Farm Management Software Market Analysis North America, Europe, APAC, Middle East and Africa, South America - US, Canada, China, UK, Germany - Size and Forecast 2024-2028

Published: Feb 2024 Pages: 180 SKU: IRTNTR70059

Farm Management Software Market 2024-2028 :

The Farm Management Software Market size is forecast to increase by USD 2,128.21 million, at a CAGR of 11.29% between 2023 and 2028. The growth rate of the market depends on several factors, including the growing popularity of precision farming, the rising pressure of meeting food demand with limited resources, and the increase in data management requirements in farming.

The market growth and forecasting report includes key player's detailed analyses of the competitive landscape of the market and information about 0 market companies, including ,Agrivi d.o.o., Bayer AG, CNH Industrial NV, Cropin Technology Solutions Pvt. Ltd., Deere and Co., Fairfax Financial Holdings Ltd., GEA Group AG, International Business Machines Corp., Iteris Inc., Kubota Corp., Madison One Holdings LLC, Nofence AS, RELX Plc, SemiosBio Technologies Inc., Syngenta Crop Protection AG, Topcon Corp., Trimble Inc., TSI Inc., and Microsoft Corp. Additionally, Ag Leader Technology provides farm management software, including SMS software that transforms field data into intelligent management decisions by leveraging information collected throughout the entire agricultural process, from planting to harvest

What will be the Size of the Market During the Forecast Period?

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Market Overview

Market Growth Analysis Driver

One of the key factors driving the market growth is the rising pressure of meeting food demand with limited resources. As per the United Nations, the global population rose from 7.67 billion in 2019 to 8 billion in 2023. In addition, growing at the given rate, the global population is expected to be 8.25 billion by 2030.

Moreover, the growing population will lead to an increased demand for food, which will have to be supplied from constrained resources such as land and water in the coming years. In addition, the use of farm management software will help in better yield management. Furthermore, various mathematical models in farm management software are used for the prediction of the yield of a crop.  Therefore, the software helps in increasing yields, which will result in better food security for a growing population. Hence, such factors are driving the market growth during the forecast period.

Market Growth and Trends

A key factor shaping the market growth is the increasing role of big data in farm management. Big data collected from farms through sensors can be utilized to make improved farm management decisions and increase crop yields. In addition, the data can be analyzed to help improve crop and field patterns regarding soil nutrients, moisture content, recurring crop diseases and pests, and cyclical weather patterns such as temperature, rainfall, and snow.

Moreover, the data are collected through systems such as the global positioning system (GPS), soil sensors, drones, and satellites. In addition, global information systems (GIS) show the data collected through GPS in the mapped format to farmers to get a clearer picture of the farm's condition.  Furthermore, big data in agriculture has significantly improved crop yields and reduced waste precision, and agriculture technologies, such as GPS mapping and sensor networks, can increase by up to 30% crop yields. Hence, such factors are driving the market growth during the forecast period.

Market Restrain

Lack of awareness among farmers regarding farm management software are one of the key challenges hindering the market growth. Several farmers do not have the required skillsets to use farm management software, resulting in lower adoption.  In addition, as farmers have specific problems to solve on their farms, the standard features of farm management software may not gain farmers' attention.

Moreover, choosing the right farm management software is an arduous task, which may be difficult for farmers. Therefore, these farmers do not feel the need to educate themselves on the advantages of technology, which hinders the usage of various farm management software. Hence, such factors are negatively impacting the market. Therefore, it is expected to hinder the market growth during the forecast period.

Market Segmentation By Application

The precision farming segment is estimated to witness significant growth during the forecast period. The increasing adoption of precision farming tools in farms is resulting in a simultaneous rise in the demand for farm management software. In addition, yield monitoring is an aspect of precision farming, through which farmers are provided with adequate information to make appropriate decisions in the field. Furthermore, yield monitoring software helps farmers map and compare the variability of yield based on data collected through sensors and drones.

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The precision farming segment was the largest segment and was valued at USD 561.84 million in 2018. Moreover, mapping of fields for the variable application of irrigation and fertilizers is possible using this data. In addition, yield monitoring and field mapping help in identifying high- and low-performing parts of the field. Furthermore, key companies that offer yield monitoring software for farm management include Ag Leader Technology and Trimble Inc. In addition, farm management software also keeps track of crop scouting and provides measures to counter different related problems. Hence, such factors are fuelling the growth of this segment which in turn drives the market growth during the forecast period.

