Aircraft Washing Systems Market Dynamics 2021-2031
The use of the aircrafts has increased significantly both for private and commercial purposes. There are several aircraft agencies that are spending a lot in the maintenance of the aircraft. The washing and the cleaning of the aircrafts are done by both private and in-house agencies. The exterior of an airplane is usually cleaned with soap and water, or, it can be "dry-cleaned" using specialized chemicals. In the case of conventional airplane cleaning, soap is first applied to dirty areas of the fuselage surface.
MARKET SCOPE
The "Global Aircraft Washing Systems 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 aircraft washing systems market with detailed market segmentation by washing method, equipments and geography. The report provides key statistics on the market status of the leading aircraft washing systems market players and offers key trends and opportunities in the market.
MARKET SEGMENTATION
- based on washing method, the global aircraft washing systems market is segmented into dry, wet
- On the basis of equipments, the market is segmented carts, coatings, aero brushes, wax and buff balls, washing mops
MARKET DYNAMICS
Drivers
- The aircraft maintenance has been an utmost priority owing to the issues related to the corrosion. Thus in several developed regions, the washing of the aircrafts have been done on weekly basis thus triggering the growth of the aircraft washing systems market.
- The factors such as the increased running of the aircrafts and the growing opportunities of the aircraft sector propel the growth of the market
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), the Middle East and Africa (MEA), and South America. The aircraft washing systems 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 marketduring the forecast period i.e., drivers, restraints, opportunities, and future trend. The report also provides exhaustive porter's five forces analysis highlighting factors affecting the aircraft washing systems market in these regions.
IMPACT OF COVID-19 ON AIRCRAFT WASHING SYSTEMS MARKET
COVID-19 first began in Wuhan (China) during December 2019 and since then it has spread at a fast pace across the globe. The US, India, Brazil, Russia, France, the UK, Turkey, Italy, and Spain are some of the worst affected countries in terms confirmed cases and reported deaths. The COVID-19 has been affecting economies and industries in various countries due to lockdowns, travel bans, and business shutdowns. Shutdown of various plants and factories has affected the global supply chains and negatively impacted the manufacturing, delivery schedules, and sales of products in global market. Few companies have already announced possible delays in product deliveries and slump in future sales of their products. In addition to this, the global travel bans imposed by countries in Europe, Asia-Pacific, and North America are affecting the business collaborations and partnerships opportunities.
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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 aircraft washing systems 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 marketduring the forecast period i.e., drivers, restraints, opportunities, and future trend. The report also provides exhaustive porter's five forces analysis highlighting factors affecting the aircraft washing systems market in these regions.
IMPACT OF COVID-19 ON AIRCRAFT WASHING SYSTEMS MARKET
COVID-19 first began in Wuhan (China) during December 2019 and since then it has spread at a fast pace across the globe. The US, India, Brazil, Russia, France, the UK, Turkey, Italy, and Spain are some of the worst affected countries in terms confirmed cases and reported deaths. The COVID-19 has been affecting economies and industries in various countries due to lockdowns, travel bans, and business shutdowns. Shutdown of various plants and factories has affected the global supply chains and negatively impacted the manufacturing, delivery schedules, and sales of products in global market. Few companies have already announced possible delays in product deliveries and slump in future sales of their products. In addition to this, the global travel bans imposed by countries in Europe, Asia-Pacific, and North America are affecting the business collaborations and partnerships opportunities.
MARKET PLAYERS
The report covers key developments in the aircraft washing systems 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 aircraft washing systems market are anticipated to lucrative growth opportunities in the future with the rising demand for aircraft washing systems in the global market.
The report also includes the profiles of key companies along with their SWOT analysis and market strategies in the aircraft washing systems 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.
- Nordic Aerowash Equipment
- Cleaning Debrring Finishing Inc.
- Stoelting Cleaning Equipment
- Jensen Fabricating Engineers Inc.
- Ransohoff Cincinnati
- Daimler Industries Inc.
- Hydro Engineered Inc.
- JRI Industries
- Ultrasonic Power Corporation
- Wanner Engineering Inc.
