Crowd Analytics Market Analysis North America, Europe, APAC, South America, Middle East and Africa - US, Canada, China, UK, Germany - Size and Forecast 2023-2027

Published: Oct 2023 Pages: 153 SKU: IRTNTR75130

The crowd analytics market size is estimated to grow at a CAGR of 22.73% between 2022 and 2027. The crowd analytics market size is forecast to increase by USD 2,265.41 million. The growth of the market depends on several factors, including a rising number of airline and train passengers, an increasing need for Business Intelligence (BI) solutions, and growing Information and Communications Technology (ICT) expenditure by developed and developing nations.

This crowd analytics market report extensively covers market segmentation by deployment (cloud and on-premise), end-user (transportation, retail, and healthcare and others), and geography (North America, Europe, APAC, South America, and Middle East and Africa). It also includes an in-depth analysis of drivers, trends, and challenges. Furthermore, the report includes historic market data from 2017 to 2021.

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

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Crowd Analytics Market: Key Drivers, Trends, Challenges, and Customer Landscape

The rising number of airline and train passengers is the key factor driving the crowd analytics market, although factors such as lack of expertise and knowledge of cloud resources and architecture may impede the market growth. Our researchers analyzed the data with 2022 as the base year, along with the key drivers, trends, and challenges. A holistic analysis of drivers will help companies refine their marketing strategies to gain a competitive advantage.

Key Crowd Analytics Market Driver

The rising number of airline and train passengers is the key factor driving the growth of the global crowd analytics market. The increasing number of passengers using air and rail transport has increased the demand for infrastructure and gateway plans to handle large numbers of people from common intersections and ticketing counters in regions such as APAC, North America, and Europe. For instance, US airlines carried 46.3 million scheduled service passengers in January 2022, 33.2% more than in January 2021. With the growing number of passengers, the crowd analytics demand is also increasing.

Crowd analytics has been employed in different modes of transportation, such as airlines, railways, and metros. It assists in queue management, operational analysis and monitoring, time optimization, managing traffic flow, route optimization, and others. Many such benefits are increasing the adoption of crowd analysis in the transportation sector, especially in airlines and airways. As a result of these factors, the global crowd analytics market is expected to witness growth during the forecast period.

Significant Crowd Analytics Market Trends

Rising strategic activities by vendors is the primary trend in the global crowd analytics market. Several advanced crowd management technologies have been implemented across various end-user industries following the outbreak of the COVID-19 pandemic during 2020-2021. The advent of advanced crowd analytics and the rising demand for crowd security measures to maintain strong security practices are increasing the adoption of crowd analytics solutions. These factors further encourage market vendors to launch new products and engage in organic and inorganic activities to gain a competitive advantage in the market.

For instance, In January 2021, the Indoor Lab, the leading vendor of real-time foot traffic monitoring utilizing lidar sensors, announced a partnership with Cepton, an anonymized crowd perception platform performer, to change smart environments. The partnership would allow The Indoor Lab to provide cutting-edge space and crowd statistics, as well as unrivaled social distancing and cleaning measures. Such growth strategies adopted by vendors will positively impact the market growth during the forecast period.

Major Crowd Analytics Market Challenge

Lack of expertise and knowledge of cloud resources and architecture is a major challenge to the growth of the global crowd analytics market. Data analytics confer tremendous benefits to organizations, but it requires educated and qualified professionals with relevant experience in logical and analytical thinking, along with domain expertise. However, there is a shortage of skilled analytics professionals, including mathematicians, statisticians, data scientists, and data analysts. The demand for data analytics is higher than the availability of data analytics professionals.

This makes it difficult for vendors of crowd analytics to fulfill the growing needs of the client base. Moreover, key and experienced employees prefer to move to higher-income countries, which may lead to a shortage of skilled professionals in outsourcing destinations. Such challenges are expected to have a negative impact on the growth of the global crowd analytics market during the forecast period.

Key Crowd Analytics Market Customer Landscape

The report includes the adoption lifecycle of the market, 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 growth strategies.

Global Crowd Analytics Market Customer Landscape

Who are the Major Crowd Analytics Market Vendors?

Vendors 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.

AGT International: The company offers crowd analytics for agriculture and rural development, environment and energy, and agro-Industry, and marketing and trade.

