Wide area RFID systems are essentially traditional RFID systems which can identify and locate numerous objects over a long range. The traditional deployment of RFID systems used to restrict the usability as the objects were identified and accounted for only at certain checkpoints and entrances. In case, if a detailed inventory check is required, operators would have to manually scan individual objects or products which requires immense amount of time and labor. Wide area RFID systems have offered a viable solution to various industries to identify and locate numerous objects simultaneously all across the facility.
MARKET SCOPE
The "Global Wide Area RFID Systems Market Analysis to 2031" is a specialized and in-depth study with a special focus on the global market trend analysis. The report aims to provide an overview of the wide area RFID systems market with detailed market segmentation by component, end-use industry, and geography. The report provides key statistics on the market status of the leading wide area RFID systems market players and offers key trends and opportunities in the market.
MARKET SEGMENTATION
- Based on component, the global wide area RFID systems market is segmented into tags, readers, antennas, and others.
- On the basis of end-use industry, the market is segmented into automotive, retail, oil and gas, manufacturing, healthcare, and others.
MARKET DYNAMICS
Drivers:
- One of the major factors driving the demand for wide area RFID systems is rise in innovative applications. RFID technology has been used in various end-use industries over a long period of time.
- With decreasing costs of RFID tags and readers, wide area RFID systems are expected to witness significant rise in terms of adoption in the end-use industries.
Restraints
- The use of this technology has been restricted to limited applications such as shipment tracking and inventory management.
REGIONAL FRAMEWORK
The report provides a detailed overview of the industry including both qualitative and quantitative information. It provides an overview and forecast of the global 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), the Middle East and Africa (MEA), and South America. The wide area RFID systems 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 the 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 PEST analysis for all five regions namely; North America, Europe, APAC, MEA, and South America after evaluating political, economic, social and technological factors affecting the wide area RFID systems market in these regions.
IMPACT OF COVID-19 ON WIDE AREA RFID SYSTEMS MARKET
COVID-19 first began in Wuhan (China) during December 2019 and since then it has spread at a fast pace across the globe. The US, India, Brazil, Russia, France, the UK, Turkey, Italy, and Spain are some of the worst affected countries in terms confirmed cases and reported deaths. The COVID-19 has been affecting economies and industries in various countries due to lockdowns, travel bans, and business shutdowns. Shutdown of various plants and factories has affected the global supply chains and negatively impacted the manufacturing, delivery schedules, and sales of products in global market. Few companies have already announced possible delays in product deliveries and slump in future sales of their products. In addition to this, the global travel bans imposed by countries in Europe, Asia-Pacific, and North America are affecting the business collaborations and partnerships opportunities.
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- Sample PDF showcases the content structure and the nature of the information with qualitative and quantitative analysis.
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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 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), the Middle East and Africa (MEA), and South America. The wide area RFID systems 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 the 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 PEST analysis for all five regions namely; North America, Europe, APAC, MEA, and South America after evaluating political, economic, social and technological factors affecting the wide area RFID systems market in these regions.
IMPACT OF COVID-19 ON WIDE AREA RFID SYSTEMS MARKET
COVID-19 first began in Wuhan (China) during December 2019 and since then it has spread at a fast pace across the globe. The US, India, Brazil, Russia, France, the UK, Turkey, Italy, and Spain are some of the worst affected countries in terms confirmed cases and reported deaths. The COVID-19 has been affecting economies and industries in various countries due to lockdowns, travel bans, and business shutdowns. Shutdown of various plants and factories has affected the global supply chains and negatively impacted the manufacturing, delivery schedules, and sales of products in global market. Few companies have already announced possible delays in product deliveries and slump in future sales of their products. In addition to this, the global travel bans imposed by countries in Europe, Asia-Pacific, and North America are affecting the business collaborations and partnerships opportunities.
MARKET PLAYERS
The report covers key developments in the wide area RFID systems 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 the expansion of business and customer base of market players. The market payers from wide area RFID systems market are anticipated to lucrative growth opportunities in the future with the rising demand in the global market.