Market Segmentation By Deployment

The advantages of the cloud-based segment will increase the market growth. The cloud-based segment comprises the revenue generated from on-cloud software and associated services. In addition, there are two types of cloud-based software services available for precision farming, namely, software as a service (SaaS) and platform as a service (PaaS). Moreover, farmers can use on-cloud farm management software and access information from any device with an Internet connection without incurring high initial costs. Furthermore, they do not required to purchase and maintain their own server for running the software. Hence, such factors are fuelling the growth of this segment which in turn drives the market growth during the forecast period.

Regional Overview

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North America is estimated to contribute 32% to the growth of the global market during the forecast period. Technavio's analysts have provided extensive insight into the market forecast, detailing the regional trends and drivers influencing the market's trajectory throughout the forecast period. The US is prominent in the farm management software market in North America. In addition, being a pioneer of technology adoption in agriculture, it was one of the early adopters of precision farming. Moreover, the US has always been at the forefront of technological adoption in the agriculture industry. In addition, the wide variety of farm management software offered by companies headquartered in the US shows the demand for farm management software in the country. Furthermore, major companies such as AGCO Corp., Ag Leader Technology, Deere and Co., and Trimble Inc. provide farm management software with new features, including big data analytics and precision farming integration. Hence, such factors are driving the market growth in North America during the forecast period.

Market Customer Landscape

The market forecasting report includes the adoption lifecycle of the market research and growth, covering from the innovator’s stage to the laggard’s stage. It focuses on adoption rates in different regions based on penetration. Furthermore, the report also includes key purchase criteria and drivers of price sensitivity to help companies evaluate and develop their market growth and trends strategies.

Global Market Customer Landscape

Farm Management Software Market Players

Companies are implementing various strategies, such as strategic alliances, partnerships, mergers and acquisitions, geographical expansion, and product/service launches, to enhance their presence in the market.

AGCO Corp: The company offers farm management software such as Fuse which empowers farmers to make their individually best business decisions to maximize yields and profitability.

Market analysis and report of qualitative and quantitative analysis of companies has been conducted to help clients understand the wider business environment as well as the strengths and weaknesses of key market players. Data is qualitatively analyzed to categorize companies as pure play, category-focused, industry-focused, and diversified; it is quantitatively analyzed to categorize companies as dominant, leading, strong, tentative, and weak.

Segment Overview

The market research report forecasts market growth by revenue at global, regional & country levels and provides an analysis of the latest trends and growth opportunities from 2018 to 2028.

  • Application Outlook
    • Precision farming
    • Precision livestock
    • Precision aquaculture
    • Others
  • Deployment Outlook
    • Cloud-based
    • Web-based
  • Region Outlook
    • North America
      • The U.S.
      • Canada
    • Europe
      • U.K.
      • Germany
      • France
      • Rest of Europe
    • APAC
      • China
      • India
    • South America
      • Chile
      • Argentina
      • Brazil
    • Middle East & Africa
      • Saudi Arabia
      • South Africa
      • Rest of the Middle East & Africa

Market Analyst Overview

The market is experiencing significant growth due to the increasing adoption of advanced technologies in agricultural activities. Real-time data and machine learning contribute to informed decision-making, while livestock monitoring and smart greenhouse technologies enhance overall efficiency. Vertical farming and indoor farming address challenges posed by rapid urbanization, rising population, water shortage, and climate change. Despite challenges such as labor shortages and economic recessions, the market sees substantial investments, especially in precision farming-related technologies. The dynamics of the farm software market extend to various segments, including dairy farms, precision livestock farming, poultry farms, and swine farms. These technologies cover aspects like crop health, growth monitoring, harvest timing, agricultural supply chain optimization, delivery truck routes, farm offices, fertilizer requirements, soil mapping, and animal health management.

