Function Generator Market Size and Forecasts (2021 - 2031), Global and Regional Share, Trends, and Growth Opportunity Analysis
A function generator is an equipment used to generate different types of electrical waveforms over a wide range of frequencies, the common waveforms produced by the function generator are the triangular wave, square wave, sine wave, and saw tooth shapes. Function generators are used for production testing, laboratory testing, equipment maintenance, which driving the growth of the function generator market. The function generator has the flexibility to create non-sine shapes as compared to a sine wave oscillator that is positively impacting the growth of the function generator market. Increasing demand for advanced test and measurement equipment and growing demand from communication technology is booming the growth of the function generator market.
MARKET DYNAMICS
A function generator is an equipment that can produce precise waveforms such as sine, triangle, ramp, square, as well as arbitrary. These equipment are ideal for scientific research due to its high-performance and fast signal generation, henceforth increasing the use of a function generator that propels the growth of the function generator market. Moreover, the necessity of testing, measurement, and monitoring results in increasing the use of a function generator that propelling the growth of the function generator market. The rising adoption of high-performance and power-efficient equipment in aerospace and defense, consumer electronics, healthcare, and among others, are expected to boost the demand for the function generator market.
MARKET SCOPE
The "Global Function Generator Market Analysis To 2028" is a specialized and in-depth study of the function generator industry with a special focus on the global market trend analysis. The report aims to provide an overview function generator market with detailed market segmentation by type, output frequency, end-user, and geography. The global function generator market is expected to witness high growth during the forecast period. The report provides key statistics on the market status of the leading function generator market players and offers key trends and opportunities in the function generator market.
MARKET SEGMENTATION
The global function generator market is segmented on the basis of type, output frequency, end-user. On the basis type the market is segmented as analog, digital. On the basis of output frequency the market is segmented as up to 50 MHz, 50-100 MHz, above 100 MHz.On the basis of end-user the market is segmented asaerospace and defense, telecommunications, healthcare, electronics, others.
REGIONAL FRAMEWORK
The report provides a detailed overview of the industry including both qualitative and quantitative information. It provides overview and forecast of the global function generator 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 function generator 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 function generator 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 function generator market in these regions.
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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 function generator 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 function generator 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 function generator 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 function generator market in these regions.
MARKET PLAYERS
The reports cover key developments in the function generator 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 function generator market are anticipated to lucrative growth opportunities in the future with the rising demand for function generator in the global market. Below mentioned is the list of few companies engaged in the function generator market.
The report also includes the profiles of key function generator 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.
- B&K Precision Corporation
- Fluke Corporation
- Keysight Technologies
- KIKUSUI AMERICA, INC.
- PROMAX ELECTRONICA S.L
- Rigol Technologies Inc.
- Scientech Technologies Pvt. Ltd.
- Tabor Electronics Ltd
- TEKTRONIX, INC.
- Teledyne LeCroy
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 Function Generator Market - By Type
1.3.2 Function Generator Market - By Output Frequency
1.3.3 Function Generator Market - By End-user
1.3.4 Function Generator Market - By Region
1.3.4.1 By Country
2. KEY TAKEWAYS
3. RESEARCH METHODOLOGY
4. FUNCTION GENERATOR 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. FUNCTION GENERATOR 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. FUNCTION GENERATOR MARKET - GLOBAL MARKET ANALYSIS
6.1. FUNCTION GENERATOR - GLOBAL MARKET OVERVIEW
6.2. FUNCTION GENERATOR - GLOBAL MARKET AND FORECAST TO 2028
6.3. MARKET POSITIONING/MARKET SHARE
7. FUNCTION GENERATOR MARKET - REVENUE AND FORECASTS TO 2028 - TYPE
7.1. OVERVIEW
7.2. TYPE MARKET FORECASTS AND ANALYSIS
7.3. ANALOG
7.3.1. Overview
