Data as a Service Market Size and CAGR by 2031
The Data as a Service Market is expected to register a CAGR of 25.3% from 2023 to 2031, with a market size expanding from US$ XX million in 2023 to US$ XX Million by 2031.
The report is segmented by Deployment (On-Premise, Cloud); Enterprise Size (SMEs, Large Enterprise); Industry Vertical ((BFSI, Retail, Education, Government, Others). The global analysis is further broken-down at regional level and major countries. The report offers the value in USD for the above analysis and segments
Purpose of the ReportThe report Data as a Service Market by The Insight Partners aims to describe the present landscape and future growth, top driving factors, challenges, and opportunities. This will provide insights to various business stakeholders, such as:
- Technology Providers/Manufacturers: To understand the evolving market dynamics and know the potential growth opportunities, enabling them to make informed strategic decisions.
- Investors: To conduct a comprehensive trend analysis regarding the market growth rate, market financial projections, and opportunities that exist across the value chain.
- Regulatory bodies: To regulate policies and police activities in the market with the aim of minimizing abuse, preserving investor trust and confidence, and upholding the integrity and stability of the market.
Data as a Service Market Segmentation
Deployment- On-Premise
- Cloud
- SMEs
- Large Enterprise
- North America
- Europe
- Asia-Pacific
- South and Central America
- Middle East and Africa
- North America
- Europe
- Asia-Pacific
- South and Central America
- Middle East and Africa
Strategic Insights
Data as a Service Market Growth Drivers- Rapid Growth of Big Data:
The exponential growth in data generated by businesses, social media, IoT devices, and digital transactions is a major driver of the DaaS market. DaaS platforms offer a simple, scalable solution for accessing and analyzing data without the need for significant in-house infrastructure.
- Cost efficiency
Traditional data storage and management solutions can be costly to operate and scale. DaaS platforms provide businesses with a more cost-effective way to access high-quality, real-time data by outsourcing data management to third-party vendors.
- DaaS and Edge Computing
As more devices become connected to the Internet of Things (IoT), data is being generated at the "edge" of networks, closer to where the data is produced. Businesses will be able to process and analyze data locally by combining edge computing and DaaS, which will lower latency and bandwidth costs and yield faster insights.
- Analytics for Self-Service:
Self-service analytics tools that enable non-technical users to access, modify, and analyze data with little training are becoming more and more available from DaaS providers. As businesses work to democratize data and enable a larger group of workers to make data-driven decisions, this trend is anticipated to continue growing.
- Public Sector and Government:
DaaS can be used by governments and public sector organizations to manage data about policymaking, urban development, and public services. Allocating resources, enhancing transparency, and making well-informed decisions regarding public welfare initiatives can all be aided by data-driven insights.
- Logistics and the Supply Chain
DaaS can be used by supply chain management and logistics firms for demand forecasting, inventory control, route optimization, and real-time tracking. Businesses can cut expenses and streamline operations by gaining access to data on customer demand, shipping, and distribution.
Market Report Scope
Key Selling Points
- Comprehensive Coverage: The report comprehensively covers the analysis of products, services, types, and end users of the Data as a Service Market, providing a holistic landscape.
- Expert Analysis: The report is compiled based on the in-depth understanding of industry experts and analysts.
- Up-to-date Information: The report assures business relevance due to its coverage of recent information and data trends.
- Customization Options: This report can be customized to cater to specific client requirements and suit the business strategies aptly.
The research report on the Data as a Service Market can, therefore, help spearhead the trail of decoding and understanding the industry scenario and growth prospects. Although there can be a few valid concerns, the overall benefits of this report tend to outweigh the disadvantages.
REGIONAL FRAMEWORK
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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
Report Coverage
Revenue forecast, Company Analysis, Industry landscape, Growth factors, and Trends
Segment Covered
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to segments covered.
Regional Scope
North America, Europe, Asia Pacific, Middle East & Africa, South & Central America
Country Scope
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to country scope.
Frequently Asked Questions
The Data as a Service Market is estimated to witness a CAGR of 25.3% from 2023 to 2031
Rapid growth of big data and cost efficiency are the major factors driving the data as a service market.
DaaS and edge computing, and analytics for self-service are likely to remain a key trend in the market.
