- Hardware,
- Software,
- Services
Precision Farming Market size was valued at USD 7.6 billion in 2022 and is expected to grow at a CAGR of 11.7% from 2023-2029. Precision farming market is surging owing to acquisitions and definitive agreements to strengthen their position in the market. For instance, in October 2017 - AGCO entered into an agreement with Lely group, to acquire its forage division. Lely’s industry leading competence in hay and forage technology is poised to strengthen AGCO’s full-line product offerings. The market report gives comprehensive outlook on precision farming across the globe with special emphasis on key regions such as North America, Europe, Asia Pacific, Latin America, and Middle East and Africa. The report gives historical, current, and future market sizes (US$ Mn) on the basis of product and services, application, sector, and region. This report studies market dynamics elaborately to identify the current trends & drivers, future opportunities and possible challenges to the key stakeholders operating in the market. In addition, the report includes human demographics; regulatory scenario, and competition analysis with vividly illustrated the competition dashboard to assess the market competition. Moreover, PBI analyzed the market to better equip clients with possible investment opportunities across the regions (regional Investment Hot-Spots) and market unmet needs (Product Opportunities). Key stakeholders of the market report include suppliers, manufacturers, marketers, policy makers, and service providers
Global Precision Farming Market Summary
Study Period
2023-29
Base Year
2022
CAGR
11.7%
Largest Market
North America
Fastest Growing Market
Europe
Precision Farming Market
owing to rising pressure on global food supply due to increase in growing global population and substantial cost cutting made possible by the precision farming coupled with the government support and initiatives for the adoption of modern agricultural technologies are the major factors driving the growth of the market. Moreover, increasing awareness concerning environmental impact is playing major role in the growth of the precision farming market. However, high initial investments in R&D and lack of technical knowledge among the farmers hinders the growth of the market. Based on Application, yield monitoring segment is expected to grow at highest CAGR over the forecast years owing to its important role in understanding the field variability and help growers maximize their production. This application provides farmers information regarding the soil properties, weather conditions, and fertilizers. Soil monitoring by Yield monitoring application plays a vital role to detect the soil parameters that are needed for the efficient yield production.
North-America Got Significant Share
Precision Farming Market
Americas accounted for larger revenue share in global precision farming market with significant CAGR owing to rising adoption of the precision farming technologies for boosting agricultural production. Moreover, investments by the government of Canada in Clean Seed Capital Group to enhance and commercialize the precision farming technology and to reduce the excess usage of fertilizers and pesticides. Europe and Asia Pacific markets are expected to show significant growth over the forecast periods.
Latin America
Europe
Asia Pacific
Middle East
North America
Key Features of the Reports
- _x000D_
- The report provides granular level information about the market size, regional market share, historic market (2018-2022), and forecast (2023-2029) _x000D_
- The report covers in-detail insights about the competitor’s overview, company share analysis, key market developments, and their key strategies. _x000D_
- The report outlines drivers, restraints, unmet needs, and trends that are currently affecting the market. _x000D_
- The report tracks recent innovations, key developments, and startups’ details that are actively working in the market. _x000D_
- The report provides a plethora of information about market entry strategies, regulatory frameworks, and reimbursement scenarios. _x000D_
- The report analyses the impact of the sociopolitical environment through PESTLE Analysis and competition through Porter’s Five Force Analysis in addition to recent technology advancements and innovations in the market. _x000D_
Global Precision Farming Market Segmentation
By Type
By Treatment Type
- Yield Monitoring
- Field Mapping Telematics
- Crop Scouting
- Weather Tracking & Forecasting
- Inventory Management
- Farm Labor Management
- Others
By End User
- Guidance Technology
- Remote Sensing Technology
- Variable-Rate Technology
Frequently Asked Questions
The precision farming market is projected to expand at a CAGR of 11.7% during the forecast period
- AgJunction, Inc. (U.S.), CropMetrics LLC (U.S.), Trimble, Inc. (U.S.), AGCO Corporation (U.S.)