Farm Management Software Market Scope

Report Coverage

Details

Page number

180

Base year

2023

Historic period

2018-2022

Forecast period

2024-2028

Growth momentum & CAGR

Accelerate at a CAGR of 11.29%

Market Growth 2024-2028

USD 2,128.21 million

Market structure

Fragmented

YoY growth 2023-2024(%)

10.49

Regional analysis

North America, Europe, APAC, Middle East and Africa, and South America

Performing market contribution

North America at 32%

Key countries

US, Canada, China, UK, and Germany

Competitive landscape

 Leading Companies, Market Positioning of Companies, Competitive Strategies, and Industry Risks

Key companies profiled

Ag Leader Technology, AGCO Corp., Agrivi d.o.o., Bayer AG, CNH Industrial NV, Cropin Technology Solutions Pvt. Ltd., Deere and Co., Fairfax Financial Holdings Ltd., GEA Group AG, International Business Machines Corp., Iteris Inc., Kubota Corp., Madison One Holdings LLC, Nofence AS, RELX Plc, SemiosBio Technologies Inc., Syngenta Crop Protection AG, Topcon Corp., Trimble Inc., TSI Inc., and Microsoft Corp.

Market dynamics

Parent market analysis, Market growth inducers and obstacles, Fast-growing and slow-growing segment analysis, COVID-19 impact and recovery analysis and future consumer dynamics, and Market condition analysis for the forecast period.

Customization purview

If our report has not included the data that you are looking for, you can reach out to our analysts and get segments customized.

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What are the Key Data Covered in this Farm Management Software Market Research Report?

  • CAGR of the market report forecast during the forecast period
  • Detailed information on factors that will drive the growth of the market  between 2023 and 2028
  • Precise estimation of the market size and its contribution to the market in focus on the parent market
  • Accurate predictions about upcoming market trends and analysis and changes in consumer behavior
  • Growth of the market across North America, Europe, APAC, Middle East and Africa, and South America
  • Thorough market analysis and report of the market’s competitive landscape and detailed information about companies
  • Comprehensive analysis of factors that will challenge the growth of Industry companies

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1 Executive Summary

  • 1.1 Market overview
    • Exhibit 01: Executive Summary – Chart on Market Overview
    • Exhibit 02: Executive Summary – Data Table on Market Overview
    • Exhibit 03: Executive Summary – Chart on Global Market Characteristics
    • Exhibit 04: Executive Summary – Chart on Market by Geography
    • Exhibit 05: Executive Summary – Chart on Market Segmentation by Application
    • Exhibit 06: Executive Summary – Chart on Market Segmentation by Deployment
    • Exhibit 07: Executive Summary – Chart on Incremental Growth
    • Exhibit 08: Executive Summary – Data Table on Incremental Growth
    • Exhibit 09: Executive Summary – Chart on Vendor Market Positioning

2 Market Landscape

  • 2.1 Market ecosystem
    • Exhibit 10: Parent market
    • Exhibit 11: Market Characteristics

3 Market Sizing

  • 3.1 Market definition
    • Exhibit 12: Offerings of vendors included in the market definition
  • 3.2 Market segment analysis
    • Exhibit 13: Market segments
  • 3.3 Market size 2023
    • 3.4 Market outlook: Forecast for 2023-2028
      • Exhibit 14: Chart on Global - Market size and forecast 2023-2028 ($ million)
      • Exhibit 15: Data Table on Global - Market size and forecast 2023-2028 ($ million)
      • Exhibit 16: Chart on Global Market: Year-over-year growth 2023-2028 (%)
      • Exhibit 17: Data Table on Global Market: Year-over-year growth 2023-2028 (%)

    4 Historic Market Size

    • 4.1 Global farm management software market 2018 - 2022
      • Exhibit 18: Historic Market Size – Data Table on global farm management software market 2018 - 2022 ($ million)
    • 4.2 Application Segment Analysis 2018 - 2022
      • Exhibit 19: Historic Market Size – Application Segment 2018 - 2022 ($ million)
    • 4.3 Deployment Segment Analysis 2018 - 2022
      • Exhibit 20: Historic Market Size – Deployment Segment 2018 - 2022 ($ million)
    • 4.4 Geography Segment Analysis 2018 - 2022
      • Exhibit 21: Historic Market Size – Geography Segment 2018 - 2022 ($ million)
    • 4.5 Country Segment Analysis 2018 - 2022
      • Exhibit 22: Historic Market Size – Country Segment 2018 - 2022 ($ million)

