Financial Crime and Fraud Management Solutions Market Size and Forecasts (2021 - 2031), Global and Regional Share, Trends, and Growth Opportunity Analysis
The growing instances of theft and fraudulent activities among financial institutions have become a significant concern in recent years for the finance industry. The advent of modern technologies has also made these institutions vulnerable to cyber-attacks and identity theft, leading to huge losses every year. The increasing popularity of digital transactions among users is building pressure on these firms to be efficient in tackling financial crimes and frauds. This is subsequently encouraging the market players to introduce better solutions and exploit the current market potential effectively.
MARKET DYNAMICS
The global financial crime and fraud management solutions market is anticipated to witness robust growth in the forecast period with the increasing usage of digital banking services and cashless transactions among users. Furthermore, the growing frequency of cyber frauds and resulting revenue losses are further likely to propel the market growth. However, changing regulatory environment in the finance industry remain a challenge for financial crime and fraud management solutions market. On the other hand, the need for more efficient fraud management solutions is likely to showcase significant opportunities for market players during the forecast period.
MARKET SCOPE
The "Global Financial Crime and Fraud Management Solutions Market Analysis to 2031" is a specialized and in-depth study of the technology, media and telecommunications industry with a special focus on the global market trend analysis. The report aims to provide an overview of financial crime and fraud management solutions market with detailed market segmentation by component, end user and geography. The global financial crime and fraud management solutions market is expected to witness high growth during the forecast period. The report provides key statistics on the market status of the leading financial crime and fraud management solutions market players and offers key trends and opportunities in the market.
MARKET SEGMENTATION
The global financial crime and fraud management solutions market is segmented on the basis of component and end user. Based on component, the market is segmented as hardware, software and services. On the basis of the end user, the market is segmented as banks, credit unions, specialty finance and others.
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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 financial crime and fraud management solutions 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), Middle East and Africa (MEA) and South & Central America. The financial crime and fraud management solutions 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 financial crime and fraud management solutions 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 Porter's Five Forces analysis on a global scenario.
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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 an overview and forecast of the global financial crime and fraud management solutions 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), Middle East and Africa (MEA) and South & Central America. The financial crime and fraud management solutions 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 financial crime and fraud management solutions 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 Porter's Five Forces analysis on a global scenario.
MARKET PLAYERS
The reports cover key developments in the financial crime and fraud management solutions 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 the way for the expansion of business and customer base of market players. The market players from financial crime and fraud management solutions market are anticipated to lucrative growth opportunities in the future with the rising demand for financial crime and fraud management solutions in the global market. Below mentioned is the list of few companies engaged in the financial crime and fraud management solutions market.
The report also includes the profiles of key financial crime and fraud management solutions 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 the last three years, key developments in the past five years.
- ACI Worldwide, Inc.
- Capgemini SE
- Dell Inc.
- Experian PLC
- Fiserv, Inc.
- IBM Corporation
- NICE Ltd.
- Oracle Corporation
- Polaris Consulting & Services Limited
- SAS Institute 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.
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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 Financial Crime And Fraud Management Solutions Market - By Component
1.3.2 Financial Crime And Fraud Management Solutions Market - By End User
1.3.3 Financial Crime And Fraud Management Solutions Market - By Region
1.3.3.1 By Country
2. KEY TAKEAWAYS
3. RESEARCH METHODOLOGY
4. FINANCIAL CRIME AND FRAUD MANAGEMENT SOLUTIONS 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. FINANCIAL CRIME AND FRAUD MANAGEMENT SOLUTIONS 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. FINANCIAL CRIME AND FRAUD MANAGEMENT SOLUTIONS MARKET - GLOBAL MARKET ANALYSIS
