Automated Border Control Market Updates by 2031
Border control is a major security concern for every regions across the globe, be it international border or domestic border. The security at borders such as airports, sea ports and land borders is highly essential and the countries around the world is continuously tightening the border securities with innovative and advanced technologies.
MARKET SCOPE
The "Global Automated Border Control Market Analysis to 2031" is a specialized and in-depth study of the aerospace and defense industry with a special focus on the global market trend analysis. The report aims to provide an overview of the automated border control market with detailed market segmentation by component type, material, and geography. The report provides key statistics on the market status of the leading automated border control market players and offers key trends and opportunities in the market.
MARKET SEGMENTATION
- On the basis of system type, the market is segmented as E-gates and Kiosks.
- Based on component, the market is segmented into hardware, software and services.
- On the basis of application, the market is segmented as airports, sea ports and land border.
MARKET DYNAMICS
Drivers:
- The automated border control market has gained popularity in the developed countries and is increasingly gaining prominence in the developing countries. Attributing to the fact of increasing incidents of cross border trespassing, countries in both developed as well as developing regions are integrating their borders and ports with technologically enhanced systems.
- Additionally, the rise of automation in airports and sea ports is also facilitating the automated border control market to propel over the years.
- Furthermore, the manufacturers operating in automated border control market, are continuously innovating technologies which is easing the border crossing procedures for different travelers.
- Using the DAS and BVS technologies, the illegal activities in various region across geographies is expected to reduce significantly in the coming years. This factor is boosting the adoption of automated border control market in the present scenario and is also anticipated to catalyze the automated border control market in the years to come.
REGIONAL FRAMEWORK
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), and Rest of the World (RoW). The automated border control market by each region is later sub-segmented by respective countries and segments. The report covers the analysis and forecast of 17 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 trends. The report also provides exhaustive porter's five forces analysis affecting the automated border control market.
IMPACT OF COVID-19 ON AUTOMATED BORDER CONTROL MARKET
The COVID-19 epidemic wreaked havoc on the defense, maritime, and aviation industries around the world. The aviation business saw a drop in tax income in accordance with the drop in GDP, while the government's main focus is on helping the healthcare sector financially. The market's growth has slowed as a result of this.
Nonetheless, strong government laws intended against preventing COVID-19 have forced port operators, airport authorities, and others to use touch-free security systems. In addition, some airport authorities are planning to deploy border security measures in the next years, owing to strong government support and the necessity to halt the pandemic's spread.
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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), and Rest of the World (RoW). The automated border control market by each region is later sub-segmented by respective countries and segments. The report covers the analysis and forecast of 17 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 trends. The report also provides exhaustive porter's five forces analysis affecting the automated border control market.
IMPACT OF COVID-19 ON AUTOMATED BORDER CONTROL MARKET
The COVID-19 epidemic wreaked havoc on the defense, maritime, and aviation industries around the world. The aviation business saw a drop in tax income in accordance with the drop in GDP, while the government's main focus is on helping the healthcare sector financially. The market's growth has slowed as a result of this.
Nonetheless, strong government laws intended against preventing COVID-19 have forced port operators, airport authorities, and others to use touch-free security systems. In addition, some airport authorities are planning to deploy border security measures in the next years, owing to strong government support and the necessity to halt the pandemic's spread.
MARKET PLAYERS
The report covers key developments in the automated border control 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 marketwere acquisitions, and partnership & collaborations. These activities have paved way for the expansion of business and customer base of market players. The market payers from automated border control market are anticipated to lucrative growth opportunities in the future with the rising demand for automated border control in the global market.
The report also includes the profiles of key companies along with their SWOT analysis and market strategies in the automated border control market. In addition, the report focuses on leading industry players with information such as company profiles, components, and services offered, financial information of the last 3 years, the key development in the past five years.
