Self-Driving Bus Market Key Players Analysis 2031
Autonomous vehicles also known as self-driving car or bus makes use artificial intelligence (AI) software, cameras, and light detection & ranging (LiDAR), RADAR, to sense the surrounding environment and navigate by creating an active 3D map of that location. There are diverse levels of autonomy ranging from semi-autonomous that involve driver assistance to fully autonomous, which does not require human assistance. The high amount of fuel is burned while driving at high speeds or braking and re-accelerating excessively. Self-driving bus consumes less gas and uses less battery, which results in less pollution.
MARKET SCOPE
The "Global Self-Driving Bus Market Analysis to 2031" is a specialized and in-depth study of the Self-Driving Bus market with a special focus on the global market trend analysis. The report aims to provide an overview of Self-Driving Bus market with detailed market segmentation by t automation, component and geography. The global Self-Driving Bus market is expected to witness high growth during the forecast period. The report provides key statistics on the market status of the leading Self-Driving Bus market players and offers key trends and opportunities in the Self-Driving Bus market.
MARKET SEGMENTATION
- On the basis of level of automation, the market is segmented as Level 1, Level 2, Level 3, Level 4, and Level 5.
- On the basis of component, the market is segmented as hardware, software, and services.
MARKET DYNAMICS
Drivers:
- Growth in connected infrastructure
- Reduction in traffic congestion due to improved safety
Restraint -
- High manufacturing cost and data management challenges
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The report provides a detailed overview of the industry including both qualitative and quantitative information. It provides an overview and forecast of the global market based on various segments. It also provides market size and forecast estimates from the year 2021 to 2031 with respect to five major regions, namely; North America, Europe, Asia-Pacific (APAC), the Middle East and Africa (MEA), and South America. The Self-Driving Bus market by each region is later sub-segmented by respective countries and segments. The report covers the analysis and forecast of 18 countries globally along with the current trend and opportunities prevailing in the region.
The report analyzes factors affecting the market from both demand and supply side and further evaluates market dynamics affecting the market during the forecast period i.e., drivers, restraints, opportunities, and future trend. The report also provides exhaustive PEST analysis for all five regions namely; North America, Europe, APAC, MEA, and South America after evaluating political, economic, social and technological factors affecting the Self-Driving Bus market in these regions.
IMPACT OF COVID-19 ON SELF-DRIVING BUS MARKET
The COVID-19 pandemic impacted the automotive sector drastically due to the standstill of major OEM and supplier factory. Approximately 90% of the factories were closed in China, Europe, and North America. Additionally, mobility players suffered drastically from the pandemic as the public-transit ridership fell from 70 to 90 percent across major cities worldwide. Furthermore, the impact of COVID-19 on autonomous vehicles differed across different regions, subject to technology readiness, changes in consumer behavior, and regulatory developments. For instance, in North America, autonomous vehicle testing was temporarily suspended and the consumer's behavior trends shifted away from shared mobility and public transit. However, it is speculated that as the effects of COVID-19 gets reduced and vaccine drives are conducted successfully, the consumers could start adopting road based mobility which would result in market players doubling their investment in autonomous vehicle. For instance, DB Regio AG and ZF Friedrichshafen AG have entered a strategic partnership to introduce highly automated and autonomous bus shuttles on the roads in Germany in the near future. Such initiatives by companies and coinciding government policies for connected safe public transit are expected to reverse the impact on the global self-driving bus market.
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- Sample PDF showcases the content structure and the nature of the information with qualitative and quantitative analysis.
- Request discounts available for Start-Ups & Universities
The report provides a detailed overview of the industry including both qualitative and quantitative information. It provides an overview and forecast of the global market based on various segments. It also provides market size and forecast estimates from the year 2021 to 2031 with respect to five major regions, namely; North America, Europe, Asia-Pacific (APAC), the Middle East and Africa (MEA), and South America. The Self-Driving Bus market by each region is later sub-segmented by respective countries and segments. The report covers the analysis and forecast of 18 countries globally along with the current trend and opportunities prevailing in the region.