6.1. FINANCIAL CRIME AND FRAUD MANAGEMENT SOLUTIONS - GLOBAL MARKET OVERVIEW
6.2. FINANCIAL CRIME AND FRAUD MANAGEMENT SOLUTIONS - GLOBAL MARKET AND FORECAST TO 2028
6.3. MARKET POSITIONING/MARKET SHARE
7. FINANCIAL CRIME AND FRAUD MANAGEMENT SOLUTIONS 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
7.4. SOFTWARE
7.4.1. Overview
7.4.2. Software Market Forecast and Analysis
7.5. SERVICES
7.5.1. Overview
7.5.2. Services Market Forecast and Analysis
8. FINANCIAL CRIME AND FRAUD MANAGEMENT SOLUTIONS MARKET - REVENUE AND FORECASTS TO 2028 - END USER
8.1. OVERVIEW
8.2. END USER MARKET FORECASTS AND ANALYSIS
8.3. BANKS
8.3.1. Overview
8.3.2. Banks Market Forecast and Analysis
8.4. CREDIT UNIONS
8.4.1. Overview
8.4.2. Credit Unions Market Forecast and Analysis
8.5. SPECIALTY FINANCE
8.5.1. Overview
8.5.2. Specialty Finance Market Forecast and Analysis
8.6. OTHERS
8.6.1. Overview
8.6.2. Others Market Forecast and Analysis
9. FINANCIAL CRIME AND FRAUD MANAGEMENT SOLUTIONS MARKET REVENUE AND FORECASTS TO 2028 - GEOGRAPHICAL ANALYSIS
9.1. NORTH AMERICA
9.1.1 North America Financial Crime And Fraud Management Solutions Market Overview
9.1.2 North America Financial Crime And Fraud Management Solutions Market Forecasts and Analysis
9.1.3 North America Financial Crime And Fraud Management Solutions Market Forecasts and Analysis - By Component
9.1.4 North America Financial Crime And Fraud Management Solutions Market Forecasts and Analysis - By End User
9.1.5 North America Financial Crime And Fraud Management Solutions Market Forecasts and Analysis - By Countries
9.1.5.1 United States Financial Crime And Fraud Management Solutions Market
9.1.5.1.1 United States Financial Crime And Fraud Management Solutions Market by Component
9.1.5.1.2 United States Financial Crime And Fraud Management Solutions Market by End User
9.1.5.2 Canada Financial Crime And Fraud Management Solutions Market
9.1.5.2.1 Canada Financial Crime And Fraud Management Solutions Market by Component
9.1.5.2.2 Canada Financial Crime And Fraud Management Solutions Market by End User
9.1.5.3 Mexico Financial Crime And Fraud Management Solutions Market
9.1.5.3.1 Mexico Financial Crime And Fraud Management Solutions Market by Component
9.1.5.3.2 Mexico Financial Crime And Fraud Management Solutions Market by End User
9.2. EUROPE
9.2.1 Europe Financial Crime And Fraud Management Solutions Market Overview
9.2.2 Europe Financial Crime And Fraud Management Solutions Market Forecasts and Analysis
9.2.3 Europe Financial Crime And Fraud Management Solutions Market Forecasts and Analysis - By Component
9.2.4 Europe Financial Crime And Fraud Management Solutions Market Forecasts and Analysis - By End User
9.2.5 Europe Financial Crime And Fraud Management Solutions Market Forecasts and Analysis - By Countries
9.2.5.1 Germany Financial Crime And Fraud Management Solutions Market
9.2.5.1.1 Germany Financial Crime And Fraud Management Solutions Market by Component
9.2.5.1.2 Germany Financial Crime And Fraud Management Solutions Market by End User
9.2.5.2 France Financial Crime And Fraud Management Solutions Market
9.2.5.2.1 France Financial Crime And Fraud Management Solutions Market by Component
9.2.5.2.2 France Financial Crime And Fraud Management Solutions Market by End User
9.2.5.3 Italy Financial Crime And Fraud Management Solutions Market
9.2.5.3.1 Italy Financial Crime And Fraud Management Solutions Market by Component
9.2.5.3.2 Italy Financial Crime And Fraud Management Solutions Market by End User
9.2.5.4 United Kingdom Financial Crime And Fraud Management Solutions Market
9.2.5.4.1 United Kingdom Financial Crime And Fraud Management Solutions Market by Component
9.2.5.4.2 United Kingdom Financial Crime And Fraud Management Solutions Market by End User
9.2.5.5 Russia Financial Crime And Fraud Management Solutions Market
9.2.5.5.1 Russia Financial Crime And Fraud Management Solutions Market by Component
9.2.5.5.2 Russia Financial Crime And Fraud Management Solutions Market by End User
9.2.5.6 Rest of Europe Financial Crime And Fraud Management Solutions Market
9.2.5.6.1 Rest of Europe Financial Crime And Fraud Management Solutions Market by Component
9.2.5.6.2 Rest of Europe Financial Crime And Fraud Management Solutions Market by End User
9.3. ASIA-PACIFIC
9.3.1 Asia-Pacific Financial Crime And Fraud Management Solutions Market Overview
9.3.2 Asia-Pacific Financial Crime And Fraud Management Solutions Market Forecasts and Analysis
9.3.3 Asia-Pacific Financial Crime And Fraud Management Solutions Market Forecasts and Analysis - By Component
9.3.4 Asia-Pacific Financial Crime And Fraud Management Solutions Market Forecasts and Analysis - By End User
9.3.5 Asia-Pacific Financial Crime And Fraud Management Solutions Market Forecasts and Analysis - By Countries
9.3.5.1 Australia Financial Crime And Fraud Management Solutions Market
9.3.5.1.1 Australia Financial Crime And Fraud Management Solutions Market by Component
9.3.5.1.2 Australia Financial Crime And Fraud Management Solutions Market by End User
9.3.5.2 China Financial Crime And Fraud Management Solutions Market
9.3.5.2.1 China Financial Crime And Fraud Management Solutions Market by Component
