Traffic Management Market Size, opportunity, and Industry statistics 2028
The traffic management market is projected to reach US$ 77,346.44 million by 2028 from US$ 39,756.74 million in 2022; it is expected to grow at a CAGR of 11.7% from 2022 to 2028.
Most countries have witnessed drastic urbanization over the years, which has resulted in complex road networks and high congestion. The rising urban population, coupled with increasing ownership of private vehicles, increases the number of vehicles on road. The population in Mumbai, India, rose from 18.5 million in 2011 to 20.4 million in 2020, while the number of private vehicles nearly doubled during this period. Owing to such factors, and for remediating the same, traffic management market growth is estimated. Additionally, ride-hailing services from cab aggregators, such as Uber, Grab, Ola, and Lyft, have been increasing at a rapid pace. Such services have been substituting mass transit systems, leading to a surge in vehicles on the road. These factors are compelling government authorities to approach traffic management market players for effective solutions. Traffic congestion can be effectively reduced with a robust traffic management system, comprising software, sensors, cameras, and display boards. These systems can be installed on an existing road without the requirements of infrastructural modification. Similarly, a lane management system can effectively manage traffic flow by opening or closing lanes, depending on the traffic rate at each point in time. Considering the advantages offered by traffic management systems, the fast urbanization rate is expected to strongly boost the traffic management market size.
Impact of COVID-19 Pandemic on Traffic Management Market Growth
The COVID-19 outbreak disrupted industry verticals such as automotive, manufacturing, energy & power, aerospace & defense, construction in 2020. The continuous growth in the number of COVID patients compelled government authorities in the US and other countries to impose stringent lockdowns in the first three quarters of 2020. This led to a significant decline in transportation across all countries. Implementing containment measures such as trade bans, travel restrictions, and workforce limitations impacted the manufacturing, supply, and sales activities of various businesses, including the companies providing traffic management hardware, software, and services. The manufacturing sector witnessed severe losses due to temporary factory shutdowns and low production volumes, which also hindered the production of traffic management hardware systems. In the US, the federal and state government focused more on tackling the pandemic; as a result, the installation of traffic management hardware and software was put on hold temporarily. The European traffic management industry was severely hit due to ~20% decrease in infrastructure project spending, resulting in delays and discontinuation of several smart cities and smart roadways projects. Higher semiconductor prices and disrupted supply chains further aggravated the situation. However, the traffic management market started experiencing positive growth in Q4 of 2020.
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Traffic Management Market: Strategic Insights
Market Size Value in US$ 39,756.74 Million in 2022 Market Size Value by US$ 77,346.44 Million by 2028 Growth rate CAGR of 11.7% from 2022 to 2028 Forecast Period 2022-2028 Base Year 2022
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Traffic Management Market: Strategic Insights
| Market Size Value in | US$ 39,756.74 Million in 2022 |
| Market Size Value by | US$ 77,346.44 Million by 2028 |
| Growth rate | CAGR of 11.7% from 2022 to 2028 |
| Forecast Period | 2022-2028 |
| Base Year | 2022 |
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Market Insights – Traffic Management Market
The world is witnessing a boom in connected devices, and several countries are investing in developing smart cities. Smart cities are technologically advanced urban areas that employ a variety of sensors and electronic methods for gathering data and utilizing it for the betterment of the locality. Smart cities are designed with long-term plans for managing traffic by optimizing transportation & logistics and reducing congestion. Hence, along with smart cities, countries are also investing in developing smart roadways to provide a safer vehicle commute. On smart roadways, different types of sensors and hardware collect multivariate data that is used for monitoring traffic. The data can also be shared with vehicles traveling on the road, allowing the divers and commuters to make informed decisions. Hence, the growing adoption of smart cities and smart roadways can be expected to boost the traffic management market size.
Component-Based Insights
The traffic management market is segmented on the basis of component, application, and geography. The market, by component, is segmented into hardware, software, and services. The market for hardware is further segmented into camera, display boards, and sensors; further, the market for software is bifurcated into cloud and on-premise. Different government agencies have been investing in upgrading their traffic management hardware. The growing urbanization and increasing car ownership have been burdening urban roadways. Thus, authorities are relying on modern cameras for better maintenance of traffic flow and ensuring safety. Automatic Number Plate Recognition (ANPR) cameras are being increasingly deployed for identifying violators or for locating vehicles during incident investigations. They are often paired with laser sensors, for determining the speed of a vehicle.
By application, the traffic management market is segmented into automatic tolling, lane management, parking management, surveillance, traffic signal management, and others. Based on geography, the market is primarily segmented into North America, Europe, Asia Pacific (APAC), the Middle East and Africa (MEA), and South America (SAM). IBM Corporation; Cisco Systems, Inc.; Siemens AG; Hangzhou Hikvision Digital Technology Co., Ltd.; and Dahua Technology Co., Ltd. are among the key traffic management market players.
Traffic Management Market Report Scope
Traffic management market players are mainly focused on the development of advanced and efficient products.
- In 2021, Dahua Technology announced the development of a comprehensive smart traffic management solution that was developed by combining video surveillance with AI, ANPR, image fusion, AR, and other cutting-edge technologies to meet the diverse needs of modern traffic enforcement departments.
- In 2021, Hikvision, an IoT solution provider specializing in cameras, unveiled the All-Rounder ITS camera, its newest traffic product meant to improve road safety and traffic flow. The camera combined a variety of talents and abilities, including speed detection, traffic violation detection, automated plate identification, and vehicle attribute analysis all in one package.
Report Coverage
Revenue forecast, Company Analysis, Industry landscape, Growth factors, and Trends
Segment Covered
Component and Application
Regional Scope
North America, Europe, Asia Pacific, Middle East & Africa, South & Central America
Country Scope
Argentina, Australia, Brazil, Canada, China, France, Germany, India, Italy, Japan, Mexico, Russian Federation, Saudi Arabia, South Africa, South Korea, United Arab Emirates, United Kingdom, United States
Frequently Asked Questions
The traffic management market is expected to reach US$ 77,346.44 million by 2028.
The hardware segment led the traffic management market with a significant share in 2021. It is further expected to dominate the market share over the forecast period. However, software segment is expected to be the fastest growing.
India, China and Italy are expected to register high growth rates during the forecast period.
The US held the largest market share in 2021, followed by Germany.
Asia Pacific is the fastest growing regional market, followed by Europe.