The report analyzes factors affecting the market from both demand and supply side and further evaluates market dynamics affecting the market during the forecast period i.e., drivers, restraints, opportunities, and future trend. The report also provides exhaustive PEST analysis for all five regions namely; North America, Europe, APAC, MEA, and South America after evaluating political, economic, social and technological factors affecting the Self-Driving Bus market in these regions.
IMPACT OF COVID-19 ON SELF-DRIVING BUS MARKET
The COVID-19 pandemic impacted the automotive sector drastically due to the standstill of major OEM and supplier factory. Approximately 90% of the factories were closed in China, Europe, and North America. Additionally, mobility players suffered drastically from the pandemic as the public-transit ridership fell from 70 to 90 percent across major cities worldwide. Furthermore, the impact of COVID-19 on autonomous vehicles differed across different regions, subject to technology readiness, changes in consumer behavior, and regulatory developments. For instance, in North America, autonomous vehicle testing was temporarily suspended and the consumer's behavior trends shifted away from shared mobility and public transit. However, it is speculated that as the effects of COVID-19 gets reduced and vaccine drives are conducted successfully, the consumers could start adopting road based mobility which would result in market players doubling their investment in autonomous vehicle. For instance, DB Regio AG and ZF Friedrichshafen AG have entered a strategic partnership to introduce highly automated and autonomous bus shuttles on the roads in Germany in the near future. Such initiatives by companies and coinciding government policies for connected safe public transit are expected to reverse the impact on the global self-driving bus market.
MARKET PLAYERS
The reports cover key developments in the Self-Driving Bus market as organic and inorganic growth strategies. Various companies are focusing on organic growth strategies such as product launches, product approvals and others such as patents and events. Inorganic growth strategies activities witnessed in the market were acquisitions, and partnership & collaborations. These activities have paved way for expansion of business and customer base of market players. The market players from Self-Driving Bus market are anticipated to lucrative growth opportunities in the future with the rising demand for Self-Driving Bus market. Below mentioned is the list of few companies engaged in the Self-Driving Bus market.
The report also includes the profiles of key Self-Driving Bus market companies along with their SWOT analysis and market strategies. In addition, the report focuses on leading industry players with information such as company profiles, components and services offered, financial information of last 3 years, key development in past five years.
- AB Volvo
- Daimler AG
- EasyMile
- Hino Motors, Ltd.
- LILEE Systems
- Navya
- New Flyer (NFI Group Inc.)
- Proterra
- Rivian
- Volkswagen Group
The Insight Partner's dedicated research and analysis team consist of experienced professionals with advanced statistical expertise and offer various customization options in the existing study.
- Sample PDF showcases the content structure and the nature of the information with qualitative and quantitative analysis.
- Request discounts available for Start-Ups & Universities
Report Coverage
Revenue forecast, Company Analysis, Industry landscape, Growth factors, and Trends
Segment Covered
This text is related
to segments covered.
Regional Scope
North America, Europe, Asia Pacific, Middle East & Africa, South & Central America
Country Scope
This text is related
to country scope.