North America is the fastest-growing region in the precision farming Market
| 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. By Component |
| 2.2.2. By Application |
| 2.2.3. By Technology |
| 2.2.4. By 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. Global Precision Farming Market Dynamic Factors - Impact Analysis |
| 3.6. Global Precision Farming Market – Competition Landscape |
| 4. Global Precision Farming Market Analysis, 2017 - 2021 and Forecast, 2022 - 2028 |
| 4.1. Market Analysis, 2017 - 2021 and Forecast, 2022 - 2028 (Revenue, USD Mn) |
| 4.2. Year-over-Year (Y-o-Y) Growth Analysis (%) |
| 4.3. Market Opportunity Analysis |
| 5. Global Precision Farming Market, By Component, 2017 - 2021 and Forecast, 2022 - 2028 (Revenue, USD Mn) |
| 5.1. Software |
| 5.1.1. Web-based |
| 5.1.1.1. Market Analysis, 2016-2020 and Forecast, 2021-2027 (Revenue, USD Mn) |
| 5.1.1.2. Year-over-Year (Y-o-Y) Growth Analysis (%) and Market Share Analysis (%) |
| 5.1.1.3. Market Opportunity Analysis |
| 5.1.2. Cloud-based |
| 5.1.2.1. Market Analysis, 2016-2020 and Forecast, 2021-2027 (Revenue, USD Mn) |
| 5.1.2.2. Year-over-Year (Y-o-Y) Growth Analysis (%) and Market Share Analysis (%) |
| 5.1.2.3. Market Opportunity Analysis |
| 5.2. Hardware |
| 5.2.1. Automation & Control Systems |
| 5.2.1.1. Market Analysis, 2016-2020 and Forecast, 2021-2027 (Revenue, USD Mn) |
| 5.2.1.2. Year-over-Year (Y-o-Y) Growth Analysis (%) and Market Share Analysis (%) |
| 5.2.1.3. Market Opportunity Analysis |
| 5.2.2. Sensing Devices |
| 5.2.2.1. Market Analysis, 2016-2020 and Forecast, 2021-2027 (Revenue, USD Mn) |
| 5.2.2.2. Year-over-Year (Y-o-Y) Growth Analysis (%) and Market Share Analysis (%) |
| 5.2.2.3. Market Opportunity Analysis |
| 5.2.3. Antennas & Access Points |
| 5.2.3.1. Market Analysis, 2016-2020 and Forecast, 2021-2027 (Revenue, USD Mn) |
| 5.2.3.2. Year-over-Year (Y-o-Y) Growth Analysis (%) and Market Share Analysis (%) |
| 5.2.3.3. Market Opportunity Analysis |
| 5.3. Services |
| 5.3.1. System Integration & Consulting |
| 5.3.1.1. Market Analysis, 2016-2020 and Forecast, 2021-2027 (Revenue, USD Mn) |
| 5.3.1.2. Year-over-Year (Y-o-Y) Growth Analysis (%) and Market Share Analysis (%) |
| 5.3.1.3. Market Opportunity Analysis |
| 5.3.2. Maintenance & Support |
| 5.3.2.1. Market Analysis, 2016-2020 and Forecast, 2021-2027 (Revenue, USD Mn) |
| 5.3.2.2. Year-over-Year (Y-o-Y) Growth Analysis (%) and Market Share Analysis (%) |
| 5.3.2.3. Market Opportunity Analysis |
| 5.3.3. Managed Services |
| 5.3.3.1. Market Analysis, 2016-2020 and Forecast, 2021-2027 (Revenue, USD Mn) |
| 5.3.3.2. Year-over-Year (Y-o-Y) Growth Analysis (%) and Market Share Analysis (%) |
| 5.3.3.3. Market Opportunity Analysis |
| 5.3.4. Others |
| 5.3.4.1. Market Analysis, 2016-2020 and Forecast, 2021-2027 (Revenue, USD Mn) |
| 5.3.4.2. Year-over-Year (Y-o-Y) Growth Analysis (%) and Market Share Analysis (%) |
| 5.3.4.3. Market Opportunity Analysis |
| 6. Global Precision Farming Market, By Application, 2017 - 2021 and Forecast, 2022 - 2028 (Revenue, USD Mn) |
