Satellite imaging is related to capturing images of planets with the help of imaging satellites. Using these images for commercial purposes is knows as commercial satellite imaging, which comprises of various applications such as security of energy resources, environment monitoring and management, surveillance of border areas, and mapping of constructional projects. One of the prime advantages of commercial satellite imaging is quicker image delivery, which provides complete earth coverage, thus making commercial satellite imaging service a favored choice over other imaging services.
MARKET DYNAMICS
An increase in dependence on location-based services (LBS) is one of the prime factors driving the growth of the commercial satellite imaging market. The use of alternate technologies rather than commercial satellite imaging, such as aerial imaging services, is expected to restrain the growth of the commercial satellite imaging market. However, commercial satellite imaging can be used across various sectors, construction, including defense, transportation, and others, which acts as a prime driver of the global commercial satellite imaging market.
MARKET SCOPE
The "Global Commercial Satellite Imaging Market Analysis to 2028" is a specialized and in-depth study of the Commercial satellite imaging market with a special focus on the global market trend analysis. The report aims to provide an overview of Commercial satellite imaging market with detailed market segmentation by end-user, application. The global Commercial satellite imaging market is expected to witness high growth during the forecast period. The report provides key statistics on the market status of the leading Commercial satellite imaging market players and offers key trends and opportunities in the Commercial satellite imaging market.
MARKET SEGMENTATION
The global Commercial satellite imaging market is segmented on the basis of end-user, application. On the basis of end-user, the market is segmented as government, defense, forestry and agriculture, energy, civil engineering and archaeology, commercial enterprises, others. On the basis of application, the market is segmented as geospatial data acquisition and mapping, urban planning and development, disaster management, energy and natural resource management, surveillance and security, others.
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The report provides a detailed overview of the industry including both qualitative and quantitative information. It provides overview and forecast of the global Commercial satellite imaging market based on various segments. It also provides market size and forecast estimates from year 2020 to 2028 with respect to five major regions, namely; North America, Europe, Asia-Pacific (APAC), Middle East and Africa (MEA) and South America. The Commercial satellite imaging market by each region is later sub-segmented by respective countries and segments. The report covers analysis and forecast of 18 countries globally along with current trend and opportunities prevailing in the region.
The report analyzes factors affecting Commercial satellite imaging market from both demand and supply side and further evaluates market dynamics effecting 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 effecting the Commercial satellite imaging market in these regions.
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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 overview and forecast of the global Commercial satellite imaging market based on various segments. It also provides market size and forecast estimates from year 2020 to 2028 with respect to five major regions, namely; North America, Europe, Asia-Pacific (APAC), Middle East and Africa (MEA) and South America. The Commercial satellite imaging market by each region is later sub-segmented by respective countries and segments. The report covers analysis and forecast of 18 countries globally along with current trend and opportunities prevailing in the region.
The report analyzes factors affecting Commercial satellite imaging market from both demand and supply side and further evaluates market dynamics effecting 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 effecting the Commercial satellite imaging market in these regions.
MARKET PLAYERS
The reports cover key developments in the Commercial satellite imaging 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 Commercial satellite imaging market are anticipated to lucrative growth opportunities in the future with the rising demand for Commercial satellite imaging market. Below mentioned is the list of few companies engaged in the Commercial satellite imaging market.
The report also includes the profiles of key Commercial satellite imaging 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.
- Airbus SE
- Galileo Group, Inc.
- ImageSat International N.V.
- L3Harris Technologies, Inc.
- Maxar Technologies, Inc.
- Planet Labs, Inc.
- Saab Group (Vricon, Inc.)
- Spaceflight Industries, Inc.
- Trimble, Inc.