1. INTRODUCTION
1.1. SCOPE OF THE STUDY
1.2. THE INSIGHT PARTNERS RESEARCH REPORT GUIDANCE
1.3. MARKET SEGMENTATION
1.3.1 Self-Driving Bus Market - By Level of Automation
1.3.2 Self-Driving Bus Market - By Component
1.3.3 Self-Driving Bus Market - By Region
1.3.3.1 By Country
2. KEY TAKEAWAYS
3. RESEARCH METHODOLOGY
4. SELF-DRIVING BUS MARKET LANDSCAPE
4.1. OVERVIEW
4.2. PORTER'S FIVE FORCES ANALYSIS
4.2.1 Bargaining Power of Buyers
4.2.1 Bargaining Power of Suppliers
4.2.1 Threat of Substitute
4.2.1 Threat of New Entrants
4.2.1 Competitive Rivalry
4.3. ECOSYSTEM ANALYSIS
4.4. EXPERT OPINIONS
5. SELF-DRIVING BUS MARKET - KEY MARKET DYNAMICS
5.1. KEY MARKET DRIVERS
5.2. KEY MARKET RESTRAINTS
5.3. KEY MARKET OPPORTUNITIES
5.4. FUTURE TRENDS
5.5. IMPACT ANALYSIS OF DRIVERS AND RESTRAINTS
6. SELF-DRIVING BUS MARKET - GLOBAL MARKET ANALYSIS
6.1. SELF-DRIVING BUS - GLOBAL MARKET OVERVIEW
6.2. SELF-DRIVING BUS - GLOBAL MARKET AND FORECAST TO 2028
6.3. MARKET POSITIONING/MARKET SHARE
7. SELF-DRIVING BUS MARKET - REVENUE AND FORECASTS TO 2028 - LEVEL OF AUTOMATION
7.1. OVERVIEW
7.2. LEVEL OF AUTOMATION MARKET FORECASTS AND ANALYSIS
7.3. LEVEL 1
7.3.1. Overview
7.3.2. Level 1 Market Forecast and Analysis
7.4. LEVEL 2
7.4.1. Overview
7.4.2. Level 2 Market Forecast and Analysis
7.5. LEVEL 3
7.5.1. Overview
7.5.2. Level 3 Market Forecast and Analysis
7.6. LEVEL 4
7.6.1. Overview
7.6.2. Level 4 Market Forecast and Analysis
7.7. LEVEL 5
7.7.1. Overview
7.7.2. Level 5 Market Forecast and Analysis
8. SELF-DRIVING BUS MARKET - REVENUE AND FORECASTS TO 2028 - COMPONENT
8.1. OVERVIEW
8.2. COMPONENT MARKET FORECASTS AND ANALYSIS
8.3. HARDWARE
8.3.1. Overview
8.3.2. Hardware Market Forecast and Analysis
8.4. SOFTWARE
8.4.1. Overview
8.4.2. Software Market Forecast and Analysis
8.5. SERVICES
8.5.1. Overview
8.5.2. Services Market Forecast and Analysis
9. SELF-DRIVING BUS MARKET REVENUE AND FORECASTS TO 2028 - GEOGRAPHICAL ANALYSIS
9.1. NORTH AMERICA
9.1.1 North America Self-Driving Bus Market Overview
9.1.2 North America Self-Driving Bus Market Forecasts and Analysis
9.1.3 North America Self-Driving Bus Market Forecasts and Analysis - By Level of Automation
9.1.4 North America Self-Driving Bus Market Forecasts and Analysis - By Component
9.1.5 North America Self-Driving Bus Market Forecasts and Analysis - By Countries
9.1.5.1 United States Self-Driving Bus Market
9.1.5.1.1 United States Self-Driving Bus Market by Level of Automation
9.1.5.1.2 United States Self-Driving Bus Market by Component
9.1.5.2 Canada Self-Driving Bus Market
9.1.5.2.1 Canada Self-Driving Bus Market by Level of Automation
9.1.5.2.2 Canada Self-Driving Bus Market by Component
9.1.5.3 Mexico Self-Driving Bus Market
9.1.5.3.1 Mexico Self-Driving Bus Market by Level of Automation
9.1.5.3.2 Mexico Self-Driving Bus Market by Component
9.2. EUROPE
9.2.1 Europe Self-Driving Bus Market Overview
9.2.2 Europe Self-Driving Bus Market Forecasts and Analysis
9.2.3 Europe Self-Driving Bus Market Forecasts and Analysis - By Level of Automation
9.2.4 Europe Self-Driving Bus Market Forecasts and Analysis - By Component
9.2.5 Europe Self-Driving Bus Market Forecasts and Analysis - By Countries
9.2.5.1 Germany Self-Driving Bus Market
9.2.5.1.1 Germany Self-Driving Bus Market by Level of Automation
9.2.5.1.2 Germany Self-Driving Bus Market by Component