| 6.1. Yield Monitoring |
| 6.1.1. Market Analysis, 2017-2021 and Forecast, 2022-2028 (Revenue, USD Mn) |
| 6.1.2. Year-over-Year (Y-o-Y) Growth Analysis (%) and Market Share Analysis (%) |
| 6.1.3. Market Opportunity Analysis |
| 6.2. Field Mapping Telematics |
| 6.2.1. Market Analysis, 2017-2021 and Forecast, 2022-2028 (Revenue, USD Mn) |
| 6.2.2. Year-over-Year (Y-o-Y) Growth Analysis (%) and Market Share Analysis (%) |
| 6.2.3. Market Opportunity Analysis |
| 6.3. Crop Scouting |
| 6.3.1. Market Analysis, 2017-2021 and Forecast, 2022-2028 (Revenue, USD Mn) |
| 6.3.2. Year-over-Year (Y-o-Y) Growth Analysis (%) and Market Share Analysis (%) |
| 6.3.3. Market Opportunity Analysis |
| 6.4. Weather Tracking & Forecasting |
| 6.4.1. Market Analysis, 2017-2021 and Forecast, 2022-2028 (Revenue, USD Mn) |
| 6.4.2. Year-over-Year (Y-o-Y) Growth Analysis (%) and Market Share Analysis (%) |
| 6.4.3. Market Opportunity Analysis |
| 6.5. Inventory Management |
| 6.5.1. Market Analysis, 2017-2021 and Forecast, 2022-2028 (Revenue, USD Mn) |
| 6.5.2. Year-over-Year (Y-o-Y) Growth Analysis (%) and Market Share Analysis (%) |
| 6.5.3. Market Opportunity Analysis |
| 6.6. Farm Labor Management |
| 6.6.1. Market Analysis, 2017-2021 and Forecast, 2022-2028 (Revenue, USD Mn) |
| 6.6.2. Year-over-Year (Y-o-Y) Growth Analysis (%) and Market Share Analysis (%) |
| 6.6.3. Market Opportunity Analysis |
| 6.7. Others |
| 6.7.1. Market Analysis, 2017-2021 and Forecast, 2022-2028 (Revenue, USD Mn) |
| 6.7.2. Year-over-Year (Y-o-Y) Growth Analysis (%) and Market Share Analysis (%) |
| 6.7.3. Market Opportunity Analysis |
| 7. Global Precision Farming Market Forecast, By Technology, 2017 - 2021 and Forecast, 2022 - 2028 (Revenue, USD Mn) |
| 7.1. Guidance Technology |
| 7.1.1. Market Analysis, 2017-2021 and Forecast, 2022-2028 (Revenue, USD Mn) |
| 7.1.2. Year-over-Year (Y-o-Y) Growth Analysis (%) and Market Share Analysis (%) |
| 7.1.3. Market Opportunity Analysis |
| 7.2. Remote Sensing Technology |
| 7.2.1. Market Analysis, 2017-2021 and Forecast, 2022-2028 (Revenue, USD Mn) |
| 7.2.2. Year-over-Year (Y-o-Y) Growth Analysis (%) and Market Share Analysis (%) |
| 7.2.3. Market Opportunity Analysis |
| 7.3. Variable-Rate Technology |
| 7.3.1. Market Analysis, 2017-2021 and Forecast, 2022-2028 (Revenue, USD Mn) |
| 7.3.2. Year-over-Year (Y-o-Y) Growth Analysis (%) and Market Share Analysis (%) |
| 7.3.3. Market Opportunity Analysis |
| 8. Global Precision Farming Market Forecast, By Region, 2017 - 2021 and Forecast, 2022 - 2028 (Revenue, USD Mn) |
| 8.1. North America |
| 8.1.1. Market Analysis, 2017 - 2021 and Forecast, 2022 - 2028 (Revenue, USD Mn) |
| 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, 2017 - 2021 and Forecast, 2022 - 2028 (Revenue, USD Mn) |
| 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 |
| 8.3.1. Market Analysis, 2017 - 2021 and Forecast, 2022 - 2028 (Revenue, USD Mn) |
| 8.3.2. Year-over-Year (Y-o-Y) Growth Analysis (%) and Market Share Analysis (%) |
| 8.3.3. Market Opportunity Analysis |
