Glass Ceramics Market Research Report 2021-2031
The Glass Ceramics Market is expected to register a CAGR of 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 Material (Lithium, Magnesium, and Zinc). The global analysis is further broken-down at regional level and major countries. The report further presents analysis based on Application (Building and Construction, Electrical and Electronics, Healthcare, Aerospace, Optical, and Other Applications). The global analysis is further broken-down at regional level and major countries. The market size and forecast at global, regional, and country levels for all the key market segments are covered under the scope. The report offers the value in USD for the above analysis and segments. The report provides key statistics on the market status of the key market players and offers market trends and opportunities.
Purpose of the ReportThe report Glass Ceramics 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.
Glass Ceramics Market Segmentation
Material- Lithium
- Magnesium
- Zinc
- Building and Construction
- Electrical and Electronics
- Healthcare
- Aerospace
- Optical
- Other Applications
Strategic Insights
Glass Ceramics Market Growth Drivers- Advancements in Glass-Ceramic Materials: The changes in the production patterns and chemical composition of glass ceramics are accelerating the development of the market. For example, glass-ceramic materials have been developed that possess a greater strength, temperature resistance, and corrosion resistance and their usage has introduced new sectors such as electronics, aircraft industry, and surgical tools.
- Energy-Efficient Applications: Glass ceramics are rapidly embraced on energy efficiency demanding uses such as cooking plates and heat-sink. The heat retention and distribution capability that they have has found market demand for both residential and commercial uses as well as contributed to the trends of environmental friendly and energy saving solutions.
- Medical Sector Applications: Innovations in glass ceramics technology are also being applied in the medical sector, especially in device implants and imaging systems. It is their unique characteristics of biocompatibility, strength and the ability to take any form that makes them useful in extreme applications such as dental implants, surgical tools and bone cement.
- Growth of the Glass Ceramics Market: The growth of glass ceramics market can be attributed to increasing utilization of these materials in advanced technologies like quantum computing, aerospace and sophisticated medical devices. They have ideal mechanical, thermal and electrical properties for high-tech applications which encourages advanced development and further exploration in these up and coming industries.
- Glass Ceramics in Smart Materials and IoT Devices: To develop smart materials, which will be mostly found in the devices of the Internet of Things (IoT), glass ceramics are expected to be extensively used. The resistance to extreme conditions in which sensors, actuators, and other electronic parts work would be high, thus the materials are a requirement for advanced interconnected devices.
- Glass Ceramics in Energy-Saving and Sustainable Applications: As a result of rising awareness toward environmental conservation, the glass ceramics will be put into more use in energy saving applications. The thermal characteristics of the glass-ceramics makes them effective in energy saving materials in buildings, appliances and even industrial uses. Moreover, their tough and recyclable nature fits perfectly in the current shift in focus towards sustainable and durable materials.
- Glass-Based Ceramics in Renewable Energy: In recent years, applications of glass based ceramics for renewable energy resources with particular reference to solar energy and energy storage systems have become paramount. Their high thermal stability, longevity, and insulation properties make them very useful in solar panels, thermoelectric systems as well as heat storage systems which is a great potential in the green energy.
- Glass Ceramics in the Medical Sector: The increasing need for enhanced materials in the medical sector creates a niche for glass ceramics in the development of bioactive implants, dental crowns, and prosthetics as well. Their compatibility with human body tissue, their strength, and their resistance to wear and tear, as well as corrosion, make them suitable for cutting edge medical equipment and health solutions.
- Smart Glass Ceramics for Energy-Efficient Buildings: As smart materials became popular, glass ceramics started to be produced with appropriate technologies integrated in them like those that change color, heat or light transmission. In addition, the demand for smart windows and energy-efficient buildings presents a positive trend since these materials are useful in enhancing comfort and energy saving in the structures, thus, making them attractive to modern architecture and urban design.
Market Report Scope
Key Selling Points
- Comprehensive Coverage: The report comprehensively covers the analysis of products, services, types, and end users of the Glass Ceramics 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 Glass Ceramics 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.