- Cognitec Systems GmbH
- IER
- IDEMIA
- Indra Sistemas S.A
- NEC Corporation
- SITA
- Secunet Security Networks
- Thales Group
- Veridos GmbH
- Vision-Box
- 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 Automated Border Control Market - By System Type
1.3.2 Automated Border Control Market - By Component
1.3.3 Automated Border Control Market - By Application
1.3.4 Automated Border Control Market - By Region
1.3.4.1 By Country
2. KEY TAKEAWAYS
3. RESEARCH METHODOLOGY
4. AUTOMATED BORDER CONTROL 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. AUTOMATED BORDER CONTROL 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. AUTOMATED BORDER CONTROL MARKET - GLOBAL MARKET ANALYSIS
6.1. AUTOMATED BORDER CONTROL - GLOBAL MARKET OVERVIEW
6.2. AUTOMATED BORDER CONTROL - GLOBAL MARKET AND FORECAST TO 2028
6.3. MARKET POSITIONING/MARKET SHARE
7. AUTOMATED BORDER CONTROL MARKET - REVENUE AND FORECASTS TO 2028 - SYSTEM TYPE
7.1. OVERVIEW
7.2. SYSTEM TYPE MARKET FORECASTS AND ANALYSIS
7.3. E-GATE
7.3.1. Overview
7.3.2. e-Gate Market Forecast and Analysis
7.4. KIOSK
7.4.1. Overview
7.4.2. Kiosk Market Forecast and Analysis
8. AUTOMATED BORDER CONTROL 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
8.3.3. Document Authentication System Market
8.3.3.1. Overview
8.3.3.2. Document Authentication System Market Forecast and Analysis
8.3.4. Biometric Verification System Market
8.3.4.1. Overview
8.3.4.2. Biometric Verification System 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. AUTOMATED BORDER CONTROL MARKET - REVENUE AND FORECASTS TO 2028 - APPLICATION
9.1. OVERVIEW
9.2. APPLICATION MARKET FORECASTS AND ANALYSIS
9.3. AIRPORTS
9.3.1. Overview
9.3.2. Airports Market Forecast and Analysis
9.4. SEA PORTS
9.4.1. Overview
9.4.2. Sea Ports Market Forecast and Analysis
9.5. LAND BORDERS
9.5.1. Overview
9.5.2. Land Borders Market Forecast and Analysis
10. AUTOMATED BORDER CONTROL MARKET REVENUE AND FORECASTS TO 2028 - GEOGRAPHICAL ANALYSIS
10.1. NORTH AMERICA
10.1.1 North America Automated Border Control Market Overview
10.1.2 North America Automated Border Control Market Forecasts and Analysis
10.1.3 North America Automated Border Control Market Forecasts and Analysis - By System Type
10.1.4 North America Automated Border Control Market Forecasts and Analysis - By Component
10.1.5 North America Automated Border Control Market Forecasts and Analysis - By Application
10.1.6 North America Automated Border Control Market Forecasts and Analysis - By Countries
10.1.6.1 United States Automated Border Control Market
10.1.6.1.1 United States Automated Border Control Market by System Type
10.1.6.1.2 United States Automated Border Control Market by Component
10.1.6.1.3 United States Automated Border Control Market by Application
10.1.6.2 Canada Automated Border Control Market
10.1.6.2.1 Canada Automated Border Control Market by System Type
10.1.6.2.2 Canada Automated Border Control Market by Component
10.1.6.2.3 Canada Automated Border Control Market by Application
10.1.6.3 Mexico Automated Border Control Market
10.1.6.3.1 Mexico Automated Border Control Market by System Type
10.1.6.3.2 Mexico Automated Border Control Market by Component
10.1.6.3.3 Mexico Automated Border Control Market by Application
10.2. EUROPE
10.2.1 Europe Automated Border Control Market Overview
10.2.2 Europe Automated Border Control Market Forecasts and Analysis
10.2.3 Europe Automated Border Control Market Forecasts and Analysis - By System Type
10.2.4 Europe Automated Border Control Market Forecasts and Analysis - By Component
10.2.5 Europe Automated Border Control Market Forecasts and Analysis - By Application
10.2.6 Europe Automated Border Control Market Forecasts and Analysis - By Countries
10.2.6.1 Germany Automated Border Control Market