| 8.4. Latin America |
| 8.4.1. Market Analysis, 2017 - 2021 and Forecast, 2022 - 2028 (Revenue, USD Mn) |
| 8.4.2. Year-over-Year (Y-o-Y) Growth Analysis (%) and Market Share Analysis (%) |
| 8.4.3. Market Opportunity Analysis |
| 8.5. Middle East and Africa |
| 8.5.1. Market Analysis, 2017 - 2021 and Forecast, 2022 - 2028 (Revenue, USD Mn) |
| 8.5.2. Year-over-Year (Y-o-Y) Growth Analysis (%) and Market Share Analysis (%) |
| 8.5.3. Market Opportunity Analysis |
| 8.6. Global Precision Farming Market - Opportunity Analysis Index, By Component, By Application, By Technology and Region, 2022 - 2028 |
| 9. North America Precision Farming Market Analysis, 2017 - 2021 and Forecast, 2022 - 2028 (Revenue, USD Mn) |
| 9.1. Component Analysis 2017 - 2021 and Forecast 2022 - 2028 by Revenue (USD Mn), Y-o-Y Growth (%), and Market Share (%) |
| 9.1.1. Software |
| 9.1.1.1. Web-based |
| 9.1.1.2. Cloud-based |
| 9.1.2. Hardware |
| 9.1.2.1. Automation & Control Systems |
| 9.1.2.2. Sensing Devices |
| 9.1.2.3. Antennas & Access Points |
| 9.1.3. Services |
| 9.1.3.1. System Integration & Consulting |
| 9.1.3.2. Maintenance & Support |
| 9.1.3.3. Managed Services |
| 9.1.3.4. Assisted Professional Services |
| 9.2. Application Analysis 2017 - 2021 and Forecast 2022 - 2028 by Revenue (USD Mn), Y-o-Y Growth (%), and Market Share (%) |
| 9.2.1. Yield Monitoring |
| 9.2.2. Field Mapping Telematics |
| 9.2.3. Crop Scouting |
| 9.2.4. Weather Tracking & Forecasting |
| 9.2.5. Inventory Management |
| 9.2.6. Farm Labor Management |
| 9.2.7. Others |
| 9.3. Technology Analysis 2017 - 2021 and Forecast 2022 - 2028 by Revenue (USD Mn), Y-o-Y Growth (%), and Market Share (%) |
| 9.3.1. Guidance Technology |
| 9.3.2. Remote Sensing Technology |
| 9.3.3. Variable-Rate Technology |
| 9.4. Country Analysis 2017 - 2021 and Forecast 2022 - 2028 by Revenue (USD Mn) Y-o-Y Growth (%) and Market Share (%) |
| 9.4.1. USA |
| 9.4.2. Canada |
| 9.5. North America Precision Farming Market - Opportunity Analysis Index, By Component, By Application, By Technology and Country, 2022 - 2028 |
| 9.6. North America Precision Farming Market Dynamics – Trends |
| 10. Europe Precision Farming Market Analysis, 2017 - 2021 and Forecast, 2022 - 2028 (Revenue, USD Mn) |
| 10.1. Component Analysis 2017 - 2021 and Forecast 2022 - 2028 by Revenue (USD Mn), Y-o-Y Growth (%), and Market Share (%) |
| 10.1.1. Software |
| 10.1.1.1. Web-based |
| 10.1.1.2. Cloud-based |
| 10.1.2. Hardware |
| 10.1.2.1. Automation & Control Systems |
| 10.1.2.2. Sensing Devices |
| 10.1.2.3. Antennas & Access Points |
| 10.1.3. Services |
| 10.1.3.1. System Integration & Consulting |
| 10.1.3.2. Maintenance & Support |
| 10.1.3.3. Managed Services |
| 10.1.3.4. Assisted Professional Services |
| 10.2. Application Analysis 2017 - 2021 and Forecast 2022 - 2028 by Revenue (USD Mn), Y-o-Y Growth (%), and Market Share (%) |
| 10.2.1. Yield Monitoring |
| 10.2.2. Field Mapping Telematics |
| 10.2.3. Crop Scouting |
| 10.2.4. Weather Tracking & Forecasting |
| 10.2.5. Inventory Management |
