Precision Farming Market: By Technology, By Components, By Application, and Region Forecast 2020-2031

Precision Farming Market Size, Share, Growth, Trends, and Global Industry Analysis: By Technology (Guidance System, Variable-rate Technology, Drones and UAVs, Remote Sensing, and Others), By Components (Hardware, Software, and Services), By Application (Yield Monitoring, Variable Rate Application, Field Mapping, Soil Monitoring, Inventory Management, Crop Scouting, and Others), and Region Forecast 2020-2031

Report ID: 60523 | Published Date: Apr 2023 | No. of Pages: 197 | Format: Report available in PDF format Report available in Excel Format

Precision Farming Market size was valued at US$ 11,981.7 million in 2024 and is projected to reach US$ 22,044.0 million by 2031 at a CAGR of 9.1% from 2025-2031. Moreover, the U.S. Precision Farming Market is projected to grow significantly, reaching an estimated value of US$ 6,877.7 Million by 2031.

Precision farming is an agricultural management concept that focuses on the observation, measurement, and response to crop variability between fields. The market is witnessing significant growth due to various interrelated factors. A key driver is the increasing adoption of smartphones in agriculture, which has enabled the use of mobile-compatible applications for field monitoring, data storage, and equipment control. This technological advancement, along with rising global food demand, supportive government policies, and decreasing costs of tools like sensors, GPS, and drones, is accelerating adoption across diverse farming communities. Among the prominent trends, the integration of artificial intelligence and machine learning is transforming farming practices through real-time data analysis, predictive insights, and improved decision-making in areas such as irrigation, fertilization, and pest control. This evolution supports a shift toward sustainable and efficient farming models.

An important opportunity lies in expanding AI-based applications, which assist in monitoring soil conditions, managing resources, and forecasting weather patterns, ultimately enhancing crop yield and quality. However, the market faces restraints due to the high initial costs of precision equipment and the need for skilled personnel to operate them. These barriers are especially pronounced in developing regions, where small and medium-scale farmers often lack financial and technical resources. Despite these challenges, the market holds strong potential for transformation through continued innovation and increased accessibility of smart farming solutions.

Facts & Figures

  • Smartphone and mobile app penetration: Farmers increasingly use smartphone-compatible apps for field monitoring, data backup, and equipment control. This democratizes precision farming, even in remote areas. For instance, a smartphone-less satellite advisory system in Madhya Pradesh prints farm insights in local languages, bridging the digital divide for smallholder farmers.
  • Integration of AI and machine learning: AI/ML tools analyse real-time data from sensors, drones, and satellites, to enable predictive agronomy, disease forecasting, and resource optimization. For instance, Maharashtra’s recent Rs?500?cr “MahaAgri?AI” initiative will deploy AI-powered drones, sensors, apps, and voice bots to improve crop management.
  • Government initiatives and funding: National and state governments are investing in agri-tech to boost productivity and sustainability. Maharashtra’s AI policy with Rs?500?cr funding and India’s increased agri-budget reflect strong public backing.
  • Growing global food demand and sustainability focus: Rising population pressures require efficient farming, while environmental concerns drive precision input use.

Key Developments

  • In May 2025, a joint venture between CHS and GROWMARK invested in Precision AI’s Series?A round to accelerate AI-based aerial insights, enabling plant-by-plant decision-making across North America.
  • In February 2025, Cordulus released a new AI-driven rainfall prediction tool aimed at European farmers, improving irrigation planning and resilience.
  • In January 2025, Amsterdam-based Agurotech secured funding to expand its AI and IoT-enabled digital agriculture platform internationally.
  • In March 2024, Syngenta extended its multi-year collaboration with Planet Labs, integrating high-resolution daily satellite data into its Cropwise platform to boost remote crop monitoring.