The report also includes the profiles of key companies along with their SWOT analysis and market strategies in the wide area RFID systems market. In addition, the report focuses on leading industry players with information such as company profiles, components, and services offered, financial information of the last 3 years, the key development in the past five years.
- Barcoding, Inc.
- Impinj, Inc.
- Guard RFID Solutions, Inc.
- Balluff GmbH
- PervasID
- SkyRFID Inc
- Omnitec Group
- Idesco Oy
- Balogh Group
- GAO RFID, 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.
- 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 Wide Area RFID Systems Market - By Component
1.3.2 Wide Area RFID Systems Market - By End-use Industry
1.3.3 Wide Area RFID Systems Market - By Region
1.3.3.1 By Country
2. KEY TAKEAWAYS
3. RESEARCH METHODOLOGY
4. WIDE AREA RFID SYSTEMS MARKET LANDSCAPE
4.1. OVERVIEW
4.2. PORTER'S FIVE FORCES ANALYSIS
4.2.1 Bargaining Power of Buyers
4.2.1 Bargaining Power of Suppliers
4.2.1 Threat of Substitute
4.2.1 Threat of New Entrants
4.2.1 Competitive Rivalry
4.3. ECOSYSTEM ANALYSIS
4.4. EXPERT OPINIONS
5. WIDE AREA RFID SYSTEMS MARKET - KEY MARKET DYNAMICS
5.1. KEY MARKET DRIVERS
5.2. KEY MARKET RESTRAINTS
5.3. KEY MARKET OPPORTUNITIES
5.4. FUTURE TRENDS
5.5. IMPACT ANALYSIS OF DRIVERS AND RESTRAINTS
6. WIDE AREA RFID SYSTEMS MARKET - GLOBAL MARKET ANALYSIS
6.1. WIDE AREA RFID SYSTEMS - GLOBAL MARKET OVERVIEW
6.2. WIDE AREA RFID SYSTEMS - GLOBAL MARKET AND FORECAST TO 2027
6.3. MARKET POSITIONING/MARKET SHARE
7. WIDE AREA RFID SYSTEMS MARKET - REVENUE AND FORECASTS TO 2027 - COMPONENT
7.1. OVERVIEW
7.2. COMPONENT MARKET FORECASTS AND ANALYSIS
7.3. TAGS
7.3.1. Overview
7.3.2. Tags Market Forecast and Analysis
7.4. READERS
7.4.1. Overview
7.4.2. Readers Market Forecast and Analysis
7.5. ANTENNAS
7.5.1. Overview
7.5.2. Antennas Market Forecast and Analysis
7.6. OTHERS
7.6.1. Overview
7.6.2. Others Market Forecast and Analysis
8. WIDE AREA RFID SYSTEMS MARKET - REVENUE AND FORECASTS TO 2027 - END-USE INDUSTRY
8.1. OVERVIEW
8.2. END-USE INDUSTRY MARKET FORECASTS AND ANALYSIS
8.3. AUTOMOTIVE
8.3.1. Overview
8.3.2. Automotive Market Forecast and Analysis
8.4. RETAIL
8.4.1. Overview
8.4.2. Retail Market Forecast and Analysis
8.5. OIL AND GAS
8.5.1. Overview
8.5.2. Oil and Gas Market Forecast and Analysis
8.6. MANUFACTURING
8.6.1. Overview
8.6.2. Manufacturing Market Forecast and Analysis
8.7. HEALTHCARE
8.7.1. Overview
8.7.2. Healthcare Market Forecast and Analysis
8.8. OTHERS
8.8.1. Overview
8.8.2. Others Market Forecast and Analysis
9. WIDE AREA RFID SYSTEMS MARKET REVENUE AND FORECASTS TO 2027 - GEOGRAPHICAL ANALYSIS
9.1. NORTH AMERICA
9.1.1 North America Wide Area RFID Systems Market Overview
9.1.2 North America Wide Area RFID Systems Market Forecasts and Analysis
9.1.3 North America Wide Area RFID Systems Market Forecasts and Analysis - By Component
9.1.4 North America Wide Area RFID Systems Market Forecasts and Analysis - By End-use Industry
9.1.5 North America Wide Area RFID Systems Market Forecasts and Analysis - By Countries
9.1.5.1 United States Wide Area RFID Systems Market
9.1.5.1.1 United States Wide Area RFID Systems Market by Component
9.1.5.1.2 United States Wide Area RFID Systems Market by End-use Industry
9.1.5.2 Canada Wide Area RFID Systems Market
