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Precision Farming Software & Services Market Size, Share 2023
Software & services increasingly are used by agriculturists and farmers worldwide for the purpose of the precision farming. They prove immensely helpful to farmers in efficiently planning and maintaining databases, resulting in enhanced farming productivity. Adoption of latest technological solutions, such as the GPS/GNSS technology and other similar sensing technology, display devices, result in streamlining the working mechanism of farmers and agriculturists.
This report aims to provide a comprehensive presentation of the global market for Precision Farming Software & Services, with both quantitative and qualitative analysis, to help readers develop business/growth strategies, assess the market competitive situation, analyze their position in the current marketplace, and make informed business decisions regarding Precision Farming Software & Services. This report contains market size and forecasts of Precision Farming Software & Services in global, including the following market information:
Global Precision Farming Software & Services Market Revenue, 2018-2023, 2024-2029, ($ millions)
Global top five companies in 2022 (%)
The global Precision Farming Software & Services market was valued at US$ million in 2022 and is projected to reach US$ million by 2029, at a CAGR of % during the forecast period. The influence of COVID-19 and the Russia-Ukraine War were considered while estimating market sizes.
The U.S. Market is Estimated at $ Million in 2022, While China is to reach $ Million.
Cloud Based Segment to Reach $ Million by 2029, with a % CAGR in next six years.
The global key manufacturers of Precision Farming Software & Services include Deere & Company, Trimble Navigation, Ltd., Topcon Precision Agriculture, SST Development Group, Inc., Monsanto Company, Raven Industries, Inc., Dickey-John Corporation, Ag Leader Technology, AgJunction and CNH Industrial NV, etc. in 2022, the global top five players have a share approximately % in terms of revenue.
We surveyed the Precision Farming Software & Services companies, and industry experts on this industry, involving the revenue, demand, product type, recent developments and plans, industry trends, drivers, challenges, obstacles, and potential risks.
Total Market by Segment:
Global Precision Farming Software & Services Market, by Type, 2018-2023, 2024-2029 ($ millions)
Global Precision Farming Software & Services Market Segment Percentages, by Type, 2022 (%)
Cloud Based
On-premise
Global Precision Farming Software & Services Market, by Application, 2018-2023, 2024-2029 ($ millions)
Global Precision Farming Software & Services Market Segment Percentages, by Application, 2022 (%)
Yield Monitoring
Field Mapping
Crop Scouting
Weather Tracking & Forecasting
Global Precision Farming Software & Services Market, By Region and Country, 2018-2023, 2024-2029 ($ Millions)
Global Precision Farming Software & Services Market Segment Percentages, By Region and Country, 2022 (%)
North America
US
Canada
Mexico
Europe
Germany
France
U.K.
Italy
Russia
Nordic Countries
Benelux
Rest of Europe
Asia
China
Japan
South Korea
Southeast Asia
India
Rest of Asia
South America
Brazil
Argentina
Rest of South America
Middle East & Africa
Turkey
Israel
Saudi Arabia
UAE
Rest of Middle East & Africa
Competitor Analysis
The report also provides analysis of leading market participants including:
Key companies Precision Farming Software & Services revenues in global market, 2018-2023 (estimated), ($ millions)
Key companies Precision Farming Software & Services revenues share in global market, 2022 (%)
Further, the report presents profiles of competitors in the market, key players include:
Deere & Company
Trimble Navigation, Ltd.
Topcon Precision Agriculture
SST Development Group, Inc.
Monsanto Company, Raven Industries, Inc.
Dickey-John Corporation
Ag Leader Technology
AgJunction
CNH Industrial NV
Outline of Major Chapters:
Chapter 1: Introduces the definition of Precision Farming Software & Services, market overview.
Chapter 2: Global Precision Farming Software & Services market size in revenue.
Chapter 3: Detailed analysis of Precision Farming Software & Services company competitive landscape, revenue and market share, latest development plan, merger, and acquisition information, etc.
Chapter 4: Provides the analysis of various market segments by type, covering the market size and development potential of each market segment, to help readers find the blue ocean market in different market segments.
Chapter 5: Provides the analysis of various market segments by application, covering the market size and development potential of each market segment, to help readers find the blue ocean market in different downstream markets.