Precision Farming Market Segmentation

Based on the technology

  • Guidance System
    • Global Positioning System (GPS)
    • Global Information System (GIS)
  • Variable-rate Technology
    • Variable Rate Fertilizer
    • Variable Rate Seeding
    • Variable Rate Pesticide
  • Drones and UAVs
  • Remote Sensing
  • Others

Remote sensing holds the largest market share in the market due to its ability to provide large-scale, real-time data on crop health, soil conditions, moisture levels, and pest infestations. Using satellite imagery, aerial sensors, and drones, remote sensing helps farmers monitor fields efficiently without physically being present, saving both time and labor. It supports early detection of issues, enabling timely interventions that improve yield and reduce input waste. In contrast, technologies like drones and UAVs, while growing in popularity, currently hold a smaller market share due to higher costs and regulatory limitations.

 Based on the components

  • Hardware
  • Software
  • Services

Based on components, hardware holds the largest market share in the market. This is because most precision agriculture practices rely heavily on physical tools such as GPS devices, sensors, drones, automatic steering systems, and other field equipment that collect and transmit data. These hardware components form the foundation for data-driven farming operations, enabling real-time monitoring and automated actions in the field. Their durability, scalability, and direct impact on improving productivity make them essential for adoption. In contrast, while software and services are rapidly growing due to digitalization and analytics demand, they currently hold relatively smaller shares compared to hardware.

 Based on the application

  • Yield Monitoring
  • Variable Rate Application
  • Field Mapping
  • Soil Monitoring
  • Inventory Management
  • Crop Scouting
  • Others

Based on application, yield monitoring holds the largest market share in the precision farming market. It is a critical component of farm management as it helps farmers analyze crop performance across different field zones, identify yield variability, and make informed decisions for future planting, fertilization, and irrigation. The high demand for real-time data to optimize productivity and resource use has made yield monitoring systems highly valuable, especially in large-scale operations. These systems are often integrated with GPS and sensors, making them efficient and reliable. On the other hand, crop scouting holds a smaller market share, mainly due to its manual or semi-automated nature, requiring more labor and time.

Global Precision Farming Market Summary

Study Period

2025-2031

Base Year

2024

CAGR

9.1%

Largest Market

North-America

Fastest Growing Market

Europe

Precision Farming Market Dynamics

Drivers

The prominent drivers of precision farming market is the adoption of smartphones in farming. The growing smartphone adoption has led to the development of software that is compatible with smartphones. Key manufacturers have introduced advanced applications that are compatible with any smartphone. Such applications enable farmers to monitor the field from the desired location, and the data is stored in the cloud as a backup with the help of smartphone integration. Smartphones fulfil the basic requirements of the farmer as they support connectivity using USB, Bluetooth, and Wi-Fi. Thus, the rise in smartphone adoption has created lucrative opportunities for the precision agriculture market globally. Advances in technology and ease of use makes way for betterment in the facilities used in farming. One of the foremost dramatic changes in the use of mobile phones in agriculture is the systems for managing farms and the development of monitoring protocols. The Print stated that farmers in India have highly adopted advanced technology, and the use of smartphones in agriculture has helped them gain nearly double the output and income than other farmers. Thus, the rise in the adoption of smartphones for farming practices supports the market growth of precision agriculture. Additional drivers are rising global food demand, supportive government initiatives, and decreasing costs of technologies like sensors, GPS, and drones are collectively driving the widespread adoption of precision farming.

Restraints

The high prices that are associated with precision farming equipment limit the growth as the small-scale and low-income group farmers switch to other less-priced sources for farm practices. The technologies and equipment used in precision farming, such as smart sensors, drones, VRT, GPS, guidance tools, GNSS, and receivers, are highly efficient but expensive. Besides, to set up and operate precision farming, trained and skilled personnel are highly required. Thus, in developing nations such as China, India, and Brazil, with limited resources for agricultural practices, many large-scale and small-scale growers choose traditional farming rather than adopting new technology-based farming due to the high investment costs, which further inhibits the market growth of precision agriculture.