9.1.5.2.1 Canada Wide Area RFID Systems Market by Component
9.1.5.2.2 Canada Wide Area RFID Systems Market by End-use Industry
9.1.5.3 Mexico Wide Area RFID Systems Market
9.1.5.3.1 Mexico Wide Area RFID Systems Market by Component
9.1.5.3.2 Mexico Wide Area RFID Systems Market by End-use Industry
9.2. EUROPE
9.2.1 Europe Wide Area RFID Systems Market Overview
9.2.2 Europe Wide Area RFID Systems Market Forecasts and Analysis
9.2.3 Europe Wide Area RFID Systems Market Forecasts and Analysis - By Component
9.2.4 Europe Wide Area RFID Systems Market Forecasts and Analysis - By End-use Industry
9.2.5 Europe Wide Area RFID Systems Market Forecasts and Analysis - By Countries
9.2.5.1 Germany Wide Area RFID Systems Market
9.2.5.1.1 Germany Wide Area RFID Systems Market by Component
9.2.5.1.2 Germany Wide Area RFID Systems Market by End-use Industry
9.2.5.2 France Wide Area RFID Systems Market
9.2.5.2.1 France Wide Area RFID Systems Market by Component
9.2.5.2.2 France Wide Area RFID Systems Market by End-use Industry
9.2.5.3 Italy Wide Area RFID Systems Market
9.2.5.3.1 Italy Wide Area RFID Systems Market by Component
9.2.5.3.2 Italy Wide Area RFID Systems Market by End-use Industry
9.2.5.4 United Kingdom Wide Area RFID Systems Market
9.2.5.4.1 United Kingdom Wide Area RFID Systems Market by Component
9.2.5.4.2 United Kingdom Wide Area RFID Systems Market by End-use Industry
9.2.5.5 Russia Wide Area RFID Systems Market
9.2.5.5.1 Russia Wide Area RFID Systems Market by Component
9.2.5.5.2 Russia Wide Area RFID Systems Market by End-use Industry
9.2.5.6 Rest of Europe Wide Area RFID Systems Market
9.2.5.6.1 Rest of Europe Wide Area RFID Systems Market by Component
9.2.5.6.2 Rest of Europe Wide Area RFID Systems Market by End-use Industry
9.3. ASIA-PACIFIC
9.3.1 Asia-Pacific Wide Area RFID Systems Market Overview
9.3.2 Asia-Pacific Wide Area RFID Systems Market Forecasts and Analysis
9.3.3 Asia-Pacific Wide Area RFID Systems Market Forecasts and Analysis - By Component
9.3.4 Asia-Pacific Wide Area RFID Systems Market Forecasts and Analysis - By End-use Industry
9.3.5 Asia-Pacific Wide Area RFID Systems Market Forecasts and Analysis - By Countries
9.3.5.1 Australia Wide Area RFID Systems Market
9.3.5.1.1 Australia Wide Area RFID Systems Market by Component
9.3.5.1.2 Australia Wide Area RFID Systems Market by End-use Industry
9.3.5.2 China Wide Area RFID Systems Market
9.3.5.2.1 China Wide Area RFID Systems Market by Component
9.3.5.2.2 China Wide Area RFID Systems Market by End-use Industry
9.3.5.3 India Wide Area RFID Systems Market
9.3.5.3.1 India Wide Area RFID Systems Market by Component
9.3.5.3.2 India Wide Area RFID Systems Market by End-use Industry
9.3.5.4 Japan Wide Area RFID Systems Market
9.3.5.4.1 Japan Wide Area RFID Systems Market by Component
9.3.5.4.2 Japan Wide Area RFID Systems Market by End-use Industry
9.3.5.5 South Korea Wide Area RFID Systems Market
9.3.5.5.1 South Korea Wide Area RFID Systems Market by Component
9.3.5.5.2 South Korea Wide Area RFID Systems Market by End-use Industry
9.3.5.6 Rest of Asia-Pacific Wide Area RFID Systems Market
9.3.5.6.1 Rest of Asia-Pacific Wide Area RFID Systems Market by Component
9.3.5.6.2 Rest of Asia-Pacific Wide Area RFID Systems Market by End-use Industry
9.4. MIDDLE EAST AND AFRICA
9.4.1 Middle East and Africa Wide Area RFID Systems Market Overview