The key players, holding majority shares, in traffic management market includes IBM Corporation; Cisco Systems, Inc.; Siemens AG; Hangzhou Hikvision Digital Technology Co., Ltd.; and Dahua Technology Co., Ltd.
Artificial Intelligence (AI) and Machine Learning (ML) are expected to play a crucial role in the future of the traffic management market. The application of AI and ML in traffic management is still quite nascent, and most countries are yet to adopt the same. However that scenario is changing fast, primarily due to the increasing number of connected cars.
Traffic management market is being driven by the rising urbanization, increasing congestion and growing investment in infrastructure development. Traffic management systems can be installed on an existing road without the requirements of infrastructural modification and thus can greatly aid in reducing congestion.
The global traffic management market was estimated to be USD 39,756.74 Million in 2021, and is expected to grow at a CAGR of 11.7%, during the forecast period 2022 - 2028.
The incremental growth, expected to be recorded for the traffic management market during the forecast period, is US$ 37,589.70 million.
1. Introduction
1.1 Study Scope
1.2 The Insight Partners Research Report Guidance
1.3 Market Segmentation
1.3.1 Traffic Management Market – By Component
1.3.2 Traffic Management Market – By Application
1.3.3 Traffic Management Market- By Region
2. Key Takeaways
3. Research Methodology
3.1 Coverage
3.2 Secondary Research
3.3 Primary Research
4. Traffic Management Market Landscape
4.1 Market Overview
4.2 PEST Analysis
4.2.1 North America
4.2.2 Europe
4.2.3 APAC
4.2.4 MEA
4.2.5 SAM
4.3 Ecosystem Analysis
4.4 Expert Opinion
5. Traffic Management Market – Key Market Dynamics
5.1 Market Drivers
5.1.1 Increasing Urbanization Leading to Congestion
5.1.2 Growing Investment in Infrastructure
5.2 Market Restraints
5.2.1 High cost of implementation
5.3 Market Opportunities
5.3.1 Growing Interest in Smart Cities and Roadways
5.4 Future Trends
5.4.1 Growing Application of AI and ML
5.5 Impact Analysis of Drivers and Restraints
6. Traffic Management Market – Global Analysis
6.1 Global Traffic Management Market Overview
6.2 Traffic Management Market – Revenue and Forecast to 2028 (US$ Million)
6.3 Market Positioning – Five Key Players
7. Traffic Management Market Analysis – By Component
7.1 Overview
7.2 Traffic Management Market, By Component (2021 and 2028)
7.3 Hardware
7.3.1 Overview
7.3.2 Hardware: Traffic Management Market – Revenue, and Forecast to 2028 (US$ Million)
7.3.2.1 Camera
7.3.2.1.1 Overview
7.3.2.1.2 Camera: Traffic Management Market- Revenue and Forecast to 2028 (US$ Million)
7.3.2.2 Display Boards
7.3.2.2.1 Overview
7.3.2.2.2 Display Boards: Traffic Management Market- Revenue and Forecast to 2028 (US$ Million)
7.3.2.3 Sensors
7.3.2.3.1 Overview
7.3.2.3.2 Sensors: Traffic Management Market- Revenue and Forecast to 2028 (US$ Million)
7.4 Software
7.4.1 Overview
7.4.2 Software: Traffic Management Market – Revenue, and Forecast to 2028 (US$ Million)
7.4.2.1 Cloud
7.4.2.1.1 Overview
7.4.2.1.2 Cloud Traffic Management Market- Revenue and Forecast to 2028 (US$ Million)
7.4.2.2 On-Premise
7.4.2.2.1 Overview
7.4.2.2.2 On-Premise: Traffic Management Market- Revenue and Forecast to 2028 (US$ Million)
7.5 Services
7.5.1 Overview
7.5.2 Services: Traffic Management Market – Revenue, and Forecast to 2028 (US$ Million)
8. Traffic Management Market Analysis – By Application
8.1 Overview
8.2 Traffic Management Market Breakdown, By Application, 2021 & 2028
8.3 Automatic Tolling
8.3.1 Overview
8.3.2 Automatic Tolling Market Revenue and Forecast to 2028 (US$ Million)
8.4 Lane Management
8.4.1 Overview
8.4.2 Lane Management Market Revenue and Forecast to 2028 (US$ Million)
8.5 Parking Management
8.5.1 Overview
8.5.2 Parking Management Market Revenue and Forecast to 2028 (US$ Million)
8.6 Surveillance
8.6.1 Overview
8.6.2 Surveillance Market Revenue and Forecast to 2028 (US$ Million)
8.7 Traffic Signal Management
8.7.1 Overview
8.7.2 Traffic Signal Management Market Revenue and Forecast to 2028 (US$ Million)
8.8 Others
8.8.1 Overview
8.8.2 Others Market Revenue and Forecast to 2028 (US$ Million)
9. Traffic Management Market – Geographic Analysis
9.1 Overview
9.2 North America: Traffic Management Market
9.2.1 Overview
9.2.2 North America Traffic Management Market, Revenue and Forecast to 2028 (US$ Million)
9.2.3 North America Traffic Management Market Breakdown, By Component
9.2.3.1 North America Traffic Management Market Breakdown, By Hardware
9.2.3.2 North America Traffic Management Market Breakdown, By Software
9.2.4 North America Traffic Management Market Breakdown, By Application
9.2.5 North America Traffic Management Market Breakdown, by Country
9.2.5.1 US Traffic Management Market, Revenue and Forecast to 2028
9.2.5.1.1 US Traffic Management Market Breakdown, By Component
9.2.5.1.1.1 US Traffic Management Market Breakdown, By Hardware
9.2.5.1.1.2 US Traffic Management Market Breakdown, By Software
9.2.5.1.2 US Traffic Management Market Breakdown, By Application
9.2.5.2 Canada Traffic Management Market, Revenue and Forecast to 2028
9.2.5.2.1 Canada Traffic Management Market Breakdown, By Component
9.2.5.2.1.1 Canada Traffic Management Market Breakdown, By Hardware
9.2.5.2.1.2 Canada Traffic Management Market Breakdown, By Software
9.2.5.2.2 Canada Traffic Management Market Breakdown, By Application
9.2.5.3 Mexico Traffic Management Market, Revenue and Forecast to 2028
9.2.5.3.1 Mexico Traffic Management Market Breakdown, By Component
9.2.5.3.1.1 Mexico Traffic Management Market Breakdown, By Hardware
9.2.5.3.1.2 Mexico Traffic Management Market Breakdown, By Software
9.2.5.3.2 Mexico Traffic Management Market Breakdown, By Application