Opportunites

The integration of artificial intelligence (AI) based solutions in farming presents a significant opportunity for the precision farming market. Utilization of AI-based tools and applications helps farmers in accurate and controlled farm practices by providing the required information or appropriate guidance regarding the use of fertilizers, water management, crop rotation, pest control, and the type of crop to be grown as per soil, nutrition management, and optimum planting. AI-based tools are used to control diseases and many types of pests on farms. They use satellite imagery and compare it with the historical data using specific AI algorithms so as to check the type of insect or whether any insect has landed on the farm. AI is also used in forecasting weather, which helps farmers decide the type and variety of crop to be grown and monitor the soil nutrition level and soil quality. AI-based precision farming techniques help farmers monitor crops’ health, which further results in a high-quality yield, and provides a lucrative opportunity for expansion in the global and local markets.

Trends

The prominent trend in the market is the rapid integration of AI and machine learning (ML) technologies into agricultural practices. These advanced systems enable real-time analysis of vast datasets collected from sensors, drones, and satellite imagery, helping farmers make data-driven decisions regarding irrigation, fertilization, pest control, and harvesting. AI-powered tools can predict crop yields, detect diseases early, and optimize resource use, significantly increasing efficiency and profitability. This trend is driven by the growing need to improve agricultural productivity amidst challenges such as climate change, labor shortages, and limited arable land. Additionally, governments and aggrotech startups are investing heavily in smart farming solutions to ensure food security. Besides AI, other notable trends shaping the precision farming market include the increasing adoption of IoT-based sensors, autonomous farming equipment, blockchain for supply chain transparency, and the use of drones and satellite imagery for crop monitoring and soil analysis, all contributing to a more connected and sustainable farming ecosystem.

Global Precision Farming Market Segmentation Analysis

Report Benchmarks

Details

Report Study Period

2025-2031

Market Size in 2024

US$ 11,981.7 million

Market Size in 2031

US$ 22,044.0 million

Market CAGR

9.1%

By Technology

  • Guidance System
  • Variable-rate Technology
  • Drones and UAVs
  • Remote Sensing
  • Others

By Component

  • Hardware
  • Software
  • Services

By Application

  • Yield Monitoring
  • Variable Rate Application
  • Field Mapping
  • Soil Monitoring
  • Inventory Management
  • Crop Scouting
  • Others

By Region

  • North America (U.S., Canada)
  • Europe (Germany, U.K., France, Italy, Russia, Spain, Rest of Europe)
  • Asia-Pacific (China, India, Japan, Australia, Southeast Asia, Rest of Asia Pacific)
  • Latin America (Mexico, Brazil, Argentina, Columbia, Rest of Latin America)
  • Middle East & Africa (GCC, Egypt, Nigeria, South Africa, Rest of Middle East and Africa)

Analyst Review

According to a PBI Analyst, the market is evolving rapidly, driven by technological advancements and the urgent need for sustainable agriculture. The widespread adoption of smartphones and user-friendly farming apps has made precision techniques more accessible, especially in developing regions. The integration of AI and machine learning is a game-changer, enabling farmers to optimize resources, increase yield, and reduce environmental impact. Government support and decreasing costs of technologies like drones, GPS, and sensors further strengthen market adoption. However, the high upfront investment and need for skilled labor remain significant barriers, particularly for small and marginal farmers. Despite these challenges, the market outlook remains positive due to growing food demand, climate change pressures, and innovation in digital agriculture. With continuous R&D and public-private collaborations, precision farming is expected to become a core component of global agricultural practices, promoting efficiency, profitability, and sustainability. The future growth will largely depend on affordability and ease of adoption across all farm sizes.

Key Features of the Report

  • The precision farming market report provides granular level information about the market size, regional market share, historic market (2020-2024), and forecast (2025-2031)
  • The report covers in-detail insights about the competitor’s overview, company share analysis, key market developments, and their key strategies.
  • The report outlines drivers, restraints, unmet needs, and trends that are currently affecting the market.
  • The report tracks recent innovations, key developments, and startups’ details that are actively working in the market.
  • The report provides a plethora of information about market entry strategies, regulatory frameworks, and reimbursement scenarios.
  • The report analyses the impact of the sociopolitical environment through PESTLE Analysis and competition through Porter’s Five Force Analysis

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Frequently Asked Questions

Precision farming market size was valued at US$ 11,981.7 million in 2024 and is projected to reach US$ 22,044.0 million by 2031 at a CAGR of 9.1%.