The report also includes detailed analyses of the competitive landscape of the market and information about 15 market vendors, including:

  • Ajna Labs Pvt. Ltd.
  • ARCUS Applied Artificial Intelligence GmbH
  • Crowd Analytics Ltd.
  • Crowd Dynamics International Ltd
  • CrowdANALYTIX
  • CrowdVision Ltd.
  • Datum Consultants FzCO
  • Divine Space Pvt. Ltd.
  • Geodan B.V.
  • Multimodal Data Fusion and Analytics Group
  • NEC Corp.
  • Nokia Corp.
  • Savannah Simulations AG
  • SmartinfoLogiks LLP
  • Spoken Thought Inc.

Qualitative and quantitative analysis of vendors 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 vendors as pure play, category-focused, industry-focused, and diversified; it is quantitatively analyzed to categorize vendors as dominant, leading, strong, tentative, and weak.

What is the Fastest-Growing Segment in the Crowd Analytics Market?

The market share growth by the cloud segment will be significant during the forecast period. The cloud segment held the largest of the cloud analytics market in 2022. This can be attributed to the convenience and easy access offered by cloud-based solutions. These solutions provide data collection, analysis, storage, and sharing via cloud-based tools that make it easier for researchers to share data with each other to improve models and predictions.  

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The cloud segment was valued at USD 276.40 million in 2017 and continued to grow until 2021. Some advantages of this segment are, direct IT control, the cost-effectiveness of cloud deployment, internal data delivery and handling, faster data processing, and efficient resource utilization. Many benefits of adopting a cloud-based model are expected to drive the growth of the cloud segment of the global crowd analytics market during the forecast period. 

Which are the Key Regions for the Crowd Analytics Market?

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North America is estimated to contribute 43% to the growth of the global crowd analytics market during the forecast period. Technavio’s analysts have elaborately explained the regional trends and drivers that shape the market during the forecast period. The market in North America is driven by the increasing adoption of cloud-based crowd analytics solutions by companies. The growing awareness of the advantages of cloud-based deployments, such as cost efficiency, ease of availability, and presence has further increased the regional market demand. Additionally, the North American region has significant market pioneers providing solutions for all industry sectors in the region. Furthermore, the extensive use of crowd analysis in retail and other industries such as e-commerce, healthcare, and entertainment draws will drive the growth of the crowd analytics market in North America during the forecast period. 

The COVID-19 outbreak had a significant impact on the regional crowd analytics market owing to the rising demand for crowd management during the pandemic. However, in 2021, the initiation of large-scale vaccination drives?lifted the lockdown and travel restrictions, which led to the resumption of supply chain activities. Such factors are expected to drive the market during the forecast period.

Segment Overview

The crowd analytics market report forecasts market growth by revenue at global, regional & country levels and provides an analysis of the latest trends and growth opportunities from 2017 to 2027. 

  • Deployment Outlook (USD Million, 2017 - 2027)
    • Cloud
    • On-premise
  • End-user Outlook (USD Million, 2017 - 2027)
    • Transportation
    • Retail
    • Healthcare and others
  • Region Outlook (USD Million, 2017 - 2027)
    • North America
      • The U.S.
      • Canada
    • Europe
      • The U.K.
      • Germany
      • France
      • Rest of Europe
    • APAC
      • China
      • India
    • South America
      • Chile
      • Brazil
      • Argentina
    • Middle East & Africa
      • Saudi Arabia
      • South Africa
      • Rest of the Middle East & Africa

Parent Market Analysis

Technavio categorizes the global crowd analytics market as a part of the global systems software market within the global information technology (IT) software market. The super parent global IT software market covers companies engaged in developing and producing application and systems software. Our research report has extensively covered external factors influencing the parent market growth during the forecast period.

Crowd Analytics Market Scope

Report Coverage

Details

Page number

153

Base year

2022

Historic period

2017-2021

Forecast period

2023-2027

Growth momentum & CAGR

Accelerate at a CAGR of 22.73%

Market growth 2023-2027

USD 2,265.41 million

Market structure

Fragmented

YoY growth 2022-2023(%)

22.3

Regional analysis

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

Performing market contribution

North America at 43%

Key countries

US, Canada, China, UK, and Germany

Competitive landscape

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

Key companies profiled

AGT International, Ajna Labs Pvt. Ltd., ARCUS Applied Artificial Intelligence GmbH, Crowd Analytics Ltd., Crowd Dynamics International Ltd, CrowdANALYTIX, CrowdVision Ltd., Datum Consultants FzCO, Divine Space Pvt. Ltd., Geodan B.V., Multimodal Data Fusion and Analytics Group, NEC Corp., Nokia Corp., Savannah Simulations AG, SmartinfoLogiks LLP, Spoken Thought Inc., STRATACACHE, TAKELEAP DMCC, Verizon Communications Inc., and Xtreme Media Pvt. Ltd.