9.3 Europe: Traffic Management Market
9.3.1 Overview
9.3.2 Europe Traffic Management Market Revenue and Forecast to 2028 (US$ Million)
9.3.3 Europe Traffic Management Market Breakdown, By Component
9.3.3.1 Europe Traffic Management Market Breakdown, By Hardware
9.3.3.2 Europe Traffic Management Market Breakdown, By Software
9.3.4 Europe Traffic Management Market Breakdown, By Application
9.3.5 Europe Traffic Management Market Breakdown, by Country
9.3.5.1 Germany Traffic Management Market, Revenue and Forecast to 2028
9.3.5.1.1 Germany Traffic Management Market Breakdown, By Component
9.3.5.1.1.1 Germany Traffic Management Market Breakdown, By Hardware
9.3.5.1.1.2 Germany Traffic Management Market Breakdown, By Software
9.3.5.1.2 Germany Traffic Management Market Breakdown, By Application
9.3.5.2 France Traffic Management Market, Revenue and Forecast to 2028
9.3.5.2.1 France Traffic Management Market Breakdown, By Component
9.3.5.2.1.1 France Traffic Management Market Breakdown, By Hardware
9.3.5.2.1.2 France Traffic Management Market Breakdown, By Software
9.3.5.2.2 France Traffic Management Market Breakdown, By Application
9.3.5.3 Italy Traffic Management Market, Revenue and Forecast to 2028
9.3.5.3.1 Italy Traffic Management Market Breakdown, By Component
9.3.5.3.1.1 Italy Traffic Management Market Breakdown, By Hardware
9.3.5.3.1.2 Italy Traffic Management Market Breakdown, By Software
9.3.5.3.2 Italy Traffic Management Market Breakdown, By Application
9.3.5.4 UK Traffic Management Market, Revenue and Forecast to 2028
9.3.5.4.1 UK Traffic Management Market Breakdown, By Component
9.3.5.4.1.1 UK Traffic Management Market Breakdown, By Hardware
9.3.5.4.1.2 UK Traffic Management Market Breakdown, By Software
9.3.5.4.2 UK Traffic Management Market Breakdown, By Application
9.3.5.5 Russia Traffic Management Market, Revenue and Forecast to 2028
9.3.5.5.1 Russia Traffic Management Market Breakdown, By Component
9.3.5.5.1.1 Russia Traffic Management Market Breakdown, By Hardware
9.3.5.5.1.2 Russia Traffic Management Market Breakdown, By Software
9.3.5.5.2 Russia Traffic Management Market Breakdown, By Application
9.3.5.6 Rest of Europe Traffic Management Market, Revenue and Forecast to 2028
9.3.5.6.1 Rest of Europe Traffic Management Market Breakdown, By Component
9.3.5.6.1.1 Rest of Europe Traffic Management Market Breakdown, By Hardware
9.3.5.6.1.2 Rest of Europe Traffic Management Market Breakdown, By Software
9.3.5.6.2 Rest of Europe Traffic Management Market Breakdown, By Application
9.4 APAC: Traffic Management Market
9.4.1 Overview
9.4.2 APAC Traffic Management Market, Revenue and Forecast to 2028 (US$ Million)
9.4.3 APAC Traffic Management Market Breakdown, By Component
9.4.3.1 APAC Traffic Management Market Breakdown, By Hardware
9.4.3.2 APAC Traffic Management Market Breakdown, By Software
9.4.4 APAC Traffic Management Market Breakdown, By Application
9.4.5 APAC Traffic Management Market Breakdown, by Country
9.4.5.1 Australia Traffic Management Market, Revenue and Forecast to 2028 (US$ Million)
9.4.5.1.1 Australia Traffic Management Market Breakdown, By Component
9.4.5.1.1.1 Australia Traffic Management Market Breakdown, By Hardware
9.4.5.1.1.2 Australia Traffic Management Market Breakdown, By Software
9.4.5.1.2 Australia Traffic Management Market Breakdown, By Application
9.4.5.2 China Traffic Management Market, Revenue and Forecast to 2028 (US$ Million)
9.4.5.2.1 China Traffic Management Market Breakdown, By Component
9.4.5.2.1.1 China Traffic Management Market Breakdown, By Hardware
9.4.5.2.1.2 China Traffic Management Market Breakdown, By Software
9.4.5.2.2 China Traffic Management Market Breakdown, By Application
9.4.5.3 India Traffic Management Market, Revenue and Forecast to 2028 (US$ Million)
9.4.5.3.1 India Traffic Management Market Breakdown, By Component
9.4.5.3.1.1 India Traffic Management Market Breakdown, By Hardware
9.4.5.3.1.2 India Traffic Management Market Breakdown, By Software
9.4.5.3.2 India Traffic Management Market Breakdown, By Application
9.4.5.4 Japan Traffic Management Market, Revenue and Forecast to 2028 (US$ Million)
9.4.5.4.1 Japan Traffic Management Market Breakdown, By Component
9.4.5.4.1.1 Japan Traffic Management Market Breakdown, By Hardware
9.4.5.4.1.2 Japan Traffic Management Market Breakdown, By Software
9.4.5.4.2 Japan Traffic Management Market Breakdown, By Application
9.4.5.5 South Korea Traffic Management Market, Revenue and Forecast to 2028 (US$ Million)
9.4.5.5.1 South Korea Traffic Management Market Breakdown, By Component
9.4.5.5.1.1 South Korea Traffic Management Market Breakdown, By Hardware
9.4.5.5.1.2 South Korea Traffic Management Market Breakdown, By Software
9.4.5.5.2 South Korea Traffic Management Market Breakdown, By Application
9.4.5.6 Rest of APAC Traffic Management Market, Revenue and Forecast to 2028 (US$ Million)
9.4.5.6.1 Rest of APAC Traffic Management Market Breakdown, By Component
9.4.5.6.1.1 Rest of APAC Traffic Management Market Breakdown, By Hardware
9.4.5.6.1.2 Rest of APAC Traffic Management Market Breakdown, By Software
9.4.5.6.2 Rest of APAC Traffic Management Market Breakdown, By Application
9.5 MEA: Traffic Management Market
9.5.1 Overview
9.5.2 MEA Traffic Management Market, Revenue and Forecast to 2028 (US$ Million)
9.5.3 MEA Traffic Management Market Breakdown, By Component
9.5.3.1 MEA Traffic Management Market Breakdown, By Hardware
9.5.3.2 MEA Traffic Management Market Breakdown, By Software
9.5.4 MEA Traffic Management Market Breakdown, By Application
9.5.5 MEA Traffic Management Market Breakdown, By Country
9.5.5.1 South Africa Traffic Management Market, Revenue and Forecast to 2028 (US$ Million)
9.5.5.1.1 South Africa Traffic Management Market Breakdown, By Component
9.5.5.1.1.1 South Africa Traffic Management Market Breakdown, By Hardware