7.3.2. Analog Market Forecast and Analysis
7.4. DIGITAL
7.4.1. Overview
7.4.2. Digital Market Forecast and Analysis
8. FUNCTION GENERATOR MARKET - REVENUE AND FORECASTS TO 2028 - OUTPUT FREQUENCY
8.1. OVERVIEW
8.2. OUTPUT FREQUENCY MARKET FORECASTS AND ANALYSIS
8.3. UP TO 50 MHZ
8.3.1. Overview
8.3.2. Up to 50 MHz Market Forecast and Analysis
8.4. 50-100 MHZ
8.4.1. Overview
8.4.2. 50-100 MHz Market Forecast and Analysis
8.5. ABOVE 100 MHZ
8.5.1. Overview
8.5.2. Above 100 MHz Market Forecast and Analysis
9. FUNCTION GENERATOR MARKET - REVENUE AND FORECASTS TO 2028 - END-USER
9.1. OVERVIEW
9.2. END-USER MARKET FORECASTS AND ANALYSIS
9.3. AEROSPACE AND DEFENSE
9.3.1. Overview
9.3.2. Aerospace and Defense Market Forecast and Analysis
9.4. TELECOMMUNICATIONS
9.4.1. Overview
9.4.2. Telecommunications Market Forecast and Analysis
9.5. HEALTHCARE
9.5.1. Overview
9.5.2. Healthcare Market Forecast and Analysis
9.6. ELECTRONICS
9.6.1. Overview
9.6.2. Electronics Market Forecast and Analysis
9.7. OTHERS
9.7.1. Overview
9.7.2. Others Market Forecast and Analysis
10. FUNCTION GENERATOR MARKET REVENUE AND FORECASTS TO 2028 - GEOGRAPHICAL ANALYSIS
10.1. NORTH AMERICA
10.1.1 North America Function Generator Market Overview
10.1.2 North America Function Generator Market Forecasts and Analysis
10.1.3 North America Function Generator Market Forecasts and Analysis - By Type
10.1.4 North America Function Generator Market Forecasts and Analysis - By Output Frequency
10.1.5 North America Function Generator Market Forecasts and Analysis - By End-user
10.1.6 North America Function Generator Market Forecasts and Analysis - By Countries
10.1.6.1 United States Function Generator Market
10.1.6.1.1 United States Function Generator Market by Type
10.1.6.1.2 United States Function Generator Market by Output Frequency
10.1.6.1.3 United States Function Generator Market by End-user
10.1.6.2 Canada Function Generator Market
10.1.6.2.1 Canada Function Generator Market by Type
10.1.6.2.2 Canada Function Generator Market by Output Frequency
10.1.6.2.3 Canada Function Generator Market by End-user
10.1.6.3 Mexico Function Generator Market
10.1.6.3.1 Mexico Function Generator Market by Type
10.1.6.3.2 Mexico Function Generator Market by Output Frequency
10.1.6.3.3 Mexico Function Generator Market by End-user
10.2. EUROPE
10.2.1 Europe Function Generator Market Overview
10.2.2 Europe Function Generator Market Forecasts and Analysis
10.2.3 Europe Function Generator Market Forecasts and Analysis - By Type
10.2.4 Europe Function Generator Market Forecasts and Analysis - By Output Frequency
10.2.5 Europe Function Generator Market Forecasts and Analysis - By End-user
10.2.6 Europe Function Generator Market Forecasts and Analysis - By Countries
10.2.6.1 Germany Function Generator Market
10.2.6.1.1 Germany Function Generator Market by Type
10.2.6.1.2 Germany Function Generator Market by Output Frequency
10.2.6.1.3 Germany Function Generator Market by End-user
10.2.6.2 France Function Generator Market
10.2.6.2.1 France Function Generator Market by Type
10.2.6.2.2 France Function Generator Market by Output Frequency
10.2.6.2.3 France Function Generator Market by End-user
10.2.6.3 Italy Function Generator Market
10.2.6.3.1 Italy Function Generator Market by Type
10.2.6.3.2 Italy Function Generator Market by Output Frequency
10.2.6.3.3 Italy Function Generator Market by End-user
10.2.6.4 United Kingdom Function Generator Market
10.2.6.4.1 United Kingdom Function Generator Market by Type
10.2.6.4.2 United Kingdom Function Generator Market by Output Frequency
10.2.6.4.3 United Kingdom Function Generator Market by End-user
10.2.6.5 Russia Function Generator Market
10.2.6.5.1 Russia Function Generator Market by Type
10.2.6.5.2 Russia Function Generator Market by Output Frequency
10.2.6.5.3 Russia Function Generator Market by End-user
10.2.6.6 Rest of Europe Function Generator Market
10.2.6.6.1 Rest of Europe Function Generator Market by Type
10.2.6.6.2 Rest of Europe Function Generator Market by Output Frequency
10.2.6.6.3 Rest of Europe Function Generator Market by End-user
10.3. ASIA-PACIFIC
10.3.1 Asia-Pacific Function Generator Market Overview
10.3.2 Asia-Pacific Function Generator Market Forecasts and Analysis
10.3.3 Asia-Pacific Function Generator Market Forecasts and Analysis - By Type
10.3.4 Asia-Pacific Function Generator Market Forecasts and Analysis - By Output Frequency
10.3.5 Asia-Pacific Function Generator Market Forecasts and Analysis - By End-user
10.3.6 Asia-Pacific Function Generator Market Forecasts and Analysis - By Countries
10.3.6.1 Australia Function Generator Market
10.3.6.1.1 Australia Function Generator Market by Type
10.3.6.1.2 Australia Function Generator Market by Output Frequency
10.3.6.1.3 Australia Function Generator Market by End-user
10.3.6.2 China Function Generator Market
10.3.6.2.1 China Function Generator Market by Type
10.3.6.2.2 China Function Generator Market by Output Frequency
10.3.6.2.3 China Function Generator Market by End-user
10.3.6.3 India Function Generator Market