The growth is driven by increased smartphone adoption, integration of AI/ML, expanding IoT use, supportive government policies, and rising food demand.

Remote sensing holds the largest share due to its ability to deliver large-scale, real-time insights on crop health, soil, and moisture, and its scalability and compatibility with AI tools enhance adoption.

Market is segmented based on technology, components, application, and region.

Asia-Pacific is emerging as the fastest-growing region in the precision farming market due to government initiatives in developing countries encouraging the use of modern precision farming technologies, which are aimed at maximizing productivity.

Asia-Pacific is emerging as the fastest-growing region in the precision farming market due to government initiatives in developing countries encouraging the use of modern precision farming technologies, which are aimed at maximizing productivity.

Content Updated Date: Jul 2025

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Author

Manoj Kumar

Manoj Kumar is a postgraduate in Life Sciences with over seven years of dedicated experience in the fields of anima.....

1.Executive Summary
2.Global Precision Farming Market Introduction 
2.1.Global Precision Farming Market  - Taxonomy
2.2.Global Precision Farming Market  - Definitions
2.2.1.Technology
2.2.2.Component
2.2.3.Application
2.2.4.Region
3.Global Precision Farming Market Dynamics
3.1. Drivers
3.2. Restraints
3.3. Opportunities/Unmet Needs of the Market
3.4. Trends
3.5. Product Landscape
3.6. New Product Launches
3.7. Impact of COVID 19 on Market
4.Global Precision Farming Market Analysis, 2020 - 2024 and Forecast 2025 - 2031
4.1.  Market Analysis, 2020 - 2024 and Forecast, 2025 - 2031, (Sales Value USD Million)
4.2.  Year-Over-Year (Y-o-Y) Growth Analysis (%) 
4.3.  Market Opportunity Analysis 
5.Global Precision Farming Market  By Technology, 2020 - 2024 and Forecast 2025 - 2031 (Sales Value USD Million)
5.1. Guidance System
5.1.1. Market Analysis, 2020 - 2024 and Forecast, 2025 - 2031, (Sales Value USD Million)
5.1.2. Year-Over-Year (Y-o-Y) Growth Analysis (%) and Market Share Analysis (%) 
5.1.3. Market Opportunity Analysis 
5.2. Variable-rate Technology
5.2.1. Market Analysis, 2020 - 2024 and Forecast, 2025 - 2031, (Sales Value USD Million)
5.2.2. Year-Over-Year (Y-o-Y) Growth Analysis (%) and Market Share Analysis (%) 
5.2.3. Market Opportunity Analysis 
5.3. Drones and UAVs
5.3.1. Market Analysis, 2020 - 2024 and Forecast, 2025 - 2031, (Sales Value USD Million)
5.3.2. Year-Over-Year (Y-o-Y) Growth Analysis (%) and Market Share Analysis (%) 
5.3.3. Market Opportunity Analysis 
5.4. Remote Sensing
5.4.1. Market Analysis, 2020 - 2024 and Forecast, 2025 - 2031, (Sales Value USD Million)
5.4.2. Year-Over-Year (Y-o-Y) Growth Analysis (%) and Market Share Analysis (%) 
5.4.3. Market Opportunity Analysis 
5.5. Others
5.5.1. Market Analysis, 2020 - 2024 and Forecast, 2025 - 2031, (Sales Value USD Million)
5.5.2. Year-Over-Year (Y-o-Y) Growth Analysis (%) and Market Share Analysis (%) 
5.5.3. Market Opportunity Analysis 