9.5.5.1.1.2 South Africa Traffic Management Market Breakdown, By Software
9.5.5.1.2 South Africa Traffic Management Market Breakdown, By Application
9.5.5.2 Saudi Arabia Traffic Management Market, Revenue and Forecast to 2028 (US$ Million)
9.5.5.2.1 Saudi Arabia Traffic Management Market Breakdown, By Component
9.5.5.2.1.1 Saudi Arabia Traffic Management Market Breakdown, By Hardware
9.5.5.2.1.2 Saudi Arabia Traffic Management Market Breakdown, By Software
9.5.5.2.2 Saudi Arabia Traffic Management Market Breakdown, By Application
9.5.5.3 UAE Traffic Management Market, Revenue and Forecast to 2028 (US$ Million)
9.5.5.3.1 UAE Traffic Management Market Breakdown, By Component
9.5.5.3.1.1 UAE Traffic Management Market Breakdown, By Hardware
9.5.5.3.1.2 UAE Traffic Management Market Breakdown, By Software
9.5.5.3.2 UAE Traffic Management Market Breakdown, By Application
9.5.5.4 Rest of MEA Traffic Management Market, Revenue and Forecast to 2028 (US$ Million)
9.5.5.4.1 Rest of MEA Traffic Management Market Breakdown, By Component
9.5.5.4.1.1 Rest of MEA Traffic Management Market Breakdown, By Hardware
9.5.5.4.1.2 Rest of MEA Traffic Management Market Breakdown, By Software
9.5.5.4.2 Rest of MEA Traffic Management Market Breakdown, By Application
9.6 SAM: Traffic Management Market
9.6.1 Overview
9.6.2 SAM Traffic Management Market, Revenue and Forecast to 2028 (US$ Million)
9.6.3 SAM Traffic Management Market Breakdown, By Component
9.6.3.1 SAM Traffic Management Market Breakdown, By Hardware
9.6.3.2 SAM Traffic Management Market Breakdown, By Software
9.6.4 SAM Traffic Management Market Breakdown, By Application
9.6.5 SAM Traffic Management Market Breakdown, by Country
9.6.5.1 Brazil Traffic Management Market, Revenue and Forecast to 2028 (US$ Million)
9.6.5.1.1 Brazil Traffic Management Market Breakdown, By Component
9.6.5.1.1.1 Brazil Traffic Management Market Breakdown, By Hardware
9.6.5.1.1.2 Brazil Traffic Management Market Breakdown, By Software
9.6.5.1.2 Brazil Traffic Management Market Breakdown, By Application
9.6.5.2 Argentina Traffic Management Market, Revenue and Forecast to 2028 (US$ Million)
9.6.5.2.1 Argentina Traffic Management Market Breakdown, By Component
9.6.5.2.1.1 Argentina Traffic Management Market Breakdown, By Hardware
9.6.5.2.1.2 Argentina Traffic Management Market Breakdown, By Software
9.6.5.2.2 Argentina Traffic Management Market Breakdown, By Application
9.6.5.3 Rest of SAM Traffic Management Market, Revenue and Forecast to 2028 (US$ Million)
9.6.5.3.1 Rest of SAM Traffic Management Market Breakdown, By Component
9.6.5.3.1.1 Rest of SAM Traffic Management Market Breakdown, By Hardware
9.6.5.3.1.2 Rest of SAM Traffic Management Market Breakdown, By Software
9.6.5.3.2 Rest of SAM Traffic Management Market Breakdown, By Application
10. Impact of COVID-19 Pandemic on Global Traffic Management Market
10.1 Overview
10.2 North America: Impact Assessment of COVID-19 Pandemic
10.3 Europe: Impact Assessment of COVID-19 Pandemic
10.4 APAC: Impact Assessment of COVID-19 Pandemic
10.5 MEA: Impact Assessment of COVID-19 Pandemic
10.6 SAM Impact Assessment of COVID-19 Pandemic
11. Industry Landscape
11.1 Overview
11.2 Market Initiative
11.3 New Product Development
11.4 Merger and Acquisition
12. Company Profiles
12.1 AXIS COMMUNICATIONS AB
12.1.1 Key Facts
12.1.2 Business Description
12.1.3 Products and Services
12.1.4 Financial Overview
12.1.5 SWOT Analysis
12.1.6 Key Developments
12.2 Cisco Systems, Inc.
12.2.1 Key Facts
12.2.2 Business Description
12.2.3 Products and Services
12.2.4 Financial Overview
12.2.5 SWOT Analysis
12.2.6 Key Developments
12.3 Cubic Corporation
12.3.1 Key Facts
12.3.2 Business Description
12.3.3 Products and Services
12.3.4 Financial Overview
12.3.5 SWOT Analysis
12.3.6 Key Developments
12.4 Dahua Technology Co., Ltd.
12.4.1 Key Facts
12.4.2 Business Description
12.4.3 Products and Services
12.4.4 Financial Overview
12.4.5 SWOT Analysis
12.4.6 Key Developments
12.5 IBM Corporation
12.5.1 Key Facts
12.5.2 Business Description
12.5.3 Products and Services
12.5.4 Financial Overview
12.5.5 SWOT Analysis
12.5.6 Key Developments
12.6 Hangzhou Hikvision Digital Technology Co., Ltd.
12.6.1 Key Facts
12.6.2 Business Description
12.6.3 Products and Services
12.6.4 Financial Overview
12.6.5 SWOT Analysis
12.6.6 Key Developments
12.7 SGS SA
12.7.1 Key Facts
12.7.2 Business Description
12.7.3 Products and Services
12.7.4 Financial Overview
12.7.5 SWOT Analysis
12.8 Siemens AG
12.8.1 Key Facts
12.8.2 Business Description
12.8.3 Products and Services
12.8.4 Financial Overview
12.8.5 SWOT Analysis
12.8.6 Key Developments
12.9 Teledyne FLIR LLC
12.9.1 Key Facts
12.9.2 Business Description
12.9.3 Products and Services
12.9.4 Financial Overview
12.9.5 SWOT Analysis
12.9.6 Key Developments
12.10 SNC-Lavalin Group
12.10.1 Key Facts
12.10.2 Business Description
12.10.3 Products and Services
12.10.4 Financial Overview
12.10.5 SWOT Analysis
12.10.6 Key Developments
13. Appendix
13.1 About The Insight Partners
13.2 Word Index
LIST OF TABLES
Table 1. Traffic Management Market – Revenue and Forecast to 2028 (US$ Million)
Table 2. North America Traffic Management Market, by Component – Revenue and Forecast to 2028 (USD Million)
Table 3. North America Traffic Management Market, by Hardware – Revenue and Forecast to 2028 (USD Million)
Table 4. North America Traffic Management Market, by Software – Revenue and Forecast to 2028 (USD Million)
Table 5. North America Traffic Management Market, by Application – Revenue and Forecast to 2028 (USD Million)
Table 6. North America Traffic Management Market, by Country – Revenue and Forecast to 2028 (USD Million)
Table 7. US Traffic Management Market, by Component – Revenue and Forecast to 2028 (USD Million)
