Precision Farming Software Market, By Technology, By Deployment Model, By Service, By Application, By Country, and By Region - Industry Analysis, Market Size, Market Share & Forecast from 2024-2032

Description

REPORT HIGHLIGHT

Precision Farming Software Market size was valued at USD 1,565.87 Million in 2023, expanding at a CAGR of 13.26% from 2024 to 2032.

Precision farming software encompasses digital tools and platforms that significantly improve agricultural efficiency by leveraging data-driven insights. These software solutions enable farmers to optimize crop yields, minimize waste, and make informed decisions by analyzing a wide range of data sources, including satellite imagery, soil sensors, weather conditions, and machinery telemetry. By integrating and processing this data, precision farming software provides actionable intelligence to enhance farming practices and resource management.

Precision Farming Software Market- Market Dynamics

Rise in average farm size, farm labor shortage and sustainable farming practices to propel market demand

The global agricultural sector has been facing a significant decline in farm labor availability, with World Bank data showcasing an 18% drop in agricultural employment over the past decade. Over the last ten years, farmers have consistently struggled with labor shortages across various farm operations, leading to an increasing reliance on precision farming technologies for more efficient resource management.

In the United States, the trend of increasing average farm sizes has continued, with the average farm size growing from 445 acres in 2021 to 446 acres in 2022, and further to 447 acres in 2023. The consistent increase in average farm size over these years indicates a trend of farm consolidation, with fewer but larger farms. This trend is aligned with the ongoing decline in the total number of farms, as smaller farms are absorbed into larger operations, further emphasizing the need for precision farming technologies to manage these larger, more complex farm operations efficiently.

As climate change impacts agricultural productivity, there is a growing need for sustainable farming practices that reduce environmental impact. Precision farming software enables more efficient use of water, fertilizers, and pesticides, reducing greenhouse gas emissions and conserving resources.

Precision Farming Software Market- Key Insights

As per the analysis shared by our research analyst, the global market is estimated to grow annually at a CAGR of around 13.26% over the forecast period (2024-2032)

Based on technology segmentation, guidance system technology was predicted to show maximum market share in the year 2023

Based on deployment model segmentation, on-premise was predicted to show maximum market share in the year 2023

Based on application segmentation, yield monitoring was the leading type in 2023

On the basis of region, North America was the leading revenue generator in 2023

Precision Farming Software Market- Segmentation Analysis:

The Global Precision Farming Software Market is segmented on the basis of Technology, Deployment Model, Service, Application and Region.

The weather tracking and forecasting segment is expected to grow at more than CAGR of 17% during the forecast period. Advances in sensors enhance weather forecasting accuracy, and the integration of machine learning and advanced data analytics has further improved forecast reliability, contributing to the market's expansion.

The market is divided into two categories based on deployment model: on-premise and cloud-based. The on-premise deployment segment of precision agriculture software had the largest market share owing to its benefits in data control, security, and customization. By installing software directly on local servers and systems, farmers and agricultural enterprises gain full control over their data, enhancing security and reducing the risk of breaches compared to cloud-based solutions. Additionally, on-premise systems offer greater flexibility in customization to meet specific operational needs and integrate seamlessly with existing infrastructure. This model is specifically beneficial for managing sensitive agricultural data and ensuring robust performance in complex farming environments, contributing to its dominant market position.

Precision Farming Software Market- Geographical Insights

Geographically, this market is widespread into the regions of North America, Latin America, Europe, Asia Pacific, and the Middle East and Africa. These regions are further divided as per the nations bringing business. The Asia Pacific region is projected to experience substantial growth during the forecast period, with an anticipated CAGR of over 15% from 2024 to 2032.

Developing countries like India, Sri Lanka, and Nigeria are actively promoting modern precision farming technologies through various government initiatives to enhance agricultural productivity. Additionally, a trade agreement between China and Israel, signed in September 2017, valued at USD 300 million, aims to facilitate the export of environmentally-friendly Israeli technology to China. Furthermore, an effective administrative framework is helping farmers acquire essential knowledge on the proper use and maintenance of precision farming equipment.