    5 Five Forces Analysis

    • 5.1 Five forces summary
      • Exhibit 23: Five forces analysis - Comparison between 2023 and 2028
    • 5.2 Bargaining power of buyers
      • Exhibit 24: Chart on Bargaining power of buyers – Impact of key factors 2023 and 2028
    • 5.3 Bargaining power of suppliers
      • Exhibit 25: Bargaining power of suppliers – Impact of key factors in 2023 and 2028
    • 5.4 Threat of new entrants
      • Exhibit 26: Threat of new entrants – Impact of key factors in 2023 and 2028
    • 5.5 Threat of substitutes
      • Exhibit 27: Threat of substitutes – Impact of key factors in 2023 and 2028
    • 5.6 Threat of rivalry
      • Exhibit 28: Threat of rivalry – Impact of key factors in 2023 and 2028
    • 5.7 Market condition
      • Exhibit 29: Chart on Market condition - Five forces 2023 and 2028

    6 Market Segmentation by Application

    • 6.1 Market segments
      • Exhibit 30: Chart on Application - Market share 2023-2028 (%)
      • Exhibit 31: Data Table on Application - Market share 2023-2028 (%)
    • 6.2 Comparison by Application
      • Exhibit 32: Chart on Comparison by Application
      • Exhibit 33: Data Table on Comparison by Application
    • 6.3 Precision farming - Market size and forecast 2023-2028
      • Exhibit 34: Chart on Precision farming - Market size and forecast 2023-2028 ($ million)
      • Exhibit 35: Data Table on Precision farming - Market size and forecast 2023-2028 ($ million)
      • Exhibit 36: Chart on Precision farming - Year-over-year growth 2023-2028 (%)
      • Exhibit 37: Data Table on Precision farming - Year-over-year growth 2023-2028 (%)
    • 6.4 Precision livestock - Market size and forecast 2023-2028
      • Exhibit 38: Chart on Precision livestock - Market size and forecast 2023-2028 ($ million)
      • Exhibit 39: Data Table on Precision livestock - Market size and forecast 2023-2028 ($ million)
      • Exhibit 40: Chart on Precision livestock - Year-over-year growth 2023-2028 (%)
      • Exhibit 41: Data Table on Precision livestock - Year-over-year growth 2023-2028 (%)
    • 6.5 Precision aquaculture - Market size and forecast 2023-2028
      • Exhibit 42: Chart on Precision aquaculture - Market size and forecast 2023-2028 ($ million)
      • Exhibit 43: Data Table on Precision aquaculture - Market size and forecast 2023-2028 ($ million)
      • Exhibit 44: Chart on Precision aquaculture - Year-over-year growth 2023-2028 (%)
      • Exhibit 45: Data Table on Precision aquaculture - Year-over-year growth 2023-2028 (%)
    • 6.6 Others - Market size and forecast 2023-2028
      • Exhibit 46: Chart on Others - Market size and forecast 2023-2028 ($ million)
      • Exhibit 47: Data Table on Others - Market size and forecast 2023-2028 ($ million)
      • Exhibit 48: Chart on Others - Year-over-year growth 2023-2028 (%)
      • Exhibit 49: Data Table on Others - Year-over-year growth 2023-2028 (%)
    • 6.7 Market opportunity by Application
      • Exhibit 50: Market opportunity by Application ($ million)
      • Exhibit 51: Data Table on Market opportunity by Application ($ million)

    7 Market Segmentation by Deployment

    • 7.1 Market segments
      • Exhibit 52: Chart on Deployment - Market share 2023-2028 (%)
      • Exhibit 53: Data Table on Deployment - Market share 2023-2028 (%)
    • 7.2 Comparison by Deployment
      • Exhibit 54: Chart on Comparison by Deployment
      • Exhibit 55: Data Table on Comparison by Deployment
    • 7.3 Cloud-based - Market size and forecast 2023-2028
      • Exhibit 56: Chart on Cloud-based - Market size and forecast 2023-2028 ($ million)
      • Exhibit 57: Data Table on Cloud-based - Market size and forecast 2023-2028 ($ million)
      • Exhibit 58: Chart on Cloud-based - Year-over-year growth 2023-2028 (%)
      • Exhibit 59: Data Table on Cloud-based - Year-over-year growth 2023-2028 (%)
    • 7.4 Web-based - Market size and forecast 2023-2028
      • Exhibit 60: Chart on Web-based - Market size and forecast 2023-2028 ($ million)
      • Exhibit 61: Data Table on Web-based - Market size and forecast 2023-2028 ($ million)
      • Exhibit 62: Chart on Web-based - Year-over-year growth 2023-2028 (%)
      • Exhibit 63: Data Table on Web-based - Year-over-year growth 2023-2028 (%)
    • 7.5 Market opportunity by Deployment
      • Exhibit 64: Market opportunity by Deployment ($ million)
      • Exhibit 65: Data Table on Market opportunity by Deployment ($ million)