6.Global Precision Farming Market  By Component, 2020 - 2024 and Forecast 2025 - 2031 (Sales Value USD Million)
6.1. Hardware
6.1.1. Market Analysis, 2020 - 2024 and Forecast, 2025 - 2031, (Sales Value USD Million)
6.1.2. Year-Over-Year (Y-o-Y) Growth Analysis (%) and Market Share Analysis (%) 
6.1.3. Market Opportunity Analysis 
6.2. Software
6.2.1. Market Analysis, 2020 - 2024 and Forecast, 2025 - 2031, (Sales Value USD Million)
6.2.2. Year-Over-Year (Y-o-Y) Growth Analysis (%) and Market Share Analysis (%) 
6.2.3. Market Opportunity Analysis 
6.3. Services
6.3.1. Market Analysis, 2020 - 2024 and Forecast, 2025 - 2031, (Sales Value USD Million)
6.3.2. Year-Over-Year (Y-o-Y) Growth Analysis (%) and Market Share Analysis (%) 
6.3.3. Market Opportunity Analysis 
7.Global Precision Farming Market  By Application, 2020 - 2024 and Forecast 2025 - 2031 (Sales Value USD Million)
7.1. Yield Monitoring
7.1.1. Market Analysis, 2020 - 2024 and Forecast, 2025 - 2031, (Sales Value USD Million)
7.1.2. Year-Over-Year (Y-o-Y) Growth Analysis (%) and Market Share Analysis (%) 
7.1.3. Market Opportunity Analysis 
7.2. Variable Rate Application
7.2.1. Market Analysis, 2020 - 2024 and Forecast, 2025 - 2031, (Sales Value USD Million)
7.2.2. Year-Over-Year (Y-o-Y) Growth Analysis (%) and Market Share Analysis (%) 
7.2.3. Market Opportunity Analysis 
7.3. Field Mapping
7.3.1. Market Analysis, 2020 - 2024 and Forecast, 2025 - 2031, (Sales Value USD Million)
7.3.2. Year-Over-Year (Y-o-Y) Growth Analysis (%) and Market Share Analysis (%) 
7.3.3. Market Opportunity Analysis 
7.4. Soil Monitoring
7.4.1. Market Analysis, 2020 - 2024 and Forecast, 2025 - 2031, (Sales Value USD Million)
7.4.2. Year-Over-Year (Y-o-Y) Growth Analysis (%) and Market Share Analysis (%) 
7.4.3. Market Opportunity Analysis 
7.5. Inventory Management
7.5.1. Market Analysis, 2020 - 2024 and Forecast, 2025 - 2031, (Sales Value USD Million)
7.5.2. Year-Over-Year (Y-o-Y) Growth Analysis (%) and Market Share Analysis (%) 
7.5.3. Market Opportunity Analysis 
7.6. Crop Scouting
7.6.1. Market Analysis, 2020 - 2024 and Forecast, 2025 - 2031, (Sales Value USD Million)
7.6.2. Year-Over-Year (Y-o-Y) Growth Analysis (%) and Market Share Analysis (%) 
7.6.3. Market Opportunity Analysis 
7.7. Others
7.7.1. Market Analysis, 2020 - 2024 and Forecast, 2025 - 2031, (Sales Value USD Million)
7.7.2. Year-Over-Year (Y-o-Y) Growth Analysis (%) and Market Share Analysis (%) 
7.7.3. Market Opportunity Analysis 
8.Global Precision Farming Market  By Region, 2020 - 2024 and Forecast 2025 - 2031 (Sales Value USD Million)
8.1. North America
8.1.1. Market Analysis, 2020 - 2024 and Forecast, 2025 - 2031, (Sales Value USD Million)
8.1.2. Year-Over-Year (Y-o-Y) Growth Analysis (%) and Market Share Analysis (%) 
8.1.3. Market Opportunity Analysis 
8.2. Europe
8.2.1. Market Analysis, 2020 - 2024 and Forecast, 2025 - 2031, (Sales Value USD Million)
8.2.2. Year-Over-Year (Y-o-Y) Growth Analysis (%) and Market Share Analysis (%) 
8.2.3. Market Opportunity Analysis 
8.3. Asia Pacific (APAC)
8.3.1. Market Analysis, 2020 - 2024 and Forecast, 2025 - 2031, (Sales Value USD Million)
8.3.2. Year-Over-Year (Y-o-Y) Growth Analysis (%) and Market Share Analysis (%) 