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 Crowd Analytics Market Research Report?

  • CAGR of the market during the forecast period
  • Detailed information on factors that will drive the growth of the crowd analytics market between 2023 and 2027
  • Precise estimation of the size of the crowd analytics market and its contribution to the parent market
  • Accurate predictions about upcoming trends and changes in consumer behavior
  • Growth of the market industry across North America, Europe, APAC, South America, and Middle East and Africa
  • Thorough analysis of the market’s competitive landscape and detailed information about vendors
  • Comprehensive analysis of factors that will challenge the growth of crowd analytics market vendors

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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 Deployment
    • Exhibit 06: Executive Summary – Chart on Market Segmentation by End-user
    • 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 2022
    • 3.4 Market outlook: Forecast for 2022-2027
      • Exhibit 14: Chart on Global - Market size and forecast 2022-2027 ($ million)
      • Exhibit 15: Data Table on Global - Market size and forecast 2022-2027 ($ million)
      • Exhibit 16: Chart on Global Market: Year-over-year growth 2022-2027 (%)
      • Exhibit 17: Data Table on Global Market: Year-over-year growth 2022-2027 (%)

    4 Historic Market Size

    • 4.1 Global crowd analytics market 2017 - 2021
      • Exhibit 18: Historic Market Size – Data Table on Global crowd analytics market 2017 - 2021 ($ million)
    • 4.2 Deployment Segment Analysis 2017 - 2021
      • Exhibit 19: Historic Market Size – Deployment Segment 2017 - 2021 ($ million)
    • 4.3 End-user Segment Analysis 2017 - 2021
      • Exhibit 20: Historic Market Size – End-user Segment 2017 - 2021 ($ million)
    • 4.4 Geography Segment Analysis 2017 - 2021
      • Exhibit 21: Historic Market Size – Geography Segment 2017 - 2021 ($ million)
    • 4.5 Country Segment Analysis 2017 - 2021
      • Exhibit 22: Historic Market Size – Country Segment 2017 - 2021 ($ million)

    5 Five Forces Analysis

    • 5.1 Five forces summary
      • Exhibit 23: Five forces analysis - Comparison between 2022 and 2027
    • 5.2 Bargaining power of buyers
      • Exhibit 24: Chart on Bargaining power of buyers – Impact of key factors 2022 and 2027
    • 5.3 Bargaining power of suppliers
      • Exhibit 25: Bargaining power of suppliers – Impact of key factors in 2022 and 2027
    • 5.4 Threat of new entrants
      • Exhibit 26: Threat of new entrants – Impact of key factors in 2022 and 2027
    • 5.5 Threat of substitutes
      • Exhibit 27: Threat of substitutes – Impact of key factors in 2022 and 2027
    • 5.6 Threat of rivalry
      • Exhibit 28: Threat of rivalry – Impact of key factors in 2022 and 2027
    • 5.7 Market condition
      • Exhibit 29: Chart on Market condition - Five forces 2022 and 2027

    6 Market Segmentation by Deployment

    • 6.1 Market segments
      • Exhibit 30: Chart on Deployment - Market share 2022-2027 (%)
      • Exhibit 31: Data Table on Deployment - Market share 2022-2027 (%)
    • 6.2 Comparison by Deployment
      • Exhibit 32: Chart on Comparison by Deployment
      • Exhibit 33: Data Table on Comparison by Deployment
    • 6.3 Cloud - Market size and forecast 2022-2027
      • Exhibit 34: Chart on Cloud - Market size and forecast 2022-2027 ($ million)
      • Exhibit 35: Data Table on Cloud - Market size and forecast 2022-2027 ($ million)
      • Exhibit 36: Chart on Cloud - Year-over-year growth 2022-2027 (%)
      • Exhibit 37: Data Table on Cloud - Year-over-year growth 2022-2027 (%)
    • 6.4 On-premise - Market size and forecast 2022-2027
      • Exhibit 38: Chart on On-premise - Market size and forecast 2022-2027 ($ million)
      • Exhibit 39: Data Table on On-premise - Market size and forecast 2022-2027 ($ million)
      • Exhibit 40: Chart on On-premise - Year-over-year growth 2022-2027 (%)
      • Exhibit 41: Data Table on On-premise - Year-over-year growth 2022-2027 (%)
    • 6.5 Market opportunity by Deployment
      • Exhibit 42: Market opportunity by Deployment ($ million)
      • Exhibit 43: Data Table on Market opportunity by Deployment ($ million)