    8 Customer Landscape

    • 8.1 Customer landscape overview
      • Exhibit 66: Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria

    9 Geographic Landscape

    • 9.1 Geographic segmentation
      • Exhibit 67: Chart on Market share by geography 2023-2028 (%)
      • Exhibit 68: Data Table on Market share by geography 2023-2028 (%)
    • 9.2 Geographic comparison
      • Exhibit 69: Chart on Geographic comparison
      • Exhibit 70: Data Table on Geographic comparison
    • 9.3 North America - Market size and forecast 2023-2028
      • Exhibit 71: Chart on North America - Market size and forecast 2023-2028 ($ million)
      • Exhibit 72: Data Table on North America - Market size and forecast 2023-2028 ($ million)
      • Exhibit 73: Chart on North America - Year-over-year growth 2023-2028 (%)
      • Exhibit 74: Data Table on North America - Year-over-year growth 2023-2028 (%)
    • 9.4 Europe - Market size and forecast 2023-2028
      • Exhibit 75: Chart on Europe - Market size and forecast 2023-2028 ($ million)
      • Exhibit 76: Data Table on Europe - Market size and forecast 2023-2028 ($ million)
      • Exhibit 77: Chart on Europe - Year-over-year growth 2023-2028 (%)
      • Exhibit 78: Data Table on Europe - Year-over-year growth 2023-2028 (%)
    • 9.5 APAC - Market size and forecast 2023-2028
      • Exhibit 79: Chart on APAC - Market size and forecast 2023-2028 ($ million)
      • Exhibit 80: Data Table on APAC - Market size and forecast 2023-2028 ($ million)
      • Exhibit 81: Chart on APAC - Year-over-year growth 2023-2028 (%)
      • Exhibit 82: Data Table on APAC - Year-over-year growth 2023-2028 (%)
    • 9.6 Middle East and Africa - Market size and forecast 2023-2028
      • Exhibit 83: Chart on Middle East and Africa - Market size and forecast 2023-2028 ($ million)
      • Exhibit 84: Data Table on Middle East and Africa - Market size and forecast 2023-2028 ($ million)
      • Exhibit 85: Chart on Middle East and Africa - Year-over-year growth 2023-2028 (%)
      • Exhibit 86: Data Table on Middle East and Africa - Year-over-year growth 2023-2028 (%)
    • 9.7 South America - Market size and forecast 2023-2028
      • Exhibit 87: Chart on South America - Market size and forecast 2023-2028 ($ million)
      • Exhibit 88: Data Table on South America - Market size and forecast 2023-2028 ($ million)
      • Exhibit 89: Chart on South America - Year-over-year growth 2023-2028 (%)
      • Exhibit 90: Data Table on South America - Year-over-year growth 2023-2028 (%)
    • 9.8 US - Market size and forecast 2023-2028
      • Exhibit 91: Chart on US - Market size and forecast 2023-2028 ($ million)
      • Exhibit 92: Data Table on US - Market size and forecast 2023-2028 ($ million)
      • Exhibit 93: Chart on US - Year-over-year growth 2023-2028 (%)
      • Exhibit 94: Data Table on US - Year-over-year growth 2023-2028 (%)
    • 9.9 UK - Market size and forecast 2023-2028
      • Exhibit 95: Chart on UK - Market size and forecast 2023-2028 ($ million)
      • Exhibit 96: Data Table on UK - Market size and forecast 2023-2028 ($ million)
      • Exhibit 97: Chart on UK - Year-over-year growth 2023-2028 (%)
      • Exhibit 98: Data Table on UK - Year-over-year growth 2023-2028 (%)
    • 9.10 Germany - Market size and forecast 2023-2028
      • Exhibit 99: Chart on Germany - Market size and forecast 2023-2028 ($ million)
      • Exhibit 100: Data Table on Germany - Market size and forecast 2023-2028 ($ million)
      • Exhibit 101: Chart on Germany - Year-over-year growth 2023-2028 (%)
      • Exhibit 102: Data Table on Germany - Year-over-year growth 2023-2028 (%)
    • 9.11 China - Market size and forecast 2023-2028
      • Exhibit 103: Chart on China - Market size and forecast 2023-2028 ($ million)
      • Exhibit 104: Data Table on China - Market size and forecast 2023-2028 ($ million)
      • Exhibit 105: Chart on China - Year-over-year growth 2023-2028 (%)
      • Exhibit 106: Data Table on China - Year-over-year growth 2023-2028 (%)
    • 9.12 Canada - Market size and forecast 2023-2028
      • Exhibit 107: Chart on Canada - Market size and forecast 2023-2028 ($ million)
      • Exhibit 108: Data Table on Canada - Market size and forecast 2023-2028 ($ million)
      • Exhibit 109: Chart on Canada - Year-over-year growth 2023-2028 (%)
      • Exhibit 110: Data Table on Canada - Year-over-year growth 2023-2028 (%)
    • 9.13 Market opportunity by geography
      • Exhibit 111: Market opportunity by geography ($ million)
      • Exhibit 112: Data Tables on Market opportunity by geography ($ million)