| 10.2.6. Farm Labor Management |
| 10.2.7. Others |
| 10.3. Technology Analysis 2017 - 2021 and Forecast 2022 - 2028 by Revenue (USD Mn), Y-o-Y Growth (%), and Market Share (%) |
| 10.3.1. Guidance Technology |
| 10.3.2. Remote Sensing Technology |
| 10.3.3. Variable-Rate Technology |
| 10.4. Country Analysis 2017 - 2021 and Forecast 2022 - 2028 by Revenue (USD Mn) Y-o-Y Growth (%) and Market Share (%) |
| 10.4.1. Germany |
| 10.4.2. UK |
| 10.4.3. France |
| 10.4.4. Spain |
| 10.4.5. Italy |
| 10.4.6. Russia |
| 10.4.7. Rest of Europe |
| 10.5. Europe Precision Farming Market - Opportunity Analysis Index, By Component, By Application, By Technology and Country, 2022 - 2028 |
| 10.6. Europe Precision Farming Market Dynamics – Trends |
| 11. Asia-Pacific Precision Farming Market Analysis, 2017 - 2021 and Forecast, 2022 - 2028 (Revenue, USD Mn) |
| 11.1. Component Analysis 2017 - 2021 and Forecast 2022 - 2028 by Revenue (USD Mn), Y-o-Y Growth (%), and Market Share (%) |
| 11.1.1. Software |
| 11.1.1.1. Web-based |
| 11.1.1.2. Cloud-based |
| 11.1.2. Hardware |
| 11.1.2.1. Automation & Control Systems |
| 11.1.2.2. Sensing Devices |
| 11.1.2.3. Antennas & Access Points |
| 11.1.3. Services |
| 11.1.3.1. System Integration & Consulting |
| 11.1.3.2. Maintenance & Support |
| 11.1.3.3. Managed Services |
| 11.1.3.4. Assisted Professional Services |
| 11.2. Application Analysis 2017 - 2021 and Forecast 2022 - 2028 by Revenue (USD Mn), Y-o-Y Growth (%), and Market Share (%) |
| 11.2.1. Yield Monitoring |
| 11.2.2. Field Mapping Telematics |
| 11.2.3. Crop Scouting |
| 11.2.4. Weather Tracking & Forecasting |
| 11.2.5. Inventory Management |
| 11.2.6. Farm Labor Management |
| 11.2.7. Others |
| 11.3. Technology Analysis 2017 - 2021 and Forecast 2022 - 2028 by Revenue (USD Mn), Y-o-Y Growth (%), and Market Share (%) |
| 11.3.1. Guidance Technology |
| 11.3.2. Remote Sensing Technology |
| 11.3.3. Variable-Rate Technology |
| 11.4. Country Analysis 2017 - 2021 and Forecast 2022 - 2028 by Revenue (USD Mn) Y-o-Y Growth (%) and Market Share (%) |
| 11.4.1. China |
| 11.4.2. India |
| 11.4.3. Japan |
| 11.4.4. ASEAN |
| 11.4.5. Australia & New Zealand |
| 11.4.6. Rest of Asia-Pacific |
| 11.5. Asia-Pacific Precision Farming Market - Opportunity Analysis Index, By Component, By Application, By Technology and Country, 2022 - 2028 |
| 11.6. Asia-Pacific Precision Farming Market Dynamics – Trends |
| 12. Latin America Precision Farming Market Analysis, 2017 - 2021 and Forecast, 2022 - 2028 (Revenue, USD Mn) |
| 12.1. Component Analysis 2017 - 2021 and Forecast 2022 - 2028 by Revenue (USD Mn), Y-o-Y Growth (%), and Market Share (%) |
| 12.1.1. Software |
| 12.1.1.1. Web-based |
| 12.1.1.2. Cloud-based |
| 12.1.2. Hardware |
| 12.1.2.1. Automation & Control Systems |
| 12.1.2.2. Sensing Devices |
| 12.1.2.3. Antennas & Access Points |
| 12.1.3. Services |
| 12.1.3.1. System Integration & Consulting |
| 12.1.3.2. Maintenance & Support |
| 12.1.3.3. Managed Services |
| 12.1.3.4. Assisted Professional Services |