Precision Farming Software Market- Competitive Landscape:

The precision farming market is highly fragmented, featuring numerous small and medium-sized companies alongside major players like AGCO Corporation, IBM, John Deere, Bayer CropScience AG, and Fairport Farm Software. Intense competition stems from constant R&D, new product launches, partnerships, and geographic expansion. The market is growing moderately, with significant innovation driven by advanced technologies such as Wi-Fi, Zigbee, and RF, integrated with sensors and cameras.

Leading companies are focusing on collaborations to enhance their offerings and expand their reach, addressing evolving challenges and farmer demands. Some of the primary techniques used by corporations to strengthen their reach and expand their market share include new product launches, distribution network development, R&D spending, and mergers and acquisitions. For instance, in May 2023, AgEagle Aerial Systems Inc., a global provider of agriculture technology solutions, announced a new two-year supply agreement with Wingtra AG. This agreement will ensure the secure supply of RedEdge-P sensor kits, which will be integrated with WingtraOne VTOL drones.

Recent Developments:

In September 2023, Trimble establish a joint venture (JV) with AGCO, aiming to lead the mixed fleet precision agriculture market with advanced smart farming and autonomy solutions. Under the agreement, Trimble will transfer its precision agriculture business (excluding certain GNSS and guidance technologies) to the JV, while AGCO will contribute its JCA Technologies division, known for its expertise in autonomous agricultural software and electronic systems.

In July 2023, Deere & Company has acquired Smart Apply, Inc., a precision spraying equipment firm. Smart Apply's Intelligent Spray Control System enhances air-blast sprayers used in orchards and vineyards, reducing chemical runoff by up to 93% and airborne drift by up to 87%. The system, which integrates LiDAR technology for precise spraying, helps growers minimize chemical and water use while optimizing crop yields and sustainability. This acquisition strengthens Deere's commitment to advanced agricultural solutions, building on their partnership with Smart Apply since 2020.

SCOPE OF THE REPORT

The scope of this report covers the market by its major segments, which include as follows:

GLOBAL PRECISION FARMING SOFTWARE MARKET KEY PLAYERS- DETAILED COMPETITIVE INSIGHTS

AG Leader Technology
AgJunction, Inc.
CropMetrics LLC
Trimble, Inc.,
AGCO Corporation
Raven Industries Inc.
Deere and Company
Topcon Corporation
AgEagle Aerial Systems Inc. (Agribotix LLC)
DICKEY-john Corporation
Farmers Edge Inc.
Grownetics, Inc.
Proagrica (SST Development Group, Inc.)
The Climate Corporation

GLOBAL PRECISION FARMING SOFTWARE MARKET, BY TECHNOLOGY- MARKET ANALYSIS, 2019 - 2032

Guidance System Technology
Remote Sensing and Control System
Variable Rate Technology

GLOBAL PRECISION FARMING SOFTWARE MARKET, BY DEPLOYMENT MODEL- MARKET ANALYSIS, 2019 - 2032

On-Premises (Local or Web-Based)
Cloud-Based
Software-as-a-Service (SaaS)
Platform-as-a-Service (PaaS)

GLOBAL PRECISION FARMING SOFTWARE MARKET, BY SERVICE- MARKET ANALYSIS, 2019 - 2032

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

GLOBAL PRECISION FARMING SOFTWARE MARKET, BY APPLICATION- MARKET ANALYSIS, 2019 - 2032

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

GLOBAL PRECISION FARMING SOFTWARE MARKET, BY REGION- MARKET ANALYSIS, 2019 - 2032

North America
The U.S.
Canada
Europe
Germany
France
Italy
Spain
United Kingdom
Rest of Europe
Asia Pacific
India
China
South Korea
Japan
Australia
Rest of APAC
Latin America
Brazil
Mexico
Argentina
Colombia
Rest of LATAM
The Middle East and Africa
Saudi Arabia
United Arab Emirates
Israel
Egypt
Rest of MEA

