Display Driver Market Growth Report 2021-2031
The Display Driver Market is expected to register a CAGR of 6.6% 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 Application (Automotive Display, Smartphone, Monitor and Notebook, Television, Smartwatch, Others); Technology (OLED, LCD, Others); Driver Type (Touch and Display Driver Integration, Display Driver IC). 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 Display Driver 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.
Display Driver Market Segmentation
Application- Automotive Display
- Smartphone
- Monitor and Notebook
- Television
- Smartwatch
- Others
- OLED
- LCD
- Others
- Touch and Display Driver Integration
- Display Driver IC
- 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
Display Driver Market Growth Drivers- Rising Demand for High-Resolution Displays: The increasing consumer preference for high-definition, 4K, and 8K displays in smartphones, televisions, tablets, and laptops is a significant driver for the display driver market. Display drivers are essential for managing pixel control and ensuring high-quality image resolution. As the demand for sharper, more vivid visuals continues to rise, the need for advanced display drivers grows, driving market expansion.
- Growth of Automotive Displays: The automotive industry’s shift towards digital dashboards, advanced infotainment systems, and heads-up displays is fueling the demand for display drivers. With vehicles becoming more tech-centric, the need for sophisticated display drivers capable of handling complex interfaces, touch inputs, and high-resolution visuals is increasing, driving growth in the display driver market.
- Integration with Flexible Displays: A growing trend in the display driver market is the integration of display drivers with flexible OLED and e-ink displays. These displays are increasingly being used in wearable devices, foldable smartphones, and flexible signage. The need for advanced drivers that can support flexible, curved, or rollable screens is shaping the market and fostering innovation in display technology.
- Shift Toward Energy-Efficient Solutions: As consumers and industries demand more sustainable products, there is a trend toward energy-efficient display drivers. With increasing concerns over power consumption in devices like smartphones, laptops, and TVs, manufacturers are focusing on low-power, high-performance display drivers that reduce energy use without compromising image quality, which is boosting market development.
- Expansion of AR/VR Applications: Augmented Reality (AR) and Virtual Reality (VR) technologies are rapidly advancing, creating new opportunities for the display driver market. These technologies demand high refresh rates, resolution, and low latency, which require advanced display drivers for optimal performance. As AR/VR devices gain popularity in gaming, healthcare, and industrial applications, there will be growing demand for specialized display drivers.
- Growth in Consumer Electronics: The rising popularity of smart TVs, smartphones, wearables, and tablets presents significant growth opportunities for the display driver market. With consumers continuously upgrading to larger and higher-quality screens, the need for advanced drivers that can support various display technologies, including OLED, LED, and micro-LED, will increase, driving market expansion across multiple consumer electronics segments.
Market Report Scope
Key Selling Points
- Comprehensive Coverage: The report comprehensively covers the analysis of products, services, types, and end users of the Display Driver 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 Display Driver 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 FRAMEWORKHave a question?
Naveen
Naveen will walk you through a 15-minute call to present the report’s content and answer all queries if you have any.
Speak to Analyst- Sample PDF showcases the content structure and the nature of the information with qualitative and quantitative analysis.
- Request discounts available for Start-Ups & Universities
- 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.