9.2.5.2 France Self-Driving Bus Market
9.2.5.2.1 France Self-Driving Bus Market by Level of Automation
9.2.5.2.2 France Self-Driving Bus Market by Component
9.2.5.3 Italy Self-Driving Bus Market
9.2.5.3.1 Italy Self-Driving Bus Market by Level of Automation
9.2.5.3.2 Italy Self-Driving Bus Market by Component
9.2.5.4 United Kingdom Self-Driving Bus Market
9.2.5.4.1 United Kingdom Self-Driving Bus Market by Level of Automation
9.2.5.4.2 United Kingdom Self-Driving Bus Market by Component
9.2.5.5 Russia Self-Driving Bus Market
9.2.5.5.1 Russia Self-Driving Bus Market by Level of Automation
9.2.5.5.2 Russia Self-Driving Bus Market by Component
9.2.5.6 Rest of Europe Self-Driving Bus Market
9.2.5.6.1 Rest of Europe Self-Driving Bus Market by Level of Automation
9.2.5.6.2 Rest of Europe Self-Driving Bus Market by Component
9.3. ASIA-PACIFIC
9.3.1 Asia-Pacific Self-Driving Bus Market Overview
9.3.2 Asia-Pacific Self-Driving Bus Market Forecasts and Analysis
9.3.3 Asia-Pacific Self-Driving Bus Market Forecasts and Analysis - By Level of Automation
9.3.4 Asia-Pacific Self-Driving Bus Market Forecasts and Analysis - By Component
9.3.5 Asia-Pacific Self-Driving Bus Market Forecasts and Analysis - By Countries
9.3.5.1 Australia Self-Driving Bus Market
9.3.5.1.1 Australia Self-Driving Bus Market by Level of Automation
9.3.5.1.2 Australia Self-Driving Bus Market by Component
9.3.5.2 China Self-Driving Bus Market
9.3.5.2.1 China Self-Driving Bus Market by Level of Automation
9.3.5.2.2 China Self-Driving Bus Market by Component
9.3.5.3 India Self-Driving Bus Market
9.3.5.3.1 India Self-Driving Bus Market by Level of Automation
9.3.5.3.2 India Self-Driving Bus Market by Component
9.3.5.4 Japan Self-Driving Bus Market
9.3.5.4.1 Japan Self-Driving Bus Market by Level of Automation
9.3.5.4.2 Japan Self-Driving Bus Market by Component
9.3.5.5 South Korea Self-Driving Bus Market
9.3.5.5.1 South Korea Self-Driving Bus Market by Level of Automation
9.3.5.5.2 South Korea Self-Driving Bus Market by Component
9.3.5.6 Rest of Asia-Pacific Self-Driving Bus Market
9.3.5.6.1 Rest of Asia-Pacific Self-Driving Bus Market by Level of Automation
9.3.5.6.2 Rest of Asia-Pacific Self-Driving Bus Market by Component
9.4. MIDDLE EAST AND AFRICA
9.4.1 Middle East and Africa Self-Driving Bus Market Overview
9.4.2 Middle East and Africa Self-Driving Bus Market Forecasts and Analysis
9.4.3 Middle East and Africa Self-Driving Bus Market Forecasts and Analysis - By Level of Automation
9.4.4 Middle East and Africa Self-Driving Bus Market Forecasts and Analysis - By Component
9.4.5 Middle East and Africa Self-Driving Bus Market Forecasts and Analysis - By Countries
9.4.5.1 South Africa Self-Driving Bus Market
9.4.5.1.1 South Africa Self-Driving Bus Market by Level of Automation
9.4.5.1.2 South Africa Self-Driving Bus Market by Component
9.4.5.2 Saudi Arabia Self-Driving Bus Market
9.4.5.2.1 Saudi Arabia Self-Driving Bus Market by Level of Automation
9.4.5.2.2 Saudi Arabia Self-Driving Bus Market by Component
9.4.5.3 U.A.E Self-Driving Bus Market
9.4.5.3.1 U.A.E Self-Driving Bus Market by Level of Automation
9.4.5.3.2 U.A.E Self-Driving Bus Market by Component
9.4.5.4 Rest of Middle East and Africa Self-Driving Bus Market
9.4.5.4.1 Rest of Middle East and Africa Self-Driving Bus Market by Level of Automation