Table 8. US Traffic Management Market, by Hardware – Revenue and Forecast to 2028 (USD Million)
Table 9. US Traffic Management Market, by Software – Revenue and Forecast to 2028 (USD Million)
Table 10. US Traffic Management Market, by Application – Revenue and Forecast to 2028 (USD Million)
Table 11. Canada Traffic Management Market, by Component – Revenue and Forecast to 2028 (USD Million)
Table 12. Canada Traffic Management Market, by Hardware – Revenue and Forecast to 2028 (USD Million)
Table 13. Canada Traffic Management Market, by Software – Revenue and Forecast to 2028 (USD Million)
Table 14. Canada Traffic Management Market, by Application – Revenue and Forecast to 2028 (USD Million)
Table 15. Mexico Traffic Management Market, by Component – Revenue and Forecast to 2028 (USD Million)
Table 16. Mexico Traffic Management Market, by Hardware – Revenue and Forecast to 2028 (USD Million)
Table 17. Mexico Traffic Management Market, by Software – Revenue and Forecast to 2028 (USD Million)
Table 18. Mexico Traffic Management Market, by Application – Revenue and Forecast to 2028 (USD Million)
Table 19. Europe Traffic Management Market, by Component – Revenue and Forecast to 2028 (USD Million)
Table 20. Europe Traffic Management Market, by Hardware – Revenue and Forecast to 2028 (USD Million)
Table 21. Europe Traffic Management Market, by Software – Revenue and Forecast to 2028 (USD Million)
Table 22. Europe Traffic Management Market, by Application – Revenue and Forecast to 2028 (USD Million)
Table 23. Europe Traffic Management Market, by Country – Revenue and Forecast to 2028 (USD Million)
Table 24. Germany Traffic Management Market, by Component – Revenue and Forecast to 2028 (USD Million)
Table 25. Germany Traffic Management Market, by Hardware – Revenue and Forecast to 2028 (USD Million)
Table 26. Germany Traffic Management Market, by Software – Revenue and Forecast to 2028 (USD Million)
Table 27. Germany Traffic Management Market, by Application – Revenue and Forecast to 2028 (USD Million)
Table 28. France Traffic Management Market, by Component – Revenue and Forecast to 2028 (USD Million)
Table 29. France Traffic Management Market, by Hardware – Revenue and Forecast to 2028 (USD Million)
Table 30. France Traffic Management Market, by Software – Revenue and Forecast to 2028 (USD Million)
Table 31. France Traffic Management Market, by Application – Revenue and Forecast to 2028 (USD Million)
Table 32. Italy Traffic Management Market, by Component – Revenue and Forecast to 2028 (USD Million)
Table 33. Italy Traffic Management Market, by Hardware – Revenue and Forecast to 2028 (USD Million)
Table 34. Italy Traffic Management Market, by Software – Revenue and Forecast to 2028 (USD Million)
Table 35. Italy Traffic Management Market, by Application – Revenue and Forecast to 2028 (USD Million)
Table 36. UK Traffic Management Market, by Component – Revenue and Forecast to 2028 (USD Million)
Table 37. UK Traffic Management Market, by Hardware – Revenue and Forecast to 2028 (USD Million)
Table 38. UK Traffic Management Market, by Software – Revenue and Forecast to 2028 (USD Million)
Table 39. UK Traffic Management Market, by Application – Revenue and Forecast to 2028 (USD Million)
Table 40. Russia Traffic Management Market, by Component – Revenue and Forecast to 2028 (USD Million)
Table 41. Russia Traffic Management Market, by Hardware – Revenue and Forecast to 2028 (USD Million)
Table 42. Russia Traffic Management Market, by Software – Revenue and Forecast to 2028 (USD Million)
Table 43. Russia Traffic Management Market, by Application – Revenue and Forecast to 2028 (USD Million)
Table 44. Rest of Europe Traffic Management Market, by Component – Revenue and Forecast to 2028 (USD Million)
Table 45. Rest of Europe Traffic Management Market, by Hardware – Revenue and Forecast to 2028 (USD Million)
Table 46. Rest of Europe Traffic Management Market, by Software – Revenue and Forecast to 2028 (USD Million)
Table 47. Rest of Europe Traffic Management Market, by Application – Revenue and Forecast to 2028 (USD Million)
Table 48. APAC Traffic Management Market, by Component – Revenue and Forecast to 2028 (USD Million)
Table 49. APAC Traffic Management Market, by Hardware – Revenue and Forecast to 2028 (USD Million)
Table 50. APAC Traffic Management Market, by Software – Revenue and Forecast to 2028 (USD Million)
Table 51. APAC Traffic Management Market, by Application – Revenue and Forecast to 2028 (USD Million)
Table 52. APAC Traffic Management Market, by Country – Revenue and Forecast to 2028 (USD Million)
Table 53. Australia Traffic Management Market, by Component – Revenue and Forecast to 2028 (USD Million)
Table 54. Australia Traffic Management Market, by Hardware – Revenue and Forecast to 2028 (USD Million)
Table 55. Australia Traffic Management Market, by Software – Revenue and Forecast to 2028 (USD Million)
Table 56. Australia Traffic Management Market, by Application – Revenue and Forecast to 2028 (USD Million)
Table 57. China Traffic Management Market, by Component – Revenue and Forecast to 2028 (USD Million)
Table 58. China Traffic Management Market, by Hardware – Revenue and Forecast to 2028 (USD Million)
Table 59. China Traffic Management Market, by Software – Revenue and Forecast to 2028 (USD Million))
Table 60. China Traffic Management Market, by Application – Revenue and Forecast to 2028 (USD Million)
Table 61. India Traffic Management Market, by Component – Revenue and Forecast to 2028 (USD Million)
Table 62. India Traffic Management Market, by Hardware – Revenue and Forecast to 2028 (USD Million)
Table 63. India Traffic Management Market, by Software – Revenue and Forecast to 2028 (USD Million)
Table 64. India Traffic Management Market, by Application – Revenue and Forecast to 2028 (USD Million)