    7 Market Segmentation by End-user

    • 7.1 Market segments
      • Exhibit 44: Chart on End-user - Market share 2022-2027 (%)
      • Exhibit 45: Data Table on End-user - Market share 2022-2027 (%)
    • 7.2 Comparison by End-user
      • Exhibit 46: Chart on Comparison by End-user
      • Exhibit 47: Data Table on Comparison by End-user
    • 7.3 Transportation - Market size and forecast 2022-2027
      • Exhibit 48: Chart on Transportation - Market size and forecast 2022-2027 ($ million)
      • Exhibit 49: Data Table on Transportation - Market size and forecast 2022-2027 ($ million)
      • Exhibit 50: Chart on Transportation - Year-over-year growth 2022-2027 (%)
      • Exhibit 51: Data Table on Transportation - Year-over-year growth 2022-2027 (%)
    • 7.4 Retail - Market size and forecast 2022-2027
      • Exhibit 52: Chart on Retail - Market size and forecast 2022-2027 ($ million)
      • Exhibit 53: Data Table on Retail - Market size and forecast 2022-2027 ($ million)
      • Exhibit 54: Chart on Retail - Year-over-year growth 2022-2027 (%)
      • Exhibit 55: Data Table on Retail - Year-over-year growth 2022-2027 (%)
    • 7.5 Healthcare and others - Market size and forecast 2022-2027
      • Exhibit 56: Chart on Healthcare and others - Market size and forecast 2022-2027 ($ million)
      • Exhibit 57: Data Table on Healthcare and others - Market size and forecast 2022-2027 ($ million)
      • Exhibit 58: Chart on Healthcare and others - Year-over-year growth 2022-2027 (%)
      • Exhibit 59: Data Table on Healthcare and others - Year-over-year growth 2022-2027 (%)
    • 7.6 Market opportunity by End-user
      • Exhibit 60: Market opportunity by End-user ($ million)
      • Exhibit 61: Data Table on Market opportunity by End-user ($ million)

    8 Customer Landscape

    • 8.1 Customer landscape overview
      • Exhibit 62: Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria

    9 Geographic Landscape

    • 9.1 Geographic segmentation
      • Exhibit 63: Chart on Market share by geography 2022-2027 (%)
      • Exhibit 64: Data Table on Market share by geography 2022-2027 (%)
    • 9.2 Geographic comparison
      • Exhibit 65: Chart on Geographic comparison
      • Exhibit 66: Data Table on Geographic comparison
    • 9.3 North America - Market size and forecast 2022-2027
      • Exhibit 67: Chart on North America - Market size and forecast 2022-2027 ($ million)
      • Exhibit 68: Data Table on North America - Market size and forecast 2022-2027 ($ million)
      • Exhibit 69: Chart on North America - Year-over-year growth 2022-2027 (%)
      • Exhibit 70: Data Table on North America - Year-over-year growth 2022-2027 (%)
    • 9.4 Europe - Market size and forecast 2022-2027
      • Exhibit 71: Chart on Europe - Market size and forecast 2022-2027 ($ million)
      • Exhibit 72: Data Table on Europe - Market size and forecast 2022-2027 ($ million)
      • Exhibit 73: Chart on Europe - Year-over-year growth 2022-2027 (%)
      • Exhibit 74: Data Table on Europe - Year-over-year growth 2022-2027 (%)
    • 9.5 APAC - Market size and forecast 2022-2027
      • Exhibit 75: Chart on APAC - Market size and forecast 2022-2027 ($ million)
      • Exhibit 76: Data Table on APAC - Market size and forecast 2022-2027 ($ million)
      • Exhibit 77: Chart on APAC - Year-over-year growth 2022-2027 (%)
      • Exhibit 78: Data Table on APAC - Year-over-year growth 2022-2027 (%)
    • 9.6 South America - Market size and forecast 2022-2027
      • Exhibit 79: Chart on South America - Market size and forecast 2022-2027 ($ million)
      • Exhibit 80: Data Table on South America - Market size and forecast 2022-2027 ($ million)
      • Exhibit 81: Chart on South America - Year-over-year growth 2022-2027 (%)
      • Exhibit 82: Data Table on South America - Year-over-year growth 2022-2027 (%)
    • 9.7 Middle East and Africa - Market size and forecast 2022-2027
      • Exhibit 83: Chart on Middle East and Africa - Market size and forecast 2022-2027 ($ million)
      • Exhibit 84: Data Table on Middle East and Africa - Market size and forecast 2022-2027 ($ million)
      • Exhibit 85: Chart on Middle East and Africa - Year-over-year growth 2022-2027 (%)
      • Exhibit 86: Data Table on Middle East and Africa - Year-over-year growth 2022-2027 (%)
    • 9.8 US - Market size and forecast 2022-2027
      • Exhibit 87: Chart on US - Market size and forecast 2022-2027 ($ million)
      • Exhibit 88: Data Table on US - Market size and forecast 2022-2027 ($ million)
      • Exhibit 89: Chart on US - Year-over-year growth 2022-2027 (%)
      • Exhibit 90: Data Table on US - Year-over-year growth 2022-2027 (%)
    • 9.9 UK - Market size and forecast 2022-2027
      • Exhibit 91: Chart on UK - Market size and forecast 2022-2027 ($ million)
      • Exhibit 92: Data Table on UK - Market size and forecast 2022-2027 ($ million)
      • Exhibit 93: Chart on UK - Year-over-year growth 2022-2027 (%)
      • Exhibit 94: Data Table on UK - Year-over-year growth 2022-2027 (%)
    • 9.10 China - Market size and forecast 2022-2027
      • Exhibit 95: Chart on China - Market size and forecast 2022-2027 ($ million)
      • Exhibit 96: Data Table on China - Market size and forecast 2022-2027 ($ million)
      • Exhibit 97: Chart on China - Year-over-year growth 2022-2027 (%)
      • Exhibit 98: Data Table on China - Year-over-year growth 2022-2027 (%)
    • 9.11 Canada - Market size and forecast 2022-2027
      • Exhibit 99: Chart on Canada - Market size and forecast 2022-2027 ($ million)
      • Exhibit 100: Data Table on Canada - Market size and forecast 2022-2027 ($ million)
      • Exhibit 101: Chart on Canada - Year-over-year growth 2022-2027 (%)
      • Exhibit 102: Data Table on Canada - Year-over-year growth 2022-2027 (%)
    • 9.12 Germany - Market size and forecast 2022-2027
      • Exhibit 103: Chart on Germany - Market size and forecast 2022-2027 ($ million)
      • Exhibit 104: Data Table on Germany - Market size and forecast 2022-2027 ($ million)
      • Exhibit 105: Chart on Germany - Year-over-year growth 2022-2027 (%)
      • Exhibit 106: Data Table on Germany - Year-over-year growth 2022-2027 (%)
    • 9.13 Market opportunity by geography
      • Exhibit 107: Market opportunity by geography ($ million)
      • Exhibit 108: 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 109: Impact of drivers and challenges in 2022 and 2027
        • 10.4 Market trends

          11 Vendor Landscape

          • 11.1 Overview
            • 11.2 Vendor landscape
              • Exhibit 110: Overview on Criticality of inputs and Factors of differentiation
            • 11.3 Landscape disruption
              • Exhibit 111: Overview on factors of disruption
            • 11.4 Industry risks
              • Exhibit 112: Impact of key risks on business