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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
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
The Glass Ceramics Market is estimated to witness a CAGR of 6% from 2023 to 2031
Advancements in technology is driving the market growth
Corning Inc.
; SCHOTT AG
; Nippon Electric Glass Co., Ltd.
; Owens Corning
; Saint-Gobain S.A.
; Asahi Glass Co., Ltd. (AGC Inc.)
; CeramTec GmbH
; CoorsTek Inc.
; BASF SE
; EuroKera
; Kerroglas
; Woolfson Ceramics
; NSG Group
; Vitro S.A.B. de C.V.
; Tevex
Based on material, the lithium segment is expected to witness the fastest growth during the forecast period
Based on geography, Asia Pacific held the largest share of the glass ceramics market due to the well-established manufacturing industry across the region, coupled with continuous growth and development
Growing use in advanced technologies is expected to be the key market trends
TABLE OF CONTENTS
1. INTRODUCTION
1.1. SCOPE OF THE STUDY
1.2. THE INSIGHT PARTNERS RESEARCH REPORT GUIDANCE
1.3. MARKET SEGMENTATION
1.3.1 Glass Ceramics Market - By Material
1.3.2 Glass Ceramics Market - By End-User Industry
1.3.3 Glass Ceramics Market - By Region
1.3.3.1 By Country
2. KEY TAKEWAYS
3. RESEARCH METHODOLOGY
4. GLASS CERAMICS 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. EXPERT OPINIONS
5. GLASS CERAMICS 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. GLASS CERAMICS MARKET - GLOBAL MARKET ANALYSIS
6.1. GLASS CERAMICS - GLOBAL MARKET OVERVIEW
6.2. GLASS CERAMICS - GLOBAL MARKET AND FORECAST TO 2028
6.3. MARKET POSITIONING/MARKET SHARE
7. GLASS CERAMICS MARKET - REVENUE AND FORECASTS TO 2028 - MATERIAL
7.1. OVERVIEW
7.2. MATERIAL MARKET FORECASTS AND ANALYSIS
7.3. ALUMINIUM
7.3.1. Overview
7.3.2. Aluminium Market Forecast and Analysis
7.4. SILICON
7.4.1. Overview
7.4.2. Silicon Market Forecast and Analysis
7.5. LITHIUM
7.5.1. Overview
7.5.2. Lithium Market Forecast and Analysis
7.6. ZIRCONIUM
7.6.1. Overview
7.6.2. Zirconium Market Forecast and Analysis
8. GLASS CERAMICS MARKET - REVENUE AND FORECASTS TO 2028 - END-USER INDUSTRY
8.1. OVERVIEW
8.2. END-USER INDUSTRY MARKET FORECASTS AND ANALYSIS
8.3. ELECTRONICS
8.3.1. Overview
8.3.2. Electronics Market Forecast and Analysis
8.4. HEALTHCARE
8.4.1. Overview
8.4.2. Healthcare Market Forecast and Analysis
8.5. HOUSING & CONSTRUCTION
8.5.1. Overview
8.5.2. Housing & Construction Market Forecast and Analysis
8.6. ENERGY & POWER
8.6.1. Overview
8.6.2. Energy & Power Market Forecast and Analysis
8.7. AEROSPACE
8.7.1. Overview
8.7.2. Aerospace Market Forecast and Analysis
8.8. OPTICAL
8.8.1. Overview
8.8.2. Optical Market Forecast and Analysis
8.9. INDUSTRIAL
8.9.1. Overview
8.9.2. Industrial Market Forecast and Analysis
8.10. OTHERS
8.10.1. Overview
8.10.2. Others Market Forecast and Analysis
9. GLASS CERAMICS MARKET REVENUE AND FORECASTS TO 2028 - GEOGRAPHICAL ANALYSIS
9.1. NORTH AMERICA
9.1.1 North America Glass Ceramics Market Overview
9.1.2 North America Glass Ceramics Market Forecasts and Analysis
9.1.3 North America Glass Ceramics Market Forecasts and Analysis - By Material
9.1.4 North America Glass Ceramics Market Forecasts and Analysis - By End-User Industry
9.1.5 North America Glass Ceramics Market Forecasts and Analysis - By Countries