Chapter 6: Sales of Precision Farming Software & Services in regional level and country level. It provides a quantitative analysis of the market size and development potential of each region and its main countries and introduces the market development, future development prospects, market space of each country in the world.
Chapter 7: Provides profiles of key players, introducing the basic situation of the main companies in the market in detail, including product sales, revenue, price, gross margin, product introduction, recent development, etc.
Chapter 8: The main points and conclusions of the report.
Report Attributes |
Report Details |
Report Title |
Precision Farming Software & Services Market, Global Outlook and Forecast 2023-2029 |
Historical Year |
2018 to 2022 (Data from 2010 can be provided as per availability) |
Base Year |
2022 |
Forecast Year |
2030 |
Number of Pages |
65 Pages |
Customization Available |
Yes, the report can be customized as per your need. |
TABLE OF CONTENTS
1 Introduction to Research & Analysis Reports
1.1 Precision Farming Software & Services Market Definition
1.2 Market Segments
1.2.1 Market by Type
1.2.2 Market by Application
1.3 Global Precision Farming Software & Services Market Overview
1.4 Features & Benefits of This Report
1.5 Methodology & Sources of Information
1.5.1 Research Methodology
1.5.2 Research Process
1.5.3 Base Year
1.5.4 Report Assumptions & Caveats
2 Global Precision Farming Software & Services Overall Market Size
2.1 Global Precision Farming Software & Services Market Size: 2022 VS 2029
2.2 Global Precision Farming Software & Services Market Size, Prospects & Forecasts: 2018-2029
2.3 Key Market Trends, Opportunity, Drivers and Restraints
2.3.1 Market Opportunities & Trends
2.3.2 Market Drivers
2.3.3 Market Restraints
3 Company Landscape
3.1 Top Precision Farming Software & Services Players in Global Market
3.2 Top Global Precision Farming Software & Services Companies Ranked by Revenue
3.3 Global Precision Farming Software & Services Revenue by Companies
3.4 Top 3 and Top 5 Precision Farming Software & Services Companies in Global Market, by Revenue in 2022
3.5 Global Companies Precision Farming Software & Services Product Type
3.6 Tier 1, Tier 2 and Tier 3 Precision Farming Software & Services Players in Global Market
3.6.1 List of Global Tier 1 Precision Farming Software & Services Companies
3.6.2 List of Global Tier 2 and Tier 3 Precision Farming Software & Services Companies
4 Market Sights by Product
4.1 Overview
4.1.1 By Type - Global Precision Farming Software & Services Market Size Markets, 2022 & 2029
4.1.2 Cloud Based
4.1.3 On-premise
4.2 By Type - Global Precision Farming Software & Services Revenue & Forecasts
4.2.1 By Type - Global Precision Farming Software & Services Revenue, 2018-2023
4.2.2 By Type - Global Precision Farming Software & Services Revenue, 2024-2029
4.2.3 By Type - Global Precision Farming Software & Services Revenue Market Share, 2018-2029
5 Sights by Application
5.1 Overview
5.1.1 By Application - Global Precision Farming Software & Services Market Size, 2022 & 2029
5.1.2 Yield Monitoring
5.1.3 Field Mapping
5.1.4 Crop Scouting
5.1.5 Weather Tracking & Forecasting
5.2 By Application - Global Precision Farming Software & Services Revenue & Forecasts
5.2.1 By Application - Global Precision Farming Software & Services Revenue, 2018-2023
5.2.2 By Application - Global Precision Farming Software & Services Revenue, 2024-2029
5.2.3 By Application - Global Precision Farming Software & Services Revenue Market Share, 2018-2029
6 Sights by Region
6.1 By Region - Global Precision Farming Software & Services Market Size, 2022 & 2029
6.2 By Region - Global Precision Farming Software & Services Revenue & Forecasts
6.2.1 By Region - Global Precision Farming Software & Services Revenue, 2018-2023
6.2.2 By Region - Global Precision Farming Software & Services Revenue, 2024-2029
6.2.3 By Region - Global Precision Farming Software & Services Revenue Market Share, 2018-2029