            12 Vendor Analysis

            • 12.1 Vendors covered
              • Exhibit 113: Vendors covered
            • 12.2 Market positioning of vendors
              • Exhibit 114: Matrix on vendor position and classification
            • 12.3 AGT International
              • Exhibit 115: AGT International - Overview
              • Exhibit 116: AGT International - Product / Service
              • Exhibit 117: AGT International - Key offerings
            • 12.4 Ajna Labs Pvt. Ltd.
              • Exhibit 118: Ajna Labs Pvt. Ltd. - Overview
              • Exhibit 119: Ajna Labs Pvt. Ltd. - Product / Service
              • Exhibit 120: Ajna Labs Pvt. Ltd. - Key offerings
            • 12.5 Crowd Analytics Ltd.
              • Exhibit 121: Crowd Analytics Ltd. - Overview
              • Exhibit 122: Crowd Analytics Ltd. - Product / Service
              • Exhibit 123: Crowd Analytics Ltd. - Key offerings
            • 12.6 Crowd Dynamics International Ltd
              • Exhibit 124: Crowd Dynamics International Ltd - Overview
              • Exhibit 125: Crowd Dynamics International Ltd - Product / Service
              • Exhibit 126: Crowd Dynamics International Ltd - Key offerings
            • 12.7 CrowdANALYTIX
              • Exhibit 127: CrowdANALYTIX - Overview
              • Exhibit 128: CrowdANALYTIX - Product / Service
              • Exhibit 129: CrowdANALYTIX - Key offerings
            • 12.8 CrowdVision Ltd.
              • Exhibit 130: CrowdVision Ltd. - Overview
              • Exhibit 131: CrowdVision Ltd. - Product / Service
              • Exhibit 132: CrowdVision Ltd. - Key offerings
            • 12.9 Geodan B.V.
              • Exhibit 133: Geodan B.V. - Overview
              • Exhibit 134: Geodan B.V. - Product / Service
              • Exhibit 135: Geodan B.V. - Key offerings
            • 12.10 NEC Corp.
              • Exhibit 136: NEC Corp. - Overview
              • Exhibit 137: NEC Corp. - Business segments
              • Exhibit 138: NEC Corp. - Key news
              • Exhibit 139: NEC Corp. - Key offerings
              • Exhibit 140: NEC Corp. - Segment focus
            • 12.11 Nokia Corp.
              • Exhibit 141: Nokia Corp. - Overview
              • Exhibit 142: Nokia Corp. - Business segments
              • Exhibit 143: Nokia Corp. - Key offerings
              • Exhibit 144: Nokia Corp. - Segment focus
            • 12.12 Savannah Simulations AG
              • Exhibit 145: Savannah Simulations AG - Overview
              • Exhibit 146: Savannah Simulations AG - Product / Service
              • Exhibit 147: Savannah Simulations AG - Key offerings
            • 12.13 SmartinfoLogiks LLP
              • Exhibit 148: SmartinfoLogiks LLP - Overview
              • Exhibit 149: SmartinfoLogiks LLP - Product / Service
              • Exhibit 150: SmartinfoLogiks LLP - Key offerings
            • 12.14 Spoken Thought Inc.
              • Exhibit 151: Spoken Thought Inc. - Overview
              • Exhibit 152: Spoken Thought Inc. - Product / Service
              • Exhibit 153: Spoken Thought Inc. - Key offerings
            • 12.15 STRATACACHE
              • Exhibit 154: STRATACACHE - Overview
              • Exhibit 155: STRATACACHE - Product / Service
              • Exhibit 156: STRATACACHE - Key offerings
            • 12.16 Verizon Communications Inc.
              • Exhibit 157: Verizon Communications Inc. - Overview
              • Exhibit 158: Verizon Communications Inc. - Business segments
              • Exhibit 159: Verizon Communications Inc. - Key offerings
              • Exhibit 160: Verizon Communications Inc. - Segment focus
            • 12.17 Xtreme Media Pvt. Ltd.
              • Exhibit 161: Xtreme Media Pvt. Ltd. - Overview
              • Exhibit 162: Xtreme Media Pvt. Ltd. - Product / Service
              • Exhibit 163: Xtreme Media Pvt. Ltd. - Key offerings

            13 Appendix

            • 13.1 Scope of the report
              • 13.2 Inclusions and exclusions checklist
                • Exhibit 164: Inclusions checklist
                • Exhibit 165: Exclusions checklist
              • 13.3 Currency conversion rates for US$
                • Exhibit 166: Currency conversion rates for US$
              • 13.4 Research methodology
                • Exhibit 167: Research methodology
                • Exhibit 168: Validation techniques employed for market sizing
                • Exhibit 169: Information sources
              • 13.5 List of abbreviations
                • Exhibit 170: 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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