Frequently Asked Questions
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
The report can be delivered in PDF/PPT format; we can also share excel dataset based on the request
Integration of touch and display drivers is anticipated to play a significant role in the global display driver market in the coming years
The Display Driver Market is estimated to witness a CAGR of 6.6% from 2023 to 2031
Growing demand for high-resolution displays and increasing adoption of OLED technology are the major factors driving the display driver market
1.INTRODUCTION
1.1.SCOPE OF THE STUDY
1.2.THE INSIGHT PARTNERS RESEARCH REPORT GUIDANCE
1.3.MARKET SEGMENTATION
1.3.1Display Driver Market - By Application
1.3.2Display Driver Market - By Technology
1.3.3Display Driver Market - By Driver Type
1.3.4Display Driver Market - By Region
1.3.4.1By Country
2.KEY TAKEWAYS
3.RESEARCH METHODOLOGY
4.DISPLAY DRIVER MARKET LANDSCAPE
4.1.OVERVIEW
4.2.PEST ANALYSIS
4.2.1North America - Pest Analysis
4.2.2Europe - Pest Analysis
4.2.3Asia-Pacific - Pest Analysis
4.2.4Middle East and Africa - Pest Analysis
4.2.5South and Central America - Pest Analysis
4.3.ECOSYSTEM ANALYSIS
4.4.EXPERT OPINIONS
5.DISPLAY DRIVER 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.DISPLAY DRIVER MARKET - GLOBAL MARKET ANALYSIS
6.1.DISPLAY DRIVER - GLOBAL MARKET OVERVIEW
6.2.DISPLAY DRIVER - GLOBAL MARKET AND FORECAST TO 2028
6.3.MARKET POSITIONING/MARKET SHARE
7.DISPLAY DRIVER MARKET - REVENUE AND FORECASTS TO 2028 - APPLICATION
7.1.OVERVIEW
7.2.APPLICATION MARKET FORECASTS AND ANALYSIS
7.3.AUTOMOTIVE DISPLAY
7.3.1.Overview
7.3.2.Automotive Display Market Forecast and Analysis
7.4.SMARTPHONE
7.4.1.Overview
7.4.2.Smartphone Market Forecast and Analysis
7.5.MONITOR AND NOTEBOOK
7.5.1.Overview
7.5.2.Monitor and Notebook Market Forecast and Analysis
7.6.TELEVISION
7.6.1.Overview
7.6.2.Television Market Forecast and Analysis
7.7.SMARTWATCH
7.7.1.Overview
7.7.2.Smartwatch Market Forecast and Analysis
7.8.OTHERS
7.8.1.Overview
7.8.2.Others Market Forecast and Analysis
8.DISPLAY DRIVER MARKET - REVENUE AND FORECASTS TO 2028 - TECHNOLOGY
8.1.OVERVIEW
8.2.TECHNOLOGY MARKET FORECASTS AND ANALYSIS
8.3.OLED
8.3.1.Overview
8.3.2.OLED Market Forecast and Analysis
8.4.LCD
8.4.1.Overview
8.4.2.LCD Market Forecast and Analysis
8.5.OTHERS
8.5.1.Overview
8.5.2.Others Market Forecast and Analysis
9.DISPLAY DRIVER MARKET - REVENUE AND FORECASTS TO 2028 - DRIVER TYPE
9.1.OVERVIEW
9.2.DRIVER TYPE MARKET FORECASTS AND ANALYSIS
9.3.TOUCH AND DISPLAY DRIVER INTEGRATION
9.3.1.Overview
9.3.2.Touch and Display Driver Integration Market Forecast and Analysis
9.4.DISPLAY DRIVER IC
9.4.1.Overview
9.4.2.Display Driver IC Market Forecast and Analysis
10.DISPLAY DRIVER MARKET REVENUE AND FORECASTS TO 2028 - GEOGRAPHICAL ANALYSIS
10.1.NORTH AMERICA
10.1.1North America Display Driver Market Overview
10.1.2North America Display Driver Market Forecasts and Analysis
10.1.3North America Display Driver Market Forecasts and Analysis - By Application
10.1.4North America Display Driver Market Forecasts and Analysis - By Technology
10.1.5North America Display Driver Market Forecasts and Analysis - By Driver Type
10.1.6North America Display Driver Market Forecasts and Analysis - By Countries
10.1.6.1United States Display Driver Market
10.1.6.1.1United States Display Driver Market by Application
10.1.6.1.2United States Display Driver Market by Technology
10.1.6.1.3United States Display Driver Market by Driver Type
10.1.6.2Canada Display Driver Market
10.1.6.2.1Canada Display Driver Market by Application
10.1.6.2.2Canada Display Driver Market by Technology
10.1.6.2.3Canada Display Driver Market by Driver Type
10.1.6.3Mexico Display Driver Market