Product Code: ANV3577

1. Global Precision Farming Software Market Overview

1.1. Study Scope
1.2. Market Estimation Years

2. Executive Summary

2.1. Market Snippet
- 2.1.1. Global Precision Farming Software Market Snippet by Technology
- 2.1.2. Global Precision Farming Software Market Snippet by Deployment Model
- 2.1.3. Global Precision Farming Software Market Snippet by Service
- 2.1.4. Global Precision Farming Software Market Snippet by Application
- 2.1.5. Global Precision Farming Software Market Snippet by Country
- 2.1.6. Global Precision Farming Software Market Snippet by Region
2.2. Competitive Insights

3. Global Precision Farming Software Key Market Trends

3.1. Global Precision Farming Software Market Drivers
- 3.1.1. Impact Analysis of Market Drivers
3.2. Global Precision Farming Software Market Restraints
- 3.2.1. Impact Analysis of Market Restraints
3.3. Global Precision Farming Software Market Opportunities
3.4. Global Precision Farming Software Market Future Trends

4. Global Precision Farming Software Industry Study

4.1. PEST Analysis
4.2. Porter's Five Forces Analysis
4.3. Growth Prospect Mapping
4.4. Regulatory Framework Analysis

5. Global Precision Farming Software Market: COVID-19 Impact Analysis

5.1. Pre-COVID-19 Impact Analysis
5.2. Post-COVID-19 Impact Analysis
- 5.2.1. Top Performing Segments
- 5.2.2. Marginal Growth Segments
- 5.2.3. Top Looser Segments
- 5.2.4. Marginal Loss Segments

6. Global Precision Farming Software Market Landscape

6.1. Global Precision Farming Software Market Share Analysis, 2023
6.2. Breakdown Data, by Key Manufacturer
- 6.2.1. Established Players' Analysis
- 6.2.2. Emerging Players' Analysis

7. Global Precision Farming Software Market - By Technology

7.1. Overview
- 7.1.1. Segment Share Analysis, By Technology, 2023 & 2032 (%)
- 7.1.2. Guidance System Technology
- 7.1.3. Remote Sensing and Control System
- 7.1.4. Variable Rate Technology

8. Global Precision Farming Software Market - By Deployment Model

8.1. Overview
- 8.1.1. Segment Share Analysis, By Deployment Model, 2023 & 2032 (%)
- 8.1.2. On-Premises (Local or Web-Based)
- 8.1.3. Cloud-Based
  - 8.1.3.1. Software-as-a-Service (SaaS)
  - 8.1.3.2. Platform-as-a-Service (PaaS)

9. Global Precision Farming Software Market - By Service

9.1. Overview
- 9.1.1. Segment Share Analysis, By Service, 2023 & 2032 (%)
- 9.1.2. System Integration
- 9.1.3. Managed Services
  - 9.1.3.1. Farm Operation Service
  - 9.1.3.2. Data Service
  - 9.1.3.3. Analytics Services
- 9.1.4. Assisted Professional Services
  - 9.1.4.1. Supply Chain Management Service
  - 9.1.4.2. Climate Information Service
  - 9.1.4.3. Others
- 9.1.5. Connectivity Services
- 9.1.6. Maintenance, Upgradation and Support Service

10. Global Precision Farming Software Market - By Application

10.1. Overview
- 10.1.1. Segment Share Analysis, By Application, 2023 & 2032 (%)
- 10.1.2. Yield Monitoring
- 10.1.3. Field Mapping
- 10.1.4. Crop Scouting
- 10.1.5. Weather Tracking and Forecasting
- 10.1.6. Inventory Management
- 10.1.7. Irrigation Management
- 10.1.8. Farm Labor Management
- 10.1.9. Financial Management
- 10.1.10. Other Applications