8.3.3. Market Opportunity Analysis 
8.4. Middle East and Africa (MEA)
8.4.1. Market Analysis, 2020 - 2024 and Forecast, 2025 - 2031, (Sales Value USD Million)
8.4.2. Year-Over-Year (Y-o-Y) Growth Analysis (%) and Market Share Analysis (%) 
8.4.3. Market Opportunity Analysis 
8.5. Latin America
8.5.1. Market Analysis, 2020 - 2024 and Forecast, 2025 - 2031, (Sales Value USD Million)
8.5.2. Year-Over-Year (Y-o-Y) Growth Analysis (%) and Market Share Analysis (%) 
8.5.3. Market Opportunity Analysis 
9.North America Precision Farming Market ,2020 - 2024 and Forecast 2025 - 2031 (Sales Value USD Million)
9.1. Technology Analysis 2020 - 2024 and Forecast 2025 - 2031 by Sales Value USD Million, Y-o-Y Growth (%), and Market Share (%) 
9.1.1.Guidance System
9.1.2.Variable-rate Technology
9.1.3.Drones and UAVs
9.1.4.Remote Sensing
9.1.5.Others
9.2.  Component Analysis 2020 - 2024 and Forecast 2025 - 2031 by Sales Value USD Million, Y-o-Y Growth (%), and Market Share (%) 
9.2.1.Hardware
9.2.2.Software
9.2.3.Services
9.3.  Application Analysis 2020 - 2024 and Forecast 2025 - 2031 by Sales Value USD Million, Y-o-Y Growth (%), and Market Share (%) 
9.3.1.Yield Monitoring
9.3.2.Variable Rate Application
9.3.3.Field Mapping
9.3.4.Soil Monitoring
9.3.5.Inventory Management
9.3.6.Crop Scouting
9.3.7.Others
9.4.  Country Analysis 2020 - 2024 and Forecast 2025 - 2031 by Sales Value USD Million, Y-o-Y Growth (%), and Market Share (%) 
9.4.1.United States of America (USA)
9.4.2.Canada
10.Europe Precision Farming Market ,2020 - 2024 and Forecast 2025 - 2031 (Sales Value USD Million)
10.1. Technology Analysis  and Forecast  by Sales Value USD Million, Y-o-Y Growth (%), and Market Share (%) 
10.1.1.Guidance System
10.1.2.Variable-rate Technology
10.1.3.Drones and UAVs
10.1.4.Remote Sensing
10.1.5.Others
10.2.  Component Analysis 2020 - 2024 and Forecast 2025 - 2031 by Sales Value USD Million, Y-o-Y Growth (%), and Market Share (%) 
10.2.1.Hardware
10.2.2.Software
10.2.3.Services
10.3.  Application Analysis 2020 - 2024 and Forecast 2025 - 2031 by Sales Value USD Million, Y-o-Y Growth (%), and Market Share (%) 
10.3.1.Yield Monitoring
10.3.2.Variable Rate Application
10.3.3.Field Mapping
10.3.4.Soil Monitoring
10.3.5.Inventory Management
10.3.6.Crop Scouting
10.3.7.Others
10.4.  Country Analysis 2020 - 2024 and Forecast 2025 - 2031 by Sales Value USD Million, Y-o-Y Growth (%), and Market Share (%) 
10.4.1.Germany
10.4.2.France
10.4.3.Italy
10.4.4.United Kingdom (UK)
10.4.5.Spain
11.Asia Pacific (APAC) Precision Farming Market ,2020 - 2024 and Forecast 2025 - 2031 (Sales Value USD Million)
11.1. Technology Analysis  and Forecast  by Sales Value USD Million, Y-o-Y Growth (%), and Market Share (%) 
11.1.1.Guidance System
11.1.2.Variable-rate Technology
11.1.3.Drones and UAVs
11.1.4.Remote Sensing
11.1.5.Others
11.2.  Component Analysis 2020 - 2024 and Forecast 2025 - 2031 by Sales Value USD Million, Y-o-Y Growth (%), and Market Share (%) 
11.2.1.Hardware
11.2.2.Software
11.2.3.Services
11.3.  Application Analysis 2020 - 2024 and Forecast 2025 - 2031 by Sales Value USD Million, Y-o-Y Growth (%), and Market Share (%) 