The report can be delivered in PDF/PPT format; we can also share excel dataset based on the request
Some of the customization options available based on the request are an additional 3–5 company profiles and country-specific analysis of 3–5 countries of your choice. Customizations are to be requested/discussed before making final order confirmation# as our team would review the same and check the feasibility
1. INTRODUCTION
1.1. SCOPE OF THE STUDY
1.2. THE INSIGHT PARTNERS RESEARCH REPORT GUIDANCE
1.3. MARKET SEGMENTATION
1.3.1 Data As A Service Market - By Deployment
1.3.2 Data As A Service Market - By Enterprise Size
1.3.3 Data As A Service Market - By Industry Vertical
1.3.4 Data As A Service Market - By Region
1.3.4.1 By Country
2. KEY TAKEAWAYS
3. RESEARCH METHODOLOGY
4. DATA AS A SERVICE 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. DATA AS A SERVICE 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. DATA AS A SERVICE MARKET - GLOBAL MARKET ANALYSIS
6.1. DATA AS A SERVICE - GLOBAL MARKET OVERVIEW
6.2. DATA AS A SERVICE - GLOBAL MARKET AND FORECAST TO 2028
6.3. MARKET POSITIONING
7. DATA AS A SERVICE MARKET - REVENUE AND FORECASTS TO 2028 - DEPLOYMENT
7.1. OVERVIEW
7.2. DEPLOYMENT MARKET FORECASTS AND ANALYSIS
7.3. ON-PREMISE
7.3.1. Overview
7.3.2. On-Premise Market Forecast and Analysis
7.4. CLOUD
7.4.1. Overview
7.4.2. Cloud Market Forecast and Analysis
8. DATA AS A SERVICE MARKET - REVENUE AND FORECASTS TO 2028 - ENTERPRISE SIZE
8.1. OVERVIEW
8.2. ENTERPRISE SIZE MARKET FORECASTS AND ANALYSIS
8.3. SMES
8.3.1. Overview
8.3.2. SMEs Market Forecast and Analysis
8.4. LARGE ENTERPRISE
8.4.1. Overview
8.4.2. Large Enterprise Market Forecast and Analysis
9. DATA AS A SERVICE MARKET - REVENUE AND FORECASTS TO 2028 - INDUSTRY VERTICAL
9.1. OVERVIEW
9.2. INDUSTRY VERTICAL MARKET FORECASTS AND ANALYSIS
9.3. (BFSI
9.3.1. Overview
9.3.2. (BFSI Market Forecast and Analysis
9.4. RETAIL
9.4.1. Overview
9.4.2. Retail Market Forecast and Analysis
9.5. EDUCATION
9.5.1. Overview
9.5.2. Education Market Forecast and Analysis
9.6. GOVERNMENT
9.6.1. Overview
9.6.2. Government Market Forecast and Analysis
9.7. OTHERS
9.7.1. Overview
9.7.2. Others Market Forecast and Analysis
10. DATA AS A SERVICE MARKET REVENUE AND FORECASTS TO 2028 - GEOGRAPHICAL ANALYSIS
10.1. NORTH AMERICA
10.1.1 North America Data As A Service Market Overview
10.1.2 North America Data As A Service Market Forecasts and Analysis
10.1.3 North America Data As A Service Market Forecasts and Analysis - By Deployment
10.1.4 North America Data As A Service Market Forecasts and Analysis - By Enterprise Size
10.1.5 North America Data As A Service Market Forecasts and Analysis - By Industry Vertical
10.1.6 North America Data As A Service Market Forecasts and Analysis - By Countries
10.1.6.1 United States Data As A Service Market
10.1.6.1.1 United States Data As A Service Market by Deployment
10.1.6.1.2 United States Data As A Service Market by Enterprise Size
10.1.6.1.3 United States Data As A Service Market by Industry Vertical
10.1.6.2 Canada Data As A Service Market
10.1.6.2.1 Canada Data As A Service Market by Deployment
10.1.6.2.2 Canada Data As A Service Market by Enterprise Size
10.1.6.2.3 Canada Data As A Service Market by Industry Vertical
10.1.6.3 Mexico Data As A Service Market
10.1.6.3.1 Mexico Data As A Service Market by Deployment
10.1.6.3.2 Mexico Data As A Service Market by Enterprise Size
10.1.6.3.3 Mexico Data As A Service Market by Industry Vertical
10.2. EUROPE
10.2.1 Europe Data As A Service Market Overview
10.2.2 Europe Data As A Service Market Forecasts and Analysis
10.2.3 Europe Data As A Service Market Forecasts and Analysis - By Deployment
10.2.4 Europe Data As A Service Market Forecasts and Analysis - By Enterprise Size
10.2.5 Europe Data As A Service Market Forecasts and Analysis - By Industry Vertical