6.3 North America
6.3.1 By Country - North America Precision Farming Software & Services Revenue, 2018-2029
6.3.2 US Precision Farming Software & Services Market Size, 2018-2029
6.3.3 Canada Precision Farming Software & Services Market Size, 2018-2029
6.3.4 Mexico Precision Farming Software & Services Market Size, 2018-2029
6.4 Europe
6.4.1 By Country - Europe Precision Farming Software & Services Revenue, 2018-2029
6.4.2 Germany Precision Farming Software & Services Market Size, 2018-2029
6.4.3 France Precision Farming Software & Services Market Size, 2018-2029
6.4.4 U.K. Precision Farming Software & Services Market Size, 2018-2029
6.4.5 Italy Precision Farming Software & Services Market Size, 2018-2029
6.4.6 Russia Precision Farming Software & Services Market Size, 2018-2029
6.4.7 Nordic Countries Precision Farming Software & Services Market Size, 2018-2029
6.4.8 Benelux Precision Farming Software & Services Market Size, 2018-2029
6.5 Asia
6.5.1 By Region - Asia Precision Farming Software & Services Revenue, 2018-2029
6.5.2 China Precision Farming Software & Services Market Size, 2018-2029
6.5.3 Japan Precision Farming Software & Services Market Size, 2018-2029
6.5.4 South Korea Precision Farming Software & Services Market Size, 2018-2029
6.5.5 Southeast Asia Precision Farming Software & Services Market Size, 2018-2029
6.5.6 India Precision Farming Software & Services Market Size, 2018-2029
6.6 South America
6.6.1 By Country - South America Precision Farming Software & Services Revenue, 2018-2029
6.6.2 Brazil Precision Farming Software & Services Market Size, 2018-2029
6.6.3 Argentina Precision Farming Software & Services Market Size, 2018-2029
6.7 Middle East & Africa
6.7.1 By Country - Middle East & Africa Precision Farming Software & Services Revenue, 2018-2029
6.7.2 Turkey Precision Farming Software & Services Market Size, 2018-2029
6.7.3 Israel Precision Farming Software & Services Market Size, 2018-2029
6.7.4 Saudi Arabia Precision Farming Software & Services Market Size, 2018-2029
6.7.5 UAE Precision Farming Software & Services Market Size, 2018-2029
7 Precision Farming Software & Services Companies Profiles
7.1 Deere & Company
7.1.1 Deere & Company Company Summary
7.1.2 Deere & Company Business Overview
7.1.3 Deere & Company Precision Farming Software & Services Major Product Offerings
7.1.4 Deere & Company Precision Farming Software & Services Revenue in Global Market (2018-2023)
7.1.5 Deere & Company Key News & Latest Developments
7.2 Trimble Navigation, Ltd.
7.2.1 Trimble Navigation, Ltd. Company Summary
7.2.2 Trimble Navigation, Ltd. Business Overview
7.2.3 Trimble Navigation, Ltd. Precision Farming Software & Services Major Product Offerings
7.2.4 Trimble Navigation, Ltd. Precision Farming Software & Services Revenue in Global Market (2018-2023)
7.2.5 Trimble Navigation, Ltd. Key News & Latest Developments
7.3 Topcon Precision Agriculture
7.3.1 Topcon Precision Agriculture Company Summary
7.3.2 Topcon Precision Agriculture Business Overview
7.3.3 Topcon Precision Agriculture Precision Farming Software & Services Major Product Offerings
7.3.4 Topcon Precision Agriculture Precision Farming Software & Services Revenue in Global Market (2018-2023)
7.3.5 Topcon Precision Agriculture Key News & Latest Developments
7.4 SST Development Group, Inc.
7.4.1 SST Development Group, Inc. Company Summary
7.4.2 SST Development Group, Inc. Business Overview
7.4.3 SST Development Group, Inc. Precision Farming Software & Services Major Product Offerings
7.4.4 SST Development Group, Inc. Precision Farming Software & Services Revenue in Global Market (2018-2023)
7.4.5 SST Development Group, Inc. Key News & Latest Developments
7.5 Monsanto Company, Raven Industries, Inc.
7.5.1 Monsanto Company, Raven Industries, Inc. Company Summary
7.5.2 Monsanto Company, Raven Industries, Inc. Business Overview
7.5.3 Monsanto Company, Raven Industries, Inc. Precision Farming Software & Services Major Product Offerings