| 12.2. Application Analysis 2017 - 2021 and Forecast 2022 - 2028 by Revenue (USD Mn), Y-o-Y Growth (%), and Market Share (%) |
| 12.2.1. Yield Monitoring |
| 12.2.2. Field Mapping Telematics |
| 12.2.3. Crop Scouting |
| 12.2.4. Weather Tracking & Forecasting |
| 12.2.5. Inventory Management |
| 12.2.6. Farm Labor Management |
| 12.2.7. Others |
| 12.3. Technology Analysis 2017 - 2021 and Forecast 2022 - 2028 by Revenue (USD Mn), Y-o-Y Growth (%), and Market Share (%) |
| 12.3.1. Guidance Technology |
| 12.3.2. Remote Sensing Technology |
| 12.3.3. Variable-Rate Technology |
| 12.4. Country Analysis 2017 - 2021 and Forecast 2022 - 2028 by Revenue (USD Mn) Y-o-Y Growth (%) and Market Share (%) |
| 12.4.1. Brazil |
| 12.4.2. Mexico |
| 12.4.3. Argentina |
| 12.4.4. Rest of Latin America |
| 12.5. Latin America Precision Farming Market - Opportunity Analysis Index, By Component, By Application, By Technology and Country, 2022 - 2028 |
| 12.6. Latin America Precision Farming Market Dynamics – Trends |
| 13. Middle East and Africa Precision Farming Market Analysis, 2017 - 2021 and Forecast, 2022 - 2028 (Revenue, USD Mn) |
| 13.1. Component Analysis 2017 - 2021 and Forecast 2022 - 2028 by Revenue (USD Mn), Y-o-Y Growth (%), and Market Share (%) |
| 13.1.1. Software |
| 13.1.1.1. Web-based |
| 13.1.1.2. Cloud-based |
| 13.1.2. Hardware |
| 13.1.2.1. Automation & Control Systems |
| 13.1.2.2. Sensing Devices |
| 13.1.2.3. Antennas & Access Points |
| 13.1.3. Services |
| 13.1.3.1. System Integration & Consulting |
| 13.1.3.2. Maintenance & Support |
| 13.1.3.3. Managed Services |
| 13.1.3.4. Assisted Professional Services |
| 13.2. Application Analysis 2017 - 2021 and Forecast 2022 - 2028 by Revenue (USD Mn), Y-o-Y Growth (%), and Market Share (%) |
| 13.2.1. Yield Monitoring |
| 13.2.2. Field Mapping Telematics |
| 13.2.3. Crop Scouting |
| 13.2.4. Weather Tracking & Forecasting |
| 13.2.5. Inventory Management |
| 13.2.6. Farm Labor Management |
| 13.2.7. Others |
| 13.3. Technology Analysis 2017 - 2021 and Forecast 2022 - 2028 by Revenue (USD Mn), Y-o-Y Growth (%), and Market Share (%) |
| 13.3.1. Guidance Technology |
| 13.3.2. Remote Sensing Technology |
| 13.3.3. Variable-Rate Technology |
| 13.4. Country Analysis 2017 - 2021 and Forecast 2022 - 2028 by Revenue (USD Mn) Y-o-Y Growth (%) and Market Share (%) |
| 13.4.1. Gulf Cooperation Council (GCC) Countries |
| 13.4.2. Israel |
| 13.4.3. South Africa |
| 13.4.4. Rest of MEA |
| 13.5. MEA Precision Farming Market - Opportunity Analysis Index, By Component, By Application, By Technology and Country, 2022 - 2028 |
| 13.6. MEA Precision Farming Market Dynamics – Trends |
| 14. Competition Landscape |
| 14.1. Strategic Dashboard of Top Market Players |
| 14.2. Company Profiles (Introduction, Financial Analysis, Offerings, Key Developments, 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. Key Assumptions and Acronyms |
- Deere & Company
- CropMetrics LLC
- Trimble Navigation Limited
- CropX
- AgSmarts Inc
- AgSense, LLC
- AGCO Corporation
- DICKEY-john
- Monsanto Company
- Ag Leader Technology