9.4.2 Middle East and Africa Wide Area RFID Systems Market Forecasts and Analysis
9.4.3 Middle East and Africa Wide Area RFID Systems Market Forecasts and Analysis - By Component
9.4.4 Middle East and Africa Wide Area RFID Systems Market Forecasts and Analysis - By End-use Industry
9.4.5 Middle East and Africa Wide Area RFID Systems Market Forecasts and Analysis - By Countries
9.4.5.1 South Africa Wide Area RFID Systems Market
9.4.5.1.1 South Africa Wide Area RFID Systems Market by Component
9.4.5.1.2 South Africa Wide Area RFID Systems Market by End-use Industry
9.4.5.2 Saudi Arabia Wide Area RFID Systems Market
9.4.5.2.1 Saudi Arabia Wide Area RFID Systems Market by Component
9.4.5.2.2 Saudi Arabia Wide Area RFID Systems Market by End-use Industry
9.4.5.3 U.A.E Wide Area RFID Systems Market
9.4.5.3.1 U.A.E Wide Area RFID Systems Market by Component
9.4.5.3.2 U.A.E Wide Area RFID Systems Market by End-use Industry
9.4.5.4 Rest of Middle East and Africa Wide Area RFID Systems Market
9.4.5.4.1 Rest of Middle East and Africa Wide Area RFID Systems Market by Component
9.4.5.4.2 Rest of Middle East and Africa Wide Area RFID Systems Market by End-use Industry
9.5. SOUTH AND CENTRAL AMERICA
9.5.1 South and Central America Wide Area RFID Systems Market Overview
9.5.2 South and Central America Wide Area RFID Systems Market Forecasts and Analysis
9.5.3 South and Central America Wide Area RFID Systems Market Forecasts and Analysis - By Component
9.5.4 South and Central America Wide Area RFID Systems Market Forecasts and Analysis - By End-use Industry
9.5.5 South and Central America Wide Area RFID Systems Market Forecasts and Analysis - By Countries
9.5.5.1 Brazil Wide Area RFID Systems Market
9.5.5.1.1 Brazil Wide Area RFID Systems Market by Component
9.5.5.1.2 Brazil Wide Area RFID Systems Market by End-use Industry
9.5.5.2 Argentina Wide Area RFID Systems Market
9.5.5.2.1 Argentina Wide Area RFID Systems Market by Component
9.5.5.2.2 Argentina Wide Area RFID Systems Market by End-use Industry
9.5.5.3 Rest of South and Central America Wide Area RFID Systems Market
9.5.5.3.1 Rest of South and Central America Wide Area RFID Systems Market by Component
9.5.5.3.2 Rest of South and Central America Wide Area RFID Systems Market by End-use 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. WIDE AREA RFID SYSTEMS MARKET, KEY COMPANY PROFILES
11.1. BARCODING, 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. IMPINJ, INC.
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. GUARD RFID SOLUTIONS, 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. BALLUFF GMBH
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. PERVASID
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. SKYRFID INC
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. OMNITEC GROUP
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. IDESCO OY
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. BALOGH GROUP
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. GAO RFID, 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. Barcoding, Inc.
2. Impinj, Inc.
3. Guard RFID Solutions, Inc.
4. Balluff GmbH
5. PervasID
6. SkyRFID Inc
7. Omnitec Group
8. Idesco Oy
9. Balogh Group
10. GAO RFID, 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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