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 Aircraft Washing Systems Market - By Washing Method
1.3.2 Aircraft Washing Systems Market - By Equipment
1.3.3 Aircraft Washing Systems Market - By Region
1.3.3.1 By Country
2. KEY TAKEAWAYS
3. RESEARCH METHODOLOGY
4. AIRCRAFT WASHING SYSTEMS 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. AIRCRAFT WASHING SYSTEMS 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. AIRCRAFT WASHING SYSTEMS MARKET - GLOBAL MARKET ANALYSIS
6.1. AIRCRAFT WASHING SYSTEMS - GLOBAL MARKET OVERVIEW
6.2. AIRCRAFT WASHING SYSTEMS - GLOBAL MARKET AND FORECAST TO 2028
6.3. MARKET POSITIONING
7. AIRCRAFT WASHING SYSTEMS MARKET - REVENUE AND FORECASTS TO 2028 - WASHING METHOD
7.1. OVERVIEW
7.2. WASHING METHOD MARKET FORECASTS AND ANALYSIS
7.3. DRY
7.3.1. Overview
7.3.2. Dry Market Forecast and Analysis
7.4. WET
7.4.1. Overview
7.4.2. Wet Market Forecast and Analysis
8. AIRCRAFT WASHING SYSTEMS MARKET - REVENUE AND FORECASTS TO 2028 - EQUIPMENT
8.1. OVERVIEW
8.2. EQUIPMENT MARKET FORECASTS AND ANALYSIS
8.3. CARTS
8.3.1. Overview
8.3.2. Carts Market Forecast and Analysis
8.4. COATINGS
8.4.1. Overview
8.4.2. Coatings Market Forecast and Analysis
8.5. AERO BRUSHES
8.5.1. Overview
8.5.2. Aero Brushes Market Forecast and Analysis
8.6. WAX AND BUFF BALLS
8.6.1. Overview
8.6.2. Wax and Buff Balls Market Forecast and Analysis
8.7. WASHING MOPS
8.7.1. Overview
8.7.2. Washing Mops Market Forecast and Analysis
9. AIRCRAFT WASHING SYSTEMS MARKET REVENUE AND FORECASTS TO 2028 - GEOGRAPHICAL ANALYSIS
9.1. NORTH AMERICA
9.1.1 North America Aircraft Washing Systems Market Overview
9.1.2 North America Aircraft Washing Systems Market Forecasts and Analysis
9.1.3 North America Aircraft Washing Systems Market Forecasts and Analysis - By Washing Method
9.1.4 North America Aircraft Washing Systems Market Forecasts and Analysis - By Equipment
9.1.5 North America Aircraft Washing Systems Market Forecasts and Analysis - By Countries
9.1.5.1 United States Aircraft Washing Systems Market
9.1.5.1.1 United States Aircraft Washing Systems Market by Washing Method
9.1.5.1.2 United States Aircraft Washing Systems Market by Equipment
9.1.5.2 Canada Aircraft Washing Systems Market
9.1.5.2.1 Canada Aircraft Washing Systems Market by Washing Method
9.1.5.2.2 Canada Aircraft Washing Systems Market by Equipment
9.1.5.3 Mexico Aircraft Washing Systems Market
9.1.5.3.1 Mexico Aircraft Washing Systems Market by Washing Method
9.1.5.3.2 Mexico Aircraft Washing Systems Market by Equipment
9.2. EUROPE
9.2.1 Europe Aircraft Washing Systems Market Overview
9.2.2 Europe Aircraft Washing Systems Market Forecasts and Analysis
9.2.3 Europe Aircraft Washing Systems Market Forecasts and Analysis - By Washing Method
9.2.4 Europe Aircraft Washing Systems Market Forecasts and Analysis - By Equipment
9.2.5 Europe Aircraft Washing Systems Market Forecasts and Analysis - By Countries
9.2.5.1 Germany Aircraft Washing Systems Market
9.2.5.1.1 Germany Aircraft Washing Systems Market by Washing Method
9.2.5.1.2 Germany Aircraft Washing Systems Market by Equipment
9.2.5.2 France Aircraft Washing Systems Market
9.2.5.2.1 France Aircraft Washing Systems Market by Washing Method
9.2.5.2.2 France Aircraft Washing Systems Market by Equipment
9.2.5.3 Italy Aircraft Washing Systems Market
9.2.5.3.1 Italy Aircraft Washing Systems Market by Washing Method
9.2.5.3.2 Italy Aircraft Washing Systems Market by Equipment
9.2.5.4 United Kingdom Aircraft Washing Systems Market
9.2.5.4.1 United Kingdom Aircraft Washing Systems Market by Washing Method
9.2.5.4.2 United Kingdom Aircraft Washing Systems Market by Equipment
9.2.5.5 Russia Aircraft Washing Systems Market
9.2.5.5.1 Russia Aircraft Washing Systems Market by Washing Method
9.2.5.5.2 Russia Aircraft Washing Systems Market by Equipment
9.2.5.6 Rest of Europe Aircraft Washing Systems Market
9.2.5.6.1 Rest of Europe Aircraft Washing Systems Market by Washing Method
9.2.5.6.2 Rest of Europe Aircraft Washing Systems Market by Equipment
9.3. ASIA-PACIFIC
9.3.1 Asia-Pacific Aircraft Washing Systems Market Overview
9.3.2 Asia-Pacific Aircraft Washing Systems Market Forecasts and Analysis
9.3.3 Asia-Pacific Aircraft Washing Systems Market Forecasts and Analysis - By Washing Method
9.3.4 Asia-Pacific Aircraft Washing Systems Market Forecasts and Analysis - By Equipment
9.3.5 Asia-Pacific Aircraft Washing Systems Market Forecasts and Analysis - By Countries
9.3.5.1 Australia Aircraft Washing Systems Market
9.3.5.1.1 Australia Aircraft Washing Systems Market by Washing Method
9.3.5.1.2 Australia Aircraft Washing Systems Market by Equipment