7.5.4 Monsanto Company, Raven Industries, Inc. Precision Farming Software & Services Revenue in Global Market (2018-2023)
7.5.5 Monsanto Company, Raven Industries, Inc. Key News & Latest Developments
7.6 Dickey-John Corporation
7.6.1 Dickey-John Corporation Company Summary
7.6.2 Dickey-John Corporation Business Overview
7.6.3 Dickey-John Corporation Precision Farming Software & Services Major Product Offerings
7.6.4 Dickey-John Corporation Precision Farming Software & Services Revenue in Global Market (2018-2023)
7.6.5 Dickey-John Corporation Key News & Latest Developments
7.7 Ag Leader Technology
7.7.1 Ag Leader Technology Company Summary
7.7.2 Ag Leader Technology Business Overview
7.7.3 Ag Leader Technology Precision Farming Software & Services Major Product Offerings
7.7.4 Ag Leader Technology Precision Farming Software & Services Revenue in Global Market (2018-2023)
7.7.5 Ag Leader Technology Key News & Latest Developments
7.8 AgJunction
7.8.1 AgJunction Company Summary
7.8.2 AgJunction Business Overview
7.8.3 AgJunction Precision Farming Software & Services Major Product Offerings
7.8.4 AgJunction Precision Farming Software & Services Revenue in Global Market (2018-2023)
7.8.5 AgJunction Key News & Latest Developments
7.9 CNH Industrial NV
7.9.1 CNH Industrial NV Company Summary
7.9.2 CNH Industrial NV Business Overview
7.9.3 CNH Industrial NV Precision Farming Software & Services Major Product Offerings
7.9.4 CNH Industrial NV Precision Farming Software & Services Revenue in Global Market (2018-2023)
7.9.5 CNH Industrial NV Key News & Latest Developments
8 Conclusion
9 Appendix
9.1 Note
9.2 Examples of Clients
9.3 Disclaimer
LIST OF TABLES & FIGURES
List of Tables
Table 1. Precision Farming Software & Services Market Opportunities & Trends in Global Market
Table 2. Precision Farming Software & Services Market Drivers in Global Market
Table 3. Precision Farming Software & Services Market Restraints in Global Market
Table 4. Key Players of Precision Farming Software & Services in Global Market
Table 5. Top Precision Farming Software & Services Players in Global Market, Ranking by Revenue (2022)
Table 6. Global Precision Farming Software & Services Revenue by Companies, (US$, Mn), 2018-2023
Table 7. Global Precision Farming Software & Services Revenue Share by Companies, 2018-2023
Table 8. Global Companies Precision Farming Software & Services Product Type
Table 9. List of Global Tier 1 Precision Farming Software & Services Companies, Revenue (US$, Mn) in 2022 and Market Share
Table 10. List of Global Tier 2 and Tier 3 Precision Farming Software & Services Companies, Revenue (US$, Mn) in 2022 and Market Share
Table 11. By Type ? Global Precision Farming Software & Services Revenue, (US$, Mn), 2022 & 2029
Table 12. By Type - Precision Farming Software & Services Revenue in Global (US$, Mn), 2018-2023
Table 13. By Type - Precision Farming Software & Services Revenue in Global (US$, Mn), 2024-2029
Table 14. By Application ? Global Precision Farming Software & Services Revenue, (US$, Mn), 2022 & 2029
Table 15. By Application - Precision Farming Software & Services Revenue in Global (US$, Mn), 2018-2023
Table 16. By Application - Precision Farming Software & Services Revenue in Global (US$, Mn), 2024-2029
Table 17. By Region ? Global Precision Farming Software & Services Revenue, (US$, Mn), 2022 & 2029
Table 18. By Region - Global Precision Farming Software & Services Revenue (US$, Mn), 2018-2023
Table 19. By Region - Global Precision Farming Software & Services Revenue (US$, Mn), 2024-2029
Table 20. By Country - North America Precision Farming Software & Services Revenue, (US$, Mn), 2018-2023
Table 21. By Country - North America Precision Farming Software & Services Revenue, (US$, Mn), 2024-2029
Table 22. By Country - Europe Precision Farming Software & Services Revenue, (US$, Mn), 2018-2023
Table 23. By Country - Europe Precision Farming Software & Services Revenue, (US$, Mn), 2024-2029
Table 24. By Region - Asia Precision Farming Software & Services Revenue, (US$, Mn), 2018-2023