10.1.6.3.1Mexico Display Driver Market by Application
10.1.6.3.2Mexico Display Driver Market by Technology
10.1.6.3.3Mexico Display Driver Market by Driver Type
10.2.EUROPE
10.2.1Europe Display Driver Market Overview
10.2.2Europe Display Driver Market Forecasts and Analysis
10.2.3Europe Display Driver Market Forecasts and Analysis - By Application
10.2.4Europe Display Driver Market Forecasts and Analysis - By Technology
10.2.5Europe Display Driver Market Forecasts and Analysis - By Driver Type
10.2.6Europe Display Driver Market Forecasts and Analysis - By Countries
10.2.6.1Germany Display Driver Market
10.2.6.1.1Germany Display Driver Market by Application
10.2.6.1.2Germany Display Driver Market by Technology
10.2.6.1.3Germany Display Driver Market by Driver Type
10.2.6.2France Display Driver Market
10.2.6.2.1France Display Driver Market by Application
10.2.6.2.2France Display Driver Market by Technology
10.2.6.2.3France Display Driver Market by Driver Type
10.2.6.3Italy Display Driver Market
10.2.6.3.1Italy Display Driver Market by Application
10.2.6.3.2Italy Display Driver Market by Technology
10.2.6.3.3Italy Display Driver Market by Driver Type
10.2.6.4United Kingdom Display Driver Market
10.2.6.4.1United Kingdom Display Driver Market by Application
10.2.6.4.2United Kingdom Display Driver Market by Technology
10.2.6.4.3United Kingdom Display Driver Market by Driver Type
10.2.6.5Russia Display Driver Market
10.2.6.5.1Russia Display Driver Market by Application
10.2.6.5.2Russia Display Driver Market by Technology
10.2.6.5.3Russia Display Driver Market by Driver Type
10.2.6.6Rest of Europe Display Driver Market
10.2.6.6.1Rest of Europe Display Driver Market by Application
10.2.6.6.2Rest of Europe Display Driver Market by Technology
10.2.6.6.3Rest of Europe Display Driver Market by Driver Type
10.3.ASIA-PACIFIC
10.3.1Asia-Pacific Display Driver Market Overview
10.3.2Asia-Pacific Display Driver Market Forecasts and Analysis
10.3.3Asia-Pacific Display Driver Market Forecasts and Analysis - By Application
10.3.4Asia-Pacific Display Driver Market Forecasts and Analysis - By Technology
10.3.5Asia-Pacific Display Driver Market Forecasts and Analysis - By Driver Type
10.3.6Asia-Pacific Display Driver Market Forecasts and Analysis - By Countries
10.3.6.1Australia Display Driver Market
10.3.6.1.1Australia Display Driver Market by Application
10.3.6.1.2Australia Display Driver Market by Technology
10.3.6.1.3Australia Display Driver Market by Driver Type
10.3.6.2China Display Driver Market
10.3.6.2.1China Display Driver Market by Application
10.3.6.2.2China Display Driver Market by Technology
10.3.6.2.3China Display Driver Market by Driver Type
10.3.6.3India Display Driver Market
10.3.6.3.1India Display Driver Market by Application
10.3.6.3.2India Display Driver Market by Technology
10.3.6.3.3India Display Driver Market by Driver Type
10.3.6.4Japan Display Driver Market
10.3.6.4.1Japan Display Driver Market by Application
10.3.6.4.2Japan Display Driver Market by Technology
10.3.6.4.3Japan Display Driver Market by Driver Type
10.3.6.5South Korea Display Driver Market
10.3.6.5.1South Korea Display Driver Market by Application
10.3.6.5.2South Korea Display Driver Market by Technology
10.3.6.5.3South Korea Display Driver Market by Driver Type
10.3.6.6Rest of Asia-Pacific Display Driver Market
10.3.6.6.1Rest of Asia-Pacific Display Driver Market by Application
10.3.6.6.2Rest of Asia-Pacific Display Driver Market by Technology
10.3.6.6.3Rest of Asia-Pacific Display Driver Market by Driver Type
10.4.MIDDLE EAST AND AFRICA
10.4.1Middle East and Africa Display Driver Market Overview
10.4.2Middle East and Africa Display Driver Market Forecasts and Analysis