11. Global Precision Farming Software Market- By Geography

11.1. Introduction
- 11.1.1. Segment Share Analysis, By Geography, 2023 & 2032 (%)
11.2. North America
- 11.2.1. Overview
- 11.2.2. Global Precision Farming Software Key Manufacturers in North America
- 11.2.3. North America Market Size and Forecast, By Country, 2019 - 2032 (US$ Million)
- 11.2.4. North America Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
- 11.2.5. North America Market Size and Forecast, By Deployment Model, 2019 - 2032 (US$ Million)
- 11.2.6. North America Market Size and Forecast, By Service, 2019 - 2032 (US$ Million)
- 11.2.7. North America Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
- 11.2.8. U.S.
  - 11.2.8.1. Overview
  - 11.2.8.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 11.2.8.3. U.S. Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
  - 11.2.8.4. U.S. Market Size and Forecast, By Deployment Model, 2019 - 2032 (US$ Million)
  - 11.2.8.5. U.S. Market Size and Forecast, By Service, 2019 - 2032 (US$ Million)
  - 11.2.8.6. U.S. Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
- 11.2.9. Canada
  - 11.2.9.1. Overview
  - 11.2.9.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 11.2.9.3. Canada Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
  - 11.2.9.4. Canada Market Size and Forecast, By Deployment Model, 2019 - 2032 (US$ Million)
  - 11.2.9.5. Canada Market Size and Forecast, By Service, 2019 - 2032 (US$ Million)
  - 11.2.9.6. Canada Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
11.3. Europe
- 11.3.1. Overview
- 11.3.2. Global Precision Farming Software Key Manufacturers in Europe
- 11.3.3. Europe Market Size and Forecast, By Country, 2019 - 2032 (US$ Million)
- 11.3.4. Europe Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
- 11.3.5. Europe Market Size and Forecast, By Deployment Model, 2019 - 2032 (US$ Million)
- 11.3.6. Europe Market Size and Forecast, By Service, 2019 - 2032 (US$ Million)
- 11.3.7. Europe Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
- 11.3.8. Germany
  - 11.3.8.1. Overview
  - 11.3.8.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 11.3.8.3. Germany Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
  - 11.3.8.4. Germany Market Size and Forecast, By Deployment Model, 2019 - 2032 (US$ Million)
  - 11.3.8.5. Germany Market Size and Forecast, By Service, 2019 - 2032 (US$ Million)
  - 11.3.8.6. Germany Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
- 11.3.9. Italy
  - 11.3.9.1. Overview
  - 11.3.9.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 11.3.9.3. Italy Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
  - 11.3.9.4. Italy Market Size and Forecast, By Deployment Model, 2019 - 2032 (US$ Million)
  - 11.3.9.5. Italy Market Size and Forecast, By Service, 2019 - 2032 (US$ Million)
  - 11.3.9.6. Italy Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
- 11.3.10. United Kingdom
  - 11.3.10.1. Overview
  - 11.3.10.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 11.3.10.3. United Kingdom Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
  - 11.3.10.4. United Kingdom Market Size and Forecast, By Deployment Model, 2019 - 2032 (US$ Million)
  - 11.3.10.5. United Kingdom Market Size and Forecast, By Service, 2019 - 2032 (US$ Million)
  - 11.3.10.6. United Kingdom Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
- 11.3.11. France
  - 11.3.11.1. Overview
  - 11.3.11.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 11.3.11.3. France Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
  - 11.3.11.4. France Market Size and Forecast, By Deployment Model, 2019 - 2032 (US$ Million)
  - 11.3.11.5. France Market Size and Forecast, By Service, 2019 - 2032 (US$ Million)
  - 11.3.11.6. France Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
- 11.3.12. Russia
  - 11.3.12.1. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 11.3.12.2. Russia Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
  - 11.3.12.3. Russia Market Size and Forecast, By Deployment Model, 2019 - 2032 (US$ Million)
  - 11.3.12.4. Russia Market Size and Forecast, By Service, 2019 - 2032 (US$ Million)
  - 11.3.12.5. Russia Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
- 11.3.13. Netherlands
  - 11.3.13.1. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 11.3.13.2. Netherlands Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
  - 11.3.13.3. Netherlands Market Size and Forecast, By Deployment Model, 2019 - 2032 (US$ Million)