11.3.1.Yield Monitoring
11.3.2.Variable Rate Application
11.3.3.Field Mapping
11.3.4.Soil Monitoring
11.3.5.Inventory Management
11.3.6.Crop Scouting
11.3.7.Others
11.4.  Country Analysis 2020 - 2024 and Forecast 2025 - 2031 by Sales Value USD Million, Y-o-Y Growth (%), and Market Share (%) 
11.4.1.China
11.4.2.India
11.4.3.Australia and New Zealand (ANZ)
11.4.4.Japan
11.4.5.Rest of APAC
12.Middle East and Africa (MEA) Precision Farming Market ,2020 - 2024 and Forecast 2025 - 2031 (Sales Value USD Million)
12.1. Technology Analysis  and Forecast  by Sales Value USD Million, Y-o-Y Growth (%), and Market Share (%) 
12.1.1.Guidance System
12.1.2.Variable-rate Technology
12.1.3.Drones and UAVs
12.1.4.Remote Sensing
12.1.5.Others
12.2.  Component Analysis 2020 - 2024 and Forecast 2025 - 2031 by Sales Value USD Million, Y-o-Y Growth (%), and Market Share (%) 
12.2.1.Hardware
12.2.2.Software
12.2.3.Services
12.3.  Application Analysis 2020 - 2024 and Forecast 2025 - 2031 by Sales Value USD Million, Y-o-Y Growth (%), and Market Share (%) 
12.3.1.Yield Monitoring
12.3.2.Variable Rate Application
12.3.3.Field Mapping
12.3.4.Soil Monitoring
12.3.5.Inventory Management
12.3.6.Crop Scouting
12.3.7.Others
12.4.  Country Analysis 2020 - 2024 and Forecast 2025 - 2031 by Sales Value USD Million, Y-o-Y Growth (%), and Market Share (%) 
12.4.1.GCC Countries
12.4.2.South Africa
12.4.3.Rest of MEA
13.Latin America Precision Farming Market ,2020 - 2024 and Forecast 2025 - 2031 (Sales Value USD Million)
13.1. Technology Analysis  and Forecast  by Sales Value USD Million, Y-o-Y Growth (%), and Market Share (%) 
13.1.1.Guidance System
13.1.2.Variable-rate Technology
13.1.3.Drones and UAVs
13.1.4.Remote Sensing
13.1.5.Others
13.2.  Component Analysis 2020 - 2024 and Forecast 2025 - 2031 by Sales Value USD Million, Y-o-Y Growth (%), and Market Share (%) 
13.2.1.Hardware
13.2.2.Software
13.2.3.Services
13.3.  Application Analysis 2020 - 2024 and Forecast 2025 - 2031 by Sales Value USD Million, Y-o-Y Growth (%), and Market Share (%) 
13.3.1.Yield Monitoring
13.3.2.Variable Rate Application
13.3.3.Field Mapping
13.3.4.Soil Monitoring
13.3.5.Inventory Management
13.3.6.Crop Scouting
13.3.7.Others
13.4.  Country Analysis 2020 - 2024 and Forecast 2025 - 2031 by Sales Value USD Million, Y-o-Y Growth (%), and Market Share (%) 
13.4.1.Brazil
13.4.2.Mexico
13.4.3.Rest of LA
14. Competition Landscape
14.1.  Market Player Profiles (Introduction, Brand/Product Sales, Financial Analysis, Product Offerings, Key Developments, Collaborations, M & A, Strategies, and SWOT Analysis) 
14.2.1.Deere & Company
14.2.2.CropMetrics LLC
14.2.3.Trimble Navigation Limited
14.2.4.CropX
14.2.5.AgSmarts Inc
14.2.6.AgSense, LLC
14.2.7.AGCO Corporation
14.2.8.DICKEY-john
14.2.9.Monsanto Company
14.2.10.Ag Leader Technology
15. Research Methodology 
16. Appendix and Abbreviations 

Key Market Players

  • Deere & Company
  • CropMetrics LLC
  • Trimble Navigation Limited
  • CropX
  • AgSmarts Inc
  • AgSense, LLC
  • AGCO Corporation
  • DICKEY-john
  • Monsanto Company
  • Ag Leader Technology

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