10.2.6.1.1 Germany Automated Border Control Market by System Type
10.2.6.1.2 Germany Automated Border Control Market by Component
10.2.6.1.3 Germany Automated Border Control Market by Application
10.2.6.2 France Automated Border Control Market
10.2.6.2.1 France Automated Border Control Market by System Type
10.2.6.2.2 France Automated Border Control Market by Component
10.2.6.2.3 France Automated Border Control Market by Application
10.2.6.3 Italy Automated Border Control Market
10.2.6.3.1 Italy Automated Border Control Market by System Type
10.2.6.3.2 Italy Automated Border Control Market by Component
10.2.6.3.3 Italy Automated Border Control Market by Application
10.2.6.4 United Kingdom Automated Border Control Market
10.2.6.4.1 United Kingdom Automated Border Control Market by System Type
10.2.6.4.2 United Kingdom Automated Border Control Market by Component
10.2.6.4.3 United Kingdom Automated Border Control Market by Application
10.2.6.5 Russia Automated Border Control Market
10.2.6.5.1 Russia Automated Border Control Market by System Type
10.2.6.5.2 Russia Automated Border Control Market by Component
10.2.6.5.3 Russia Automated Border Control Market by Application
10.2.6.6 Rest of Europe Automated Border Control Market
10.2.6.6.1 Rest of Europe Automated Border Control Market by System Type
10.2.6.6.2 Rest of Europe Automated Border Control Market by Component
10.2.6.6.3 Rest of Europe Automated Border Control Market by Application
10.3. ASIA-PACIFIC
10.3.1 Asia-Pacific Automated Border Control Market Overview
10.3.2 Asia-Pacific Automated Border Control Market Forecasts and Analysis
10.3.3 Asia-Pacific Automated Border Control Market Forecasts and Analysis - By System Type
10.3.4 Asia-Pacific Automated Border Control Market Forecasts and Analysis - By Component
10.3.5 Asia-Pacific Automated Border Control Market Forecasts and Analysis - By Application
10.3.6 Asia-Pacific Automated Border Control Market Forecasts and Analysis - By Countries
10.3.6.1 Australia Automated Border Control Market
10.3.6.1.1 Australia Automated Border Control Market by System Type
10.3.6.1.2 Australia Automated Border Control Market by Component
10.3.6.1.3 Australia Automated Border Control Market by Application
10.3.6.2 China Automated Border Control Market
10.3.6.2.1 China Automated Border Control Market by System Type
10.3.6.2.2 China Automated Border Control Market by Component
10.3.6.2.3 China Automated Border Control Market by Application
10.3.6.3 India Automated Border Control Market
10.3.6.3.1 India Automated Border Control Market by System Type
10.3.6.3.2 India Automated Border Control Market by Component
10.3.6.3.3 India Automated Border Control Market by Application
10.3.6.4 Japan Automated Border Control Market
10.3.6.4.1 Japan Automated Border Control Market by System Type
10.3.6.4.2 Japan Automated Border Control Market by Component
10.3.6.4.3 Japan Automated Border Control Market by Application
10.3.6.5 South Korea Automated Border Control Market
10.3.6.5.1 South Korea Automated Border Control Market by System Type
10.3.6.5.2 South Korea Automated Border Control Market by Component
10.3.6.5.3 South Korea Automated Border Control Market by Application
10.3.6.6 Rest of Asia-Pacific Automated Border Control Market
10.3.6.6.1 Rest of Asia-Pacific Automated Border Control Market by System Type
10.3.6.6.2 Rest of Asia-Pacific Automated Border Control Market by Component
10.3.6.6.3 Rest of Asia-Pacific Automated Border Control Market by Application
10.4. MIDDLE EAST AND AFRICA
10.4.1 Middle East and Africa Automated Border Control Market Overview
10.4.2 Middle East and Africa Automated Border Control Market Forecasts and Analysis
10.4.3 Middle East and Africa Automated Border Control Market Forecasts and Analysis - By System Type