  - 11.3.13.4. Netherlands Market Size and Forecast, By Service, 2019 - 2032 (US$ Million)
  - 11.3.13.5. Netherlands Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
- 11.3.14. Sweden
  - 11.3.14.1. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 11.3.14.2. Sweden Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
  - 11.3.14.3. Sweden Market Size and Forecast, By Deployment Model, 2019 - 2032 (US$ Million)
  - 11.3.14.4. Sweden Market Size and Forecast, By Service, 2019 - 2032 (US$ Million)
  - 11.3.14.5. Sweden Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
- 11.3.15. Poland
  - 11.3.15.1. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 11.3.15.2. Poland Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
  - 11.3.15.3. Poland Market Size and Forecast, By Deployment Model, 2019 - 2032 (US$ Million)
  - 11.3.15.4. Poland Market Size and Forecast, By Service, 2019 - 2032 (US$ Million)
  - 11.3.15.5. Poland Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
- 11.3.16. Rest of Europe
  - 11.3.16.1. Overview
  - 11.3.16.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 11.3.16.3. Rest of the Europe Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
  - 11.3.16.4. Rest of the Europe Market Size and Forecast, By Deployment Model, 2019 - 2032 (US$ Million)
  - 11.3.16.5. Rest of the Europe Market Size and Forecast, By Service, 2019 - 2032 (US$ Million)
  - 11.3.16.6. Rest of the Europe Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
11.4. Asia Pacific (APAC)
- 11.4.1. Overview
- 11.4.2. Global Precision Farming Software Key Manufacturers in Asia Pacific
- 11.4.3. Asia Pacific Market Size and Forecast, By Country, 2019 - 2032 (US$ Million)
- 11.4.4. Asia Pacific Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
- 11.4.5. Asia Pacific Market Size and Forecast, By Deployment Model, 2019 - 2032 (US$ Million)
- 11.4.6. Asia Pacific Market Size and Forecast, By Service, 2019 - 2032 (US$ Million)
- 11.4.7. Asia Pacific Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
- 11.4.8. India
  - 11.4.8.1. Overview
  - 11.4.8.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 11.4.8.3. India Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
  - 11.4.8.4. India Market Size and Forecast, By Deployment Model, 2019 - 2032 (US$ Million)
  - 11.4.8.5. India Market Size and Forecast, By Service, 2019 - 2032 (US$ Million)
  - 11.4.8.6. India Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
- 11.4.9. China
  - 11.4.9.1. Overview
  - 11.4.9.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 11.4.9.3. China Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
  - 11.4.9.4. China Market Size and Forecast, By Deployment Model, 2019 - 2032 (US$ Million)
  - 11.4.9.5. China Market Size and Forecast, By Service, 2019 - 2032 (US$ Million)
  - 11.4.9.6. China Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
- 11.4.10. Japan
  - 11.4.10.1. Overview
  - 11.4.10.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 11.4.10.3. Japan Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
  - 11.4.10.4. Japan Market Size and Forecast, By Deployment Model, 2019 - 2032 (US$ Million)
  - 11.4.10.5. Japan Market Size and Forecast, By Service, 2019 - 2032 (US$ Million)
  - 11.4.10.6. Japan Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
- 11.4.11. South Korea
  - 11.4.11.1. Overview
  - 11.4.11.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 11.4.11.3. South Korea Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
  - 11.4.11.4. South Korea Market Size and Forecast, By Deployment Model, 2019 - 2032 (US$ Million)
  - 11.4.11.5. South Korea Market Size and Forecast, By Service, 2019 - 2032 (US$ Million)
  - 11.4.11.6. South Korea Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
- 11.4.12. Australia
  - 11.4.12.1. Overview
  - 11.4.12.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 11.4.12.3. Australia Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
  - 11.4.12.4. Australia Market Size and Forecast, By Deployment Model, 2019 - 2032 (US$ Million)
  - 11.4.12.5. Australia Market Size and Forecast, By Service, 2019 - 2032 (US$ Million)
  - 11.4.12.6. Australia Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
- 11.4.13. Thailand
  - 11.4.13.1. Overview
  - 11.4.13.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 11.4.13.3. Thailand Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
