support, software launches, collaborations, and partnerships, and forecasting the market based on these developments and other critical parameters
  • Carrying out multiple discussions with key opinion leaders to understand the different types of software, functions, applications, and recent trends in the market, thereby analyzing the breakup of the scope of work carried out by major companies
  • Arriving at the market estimates by analyzing revenues of the companies generated from precision farming software and then combining the same to get the market estimates
  • Dividing the overall market into various other market segments
  • Verifying and cross-checking the estimate at every level from the discussion with key opinion leaders, such as CXOs, directors, and operations managers, and finally with the domain experts in MarketsandMarkets
  • Studying various paid and unpaid sources of information, such as annual reports, press releases, white papers, and databases

Precision Farming Software Market
 Size, and Bottom-up Approach

The top-down approach has been used to estimate and validate the total size of the precision farming software market.

  • Focusing initially on top-line investments and expenditures being made in the ecosystems of the precision farming software market
  • Calculating the market size considering the revenues generated by players through the sale of different types of precision farming software
  • Further segmentation based on R&D activities and key developments in key market areas
  • Further segmenting the market based on mapping usage of precision farming software for different functions & applications.
  • Collecting the information related to the revenues generated by players through different offerings
  • Conducting multiple on-field discussions with key opinion leaders across major companies involved in the development of precision farming software
  • Estimating the geographic split using secondary sources based on various factors, such as the number of players in a specific country and region, the role of major players in the market for the development of innovative products, adoption, and penetration rates in particular countries for various applications, government support, investments, and other factors.

Precision Farming Software Market
 Size, and Top-Down Approach

Data Triangulation

After arriving at the overall size of the precision farming software market through the process explained, the total market has been split into several segments and subsegments. Market breakdown and data triangulation procedures have been employed, wherever applicable, to complete the overall market engineering process and arrive at the exact statistics for all segments and subsegments. The data has been triangulated by studying various factors and trends from the demand and supply sides. The market has also been validated using the top-down and bottom-up approaches.

Market Definition

Precision farming software has revolutionized modern agriculture by leveraging data-driven insights and advanced technologies to optimize farming practices. These software solutions integrate various data sources, including satellite imagery, soil sampling, weather forecasts, and crop sensors, to provide farmers with actionable information for decision-making.

One of the key features of precision farming software is field mapping, which allows farmers to create detailed maps of their fields, including information about soil types, topography, and boundaries. This enables farmers to better understand their land and make informed decisions about crop planning and management.

Key Stakeholders

  • Precision farming component providers
  • Precision farming integrators and installers
  • Precision farming solution providers
  • Consulting companies
  • Product manufacturers
  • Precision farming software providers
  • Precision farming-related associations, organizations, forums, and alliances
  • Government and corporate bodies
  • Research institutes and organizations
  • Venture capitalists, private equity firms, and start-ups
  • Distributors and traders
  • OEMs
  • End users
  • Research institutes and organizations
  • Market research and consulting firms
  • Agri-food buyers
  • Agriculture technology providers

Report Objectives

  • To describe and forecast the precision farming software market in terms of value, based on delivery model, technology, application, and region.
  • To forecast the market size, in terms of value, for various segments, with respect to four main regions—Americas, Europe, Asia Pacific (APAC), and Rest of the World (RoW).
  • To provide detailed information regarding the major factors influencing the growth of
    the precision farming software market (drivers, restraints, opportunities, and challenges).
  • To strategically analyze micromarkets1 with respect to individual growth trends, prospects, and contributions to the overall market.
  • To analyze opportunities for the market stakeholders by identifying high-growth segments of the precision farming software market.
  • To benchmark players within the market using the proprietary “Company Evaluation Matrix” framework, which analyzes market players on various parameters within the broad categories of market rank and product offering.
  • To strategically profile the key players and comprehensively analyze their market shares and core competencies2 and provide a detailed competitive landscape for market leaders.
  • To track and analyze competitive developments, such as partnerships, collaborations, agreements, and joint ventures; mergers and acquisitions; expansions; and product launches in the precision farming software market.

Available customizations:

With the given market data, MarketsandMarkets offers customizations according to the specific requirements of companies. The following customization options are available for the report:

  • Detailed analysis and profiling of additional market players based on various blocks of the supply chain
Custom Market Research Services

We will customize the research for you, in case the report listed above does not meet with your exact requirements. Our custom research will comprehensively cover the business information you require to help you arrive at strategic and profitable business decisions.

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Report Code
SE 3343
Published ON
Mar, 2024
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