10.3.6.3.1 India Function Generator Market by Type
10.3.6.3.2 India Function Generator Market by Output Frequency
10.3.6.3.3 India Function Generator Market by End-user
10.3.6.4 Japan Function Generator Market
10.3.6.4.1 Japan Function Generator Market by Type
10.3.6.4.2 Japan Function Generator Market by Output Frequency
10.3.6.4.3 Japan Function Generator Market by End-user
10.3.6.5 South Korea Function Generator Market
10.3.6.5.1 South Korea Function Generator Market by Type
10.3.6.5.2 South Korea Function Generator Market by Output Frequency
10.3.6.5.3 South Korea Function Generator Market by End-user
10.3.6.6 Rest of Asia-Pacific Function Generator Market
10.3.6.6.1 Rest of Asia-Pacific Function Generator Market by Type
10.3.6.6.2 Rest of Asia-Pacific Function Generator Market by Output Frequency
10.3.6.6.3 Rest of Asia-Pacific Function Generator Market by End-user
10.4. MIDDLE EAST AND AFRICA
10.4.1 Middle East and Africa Function Generator Market Overview
10.4.2 Middle East and Africa Function Generator Market Forecasts and Analysis
10.4.3 Middle East and Africa Function Generator Market Forecasts and Analysis - By Type
10.4.4 Middle East and Africa Function Generator Market Forecasts and Analysis - By Output Frequency
10.4.5 Middle East and Africa Function Generator Market Forecasts and Analysis - By End-user
10.4.6 Middle East and Africa Function Generator Market Forecasts and Analysis - By Countries
10.4.6.1 South Africa Function Generator Market
10.4.6.1.1 South Africa Function Generator Market by Type
10.4.6.1.2 South Africa Function Generator Market by Output Frequency
10.4.6.1.3 South Africa Function Generator Market by End-user
10.4.6.2 Saudi Arabia Function Generator Market
10.4.6.2.1 Saudi Arabia Function Generator Market by Type
10.4.6.2.2 Saudi Arabia Function Generator Market by Output Frequency
10.4.6.2.3 Saudi Arabia Function Generator Market by End-user
10.4.6.3 U.A.E Function Generator Market
10.4.6.3.1 U.A.E Function Generator Market by Type
10.4.6.3.2 U.A.E Function Generator Market by Output Frequency
10.4.6.3.3 U.A.E Function Generator Market by End-user
10.4.6.4 Rest of Middle East and Africa Function Generator Market
10.4.6.4.1 Rest of Middle East and Africa Function Generator Market by Type
10.4.6.4.2 Rest of Middle East and Africa Function Generator Market by Output Frequency
10.4.6.4.3 Rest of Middle East and Africa Function Generator Market by End-user
10.5. SOUTH AND CENTRAL AMERICA
10.5.1 South and Central America Function Generator Market Overview
10.5.2 South and Central America Function Generator Market Forecasts and Analysis
10.5.3 South and Central America Function Generator Market Forecasts and Analysis - By Type
10.5.4 South and Central America Function Generator Market Forecasts and Analysis - By Output Frequency
10.5.5 South and Central America Function Generator Market Forecasts and Analysis - By End-user
10.5.6 South and Central America Function Generator Market Forecasts and Analysis - By Countries
10.5.6.1 Brazil Function Generator Market
10.5.6.1.1 Brazil Function Generator Market by Type
10.5.6.1.2 Brazil Function Generator Market by Output Frequency
10.5.6.1.3 Brazil Function Generator Market by End-user
10.5.6.2 Argentina Function Generator Market
10.5.6.2.1 Argentina Function Generator Market by Type
10.5.6.2.2 Argentina Function Generator Market by Output Frequency
10.5.6.2.3 Argentina Function Generator Market by End-user
10.5.6.3 Rest of South and Central America Function Generator Market
10.5.6.3.1 Rest of South and Central America Function Generator Market by Type
10.5.6.3.2 Rest of South and Central America Function Generator Market by Output Frequency
10.5.6.3.3 Rest of South and Central America Function Generator Market by End-user
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. FUNCTION GENERATOR MARKET, KEY COMPANY PROFILES
12.1. B AND K PRECISION 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. FLUKE CORPORATION
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. KEYSIGHT TECHNOLOGIES
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. KIKUSUI AMERICA, INC.
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. PROMAX ELECTRONICA S.L
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. RIGOL TECHNOLOGIES INC.
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. SCIENTECH TECHNOLOGIES PVT. LTD.
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. TABOR ELECTRONICS LTD
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. TEKTRONIX, 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. TELEDYNE LECROY
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
13. APPENDIX
13.1. ABOUT THE INSIGHT PARTNERS
13.2. GLOSSARY OF TERMS
1. B and K Precision Corporation
2. Fluke Corporation
3. Keysight Technologies
4. KIKUSUI AMERICA, INC.
5. PROMAX ELECTRONICA S.L
6. Rigol Technologies Inc.
7. Scientech Technologies Pvt. Ltd.
8. Tabor Electronics Ltd
9. TEKTRONIX, INC.
10. Teledyne LeCroy
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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