  - 11.4.13.4. Thailand Market Size and Forecast, By Deployment Model, 2019 - 2032 (US$ Million)
  - 11.4.13.5. Thailand Market Size and Forecast, By Service, 2019 - 2032 (US$ Million)
  - 11.4.13.6. Thailand Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
- 11.4.14. Indonesia
  - 11.4.14.1. Overview
  - 11.4.14.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 11.4.14.3. Indonesia Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
  - 11.4.14.4. Indonesia Market Size and Forecast, By Deployment Model, 2019 - 2032 (US$ Million)
  - 11.4.14.5. Indonesia Market Size and Forecast, By Service, 2019 - 2032 (US$ Million)
  - 11.4.14.6. Indonesia Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
- 11.4.15. Philippines
  - 11.4.15.1. Overview
  - 11.4.15.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 11.4.15.3. Philippines Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
  - 11.4.15.4. Philippines Market Size and Forecast, By Deployment Model, 2019 - 2032 (US$ Million)
  - 11.4.15.5. Philippines Market Size and Forecast, By Service, 2019 - 2032 (US$ Million)
  - 11.4.15.6. Philippines Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
- 11.4.16. Rest of APAC
  - 11.4.16.1. Overview
  - 11.4.16.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 11.4.16.3. Rest of APAC Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
  - 11.4.16.4. Rest of APAC Market Size and Forecast, By Deployment Model, 2019 - 2032 (US$ Million)
  - 11.4.16.5. Rest of APAC Market Size and Forecast, By Service, 2019 - 2032 (US$ Million)
  - 11.4.16.6. Rest of APAC Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
11.5. Latin America
- 11.5.1. Overview
- 11.5.2. Global Precision Farming Software Key Manufacturers in Latin America
- 11.5.3. Latin America Market Size and Forecast, By Country, 2019 - 2032 (US$ Million)
- 11.5.4. Latin America Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
- 11.5.5. Latin America Market Size and Forecast, By Deployment Model, 2019 - 2032 (US$ Million)
- 11.5.6. Latin America Market Size and Forecast, By Service, 2019 - 2032 (US$ Million)
- 11.5.7. Latin America Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
- 11.5.8. Brazil
  - 11.5.8.1. Overview
  - 11.5.8.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 11.5.8.3. Brazil Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
  - 11.5.8.4. Brazil Market Size and Forecast, By Deployment Model, 2019 - 2032 (US$ Million)
  - 11.5.8.5. Brazil Market Size and Forecast, By Service, 2019 - 2032 (US$ Million)
  - 11.5.8.6. Brazil Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
- 11.5.9. Mexico
  - 11.5.9.1. Overview
  - 11.5.9.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 11.5.9.3. Mexico Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
  - 11.5.9.4. Mexico Market Size and Forecast, By Deployment Model, 2019 - 2032 (US$ Million)
  - 11.5.9.5. Mexico Market Size and Forecast, By Service, 2019 - 2032 (US$ Million)
  - 11.5.9.6. Mexico Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
- 11.5.10. Argentina
  - 11.5.10.1. Overview
  - 11.5.10.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 11.5.10.3. Argentina Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
  - 11.5.10.4. Argentina Market Size and Forecast, By Deployment Model, 2019 - 2032 (US$ Million)
  - 11.5.10.5. Argentina Market Size and Forecast, By Service, 2019 - 2032 (US$ Million)
  - 11.5.10.6. Argentina Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
- 11.5.11. Colombia
  - 11.5.11.1. Overview
  - 11.5.11.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 11.5.11.3. Colombia Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
  - 11.5.11.4. Colombia Market Size and Forecast, By Deployment Model, 2019 - 2032 (US$ Million)
  - 11.5.11.5. Colombia Market Size and Forecast, By Service, 2019 - 2032 (US$ Million)
  - 11.5.11.6. Colombia Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
- 11.5.12. Rest of LATAM
  - 11.5.12.1. Overview
  - 11.5.12.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 11.5.12.3. Rest of LATAM Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
  - 11.5.12.4. Rest of LATAM Market Size and Forecast, By Deployment Model, 2019 - 2032 (US$ Million)
  - 11.5.12.5. Rest of LATAM Market Size and Forecast, By Service, 2019 - 2032 (US$ Million)
  - 11.5.12.6. Rest of LATAM Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
11.6. Middle East and Africa
- 11.6.1. Overview