10.2.6 Europe Data As A Service Market Forecasts and Analysis - By Countries
10.2.6.1 Germany Data As A Service Market
10.2.6.1.1 Germany Data As A Service Market by Deployment
10.2.6.1.2 Germany Data As A Service Market by Enterprise Size
10.2.6.1.3 Germany Data As A Service Market by Industry Vertical
10.2.6.2 France Data As A Service Market
10.2.6.2.1 France Data As A Service Market by Deployment
10.2.6.2.2 France Data As A Service Market by Enterprise Size
10.2.6.2.3 France Data As A Service Market by Industry Vertical
10.2.6.3 Italy Data As A Service Market
10.2.6.3.1 Italy Data As A Service Market by Deployment
10.2.6.3.2 Italy Data As A Service Market by Enterprise Size
10.2.6.3.3 Italy Data As A Service Market by Industry Vertical
10.2.6.4 United Kingdom Data As A Service Market
10.2.6.4.1 United Kingdom Data As A Service Market by Deployment
10.2.6.4.2 United Kingdom Data As A Service Market by Enterprise Size
10.2.6.4.3 United Kingdom Data As A Service Market by Industry Vertical
10.2.6.5 Russia Data As A Service Market
10.2.6.5.1 Russia Data As A Service Market by Deployment
10.2.6.5.2 Russia Data As A Service Market by Enterprise Size
10.2.6.5.3 Russia Data As A Service Market by Industry Vertical
10.2.6.6 Rest of Europe Data As A Service Market
10.2.6.6.1 Rest of Europe Data As A Service Market by Deployment
10.2.6.6.2 Rest of Europe Data As A Service Market by Enterprise Size
10.2.6.6.3 Rest of Europe Data As A Service Market by Industry Vertical
10.3. ASIA-PACIFIC
10.3.1 Asia-Pacific Data As A Service Market Overview
10.3.2 Asia-Pacific Data As A Service Market Forecasts and Analysis
10.3.3 Asia-Pacific Data As A Service Market Forecasts and Analysis - By Deployment
10.3.4 Asia-Pacific Data As A Service Market Forecasts and Analysis - By Enterprise Size
10.3.5 Asia-Pacific Data As A Service Market Forecasts and Analysis - By Industry Vertical
10.3.6 Asia-Pacific Data As A Service Market Forecasts and Analysis - By Countries
10.3.6.1 Australia Data As A Service Market
10.3.6.1.1 Australia Data As A Service Market by Deployment
10.3.6.1.2 Australia Data As A Service Market by Enterprise Size
10.3.6.1.3 Australia Data As A Service Market by Industry Vertical
10.3.6.2 China Data As A Service Market
10.3.6.2.1 China Data As A Service Market by Deployment
10.3.6.2.2 China Data As A Service Market by Enterprise Size
10.3.6.2.3 China Data As A Service Market by Industry Vertical
10.3.6.3 India Data As A Service Market
10.3.6.3.1 India Data As A Service Market by Deployment
10.3.6.3.2 India Data As A Service Market by Enterprise Size
10.3.6.3.3 India Data As A Service Market by Industry Vertical
10.3.6.4 Japan Data As A Service Market
10.3.6.4.1 Japan Data As A Service Market by Deployment
10.3.6.4.2 Japan Data As A Service Market by Enterprise Size
10.3.6.4.3 Japan Data As A Service Market by Industry Vertical
10.3.6.5 South Korea Data As A Service Market
10.3.6.5.1 South Korea Data As A Service Market by Deployment
10.3.6.5.2 South Korea Data As A Service Market by Enterprise Size
10.3.6.5.3 South Korea Data As A Service Market by Industry Vertical
10.3.6.6 Rest of Asia-Pacific Data As A Service Market
10.3.6.6.1 Rest of Asia-Pacific Data As A Service Market by Deployment
10.3.6.6.2 Rest of Asia-Pacific Data As A Service Market by Enterprise Size
10.3.6.6.3 Rest of Asia-Pacific Data As A Service Market by Industry Vertical
10.4. MIDDLE EAST AND AFRICA
10.4.1 Middle East and Africa Data As A Service Market Overview
10.4.2 Middle East and Africa Data As A Service Market Forecasts and Analysis
10.4.3 Middle East and Africa Data As A Service Market Forecasts and Analysis - By Deployment
10.4.4 Middle East and Africa Data As A Service Market Forecasts and Analysis - By Enterprise Size
10.4.5 Middle East and Africa Data As A Service Market Forecasts and Analysis - By Industry Vertical