10.4.4 Middle East and Africa Automated Border Control Market Forecasts and Analysis - By Component
10.4.5 Middle East and Africa Automated Border Control Market Forecasts and Analysis - By Application
10.4.6 Middle East and Africa Automated Border Control Market Forecasts and Analysis - By Countries
10.4.6.1 South Africa Automated Border Control Market
10.4.6.1.1 South Africa Automated Border Control Market by System Type
10.4.6.1.2 South Africa Automated Border Control Market by Component
10.4.6.1.3 South Africa Automated Border Control Market by Application
10.4.6.2 Saudi Arabia Automated Border Control Market
10.4.6.2.1 Saudi Arabia Automated Border Control Market by System Type
10.4.6.2.2 Saudi Arabia Automated Border Control Market by Component
10.4.6.2.3 Saudi Arabia Automated Border Control Market by Application
10.4.6.3 U.A.E Automated Border Control Market
10.4.6.3.1 U.A.E Automated Border Control Market by System Type
10.4.6.3.2 U.A.E Automated Border Control Market by Component
10.4.6.3.3 U.A.E Automated Border Control Market by Application
10.4.6.4 Rest of Middle East and Africa Automated Border Control Market
10.4.6.4.1 Rest of Middle East and Africa Automated Border Control Market by System Type
10.4.6.4.2 Rest of Middle East and Africa Automated Border Control Market by Component
10.4.6.4.3 Rest of Middle East and Africa Automated Border Control Market by Application
10.5. SOUTH AND CENTRAL AMERICA
10.5.1 South and Central America Automated Border Control Market Overview
10.5.2 South and Central America Automated Border Control Market Forecasts and Analysis
10.5.3 South and Central America Automated Border Control Market Forecasts and Analysis - By System Type
10.5.4 South and Central America Automated Border Control Market Forecasts and Analysis - By Component
10.5.5 South and Central America Automated Border Control Market Forecasts and Analysis - By Application
10.5.6 South and Central America Automated Border Control Market Forecasts and Analysis - By Countries
10.5.6.1 Brazil Automated Border Control Market
10.5.6.1.1 Brazil Automated Border Control Market by System Type
10.5.6.1.2 Brazil Automated Border Control Market by Component
10.5.6.1.3 Brazil Automated Border Control Market by Application
10.5.6.2 Rest of South and Central America Automated Border Control Market
10.5.6.2.1 Rest of South and Central America Automated Border Control Market by System Type
10.5.6.2.2 Rest of South and Central America Automated Border Control Market by Component
10.5.6.2.3 Rest of South and Central America Automated Border Control Market by Application
11. INDUSTRY LANDSCAPE
11.1. MERGERS AND ACQUISITIONS
11.2. AGREEMENTS, COLLABORATIONS AND JOIN VENTURES
11.3. NEW PRODUCT LAUNCHES
11.4. EXPANSIONS AND OTHER STRATEGIC DEVELOPMENTS
12. AUTOMATED BORDER CONTROL MARKET, KEY COMPANY PROFILES
12.1. COGNITEC SYSTEMS GMBH
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. IER
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. IDEMIA
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. INDRA SISTEMAS S.A
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. NEC 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. SITA
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. SECUNET SECURITY NETWORKS
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
12.7.6. Key Developments
12.8. THALES GROUP
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. VERIDOS GMBH
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. VISION-BOX
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. GLOSSARY OF TERMS
1.Cognitec Systems GmbH
2.IER
3.IDEMIA
4.Indra Sistemas S.A
5.NEC Corporation
6.SITA
7.Secunet Security Networks
8.Thales Group
9.Veridos GmbH
10.Vision-Box
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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