9.1.5.1 United States Glass Ceramics Market
9.1.5.1.1 United States Glass Ceramics Market by Material
9.1.5.1.2 United States Glass Ceramics Market by End-User Industry
9.1.5.2 Canada Glass Ceramics Market
9.1.5.2.1 Canada Glass Ceramics Market by Material
9.1.5.2.2 Canada Glass Ceramics Market by End-User Industry
9.1.5.3 Mexico Glass Ceramics Market
9.1.5.3.1 Mexico Glass Ceramics Market by Material
9.1.5.3.2 Mexico Glass Ceramics Market by End-User Industry
9.2. EUROPE
9.2.1 Europe Glass Ceramics Market Overview
9.2.2 Europe Glass Ceramics Market Forecasts and Analysis
9.2.3 Europe Glass Ceramics Market Forecasts and Analysis - By Material
9.2.4 Europe Glass Ceramics Market Forecasts and Analysis - By End-User Industry
9.2.5 Europe Glass Ceramics Market Forecasts and Analysis - By Countries
9.2.5.1 Germany Glass Ceramics Market
9.2.5.1.1 Germany Glass Ceramics Market by Material
9.2.5.1.2 Germany Glass Ceramics Market by End-User Industry
9.2.5.2 France Glass Ceramics Market
9.2.5.2.1 France Glass Ceramics Market by Material
9.2.5.2.2 France Glass Ceramics Market by End-User Industry
9.2.5.3 Italy Glass Ceramics Market
9.2.5.3.1 Italy Glass Ceramics Market by Material
9.2.5.3.2 Italy Glass Ceramics Market by End-User Industry
9.2.5.4 United Kingdom Glass Ceramics Market
9.2.5.4.1 United Kingdom Glass Ceramics Market by Material
9.2.5.4.2 United Kingdom Glass Ceramics Market by End-User Industry
9.2.5.5 Russia Glass Ceramics Market
9.2.5.5.1 Russia Glass Ceramics Market by Material
9.2.5.5.2 Russia Glass Ceramics Market by End-User Industry
9.2.5.6 Rest of Europe Glass Ceramics Market
9.2.5.6.1 Rest of Europe Glass Ceramics Market by Material
9.2.5.6.2 Rest of Europe Glass Ceramics Market by End-User Industry
9.3. ASIA-PACIFIC
9.3.1 Asia-Pacific Glass Ceramics Market Overview
9.3.2 Asia-Pacific Glass Ceramics Market Forecasts and Analysis
9.3.3 Asia-Pacific Glass Ceramics Market Forecasts and Analysis - By Material
9.3.4 Asia-Pacific Glass Ceramics Market Forecasts and Analysis - By End-User Industry
9.3.5 Asia-Pacific Glass Ceramics Market Forecasts and Analysis - By Countries
9.3.5.1 Australia Glass Ceramics Market
9.3.5.1.1 Australia Glass Ceramics Market by Material
9.3.5.1.2 Australia Glass Ceramics Market by End-User Industry
9.3.5.2 China Glass Ceramics Market
9.3.5.2.1 China Glass Ceramics Market by Material
9.3.5.2.2 China Glass Ceramics Market by End-User Industry
9.3.5.3 India Glass Ceramics Market
9.3.5.3.1 India Glass Ceramics Market by Material
9.3.5.3.2 India Glass Ceramics Market by End-User Industry
9.3.5.4 Japan Glass Ceramics Market
9.3.5.4.1 Japan Glass Ceramics Market by Material
9.3.5.4.2 Japan Glass Ceramics Market by End-User Industry
9.3.5.5 South Korea Glass Ceramics Market
9.3.5.5.1 South Korea Glass Ceramics Market by Material
9.3.5.5.2 South Korea Glass Ceramics Market by End-User Industry
9.3.5.6 Rest of Asia-Pacific Glass Ceramics Market
9.3.5.6.1 Rest of Asia-Pacific Glass Ceramics Market by Material
9.3.5.6.2 Rest of Asia-Pacific Glass Ceramics Market by End-User Industry
9.4. MIDDLE EAST AND AFRICA
9.4.1 Middle East and Africa Glass Ceramics Market Overview
9.4.2 Middle East and Africa Glass Ceramics Market Forecasts and Analysis
