Cloud infrastructure refers to the hardware, abstracted resources, storage, and network resources that are required for cloud computing. Virtualization is one example of an abstraction technique or process that separates resources from physical hardware and pools them into clouds; automation software and management tools allocate these resources and create new environments so users may get what they need when they need it.
MARKET DYNAMICS
All industries are seeing an increase in demand for cloud infrastructure services. The demand for cloud-related services is growing since the cloud has become one of the most important components of today's IT infrastructures. Because businesses require scalability and mobility, industries like BFSI, telecom, as well as retail, adopted cloud computing early in the market's expansion. As a result, these industries are expected to account for a significant portion of the overall cloud infrastructure market, thereby contributing to the growth of the same over the forecast period.
MARKET SCOPE
The "Global Cloud Infrastructure Market Analysis To 2028" is a specialized and in-depth study of the technology, media, and telecommunications industry with a special focus on global market trend analysis. The cloud infrastructure market report aims to provide an overview of the cloud infrastructure market with detailed market segmentation by component, end-use industry, and geography. The global cloud infrastructure market is expected to witness high growth during the forecast period. The report provides key statistics on the market status of the leading cloud infrastructure market player and offers key trends and opportunities in the market.
MARKET SEGMENTATION
The global cloud infrastructure market is segmented based on component, end-use industry. Based on the component, the cloud infrastructure market is segmented into hardware and services. Based on end-use industry, the cloud infrastructure market is segmented into BFSI, IT and telecom, healthcare, government, retail, manufacturing, media and entertainment, others.
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 cloud infrastructure market based on various segments. It also provides market size and forecast estimates from the year 2018 to 2028 with respect to five major regions, namely, North America, Europe, Asia-Pacific (APAC), Middle East and Africa (MEA) and South & Central America. The cloud infrastructure market by each region is later sub-segmented by respective countries and segments. The cloud infrastructure market 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 cloud infrastructure 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 highlighting factors affecting the cloud infrastructure market in these regions.
IMPACT OF COVID-19 ON CLOUD INFRASTRUCTURE MARKET
The impact of the COVID-19 pandemic on the market is covered throughout the report. The pandemic has had a positive impact on the cloud infrastructure market. The closure of all business activities and the adoption of remote working influenced the demand for cloud solutions among businesses to carry out business activities smoothly, thereby positively impacting the growth of the market.
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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 cloud infrastructure market based on various segments. It also provides market size and forecast estimates from the year 2018 to 2028 with respect to five major regions, namely, North America, Europe, Asia-Pacific (APAC), Middle East and Africa (MEA) and South & Central America. The cloud infrastructure market by each region is later sub-segmented by respective countries and segments. The cloud infrastructure market 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 cloud infrastructure 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 highlighting factors affecting the cloud infrastructure market in these regions.
IMPACT OF COVID-19 ON CLOUD INFRASTRUCTURE MARKET
The impact of the COVID-19 pandemic on the market is covered throughout the report. The pandemic has had a positive impact on the cloud infrastructure market. The closure of all business activities and the adoption of remote working influenced the demand for cloud solutions among businesses to carry out business activities smoothly, thereby positively impacting the growth of the market.
MARKET PLAYERS
The reports cover key developments in the cloud infrastructure 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 the expansion of business and customer base of market players. The market players from cloud infrastructure market are anticipated to lucrative growth opportunities in the future with the rising demand for filter products in the global market. Below mentioned is the list of few companies engaged in the cloud infrastructure market.
The report also includes the profiles of key companies along with their SWOT analysis and market strategies in the cloud infrastructure 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.
- Hewlett Packard Enterprise Development LP
- Dell Inc.
- IBM Corp
- Oracle Corporation
- Rackspace
- Salesforce.com, Inc.
- Intel Corporation
- Google LLC
- Amazon Web Services, Inc.