Table 65. Japan Traffic Management Market, by Component – Revenue and Forecast to 2028 (USD Million)
Table 66. Japan Traffic Management Market, by Hardware – Revenue and Forecast to 2028 (USD Million)
Table 67. Japan Traffic Management Market, by Software – Revenue and Forecast to 2028 (USD Million)
Table 68. Japan Traffic Management Market, by Application – Revenue and Forecast to 2028 (USD Million)
Table 69. South Korea Traffic Management Market, by Component – Revenue and Forecast to 2028 (USD Million)
Table 70. South Korea Traffic Management Market, by Hardware – Revenue and Forecast to 2028 (USD Million)
Table 71. South Korea Traffic Management Market, by Software – Revenue and Forecast to 2028 (USD Million)
Table 72. South Korea Traffic Management Market, by Application – Revenue and Forecast to 2028 (USD Million)
Table 73. Rest of APAC Traffic Management Market, by Component – Revenue and Forecast to 2028 (USD Million)
Table 74. Rest of APAC Traffic Management Market, by Hardware – Revenue and Forecast to 2028 (USD Million)
Table 75. Rest of APAC Traffic Management Market, by Software – Revenue and Forecast to 2028 (USD Million)
Table 76. Rest of APAC Traffic Management Market, by Application – Revenue and Forecast to 2028 (USD Million)
Table 77. MEA Traffic Management Market, by Component – Revenue and Forecast to 2028 (USD Million)
Table 78. MEA Traffic Management Market, by Hardware – Revenue and Forecast to 2028 (USD Million)
Table 79. MEA Traffic Management Market, by Software – Revenue and Forecast to 2028 (USD Million)
Table 80. MEA Traffic Management Market, by Application – Revenue and Forecast to 2028 (USD Million)
Table 81. MEA Traffic Management Market, by Country – Revenue and Forecast to 2028 (USD Million)
Table 82. South Africa Traffic Management Market, by Component – Revenue and Forecast to 2028 (USD Million)
Table 83. South Africa Traffic Management Market, by Hardware – Revenue and Forecast to 2028 (USD Million)
Table 84. South Africa Traffic Management Market, by Software – Revenue and Forecast to 2028 (USD Million)
Table 85. South Africa Traffic Management Market, by Application – Revenue and Forecast to 2028 (USD Million)
Table 86. Saudi Arabia Traffic Management Market, by Component – Revenue and Forecast to 2028 (USD Million)
Table 87. Saudi Arabia Traffic Management Market, by Hardware – Revenue and Forecast to 2028 (USD Million)
Table 88. Saudi Arabia Traffic Management Market, by Software – Revenue and Forecast to 2028 (USD Million)
Table 89. Saudi Arabia Traffic Management Market, by Application – Revenue and Forecast to 2028 (USD Million)
Table 90. UAE Traffic Management Market, by Component – Revenue and Forecast to 2028 (USD Million)
Table 91. UAE Traffic Management Market, by Hardware – Revenue and Forecast to 2028 (USD Million)
Table 92. UAE Traffic Management Market, by Software – Revenue and Forecast to 2028 (USD Million)
Table 93. UAE Traffic Management Market, by Application – Revenue and Forecast to 2028 (USD Million)
Table 94. Rest of MEA Traffic Management Market, by Component – Revenue and Forecast to 2028 (USD Million)
Table 95. Rest of MEA Traffic Management Market, by Hardware – Revenue and Forecast to 2028 (USD Million)
Table 96. Rest of MEA Traffic Management Market, by Software – Revenue and Forecast to 2028 (USD Million)
Table 97. Rest of MEA Traffic Management Market, by Application – Revenue and Forecast to 2028 (USD Million)
Table 98. SAM Traffic Management Market, by Component – Revenue and Forecast to 2028 (USD Million)
Table 99. SAM Traffic Management Market, by Hardware – Revenue and Forecast to 2028 (USD Million)
Table 100. SAM Traffic Management Market, by Software – Revenue and Forecast to 2028 (USD Million)
Table 101. SAM Traffic Management Market, by Application – Revenue and Forecast to 2028 (USD Million)
Table 102. SAM Traffic Management Market, by Country – Revenue and Forecast to 2028 (USD Million)
Table 103. Brazil Traffic Management Market, by Component – Revenue and Forecast to 2028 (USD Million)
Table 104. Brazil Traffic Management Market, by Hardware – Revenue and Forecast to 2028 (USD Million)
Table 105. Brazil Traffic Management Market, by Software – Revenue and Forecast to 2028 (USD Million)
Table 106. Brazil Traffic Management Market, by Application – Revenue and Forecast to 2028 (USD Million)
Table 107. Argentina Traffic Management Market, by Component – Revenue and Forecast to 2028 (USD Million)
Table 108. Argentina Traffic Management Market, by Hardware – Revenue and Forecast to 2028 (USD Million)
Table 109. Argentina Traffic Management Market, by Software – Revenue and Forecast to 2028 (USD Million)
Table 110. Argentina Traffic Management Market, by Application – Revenue and Forecast to 2028 (USD Million)
Table 111. Rest of SAM Traffic Management Market, by Component – Revenue and Forecast to 2028 (USD Million)
Table 112. Rest of SAM Traffic Management Market, by Hardware – Revenue and Forecast to 2028 (USD Million)
Table 113. Rest of SAM Traffic Management Market, by Software – Revenue and Forecast to 2028 (USD Million)
Table 114. Rest of SAM Traffic Management Market, by Application – Revenue and Forecast to 2028 (USD Million)
Table 115. List of Abbreviation
LIST OF FIGURES
Figure 1. Traffic Management Market Segmentation
Figure 2. Traffic Management Market Segmentation – By Geography
Figure 3. Global Traffic Management Market Overview
Figure 4. Hardware Segment held the Largest Share of Traffic Management Market
Figure 5. Traffic Signal Management Segment held the Largest Share of Traffic Management Market
Figure 6. APAC to Show Great Traction During Forecast Period
Figure 7. North America: PEST Analysis
Figure 8. Europe: PEST Analysis
Figure 9. Asia-Pacific: PEST Analysis
Figure 10. Middle East and Africa: PEST Analysis
Figure 11. South America: PEST Analysis