9.4.3 Middle East and Africa Glass Ceramics Market Forecasts and Analysis - By Material
9.4.4 Middle East and Africa Glass Ceramics Market Forecasts and Analysis - By End-User Industry
9.4.5 Middle East and Africa Glass Ceramics Market Forecasts and Analysis - By Countries
9.4.5.1 South Africa Glass Ceramics Market
9.4.5.1.1 South Africa Glass Ceramics Market by Material
9.4.5.1.2 South Africa Glass Ceramics Market by End-User Industry
9.4.5.2 Saudi Arabia Glass Ceramics Market
9.4.5.2.1 Saudi Arabia Glass Ceramics Market by Material
9.4.5.2.2 Saudi Arabia Glass Ceramics Market by End-User Industry
9.4.5.3 U.A.E Glass Ceramics Market
9.4.5.3.1 U.A.E Glass Ceramics Market by Material
9.4.5.3.2 U.A.E Glass Ceramics Market by End-User Industry
9.4.5.4 Rest of Middle East and Africa Glass Ceramics Market
9.4.5.4.1 Rest of Middle East and Africa Glass Ceramics Market by Material
9.4.5.4.2 Rest of Middle East and Africa Glass Ceramics Market by End-User Industry
9.5. SOUTH AND CENTRAL AMERICA
9.5.1 South and Central America Glass Ceramics Market Overview
9.5.2 South and Central America Glass Ceramics Market Forecasts and Analysis
9.5.3 South and Central America Glass Ceramics Market Forecasts and Analysis - By Material
9.5.4 South and Central America Glass Ceramics Market Forecasts and Analysis - By End-User Industry
9.5.5 South and Central America Glass Ceramics Market Forecasts and Analysis - By Countries
9.5.5.1 Brazil Glass Ceramics Market
9.5.5.1.1 Brazil Glass Ceramics Market by Material
9.5.5.1.2 Brazil Glass Ceramics Market by End-User Industry
9.5.5.2 Argentina Glass Ceramics Market
9.5.5.2.1 Argentina Glass Ceramics Market by Material
9.5.5.2.2 Argentina Glass Ceramics Market by End-User Industry
9.5.5.3 Rest of South and Central America Glass Ceramics Market
9.5.5.3.1 Rest of South and Central America Glass Ceramics Market by Material
9.5.5.3.2 Rest of South and Central America Glass Ceramics Market by End-User Industry
10. INDUSTRY LANDSCAPE
10.1. MERGERS AND ACQUISITIONS
10.2. AGREEMENTS, COLLABORATIONS AND JOIN VENTURES
10.3. NEW PRODUCT LAUNCHES
10.4. EXPANSIONS AND OTHER STRATEGIC DEVELOPMENTS
11. GLASS CERAMICS MARKET, KEY COMPANY PROFILES
11.1. ANCHOR GLASS CONTAINER CORPORATION
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. HUNTSMAN INTERNATIONAL LLC.
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. ILVA GLASS SPA
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. JINGNIU GLASS CERAMICS GROUP CO., LTD.
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. KEDI GLASS-CERAMIC INDUSTRY CO., LTD
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. KYOCERA 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. NIPPON ELECTRIC GLASS CO.,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. OHARA 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. SAINT-GOBAIN
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. SCHOTT AG
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
The List of Companies
1. Anchor Glass Container Corporation
2. Huntsman International LLC.
3. ILVA Glass SpA
4. Jingniu Glass Ceramics Group Co., Ltd.
5. Kedi Glass-Ceramic Industry Co., Ltd
6. KYOCERA Corporation
7. Nippon Electric Glass Co.,Ltd.
8. Ohara Corporation
9. Saint-Gobain
10. SCHOTT AG
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.