- SAP SE
- 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 Cloud Infrastructure Market - By Component
1.3.2 Cloud Infrastructure Market - By End-Use Industry
1.3.3 Cloud Infrastructure Market - By Region
1.3.3.1 By Country
2. KEY TAKEAWAYS
3. RESEARCH METHODOLOGY
4. CLOUD INFRASTRUCTURE 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. CLOUD INFRASTRUCTURE 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. CLOUD INFRASTRUCTURE MARKET - GLOBAL MARKET ANALYSIS
6.1. CLOUD INFRASTRUCTURE - GLOBAL MARKET OVERVIEW
6.2. CLOUD INFRASTRUCTURE - GLOBAL MARKET AND FORECAST TO 2028
6.3. MARKET POSITIONING/MARKET SHARE
7. CLOUD INFRASTRUCTURE MARKET - REVENUE AND FORECASTS TO 2028 – COMPONENT
7.1. OVERVIEW
7.2. COMPONENT MARKET FORECASTS AND ANALYSIS
7.3. HARDWARE
7.3.1. Overview
7.3.2. Hardware Market Forecast and Analysis
7.3.3. Servers Market
7.3.3.1. Overview
7.3.3.2. Servers Market Forecast and Analysis
7.3.4. Storage Systems Market
7.3.4.1. Overview
7.3.4.2. Storage Systems Market Forecast and Analysis
7.3.5. Switches Market
7.3.5.1. Overview
7.3.5.2. Switches Market Forecast and Analysis
7.3.6. Others Market
7.3.6.1. Overview
7.3.6.2. Others Market Forecast and Analysis
7.4. SERVICES
7.4.1. Overview
7.4.2. Services Market Forecast and Analysis
7.4.3. Platform as A Service (PaaS) Market
7.4.3.1. Overview
7.4.3.2. Platform as A Service (PaaS) Market Forecast and Analysis
7.4.4. Infrastructure as A Service (IaaS) Market
7.4.4.1. Overview
7.4.4.2. Infrastructure as A Service (IaaS) Market Forecast and Analysis
7.4.5. Content Delivery Network (CDN)/Application Delivery Network (ADN) Market
7.4.5.1. Overview
7.4.5.2. Content Delivery Network (CDN)/Application Delivery Network (ADN) Market Forecast and Analysis
7.4.6. Others Market
7.4.6.1. Overview
7.4.6.2. Others Market Forecast and Analysis
8. CLOUD INFRASTRUCTURE MARKET - REVENUE AND FORECASTS TO 2028 – END-USE INDUSTRY
8.1. OVERVIEW
8.2. END-USE INDUSTRY MARKET FORECASTS AND ANALYSIS
8.3. BFSI
8.3.1. Overview
8.3.2. BFSI Market Forecast and Analysis
8.4. IT AND TELECOM
8.4.1. Overview
8.4.2. IT and Telecom Market Forecast and Analysis
8.5. HEALTHCARE
8.5.1. Overview
8.5.2. Healthcare Market Forecast and Analysis
8.6. GOVERNMENT
8.6.1. Overview
8.6.2. Government Market Forecast and Analysis
8.7. RETAIL
8.7.1. Overview
8.7.2. Retail Market Forecast and Analysis
8.8. MANUFACTURING
8.8.1. Overview
8.8.2. Manufacturing Market Forecast and Analysis
8.9. MEDIA AND ENTERTAINMENT
8.9.1. Overview
8.9.2. Media and Entertainment Market Forecast and Analysis
8.10. OTHERS
8.10.1. Overview
8.10.2. Others Market Forecast and Analysis
9. CLOUD INFRASTRUCTURE MARKET REVENUE AND FORECASTS TO 2028 – GEOGRAPHICAL ANALYSIS
9.1. NORTH AMERICA
9.1.1 North America Cloud Infrastructure Market Overview
9.1.2 North America Cloud Infrastructure Market Forecasts and Analysis
9.1.3 North America Cloud Infrastructure Market Forecasts and Analysis - By Component
9.1.4 North America Cloud Infrastructure Market Forecasts and Analysis - By End-Use Industry
9.1.5 North America Cloud Infrastructure Market Forecasts and Analysis - By Countries
9.1.5.1 United States Cloud Infrastructure Market
9.1.5.1.1 United States Cloud Infrastructure Market by Component
9.1.5.1.2 United States Cloud Infrastructure Market by End-Use Industry