Figure 12. Expert Opinion
Figure 13. Traffic Management Market Impact Analysis of Drivers and Restraints
Figure 14. Geographic Overview of Traffic Management Market
Figure 15. Traffic Management Market – Revenue and Forecast to 2028 (US$ Million)
Figure 16. Traffic Management Market Revenue Share, By Component (2021 and 2028)
Figure 17. Hardware: Traffic Management Market – Revenue, and Forecast to 2028 (US$ Million)
Figure 18. Camera: Traffic Management Market- Revenue and Forecast to 2028 (US$ Million)
Figure 19. Display Boards: Traffic Management Market- Revenue and Forecast to 2028 (US$ Million)
Figure 20. Sensors: Traffic Management Market- Revenue and Forecast to 2028 (US$ Million)
Figure 21. Software: Traffic Management Market – Revenue, and Forecast to 2028 (US$ Million)
Figure 22. Cloud: Traffic Management Market- Revenue and Forecast to 2028 (US$ Million)
Figure 23. On-Premise: Traffic Management Market- Revenue and Forecast to 2028 (US$ Million)
Figure 24. Services: Traffic Management Market – Revenue, and Forecast to 2028 (US$ Million)
Figure 25. Traffic Management Market Breakdown, By Application (2021 and 2028)
Figure 26. Automatic Tolling Market Revenue and Forecast to 2028 (US$ Million)
Figure 27. Lane Management Market Revenue and Forecast to 2028(US$ Million)
Figure 28. Parking Management Market Revenue and Forecast to 2028(US$ Million)
Figure 29. Surveillance Market Revenue and Forecast to 2028(US$ Million)
Figure 30. Traffic Signal Management Market Revenue and Forecast to 2028 (US$ Million)
Figure 31. Others Market Revenue and Forecast to 2028 (US$ Million)
Figure 32. Global Traffic Management Market Breakdown, by Region, 2021 & 2028 (%)
Figure 33. North America Traffic Management Market, Revenue and Forecast to 2028 (US$ Million)
Figure 34. North America Traffic Management Market Breakdown, By Component, 2021 & 2028 (%)
Figure 35. North America Traffic Management Market Breakdown, By Application, 2021 & 2028 (%)
Figure 36. North America Traffic Management Market Breakdown, by Country, 2021 & 2028 (%)
Figure 37. US Traffic Management Market, Revenue and Forecast to 2028 (US$ Million)
Figure 38. Canada Traffic Management Market, Revenue and Forecast to 2028 (US$ Million)
Figure 39. Mexico Traffic Management Market, Revenue and Forecast to 2028 (US$ Million)
Figure 40. Europe Traffic Management Market, Revenue and Forecast To 2028 (US$ Million)
Figure 41. Europe Traffic Management Market Breakdown, By Component, 2021 & 2028 (%)
Figure 42. Europe Traffic Management Market Breakdown, By Application, 2021 & 2028 (%)
Figure 43. Europe Traffic Management Market Breakdown, by Country, 2021 & 2028(%)
Figure 44. Germany Traffic Management Market, Revenue and Forecast to 2028 (US$ Million)
Figure 45. France Traffic Management Market, Revenue and Forecast to 2028 (US$ Million)
Figure 46. Italy Traffic Management Market, Revenue and Forecast to 2028 (US$ Million)
Figure 47. UK Traffic Management Market, Revenue and Forecast to 2028 (US$ Million)
Figure 48. Russia Traffic Management Market, Revenue and Forecast to 2028 (US$ Million)
Figure 49. Rest of Europe Traffic Management Market, Revenue and Forecast to 2028 (US$ million)
Figure 50. APAC Traffic Management Market, Revenue and Forecast To 2028 (US$ Million)
Figure 51. APAC Traffic Management Market Breakdown, By Component, 2021 & 2028 (%)
Figure 52. APAC Traffic Management Market Breakdown, By Application, 2021 & 2028 (%)
Figure 53. APAC Traffic Management Market Breakdown, by Country, 2021 & 2028 (%)
Figure 54. Australia Traffic Management Market, Revenue and Forecast To 2028 (US$ Million)
Figure 55. China Traffic Management Market, Revenue and Forecast To 2028 (US$ Million)
Figure 56. India Traffic Management Market, Revenue and Forecast To 2028 (US$ Million)
Figure 57. Japan Traffic Management Market, Revenue and Forecast To 2028 (US$ Million)
Figure 58. South Korea Traffic Management Market, Revenue and Forecast To 2028 (US$ Million)
Figure 59. Rest of APAC Traffic Management Market, Revenue and Forecast To 2028 (US$ Million)
Figure 60. MEA Traffic Management Market, Revenue and Forecast to 2028 (US$ Million)
Figure 61. MEA Traffic Management Market Breakdown, By Component, 2021 & 2028 (%)
Figure 62. MEA Traffic Management Market Breakdown, By Application, 2021 & 2028 (%)
Figure 63. MEA Traffic Management Market Breakdown, By Country, 2021 & 2028 (%)
Figure 64. South Africa Traffic Management Market, Revenue and Forecast To 2028 (US$ Million)
Figure 65. Saudi Arabia Traffic Management Market, Revenue and Forecast To 2028 (US$ Million)
Figure 66. UAE Traffic Management Market, Revenue and Forecast To 2028 (US$ Million)
Figure 67. Rest of MEA Traffic Management Market, Revenue and Forecast To 2028 (US$ Million)
Figure 68. SAM Traffic Management Market, Revenue and Forecast to 2028 (US$ Million)
Figure 69. SAM Traffic Management Market Breakdown, By Component, 2021 & 2028 (%)
Figure 70. SAM Traffic Management Market Breakdown, By Application, 2021 & 2028 (%)
Figure 71. SAM Traffic Management Market Breakdown, by Country, 2021 & 2028 (%)
Figure 72. Brazil Traffic Management Market, Revenue and Forecast to 2028 (US$ Million)
Figure 73. Argentina Traffic Management Market, Revenue and Forecast to 2028 (US$ million)
Figure 74. Rest of SAM Traffic Management Market, Revenue and Forecast to 2028 (US$ Million)
Figure 75. Impact of COVID-19 Pandemic in North American Country Markets
Figure 76. Impact of COVID-19 Pandemic in Europe Country Markets
Figure 77. Impact of COVID-19 Pandemic in APAC Country Markets
Figure 78. Impact of COVID-19 Pandemic in MEA Country Markets
Figure 79. Impact of COVID-19 Pandemic in South America Country Markets
The List of Companies - Traffic Management Market
- Axis Communications AB
- Cisco Systems, Inc.