Table 25. By Region - Asia Precision Farming Software & Services Revenue, (US$, Mn), 2024-2029
Table 26. By Country - South America Precision Farming Software & Services Revenue, (US$, Mn), 2018-2023
Table 27. By Country - South America Precision Farming Software & Services Revenue, (US$, Mn), 2024-2029
Table 28. By Country - Middle East & Africa Precision Farming Software & Services Revenue, (US$, Mn), 2018-2023
Table 29. By Country - Middle East & Africa Precision Farming Software & Services Revenue, (US$, Mn), 2024-2029
Table 30. Deere & Company Company Summary
Table 31. Deere & Company Precision Farming Software & Services Product Offerings
Table 32. Deere & Company Precision Farming Software & Services Revenue (US$, Mn) & (2018-2023)
Table 33. Deere & Company Key News & Latest Developments
Table 34. Trimble Navigation, Ltd. Company Summary
Table 35. Trimble Navigation, Ltd. Precision Farming Software & Services Product Offerings
Table 36. Trimble Navigation, Ltd. Precision Farming Software & Services Revenue (US$, Mn) & (2018-2023)
Table 37. Trimble Navigation, Ltd. Key News & Latest Developments
Table 38. Topcon Precision Agriculture Company Summary
Table 39. Topcon Precision Agriculture Precision Farming Software & Services Product Offerings
Table 40. Topcon Precision Agriculture Precision Farming Software & Services Revenue (US$, Mn) & (2018-2023)
Table 41. Topcon Precision Agriculture Key News & Latest Developments
Table 42. SST Development Group, Inc. Company Summary
Table 43. SST Development Group, Inc. Precision Farming Software & Services Product Offerings
Table 44. SST Development Group, Inc. Precision Farming Software & Services Revenue (US$, Mn) & (2018-2023)
Table 45. SST Development Group, Inc. Key News & Latest Developments
Table 46. Monsanto Company, Raven Industries, Inc. Company Summary
Table 47. Monsanto Company, Raven Industries, Inc. Precision Farming Software & Services Product Offerings
Table 48. Monsanto Company, Raven Industries, Inc. Precision Farming Software & Services Revenue (US$, Mn) & (2018-2023)
Table 49. Monsanto Company, Raven Industries, Inc. Key News & Latest Developments
Table 50. Dickey-John Corporation Company Summary
Table 51. Dickey-John Corporation Precision Farming Software & Services Product Offerings
Table 52. Dickey-John Corporation Precision Farming Software & Services Revenue (US$, Mn) & (2018-2023)
Table 53. Dickey-John Corporation Key News & Latest Developments
Table 54. Ag Leader Technology Company Summary
Table 55. Ag Leader Technology Precision Farming Software & Services Product Offerings
Table 56. Ag Leader Technology Precision Farming Software & Services Revenue (US$, Mn) & (2018-2023)
Table 57. Ag Leader Technology Key News & Latest Developments
Table 58. AgJunction Company Summary
Table 59. AgJunction Precision Farming Software & Services Product Offerings
Table 60. AgJunction Precision Farming Software & Services Revenue (US$, Mn) & (2018-2023)
Table 61. AgJunction Key News & Latest Developments
Table 62. CNH Industrial NV Company Summary
Table 63. CNH Industrial NV Precision Farming Software & Services Product Offerings
Table 64. CNH Industrial NV Precision Farming Software & Services Revenue (US$, Mn) & (2018-2023)
Table 65. CNH Industrial NV Key News & Latest Developments
List of Figures
Figure 1. Precision Farming Software & Services Segment by Type in 2022
Figure 2. Precision Farming Software & Services Segment by Application in 2022
Figure 3. Global Precision Farming Software & Services Market Overview: 2022
Figure 4. Key Caveats
Figure 5. Global Precision Farming Software & Services Market Size: 2022 VS 2029 (US$, Mn)
Figure 6. Global Precision Farming Software & Services Revenue, 2018-2029 (US$, Mn)
Figure 7. The Top 3 and 5 Players Market Share by Precision Farming Software & Services Revenue in 2022
Figure 8. By Type - Global Precision Farming Software & Services Revenue Market Share, 2018-2029
Figure 9. By Application - Global Precision Farming Software & Services Revenue Market Share, 2018-2029