- 11.6.2. Global Precision Farming Software Key Manufacturers in Middle East and Africa
- 11.6.3. Middle East and Africa Market Size and Forecast, By Country, 2019 - 2032 (US$ Million)
- 11.6.4. Middle East and Africa Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
- 11.6.5. Middle East and Africa Market Size and Forecast, By Deployment Model, 2019 - 2032 (US$ Million)
- 11.6.6. Middle East and Africa Market Size and Forecast, By Service, 2019 - 2032 (US$ Million)
- 11.6.7. Middle East and Africa Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
- 11.6.8. Saudi Arabia
  - 11.6.8.1. Overview
  - 11.6.8.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 11.6.8.3. Saudi Arabia Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
  - 11.6.8.4. Saudi Arabia Market Size and Forecast, By Deployment Model, 2019 - 2032 (US$ Million)
  - 11.6.8.5. Saudi Arabia Market Size and Forecast, By Service, 2019 - 2032 (US$ Million)
  - 11.6.8.6. Saudi Arabia Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
- 11.6.9. United Arab Emirates
  - 11.6.9.1. Overview
  - 11.6.9.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 11.6.9.3. United Arab Emirates Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
  - 11.6.9.4. United Arab Emirates Market Size and Forecast, By Deployment Model, 2019 - 2032 (US$ Million)
  - 11.6.9.5. United Arab Emirates Market Size and Forecast, By Service, 2019 - 2032 (US$ Million)
  - 11.6.9.6. United Arab Emirates Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
- 11.6.10. Israel
  - 11.6.10.1. Overview
  - 11.6.10.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 11.6.10.3. Israel Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
  - 11.6.10.4. Israel Market Size and Forecast, By Deployment Model, 2019 - 2032 (US$ Million)
  - 11.6.10.5. Israel Market Size and Forecast, By Service, 2019 - 2032 (US$ Million)
  - 11.6.10.6. Israel Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
- 11.6.11. Turkey
  - 11.6.11.1. Overview
  - 11.6.11.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 11.6.11.3. Turkey Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
  - 11.6.11.4. Turkey Market Size and Forecast, By Deployment Model, 2019 - 2032 (US$ Million)
  - 11.6.11.5. Turkey Market Size and Forecast, By Service, 2019 - 2032 (US$ Million)
  - 11.6.11.6. Turkey Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
- 11.6.12. Algeria
  - 11.6.12.1. Overview
  - 11.6.12.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 11.6.12.3. Algeria Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
  - 11.6.12.4. Algeria Market Size and Forecast, By Deployment Model, 2019 - 2032 (US$ Million)
  - 11.6.12.5. Algeria Market Size and Forecast, By Service, 2019 - 2032 (US$ Million)
  - 11.6.12.6. Algeria Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
- 11.6.13. Egypt
  - 11.6.13.1. Overview
  - 11.6.13.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 11.6.13.3. Egypt Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
  - 11.6.13.4. Egypt Market Size and Forecast, By Deployment Model, 2019 - 2032 (US$ Million)
  - 11.6.13.5. Egypt Market Size and Forecast, By Service, 2019 - 2032 (US$ Million)
  - 11.6.13.6. Egypt Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
- 11.6.14. Rest of MEA
  - 11.6.14.1. Overview
  - 11.6.14.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 11.6.14.3. Rest of MEA Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
  - 11.6.14.4. Rest of MEA Market Size and Forecast, By Deployment Model, 2019 - 2032 (US$ Million)
  - 11.6.14.5. Rest of MEA Market Size and Forecast, By Service, 2019 - 2032 (US$ Million)
  - 11.6.14.6. Rest of MEA Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)

12. Key Vendor Analysis- Global Precision Farming Software Industry

12.1. Competitive Dashboard
12.2. Company Profiles
- 12.2.1. AG Leader Technology
- 12.2.2. AgJunction, Inc.
- 12.2.3. CropMetrics LLC
- 12.2.4. Trimble, Inc.,
- 12.2.5. AGCO Corporation
- 12.2.6. Raven Industries Inc.
- 12.2.7. Deere and Company
- 12.2.8. Topcon Corporation
- 12.2.9. AgEagle Aerial Systems Inc. (Agribotix LLC)
- 12.2.10. DICKEY-john Corporation
- 12.2.11. Farmers Edge Inc.
- 12.2.12. Grownetics, Inc.
- 12.2.13. Proagrica (SST Development Group, Inc.)
- 12.2.14. The Climate Corporation

13. 360 Degree Analyst View

14. Appendix

14.1. Research Methodology
14.2. References
14.3. Abbreviations
14.4. Disclaimer
14.5. Contact Us