- Cubic Corporation
- Dahua Technology Co., Ltd.
- Hangzhou Hikvision Digital Technology Co., Ltd.
- IBM Corporation
- SGS SA
- Siemens AG
- SNC-Lavalin Group
- Teledyne FLIR LLC
The Insight Partners performs research in 4 major stages: Data Collection & Secondary Research, Primary Research, Data Analysis and Data Triangulation & Final Review.
- Data Collection and Secondary Research:
As a market research and consulting firm operating from a decade, we have published many reports and advised several clients across the globe. First step for any study will start with an assessment of currently available data and insights from existing reports. Further, historical and current market information is collected from Investor Presentations, Annual Reports, SEC Filings, etc., and other information related to company’s performance and market positioning are gathered from Paid Databases (Factiva, Hoovers, and Reuters) and various other publications available in public domain.
Several associations trade associates, technical forums, institutes, societies and organizations are accessed to gain technical as well as market related insights through their publications such as research papers, blogs and press releases related to the studies are referred to get cues about the market. Further, white papers, journals, magazines, and other news articles published in the last 3 years are scrutinized and analyzed to understand the current market trends.
- Primary Research:
The primarily interview analysis comprise of data obtained from industry participants interview and answers to survey questions gathered by in-house primary team.
For primary research, interviews are conducted with industry experts/CEOs/Marketing Managers/Sales Managers/VPs/Subject Matter Experts from both demand and supply side to get a 360-degree view of the market. The primary team conducts several interviews based on the complexity of the markets to understand the various market trends and dynamics which makes research more credible and precise.
A typical research interview fulfils the following functions:
- Provides first-hand information on the market size, market trends, growth trends, competitive landscape, and outlook
- Validates and strengthens in-house secondary research findings
- Develops the analysis team’s expertise and market understanding
Primary research involves email interactions and telephone interviews for each market, category, segment, and sub-segment across geographies. The participants who typically take part in such a process include, but are not limited to:
- Industry participants: VPs, business development managers, market intelligence managers and national sales managers
- Outside experts: Valuation experts, research analysts and key opinion leaders specializing in the electronics and semiconductor industry.
Below is the breakup of our primary respondents by company, designation, and region:
Once we receive the confirmation from primary research sources or primary respondents, we finalize the base year market estimation and forecast the data as per the macroeconomic and microeconomic factors assessed during data collection.
- Data Analysis:
Once data is validated through both secondary as well as primary respondents, we finalize the market estimations by hypothesis formulation and factor analysis at regional and country level.
- 3.1 Macro-Economic Factor Analysis:
We analyse macroeconomic indicators such the gross domestic product (GDP), increase in the demand for goods and services across industries, technological advancement, regional economic growth, governmental policies, the influence of COVID-19, PEST analysis, and other aspects. This analysis aids in setting benchmarks for various nations/regions and approximating market splits. Additionally, the general trend of the aforementioned components aid in determining the market's development possibilities.
- 3.2 Country Level Data:
Various factors that are especially aligned to the country are taken into account to determine the market size for a certain area and country, including the presence of vendors, such as headquarters and offices, the country's GDP, demand patterns, and industry growth. To comprehend the market dynamics for the nation, a number of growth variables, inhibitors, application areas, and current market trends are researched. The aforementioned elements aid in determining the country's overall market's growth potential.
- 3.3 Company Profile:
The “Table of Contents” is formulated by listing and analyzing more than 25 - 30 companies operating in the market ecosystem across geographies. However, we profile only 10 companies as a standard practice in our syndicate reports. These 10 companies comprise leading, emerging, and regional players. Nonetheless, our analysis is not restricted to the 10 listed companies, we also analyze other companies present in the market to develop a holistic view and understand the prevailing trends. The “Company Profiles” section in the report covers key facts, business description, products & services, financial information, SWOT analysis, and key developments. The financial information presented is extracted from the annual reports and official documents of the publicly listed companies. Upon collecting the information for the sections of respective companies, we verify them via various primary sources and then compile the data in respective company profiles. The company level information helps us in deriving the base number as well as in forecasting the market size.
- 3.4 Developing Base Number:
Aggregation of sales statistics (2020-2022) and macro-economic factor, and other secondary and primary research insights are utilized to arrive at base number and related market shares for 2022. The data gaps are identified in this step and relevant market data is analyzed, collected from paid primary interviews or databases. On finalizing the base year market size, forecasts are developed on the basis of macro-economic, industry and market growth factors and company level analysis.
- Data Triangulation and Final Review:
The market findings and base year market size calculations are validated from supply as well as demand side. Demand side validations are based on macro-economic factor analysis and benchmarks for respective regions and countries. In case of supply side validations, revenues of major companies are estimated (in case not available) based on industry benchmark, approximate number of employees, product portfolio, and primary interviews revenues are gathered. Further revenue from target product/service segment is assessed to avoid overshooting of market statistics. In case of heavy deviations between supply and demand side values, all thes steps are repeated to achieve synchronization.
We follow an iterative model, wherein we share our research findings with Subject Matter Experts (SME’s) and Key Opinion Leaders (KOLs) until consensus view of the market is not formulated – this model negates any drastic deviation in the opinions of experts. Only validated and universally acceptable research findings are quoted in our reports.
We have important check points that we use to validate our research findings – which we call – data triangulation, where we validate the information, we generate from secondary sources with primary interviews and then we re-validate with our internal data bases and Subject matter experts. This comprehensive model enables us to deliver high quality, reliable data in shortest possible time.
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