9.1.5.2 Canada Cloud Infrastructure Market
9.1.5.2.1 Canada Cloud Infrastructure Market by Component
9.1.5.2.2 Canada Cloud Infrastructure Market by End-Use Industry
9.1.5.3 Mexico Cloud Infrastructure Market
9.1.5.3.1 Mexico Cloud Infrastructure Market by Component
9.1.5.3.2 Mexico Cloud Infrastructure Market by End-Use Industry
9.2. EUROPE
9.2.1 Europe Cloud Infrastructure Market Overview
9.2.2 Europe Cloud Infrastructure Market Forecasts and Analysis
9.2.3 Europe Cloud Infrastructure Market Forecasts and Analysis - By Component
9.2.4 Europe Cloud Infrastructure Market Forecasts and Analysis - By End-Use Industry
9.2.5 Europe Cloud Infrastructure Market Forecasts and Analysis - By Countries
9.2.5.1 Germany Cloud Infrastructure Market
9.2.5.1.1 Germany Cloud Infrastructure Market by Component
9.2.5.1.2 Germany Cloud Infrastructure Market by End-Use Industry
9.2.5.2 France Cloud Infrastructure Market
9.2.5.2.1 France Cloud Infrastructure Market by Component
9.2.5.2.2 France Cloud Infrastructure Market by End-Use Industry
9.2.5.3 Italy Cloud Infrastructure Market
9.2.5.3.1 Italy Cloud Infrastructure Market by Component
9.2.5.3.2 Italy Cloud Infrastructure Market by End-Use Industry
9.2.5.4 United Kingdom Cloud Infrastructure Market
9.2.5.4.1 United Kingdom Cloud Infrastructure Market by Component
9.2.5.4.2 United Kingdom Cloud Infrastructure Market by End-Use Industry
9.2.5.5 Russia Cloud Infrastructure Market
9.2.5.5.1 Russia Cloud Infrastructure Market by Component
9.2.5.5.2 Russia Cloud Infrastructure Market by End-Use Industry
9.2.5.6 Rest of Europe Cloud Infrastructure Market
9.2.5.6.1 Rest of Europe Cloud Infrastructure Market by Component
9.2.5.6.2 Rest of Europe Cloud Infrastructure Market by End-Use Industry
9.3. ASIA-PACIFIC
9.3.1 Asia-Pacific Cloud Infrastructure Market Overview
9.3.2 Asia-Pacific Cloud Infrastructure Market Forecasts and Analysis
9.3.3 Asia-Pacific Cloud Infrastructure Market Forecasts and Analysis - By Component
9.3.4 Asia-Pacific Cloud Infrastructure Market Forecasts and Analysis - By End-Use Industry
9.3.5 Asia-Pacific Cloud Infrastructure Market Forecasts and Analysis - By Countries
9.3.5.1 Australia Cloud Infrastructure Market
9.3.5.1.1 Australia Cloud Infrastructure Market by Component
9.3.5.1.2 Australia Cloud Infrastructure Market by End-Use Industry
9.3.5.2 China Cloud Infrastructure Market
9.3.5.2.1 China Cloud Infrastructure Market by Component
9.3.5.2.2 China Cloud Infrastructure Market by End-Use Industry
9.3.5.3 India Cloud Infrastructure Market
9.3.5.3.1 India Cloud Infrastructure Market by Component
9.3.5.3.2 India Cloud Infrastructure Market by End-Use Industry
9.3.5.4 Japan Cloud Infrastructure Market
9.3.5.4.1 Japan Cloud Infrastructure Market by Component
9.3.5.4.2 Japan Cloud Infrastructure Market by End-Use Industry
9.3.5.5 South Korea Cloud Infrastructure Market
9.3.5.5.1 South Korea Cloud Infrastructure Market by Component
9.3.5.5.2 South Korea Cloud Infrastructure Market by End-Use Industry
9.3.5.6 Rest of Asia-Pacific Cloud Infrastructure Market
9.3.5.6.1 Rest of Asia-Pacific Cloud Infrastructure Market by Component
9.3.5.6.2 Rest of Asia-Pacific Cloud Infrastructure Market by End-Use Industry
9.4. MIDDLE EAST AND AFRICA
9.4.1 Middle East and Africa Cloud Infrastructure Market Overview