9.4.5.4.2 Rest of Middle East and Africa Self-Driving Bus Market by Component
9.5. SOUTH AND CENTRAL AMERICA
9.5.1 South and Central America Self-Driving Bus Market Overview
9.5.2 South and Central America Self-Driving Bus Market Forecasts and Analysis
9.5.3 South and Central America Self-Driving Bus Market Forecasts and Analysis - By Level of Automation
9.5.4 South and Central America Self-Driving Bus Market Forecasts and Analysis - By Component
9.5.5 South and Central America Self-Driving Bus Market Forecasts and Analysis - By Countries
9.5.5.1 Brazil Self-Driving Bus Market
9.5.5.1.1 Brazil Self-Driving Bus Market by Level of Automation
9.5.5.1.2 Brazil Self-Driving Bus Market by Component
9.5.5.2 Argentina Self-Driving Bus Market
9.5.5.2.1 Argentina Self-Driving Bus Market by Level of Automation
9.5.5.2.2 Argentina Self-Driving Bus Market by Component
9.5.5.3 Rest of South and Central America Self-Driving Bus Market
9.5.5.3.1 Rest of South and Central America Self-Driving Bus Market by Level of Automation
9.5.5.3.2 Rest of South and Central America Self-Driving Bus Market by Component
10. INDUSTRY LANDSCAPE
10.1. MERGERS AND ACQUISITIONS
10.2. AGREEMENTS, COLLABORATIONS AND JOIN VENTURES
10.3. NEW PRODUCT LAUNCHES
10.4. EXPANSIONS AND OTHER STRATEGIC DEVELOPMENTS
11. SELF-DRIVING BUS MARKET, KEY COMPANY PROFILES
11.1. AB VOLVO
11.1.1. Key Facts
11.1.2. Business Description
11.1.3. Products and Services
11.1.4. Financial Overview
11.1.5. SWOT Analysis
11.1.6. Key Developments
11.2. LILEE SYSTEMS
11.2.1. Key Facts
11.2.2. Business Description
11.2.3. Products and Services
11.2.4. Financial Overview
11.2.5. SWOT Analysis
11.2.6. Key Developments
11.3. DAIMLER AG
11.3.1. Key Facts
11.3.2. Business Description
11.3.3. Products and Services
11.3.4. Financial Overview
11.3.5. SWOT Analysis
11.3.6. Key Developments
11.4. HINO MOTORS, LTD.
11.4.1. Key Facts
11.4.2. Business Description
11.4.3. Products and Services
11.4.4. Financial Overview
11.4.5. SWOT Analysis
11.4.6. Key Developments
11.5. EASYMILE
11.5.1. Key Facts
11.5.2. Business Description
11.5.3. Products and Services
11.5.4. Financial Overview
11.5.5. SWOT Analysis
11.5.6. Key Developments
11.6. NAVYA
11.6.1. Key Facts
11.6.2. Business Description
11.6.3. Products and Services
11.6.4. Financial Overview
11.6.5. SWOT Analysis
11.6.6. Key Developments
11.7. PROTERRA
11.7.1. Key Facts
11.7.2. Business Description
11.7.3. Products and Services
11.7.4. Financial Overview
11.7.5. SWOT Analysis
11.7.6. Key Developments
11.8. VOLKSWAGEN GROUP
11.8.1. Key Facts
11.8.2. Business Description
11.8.3. Products and Services
11.8.4. Financial Overview
11.8.5. SWOT Analysis
11.8.6. Key Developments
11.9. RIVIAN
11.9.1. Key Facts
11.9.2. Business Description
11.9.3. Products and Services
11.9.4. Financial Overview
11.9.5. SWOT Analysis
11.9.6. Key Developments
11.10. NEW FLYER (NFI GROUP INC.)
11.10.1. Key Facts
11.10.2. Business Description
11.10.3. Products and Services
11.10.4. Financial Overview
11.10.5. SWOT Analysis
11.10.6. Key Developments
12. APPENDIX
12.1. ABOUT THE INSIGHT PARTNERS
12.2. GLOSSARY OF TERMS
1.AB Volvo
2.LILEE Systems
3.Daimler AG
4.Hino Motors, Ltd.
5.EasyMile
6.Navya
7.Proterra
8.Volkswagen Group
9.Rivian
10.New Flyer (NFI Group Inc.)
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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