9.3.5.2 China Aircraft Washing Systems Market
9.3.5.2.1 China Aircraft Washing Systems Market by Washing Method
9.3.5.2.2 China Aircraft Washing Systems Market by Equipment
9.3.5.3 India Aircraft Washing Systems Market
9.3.5.3.1 India Aircraft Washing Systems Market by Washing Method
9.3.5.3.2 India Aircraft Washing Systems Market by Equipment
9.3.5.4 Japan Aircraft Washing Systems Market
9.3.5.4.1 Japan Aircraft Washing Systems Market by Washing Method
9.3.5.4.2 Japan Aircraft Washing Systems Market by Equipment
9.3.5.5 South Korea Aircraft Washing Systems Market
9.3.5.5.1 South Korea Aircraft Washing Systems Market by Washing Method
9.3.5.5.2 South Korea Aircraft Washing Systems Market by Equipment
9.3.5.6 Rest of Asia-Pacific Aircraft Washing Systems Market
9.3.5.6.1 Rest of Asia-Pacific Aircraft Washing Systems Market by Washing Method
9.3.5.6.2 Rest of Asia-Pacific Aircraft Washing Systems Market by Equipment
9.4. MIDDLE EAST AND AFRICA
9.4.1 Middle East and Africa Aircraft Washing Systems Market Overview
9.4.2 Middle East and Africa Aircraft Washing Systems Market Forecasts and Analysis
9.4.3 Middle East and Africa Aircraft Washing Systems Market Forecasts and Analysis - By Washing Method
9.4.4 Middle East and Africa Aircraft Washing Systems Market Forecasts and Analysis - By Equipment
9.4.5 Middle East and Africa Aircraft Washing Systems Market Forecasts and Analysis - By Countries
9.4.5.1 South Africa Aircraft Washing Systems Market
9.4.5.1.1 South Africa Aircraft Washing Systems Market by Washing Method
9.4.5.1.2 South Africa Aircraft Washing Systems Market by Equipment
9.4.5.2 Saudi Arabia Aircraft Washing Systems Market
9.4.5.2.1 Saudi Arabia Aircraft Washing Systems Market by Washing Method
9.4.5.2.2 Saudi Arabia Aircraft Washing Systems Market by Equipment
9.4.5.3 U.A.E Aircraft Washing Systems Market
9.4.5.3.1 U.A.E Aircraft Washing Systems Market by Washing Method
9.4.5.3.2 U.A.E Aircraft Washing Systems Market by Equipment
9.4.5.4 Rest of Middle East and Africa Aircraft Washing Systems Market
9.4.5.4.1 Rest of Middle East and Africa Aircraft Washing Systems Market by Washing Method
9.4.5.4.2 Rest of Middle East and Africa Aircraft Washing Systems Market by Equipment
9.5. SOUTH AND CENTRAL AMERICA
9.5.1 South and Central America Aircraft Washing Systems Market Overview
9.5.2 South and Central America Aircraft Washing Systems Market Forecasts and Analysis
9.5.3 South and Central America Aircraft Washing Systems Market Forecasts and Analysis - By Washing Method
9.5.4 South and Central America Aircraft Washing Systems Market Forecasts and Analysis - By Equipment
9.5.5 South and Central America Aircraft Washing Systems Market Forecasts and Analysis - By Countries
9.5.5.1 Brazil Aircraft Washing Systems Market
9.5.5.1.1 Brazil Aircraft Washing Systems Market by Washing Method
9.5.5.1.2 Brazil Aircraft Washing Systems Market by Equipment
9.5.5.2 Argentina Aircraft Washing Systems Market
9.5.5.2.1 Argentina Aircraft Washing Systems Market by Washing Method
9.5.5.2.2 Argentina Aircraft Washing Systems Market by Equipment
9.5.5.3 Rest of South and Central America Aircraft Washing Systems Market
9.5.5.3.1 Rest of South and Central America Aircraft Washing Systems Market by Washing Method
9.5.5.3.2 Rest of South and Central America Aircraft Washing Systems Market by Equipment
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. AIRCRAFT WASHING SYSTEMS MARKET, KEY COMPANY PROFILES
11.1. NORDIC AEROWASH EQUIPMENT
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. CLEANING DEBRRING FINISHING INC.
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. STOELTING CLEANING EQUIPMENT
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. JENSEN FABRICATING ENGINEERS INC.
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. RANSOHOFF CINCINNATI
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. DAIMLER INDUSTRIES INC.
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. HYDRO ENGINEERED INC.
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. JRI INDUSTRIES
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. ULTRASONIC POWER CORPORATION
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. WANNER ENGINEERING 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. Nordic Aerowash Equipment
2. Cleaning Debrring Finishing Inc.
3. Stoelting Cleaning Equipment
4. Jensen Fabricating Engineers Inc.
5. Ransohoff Cincinnati
6. Daimler Industries Inc.
7. Hydro Engineered Inc.
8. JRI Industries
9. Ultrasonic Power Corporation
10. Wanner Engineering 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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