Figure 10. By Type - Global Precision Farming Software & Services Revenue, (US$, Mn), 2022 & 2029
Figure 11. By Type - Global Precision Farming Software & Services Revenue Market Share, 2018-2029
Figure 12. By Application - Global Precision Farming Software & Services Revenue, (US$, Mn), 2022 & 2029
Figure 13. By Application - Global Precision Farming Software & Services Revenue Market Share, 2018-2029
Figure 14. By Region - Global Precision Farming Software & Services Revenue Market Share, 2018-2029
Figure 15. By Country - North America Precision Farming Software & Services Revenue Market Share, 2018-2029
Figure 16. US Precision Farming Software & Services Revenue, (US$, Mn), 2018-2029
Figure 17. Canada Precision Farming Software & Services Revenue, (US$, Mn), 2018-2029
Figure 18. Mexico Precision Farming Software & Services Revenue, (US$, Mn), 2018-2029
Figure 19. By Country - Europe Precision Farming Software & Services Revenue Market Share, 2018-2029
Figure 20. Germany Precision Farming Software & Services Revenue, (US$, Mn), 2018-2029
Figure 21. France Precision Farming Software & Services Revenue, (US$, Mn), 2018-2029
Figure 22. U.K. Precision Farming Software & Services Revenue, (US$, Mn), 2018-2029
Figure 23. Italy Precision Farming Software & Services Revenue, (US$, Mn), 2018-2029
Figure 24. Russia Precision Farming Software & Services Revenue, (US$, Mn), 2018-2029
Figure 25. Nordic Countries Precision Farming Software & Services Revenue, (US$, Mn), 2018-2029
Figure 26. Benelux Precision Farming Software & Services Revenue, (US$, Mn), 2018-2029
Figure 27. By Region - Asia Precision Farming Software & Services Revenue Market Share, 2018-2029
Figure 28. China Precision Farming Software & Services Revenue, (US$, Mn), 2018-2029
Figure 29. Japan Precision Farming Software & Services Revenue, (US$, Mn), 2018-2029
Figure 30. South Korea Precision Farming Software & Services Revenue, (US$, Mn), 2018-2029
Figure 31. Southeast Asia Precision Farming Software & Services Revenue, (US$, Mn), 2018-2029
Figure 32. India Precision Farming Software & Services Revenue, (US$, Mn), 2018-2029
Figure 33. By Country - South America Precision Farming Software & Services Revenue Market Share, 2018-2029
Figure 34. Brazil Precision Farming Software & Services Revenue, (US$, Mn), 2018-2029
Figure 35. Argentina Precision Farming Software & Services Revenue, (US$, Mn), 2018-2029
Figure 36. By Country - Middle East & Africa Precision Farming Software & Services Revenue Market Share, 2018-2029
Figure 37. Turkey Precision Farming Software & Services Revenue, (US$, Mn), 2018-2029
Figure 38. Israel Precision Farming Software & Services Revenue, (US$, Mn), 2018-2029
Figure 39. Saudi Arabia Precision Farming Software & Services Revenue, (US$, Mn), 2018-2029
Figure 40. UAE Precision Farming Software & Services Revenue, (US$, Mn), 2018-2029
Figure 41. Deere & Company Precision Farming Software & Services Revenue Year Over Year Growth (US$, Mn) & (2018-2023)
Figure 42. Trimble Navigation, Ltd. Precision Farming Software & Services Revenue Year Over Year Growth (US$, Mn) & (2018-2023)
Figure 43. Topcon Precision Agriculture Precision Farming Software & Services Revenue Year Over Year Growth (US$, Mn) & (2018-2023)
Figure 44. SST Development Group, Inc. Precision Farming Software & Services Revenue Year Over Year Growth (US$, Mn) & (2018-2023)
Figure 45. Monsanto Company, Raven Industries, Inc. Precision Farming Software & Services Revenue Year Over Year Growth (US$, Mn) & (2018-2023)
Figure 46. Dickey-John Corporation Precision Farming Software & Services Revenue Year Over Year Growth (US$, Mn) & (2018-2023)
Figure 47. Ag Leader Technology Precision Farming Software & Services Revenue Year Over Year Growth (US$, Mn) & (2018-2023)
Figure 48. AgJunction Precision Farming Software & Services Revenue Year Over Year Growth (US$, Mn) & (2018-2023)
Figure 49. CNH Industrial NV Precision Farming Software & Services Revenue Year Over Year Growth (US$, Mn) & (2018-2023)