10.4.6 Middle East and Africa Data As A Service Market Forecasts and Analysis - By Countries
10.4.6.1 South Africa Data As A Service Market
10.4.6.1.1 South Africa Data As A Service Market by Deployment
10.4.6.1.2 South Africa Data As A Service Market by Enterprise Size
10.4.6.1.3 South Africa Data As A Service Market by Industry Vertical
10.4.6.2 Saudi Arabia Data As A Service Market
10.4.6.2.1 Saudi Arabia Data As A Service Market by Deployment
10.4.6.2.2 Saudi Arabia Data As A Service Market by Enterprise Size
10.4.6.2.3 Saudi Arabia Data As A Service Market by Industry Vertical
10.4.6.3 U.A.E Data As A Service Market
10.4.6.3.1 U.A.E Data As A Service Market by Deployment
10.4.6.3.2 U.A.E Data As A Service Market by Enterprise Size
10.4.6.3.3 U.A.E Data As A Service Market by Industry Vertical
10.4.6.4 Rest of Middle East and Africa Data As A Service Market
10.4.6.4.1 Rest of Middle East and Africa Data As A Service Market by Deployment
10.4.6.4.2 Rest of Middle East and Africa Data As A Service Market by Enterprise Size
10.4.6.4.3 Rest of Middle East and Africa Data As A Service Market by Industry Vertical
10.5. SOUTH AND CENTRAL AMERICA
10.5.1 South and Central America Data As A Service Market Overview
10.5.2 South and Central America Data As A Service Market Forecasts and Analysis
10.5.3 South and Central America Data As A Service Market Forecasts and Analysis - By Deployment
10.5.4 South and Central America Data As A Service Market Forecasts and Analysis - By Enterprise Size
10.5.5 South and Central America Data As A Service Market Forecasts and Analysis - By Industry Vertical
10.5.6 South and Central America Data As A Service Market Forecasts and Analysis - By Countries
10.5.6.1 Brazil Data As A Service Market
10.5.6.1.1 Brazil Data As A Service Market by Deployment
10.5.6.1.2 Brazil Data As A Service Market by Enterprise Size
10.5.6.1.3 Brazil Data As A Service Market by Industry Vertical
10.5.6.2 Argentina Data As A Service Market
10.5.6.2.1 Argentina Data As A Service Market by Deployment
10.5.6.2.2 Argentina Data As A Service Market by Enterprise Size
10.5.6.2.3 Argentina Data As A Service Market by Industry Vertical
10.5.6.3 Rest of South and Central America Data As A Service Market
10.5.6.3.1 Rest of South and Central America Data As A Service Market by Deployment
10.5.6.3.2 Rest of South and Central America Data As A Service Market by Enterprise Size
10.5.6.3.3 Rest of South and Central America Data As A Service Market by Industry Vertical
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. DATA AS A SERVICE MARKET, KEY COMPANY PROFILES
12.1. MICROSOFT CORPORATION
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. GOOGLE IN
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. AMAZON WEB SERVICES
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. HP ENTERPRISE SERVICES
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. IBM 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. ORACLE CORPORATION
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. EMC CORPORATION
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. SAP SE
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. SAS INSTITUTE, INC
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. TERADATA CORPORATION
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
12.11. DATAMEER INC
12.11.1. Key Facts
12.11.2. Business Description
12.11.3. Products and Services
12.11.4. Financial Overview
12.11.5. SWOT Analysis
12.11.6. Key Developments
13. APPENDIX
13.1. ABOUT THE INSIGHT PARTNERS
13.2. GLOSSARY OF TERMS
1.Microsoft Corporation
2.Google In
3.Amazon Web Services
4.HP Enterprise Services
5.IBM Corporation
6.Oracle Corporation
7.EMC Corporation
8.SAP SE
9.SAS Institute, Inc
10.Teradata Corporation
11.Datameer 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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