- UrtheCast Corporation
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 Commercial Satellite Imaging Market - By End-User
1.3.2 Commercial Satellite Imaging Market - By Application
1.3.3 Commercial Satellite Imaging Market - By Region
1.3.3.1 By Country
2. KEY TAKEAWAYS
3. RESEARCH METHODOLOGY
4. COMMERCIAL SATELLITE IMAGING MARKET LANDSCAPE
4.1. OVERVIEW
4.2. PEST ANALYSIS
4.2.1 North America - Pest Analysis
4.2.2 Europe - Pest Analysis
4.2.3 Asia-Pacific - Pest Analysis
4.2.4 Middle East and Africa - Pest Analysis
4.2.5 South and Central America - Pest Analysis
4.3. ECOSYSTEM ANALYSIS
4.4. EXPERT OPINIONS
5. COMMERCIAL SATELLITE IMAGING 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, RESTRAINTS & EXPECTED INFLUENCE OF COVID-19 PANDEMIC
6. COMMERCIAL SATELLITE IMAGING MARKET - GLOBAL MARKET ANALYSIS
6.1. COMMERCIAL SATELLITE IMAGING - GLOBAL MARKET OVERVIEW
6.2. COMMERCIAL SATELLITE IMAGING - GLOBAL MARKET AND FORECAST TO 2028
6.3. MARKET POSITIONING/MARKET SHARE
7. COMMERCIAL SATELLITE IMAGING MARKET - REVENUE AND FORECASTS TO 2028 - END-USER
7.1. OVERVIEW
7.2. END-USER MARKET FORECASTS AND ANALYSIS
7.3. GOVERNMENT
7.3.1. Overview
7.3.2. Government Market Forecast and Analysis
7.4. DEFENSE
7.4.1. Overview
7.4.2. Defense Market Forecast and Analysis
7.5. FORESTRY AND AGRICULTURE
7.5.1. Overview
7.5.2. Forestry and Agriculture Market Forecast and Analysis
7.6. ENERGY
7.6.1. Overview
7.6.2. Energy Market Forecast and Analysis
7.7. CIVIL ENGINEERING AND ARCHAEOLOGY
7.7.1. Overview
7.7.2. Civil Engineering and Archaeology Market Forecast and Analysis
7.8. COMMERCIAL ENTERPRISES
7.8.1. Overview
7.8.2. Commercial Enterprises Market Forecast and Analysis
7.9. OTHERS
7.9.1. Overview
7.9.2. Others Market Forecast and Analysis
8. COMMERCIAL SATELLITE IMAGING MARKET - REVENUE AND FORECASTS TO 2028 - APPLICATION
8.1. OVERVIEW
8.2. APPLICATION MARKET FORECASTS AND ANALYSIS
8.3. GEOSPATIAL DATA ACQUISITION AND MAPPING
8.3.1. Overview
8.3.2. Geospatial Data Acquisition and Mapping Market Forecast and Analysis
8.4. URBAN PLANNING AND DEVELOPMENT
8.4.1. Overview
8.4.2. Urban Planning and Development Market Forecast and Analysis
8.5. DISASTER MANAGEMENT
8.5.1. Overview
8.5.2. Disaster Management Market Forecast and Analysis
8.6. ENERGY AND NATURAL RESOURCE MANAGEMENT
8.6.1. Overview
8.6.2. Energy and Natural Resource Management Market Forecast and Analysis
8.7. SURVEILLANCE AND SECURITY
8.7.1. Overview
8.7.2. Surveillance and Security Market Forecast and Analysis
8.8. OTHERS
8.8.1. Overview
8.8.2. Others Market Forecast and Analysis
9. COMMERCIAL SATELLITE IMAGING MARKET REVENUE AND FORECASTS TO 2028 - GEOGRAPHICAL ANALYSIS
9.1. NORTH AMERICA
9.1.1 North America Commercial Satellite Imaging Market Overview
9.1.2 North America Commercial Satellite Imaging Market Forecasts and Analysis
9.1.3 North America Commercial Satellite Imaging Market Forecasts and Analysis - By End-User
9.1.4 North America Commercial Satellite Imaging Market Forecasts and Analysis - By Application
9.1.5 North America Commercial Satellite Imaging Market Forecasts and Analysis - By Countries
9.1.5.1 United States Commercial Satellite Imaging Market
9.1.5.1.1 United States Commercial Satellite Imaging Market by End-User
9.1.5.1.2 United States Commercial Satellite Imaging Market by Application
9.1.5.2 Canada Commercial Satellite Imaging Market
9.1.5.2.1 Canada Commercial Satellite Imaging Market by End-User
9.1.5.2.2 Canada Commercial Satellite Imaging Market by Application