    10 Drivers, Challenges, and Trends

    • 10.1 Market drivers
      • 10.2 Market challenges
        • 10.3 Impact of drivers and challenges
          • Exhibit 113: Impact of drivers and challenges in 2023 and 2028
        • 10.4 Market trends

          11 Vendor Landscape

          • 11.1 Overview
            • 11.2 Vendor landscape
              • Exhibit 114: Overview on Criticality of inputs and Factors of differentiation
            • 11.3 Landscape disruption
              • Exhibit 115: Overview on factors of disruption
            • 11.4 Industry risks
              • Exhibit 116: Impact of key risks on business

            12 Vendor Analysis

            • 12.1 Vendors covered
              • Exhibit 117: Vendors covered
            • 12.2 Market positioning of vendors
              • Exhibit 118: Matrix on vendor position and classification
            • 12.3 Ag Leader Technology
              • Exhibit 119: Ag Leader Technology - Overview
              • Exhibit 120: Ag Leader Technology - Product / Service
              • Exhibit 121: Ag Leader Technology - Key offerings
            • 12.4 AGCO Corp.
              • Exhibit 122: AGCO Corp. - Overview
              • Exhibit 123: AGCO Corp. - Business segments
              • Exhibit 124: AGCO Corp. - Key news
              • Exhibit 125: AGCO Corp. - Key offerings
              • Exhibit 126: AGCO Corp. - Segment focus
            • 12.5 Agrivi d.o.o.
              • Exhibit 127: Agrivi d.o.o. - Overview
              • Exhibit 128: Agrivi d.o.o. - Product / Service
              • Exhibit 129: Agrivi d.o.o. - Key offerings
            • 12.6 Bayer AG
              • Exhibit 130: Bayer AG - Overview
              • Exhibit 131: Bayer AG - Business segments
              • Exhibit 132: Bayer AG - Key news
              • Exhibit 133: Bayer AG - Key offerings
              • Exhibit 134: Bayer AG - Segment focus
            • 12.7 CNH Industrial NV
              • Exhibit 135: CNH Industrial NV - Overview
              • Exhibit 136: CNH Industrial NV - Business segments
              • Exhibit 137: CNH Industrial NV - Key news
              • Exhibit 138: CNH Industrial NV - Key offerings
              • Exhibit 139: CNH Industrial NV - Segment focus
            • 12.8 Cropin Technology Solutions Pvt. Ltd.
              • Exhibit 140: Cropin Technology Solutions Pvt. Ltd. - Overview
              • Exhibit 141: Cropin Technology Solutions Pvt. Ltd. - Product / Service
              • Exhibit 142: Cropin Technology Solutions Pvt. Ltd. - Key offerings
            • 12.9 Deere and Co.
              • Exhibit 143: Deere and Co. - Overview
              • Exhibit 144: Deere and Co. - Business segments
              • Exhibit 145: Deere and Co. - Key news
              • Exhibit 146: Deere and Co. - Key offerings
              • Exhibit 147: Deere and Co. - Segment focus
            • 12.10 Fairfax Financial Holdings Ltd.
              • Exhibit 148: Fairfax Financial Holdings Ltd. - Overview
              • Exhibit 149: Fairfax Financial Holdings Ltd. - Business segments
              • Exhibit 150: Fairfax Financial Holdings Ltd. - Key offerings
              • Exhibit 151: Fairfax Financial Holdings Ltd. - Segment focus
            • 12.11 International Business Machines Corp.
              • Exhibit 152: International Business Machines Corp. - Overview
              • Exhibit 153: International Business Machines Corp. - Business segments
              • Exhibit 154: International Business Machines Corp. - Key news
              • Exhibit 155: International Business Machines Corp. - Key offerings
              • Exhibit 156: International Business Machines Corp. - Segment focus
            • 12.12 Kubota Corp.
              • Exhibit 157: Kubota Corp. - Overview
              • Exhibit 158: Kubota Corp. - Business segments
              • Exhibit 159: Kubota Corp. - Key news
              • Exhibit 160: Kubota Corp. - Key offerings
              • Exhibit 161: Kubota Corp. - Segment focus
            • 12.13 RELX Plc
              • Exhibit 162: RELX Plc - Overview
              • Exhibit 163: RELX Plc - Business segments
              • Exhibit 164: RELX Plc - Key offerings
              • Exhibit 165: RELX Plc - Segment focus
            • 12.14 SemiosBio Technologies Inc.
              • Exhibit 166: SemiosBio Technologies Inc. - Overview
              • Exhibit 167: SemiosBio Technologies Inc. - Product / Service
              • Exhibit 168: SemiosBio Technologies Inc. - Key offerings
            • 12.15 Syngenta Crop Protection AG
              • Exhibit 169: Syngenta Crop Protection AG - Overview
              • Exhibit 170: Syngenta Crop Protection AG - Product / Service
              • Exhibit 171: Syngenta Crop Protection AG - Key offerings
            • 12.16 Topcon Corp.
              • Exhibit 172: Topcon Corp. - Overview
              • Exhibit 173: Topcon Corp. - Business segments
              • Exhibit 174: Topcon Corp. - Key news
              • Exhibit 175: Topcon Corp. - Key offerings
              • Exhibit 176: Topcon Corp. - Segment focus
            • 12.17 Trimble Inc.
              • Exhibit 177: Trimble Inc. - Overview
              • Exhibit 178: Trimble Inc. - Business segments
              • Exhibit 179: Trimble Inc. - Key offerings
              • Exhibit 180: Trimble Inc. - Segment focus