10.4.3Middle East and Africa Display Driver Market Forecasts and Analysis - By Application
10.4.4Middle East and Africa Display Driver Market Forecasts and Analysis - By Technology
10.4.5Middle East and Africa Display Driver Market Forecasts and Analysis - By Driver Type
10.4.6Middle East and Africa Display Driver Market Forecasts and Analysis - By Countries
10.4.6.1South Africa Display Driver Market
10.4.6.1.1South Africa Display Driver Market by Application
10.4.6.1.2South Africa Display Driver Market by Technology
10.4.6.1.3South Africa Display Driver Market by Driver Type
10.4.6.2Saudi Arabia Display Driver Market
10.4.6.2.1Saudi Arabia Display Driver Market by Application
10.4.6.2.2Saudi Arabia Display Driver Market by Technology
10.4.6.2.3Saudi Arabia Display Driver Market by Driver Type
10.4.6.3U.A.E Display Driver Market
10.4.6.3.1U.A.E Display Driver Market by Application
10.4.6.3.2U.A.E Display Driver Market by Technology
10.4.6.3.3U.A.E Display Driver Market by Driver Type
10.4.6.4Rest of Middle East and Africa Display Driver Market
10.4.6.4.1Rest of Middle East and Africa Display Driver Market by Application
10.4.6.4.2Rest of Middle East and Africa Display Driver Market by Technology
10.4.6.4.3Rest of Middle East and Africa Display Driver Market by Driver Type
10.5.SOUTH AND CENTRAL AMERICA
10.5.1South and Central America Display Driver Market Overview
10.5.2South and Central America Display Driver Market Forecasts and Analysis
10.5.3South and Central America Display Driver Market Forecasts and Analysis - By Application
10.5.4South and Central America Display Driver Market Forecasts and Analysis - By Technology
10.5.5South and Central America Display Driver Market Forecasts and Analysis - By Driver Type
10.5.6South and Central America Display Driver Market Forecasts and Analysis - By Countries
10.5.6.1Brazil Display Driver Market
10.5.6.1.1Brazil Display Driver Market by Application
10.5.6.1.2Brazil Display Driver Market by Technology
10.5.6.1.3Brazil Display Driver Market by Driver Type
10.5.6.2Argentina Display Driver Market
10.5.6.2.1Argentina Display Driver Market by Application
10.5.6.2.2Argentina Display Driver Market by Technology
10.5.6.2.3Argentina Display Driver Market by Driver Type
10.5.6.3Rest of South and Central America Display Driver Market
10.5.6.3.1Rest of South and Central America Display Driver Market by Application
10.5.6.3.2Rest of South and Central America Display Driver Market by Technology
10.5.6.3.3Rest of South and Central America Display Driver Market by Driver Type
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.DISPLAY DRIVER MARKET, KEY COMPANY PROFILES
12.1.DIALOG SEMICONDUCTOR
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.FOCALTECH
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.HIMAX TECHNOLOGIES INC.
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.MAGNACHIP SEMICONDUCTOR
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.MEDIATEK INC.
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.NOVATEK MICROELECTRONICS CORP.
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.ROHM SEMICONDUCTOR
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.SILICON WORKS
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.SYNAPTICS INCORPORATED
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.SITRONIX TECHNOLOGY 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
13.APPENDIX
13.1.ABOUT THE INSIGHT PARTNERS
13.2.GLOSSARY OF TERMS
1. Dialog Semiconductor
2. Focaltech
3. Himax Technologies Inc.
4. MagnaChip Semiconductor
5. MediaTek Inc.
6. Novatek Microelectronics Corp.
7. ROHM Semiconductor
8. Silicon Works
9. Synaptics Incorporated
10. Sitronix Technology Corporation
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.