9.4.2 Middle East and Africa Cloud Infrastructure Market Forecasts and Analysis
9.4.3 Middle East and Africa Cloud Infrastructure Market Forecasts and Analysis - By Component
9.4.4 Middle East and Africa Cloud Infrastructure Market Forecasts and Analysis - By End-Use Industry
9.4.5 Middle East and Africa Cloud Infrastructure Market Forecasts and Analysis - By Countries
9.4.5.1 South Africa Cloud Infrastructure Market
9.4.5.1.1 South Africa Cloud Infrastructure Market by Component
9.4.5.1.2 South Africa Cloud Infrastructure Market by End-Use Industry
9.4.5.2 Saudi Arabia Cloud Infrastructure Market
9.4.5.2.1 Saudi Arabia Cloud Infrastructure Market by Component
9.4.5.2.2 Saudi Arabia Cloud Infrastructure Market by End-Use Industry
9.4.5.3 U.A.E Cloud Infrastructure Market
9.4.5.3.1 U.A.E Cloud Infrastructure Market by Component
9.4.5.3.2 U.A.E Cloud Infrastructure Market by End-Use Industry
9.4.5.4 Rest of Middle East and Africa Cloud Infrastructure Market
9.4.5.4.1 Rest of Middle East and Africa Cloud Infrastructure Market by Component
9.4.5.4.2 Rest of Middle East and Africa Cloud Infrastructure Market by End-Use Industry
9.5. SOUTH AND CENTRAL AMERICA
9.5.1 South and Central America Cloud Infrastructure Market Overview
9.5.2 South and Central America Cloud Infrastructure Market Forecasts and Analysis
9.5.3 South and Central America Cloud Infrastructure Market Forecasts and Analysis - By Component
9.5.4 South and Central America Cloud Infrastructure Market Forecasts and Analysis - By End-Use Industry
9.5.5 South and Central America Cloud Infrastructure Market Forecasts and Analysis - By Countries
9.5.5.1 Brazil Cloud Infrastructure Market
9.5.5.1.1 Brazil Cloud Infrastructure Market by Component
9.5.5.1.2 Brazil Cloud Infrastructure Market by End-Use Industry
9.5.5.2 Argentina Cloud Infrastructure Market
9.5.5.2.1 Argentina Cloud Infrastructure Market by Component
9.5.5.2.2 Argentina Cloud Infrastructure Market by End-Use Industry
9.5.5.3 Rest of South and Central America Cloud Infrastructure Market
9.5.5.3.1 Rest of South and Central America Cloud Infrastructure Market by Component
9.5.5.3.2 Rest of South and Central America Cloud Infrastructure Market by End-Use Industry
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. CLOUD INFRASTRUCTURE MARKET, KEY COMPANY PROFILES
11.1. HEWLETT PACKARD ENTERPRISE DEVELOPMENT LP
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. DELL 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. IBM CORP
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. ORACLE CORPORATION
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. RACKSPACE
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. SALESFORCE.COM, 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. INTEL CORPORATION
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. GOOGLE LLC
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. AMAZON WEB SERVICES, 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. SAP SE
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
- Hewlett Packard Enterprise Development LP
- Dell Inc.
- IBM Corp
- Oracle Corporation
- Rackspace
- Salesforce.com, Inc.
- Intel Corporation
- Google LLC
- Amazon Web Services, Inc.
- SAP SE
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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