9.1.5.3 Mexico Commercial Satellite Imaging Market
9.1.5.3.1 Mexico Commercial Satellite Imaging Market by End-User
9.1.5.3.2 Mexico Commercial Satellite Imaging Market by Application
9.2. EUROPE
9.2.1 Europe Commercial Satellite Imaging Market Overview
9.2.2 Europe Commercial Satellite Imaging Market Forecasts and Analysis
9.2.3 Europe Commercial Satellite Imaging Market Forecasts and Analysis - By End-User
9.2.4 Europe Commercial Satellite Imaging Market Forecasts and Analysis - By Application
9.2.5 Europe Commercial Satellite Imaging Market Forecasts and Analysis - By Countries
9.2.5.1 Germany Commercial Satellite Imaging Market
9.2.5.1.1 Germany Commercial Satellite Imaging Market by End-User
9.2.5.1.2 Germany Commercial Satellite Imaging Market by Application
9.2.5.2 France Commercial Satellite Imaging Market
9.2.5.2.1 France Commercial Satellite Imaging Market by End-User
9.2.5.2.2 France Commercial Satellite Imaging Market by Application
9.2.5.3 Italy Commercial Satellite Imaging Market
9.2.5.3.1 Italy Commercial Satellite Imaging Market by End-User
9.2.5.3.2 Italy Commercial Satellite Imaging Market by Application
9.2.5.4 United Kingdom Commercial Satellite Imaging Market
9.2.5.4.1 United Kingdom Commercial Satellite Imaging Market by End-User
9.2.5.4.2 United Kingdom Commercial Satellite Imaging Market by Application
9.2.5.5 Russia Commercial Satellite Imaging Market
9.2.5.5.1 Russia Commercial Satellite Imaging Market by End-User
9.2.5.5.2 Russia Commercial Satellite Imaging Market by Application
9.2.5.6 Rest of Europe Commercial Satellite Imaging Market
9.2.5.6.1 Rest of Europe Commercial Satellite Imaging Market by End-User
9.2.5.6.2 Rest of Europe Commercial Satellite Imaging Market by Application
9.3. ASIA-PACIFIC
9.3.1 Asia-Pacific Commercial Satellite Imaging Market Overview
9.3.2 Asia-Pacific Commercial Satellite Imaging Market Forecasts and Analysis
9.3.3 Asia-Pacific Commercial Satellite Imaging Market Forecasts and Analysis - By End-User
9.3.4 Asia-Pacific Commercial Satellite Imaging Market Forecasts and Analysis - By Application
9.3.5 Asia-Pacific Commercial Satellite Imaging Market Forecasts and Analysis - By Countries
9.3.5.1 Australia Commercial Satellite Imaging Market
9.3.5.1.1 Australia Commercial Satellite Imaging Market by End-User
9.3.5.1.2 Australia Commercial Satellite Imaging Market by Application
9.3.5.2 China Commercial Satellite Imaging Market
9.3.5.2.1 China Commercial Satellite Imaging Market by End-User
9.3.5.2.2 China Commercial Satellite Imaging Market by Application
9.3.5.3 India Commercial Satellite Imaging Market
9.3.5.3.1 India Commercial Satellite Imaging Market by End-User
9.3.5.3.2 India Commercial Satellite Imaging Market by Application
9.3.5.4 Japan Commercial Satellite Imaging Market
9.3.5.4.1 Japan Commercial Satellite Imaging Market by End-User
9.3.5.4.2 Japan Commercial Satellite Imaging Market by Application
9.3.5.5 South Korea Commercial Satellite Imaging Market
9.3.5.5.1 South Korea Commercial Satellite Imaging Market by End-User
9.3.5.5.2 South Korea Commercial Satellite Imaging Market by Application
9.3.5.6 Rest of Asia-Pacific Commercial Satellite Imaging Market
9.3.5.6.1 Rest of Asia-Pacific Commercial Satellite Imaging Market by End-User
9.3.5.6.2 Rest of Asia-Pacific Commercial Satellite Imaging Market by Application
9.4. MIDDLE EAST AND AFRICA
9.4.1 Middle East and Africa Commercial Satellite Imaging Market Overview
9.4.2 Middle East and Africa Commercial Satellite Imaging Market Forecasts and Analysis