9.3.5.2.2 China Financial Crime And Fraud Management Solutions Market by End User
9.3.5.3 India Financial Crime And Fraud Management Solutions Market
9.3.5.3.1 India Financial Crime And Fraud Management Solutions Market by Component
9.3.5.3.2 India Financial Crime And Fraud Management Solutions Market by End User
9.3.5.4 Japan Financial Crime And Fraud Management Solutions Market
9.3.5.4.1 Japan Financial Crime And Fraud Management Solutions Market by Component
9.3.5.4.2 Japan Financial Crime And Fraud Management Solutions Market by End User
9.3.5.5 South Korea Financial Crime And Fraud Management Solutions Market
9.3.5.5.1 South Korea Financial Crime And Fraud Management Solutions Market by Component
9.3.5.5.2 South Korea Financial Crime And Fraud Management Solutions Market by End User
9.3.5.6 Rest of Asia-Pacific Financial Crime And Fraud Management Solutions Market
9.3.5.6.1 Rest of Asia-Pacific Financial Crime And Fraud Management Solutions Market by Component
9.3.5.6.2 Rest of Asia-Pacific Financial Crime And Fraud Management Solutions Market by End User
9.4. MIDDLE EAST AND AFRICA
9.4.1 Middle East and Africa Financial Crime And Fraud Management Solutions Market Overview
9.4.2 Middle East and Africa Financial Crime And Fraud Management Solutions Market Forecasts and Analysis
9.4.3 Middle East and Africa Financial Crime And Fraud Management Solutions Market Forecasts and Analysis - By Component
9.4.4 Middle East and Africa Financial Crime And Fraud Management Solutions Market Forecasts and Analysis - By End User
9.4.5 Middle East and Africa Financial Crime And Fraud Management Solutions Market Forecasts and Analysis - By Countries
9.4.5.1 South Africa Financial Crime And Fraud Management Solutions Market
9.4.5.1.1 South Africa Financial Crime And Fraud Management Solutions Market by Component
9.4.5.1.2 South Africa Financial Crime And Fraud Management Solutions Market by End User
9.4.5.2 Saudi Arabia Financial Crime And Fraud Management Solutions Market
9.4.5.2.1 Saudi Arabia Financial Crime And Fraud Management Solutions Market by Component
9.4.5.2.2 Saudi Arabia Financial Crime And Fraud Management Solutions Market by End User
9.4.5.3 U.A.E Financial Crime And Fraud Management Solutions Market
9.4.5.3.1 U.A.E Financial Crime And Fraud Management Solutions Market by Component
9.4.5.3.2 U.A.E Financial Crime And Fraud Management Solutions Market by End User
9.4.5.4 Rest of Middle East and Africa Financial Crime And Fraud Management Solutions Market
9.4.5.4.1 Rest of Middle East and Africa Financial Crime And Fraud Management Solutions Market by Component
9.4.5.4.2 Rest of Middle East and Africa Financial Crime And Fraud Management Solutions Market by End User
9.5. SOUTH AND CENTRAL AMERICA
9.5.1 South and Central America Financial Crime And Fraud Management Solutions Market Overview
9.5.2 South and Central America Financial Crime And Fraud Management Solutions Market Forecasts and Analysis
9.5.3 South and Central America Financial Crime And Fraud Management Solutions Market Forecasts and Analysis - By Component
9.5.4 South and Central America Financial Crime And Fraud Management Solutions Market Forecasts and Analysis - By End User
9.5.5 South and Central America Financial Crime And Fraud Management Solutions Market Forecasts and Analysis - By Countries
9.5.5.1 Brazil Financial Crime And Fraud Management Solutions Market
9.5.5.1.1 Brazil Financial Crime And Fraud Management Solutions Market by Component
9.5.5.1.2 Brazil Financial Crime And Fraud Management Solutions Market by End User
9.5.5.2 Argentina Financial Crime And Fraud Management Solutions Market
9.5.5.2.1 Argentina Financial Crime And Fraud Management Solutions Market by Component
9.5.5.2.2 Argentina Financial Crime And Fraud Management Solutions Market by End User
9.5.5.3 Rest of South and Central America Financial Crime And Fraud Management Solutions Market
9.5.5.3.1 Rest of South and Central America Financial Crime And Fraud Management Solutions Market by Component
9.5.5.3.2 Rest of South and Central America Financial Crime And Fraud Management Solutions Market by End User
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. FINANCIAL CRIME AND FRAUD MANAGEMENT SOLUTIONS MARKET, KEY COMPANY PROFILES
11.1. ACI WORLDWIDE, 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. CAPGEMINI SE
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. DELL INC.
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. EXPERIAN PLC
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. FISERV, 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. IBM 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. NICE LTD.
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. ORACLE CORPORATION
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. POLARIS CONSULTING AND SERVICES LIMITED
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. SAS INSTITUTE 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.ACI Worldwide, Inc.2.Capgemini SE3.Dell Inc.4.Experian PLC5.Fiserv, Inc.6.IBM Corporation7.NICE Ltd.8.Oracle Corporation9.Polaris Consulting and Services Limited10.SAS Institute 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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