            13 Appendix

            • 13.1 Scope of the report
              • 13.2 Inclusions and exclusions checklist
                • Exhibit 181: Inclusions checklist
                • Exhibit 182: Exclusions checklist
              • 13.3 Currency conversion rates for US$
                • Exhibit 183: Currency conversion rates for US$
              • 13.4 Research methodology
                • Exhibit 184: Research methodology
                • Exhibit 185: Validation techniques employed for market sizing
                • Exhibit 186: Information sources
              • 13.5 List of abbreviations
                • Exhibit 187: List of abbreviations

              Research Framework

              Technavio presents a detailed picture of the market by way of study, synthesis, and summation of data from multiple sources. The analysts have presented the various facets of the market with a particular focus on identifying the key industry influencers. The data thus presented is comprehensive, reliable, and the result of extensive research, both primary and secondary.

              INFORMATION SOURCES

              Primary sources

              • Manufacturers and suppliers
              • Channel partners
              • Industry experts
              • Strategic decision makers

              Secondary sources

              • Industry journals and periodicals
              • Government data
              • Financial reports of key industry players
              • Historical data
              • Press releases

              DATA ANALYSIS

              Data Synthesis

              • Collation of data
              • Estimation of key figures
              • Analysis of derived insights

              Data Validation

              • Triangulation with data models
              • Reference against proprietary databases
              • Corroboration with industry experts

              REPORT WRITING

              Qualitative

              • Market drivers
              • Market challenges
              • Market trends
              • Five forces analysis

              Quantitative

              • Market size and forecast
              • Market segmentation
              • Geographical insights
              • Competitive landscape

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              Key Questions Answered

              • What are the key global market and the regional market share?
              • What are the revenue-generating key market segments?
              • What are the key factors driving and challenging this market’s growth?
              • Who are the key market vendors and their growth strategies?
              • What are the latest trends influencing the growth of this market?
              • What are the variables influencing the market growth in the primary regions?
              • What are the factors influencing the growth of the parent market?

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