9.4.3 Middle East and Africa Commercial Satellite Imaging Market Forecasts and Analysis - By End-User
9.4.4 Middle East and Africa Commercial Satellite Imaging Market Forecasts and Analysis - By Application
9.4.5 Middle East and Africa Commercial Satellite Imaging Market Forecasts and Analysis - By Countries
9.4.5.1 South Africa Commercial Satellite Imaging Market
9.4.5.1.1 South Africa Commercial Satellite Imaging Market by End-User
9.4.5.1.2 South Africa Commercial Satellite Imaging Market by Application
9.4.5.2 Saudi Arabia Commercial Satellite Imaging Market
9.4.5.2.1 Saudi Arabia Commercial Satellite Imaging Market by End-User
9.4.5.2.2 Saudi Arabia Commercial Satellite Imaging Market by Application
9.4.5.3 U.A.E Commercial Satellite Imaging Market
9.4.5.3.1 U.A.E Commercial Satellite Imaging Market by End-User
9.4.5.3.2 U.A.E Commercial Satellite Imaging Market by Application
9.4.5.4 Rest of Middle East and Africa Commercial Satellite Imaging Market
9.4.5.4.1 Rest of Middle East and Africa Commercial Satellite Imaging Market by End-User
9.4.5.4.2 Rest of Middle East and Africa Commercial Satellite Imaging Market by Application
9.5. SOUTH AND CENTRAL AMERICA
9.5.1 South and Central America Commercial Satellite Imaging Market Overview
9.5.2 South and Central America Commercial Satellite Imaging Market Forecasts and Analysis
9.5.3 South and Central America Commercial Satellite Imaging Market Forecasts and Analysis - By End-User
9.5.4 South and Central America Commercial Satellite Imaging Market Forecasts and Analysis - By Application
9.5.5 South and Central America Commercial Satellite Imaging Market Forecasts and Analysis - By Countries
9.5.5.1 Brazil Commercial Satellite Imaging Market
9.5.5.1.1 Brazil Commercial Satellite Imaging Market by End-User
9.5.5.1.2 Brazil Commercial Satellite Imaging Market by Application
9.5.5.2 Argentina Commercial Satellite Imaging Market
9.5.5.2.1 Argentina Commercial Satellite Imaging Market by End-User
9.5.5.2.2 Argentina Commercial Satellite Imaging Market by Application
9.5.5.3 Rest of South and Central America Commercial Satellite Imaging Market
9.5.5.3.1 Rest of South and Central America Commercial Satellite Imaging Market by End-User
9.5.5.3.2 Rest of South and Central America Commercial Satellite Imaging Market by Application
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. COMMERCIAL SATELLITE IMAGING MARKET, KEY COMPANY PROFILES
11.1. SPACEFLIGHT INDUSTRIES, INC.
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. GALILEO GROUP, 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. IMAGESAT INTERNATIONAL N.V.
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. MAXAR TECHNOLOGIES, 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. PLANET LABS, INC.
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. URTHECAST CORPORATION
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. AIRBUS SE
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. SAAB GROUP (VRICON, INC.)
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. TRIMBLE, INC.
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. L3HARRIS TECHNOLOGIES, 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.Spaceflight Industries, Inc.
2.Galileo Group, Inc.
3.ImageSat International N.V.
4.Maxar Technologies, Inc.
5.Planet Labs, Inc.
6.UrtheCast Corporation
7.Airbus SE
8.Saab Group (Vricon, Inc.)
9.Trimble, Inc.
10.L3Harris Technologies, 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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