The Automatic Data Capture France Market accounted for US$ 576.6 Mn in 2016 and is expected to grow at a CAGR of 5.82% over the forecast period 2017–2025, to account for US$ 961.1 Mn in 2025.
Automation is at its peak in France, as various industries in the countries are investing substantially into varied automation technologies in order to attain process optimization.
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The Automatic Data Capture market is segmented on the basis of technology, component and end-user; analyzed across France region. Besides this, Global ADC market is also broken down into five major countries namely- US, China, Germany, UK and South Korea. France Automatic Data Capture market by component is broadly segmented into three types- hardware, software and services. Hardware includes different scanners, readers, printers and other accessories used for the technology, software includes the software that runs on it and associated software development costs; whereas service includes the training, operation and other technological service provided after product sale.
The report also covers the major seven end-user including retail, transportation and logistics, education & IT, automotive, healthcare, food and beverage, and others. The study provides other market insights and analysis of the France automatic data capture market in terms of competitive landscape, supply chain, highlighting the market technological trends, adoption rate, industry dynamics, and competitive analysis of major players in the industry.
The report aims to provide an overview of France ADC market with detailed market segmentation. Also, it analyzes the current France ADC market scenario and forecasts the market till 2025. The report covers market dynamics effecting the market during the forecast period. Furthermore, the report analyzes the competitive scenario, and opportunities in the markets with respect to all France market. The report also includes the detailed company profiles of the key players in the market along with their market strategies. The report also provide ecosystem analysis along with the SWOT analysis for all company profiled in the report.
France is anticipated to be most promising landscapes for automated data capturing market owing to its ability to cope up with the dramatic technological & industrial transformation and, robust IT infrastructure to support the integration of the technology. Some of the chief players operating in the France ADC market includes Bluebird, Inc., CIPHERLAB Co., Ltd., Denso Wave Inc., Eutronix S.A., Ingram Micro Inc. (HNA Group), SATO Holdings Corporation, ScanSource, Inc., SICK AG, TSC Auto ID Technology Co., Ltd., Zebra Technologies Corporation, Cognex Corporation, Datalogic S.p.A, Toshiba International Corporation, Honeywell International Inc. and Microscan Systems, Inc. (Omron Corporation) among others.
Report Coverage
Revenue forecast, Company Analysis, Industry landscape, Growth factors, and Trends
Segment Covered
Technology , and Components ; End-users
Regional Scope
North America, Europe, Asia Pacific, Middle East & Africa, South & Central America
Country Scope
US, UK, Canada, Germany, France, Italy, Australia, Russia, China, Japan, South Korea, Saudi Arabia, Brazil, Argentina
Table of Contents
Table of Contents 2
1.1 List of Tables 10
1.2 List of Figures 11
2 Introduction 13
2.1 Scope of the Study 13
2.2 The Insight Partners Research Report Guidance 13
3 Key Takeaways 15
4 Automatic Data Capture Market Landscape 17
4.1 Market Overview 17
4.2 Market Segmentation 18
4.2.1. France Automatic Data Capture Market – By Component 19
4.2.2. France Automatic Data Capture Market – By Technology 19
4.2.3. France Automatic Data Capture Market – By End-User 20
4.2.4. Automatic Data Capture Market – By Geography 20
4.3 Ecosystem Analysis 21
4.3.1. Original Equipment Manufacturers 21
4.3.2. Software Developers 21
4.3.3. System Integrators 21
4.3.4. Infrastructure Vendors (IVs) 22
4.3.5. Distributors 22
5 France Automatic Data Capture Market – Key Industry Dynamics 23
5.1 Key Market Drivers 23
5.1.1. Need for a cost effective and error-free solution for data entry purposes 23
5.1.2. Booming e-commerce industry in Europe 23
5.1.3. Increasing usage of RFID tools in the healthcare sector 24
5.2 Key Market Restraints 26
5.2.1. Complications pertaining to the end-user requirements and fluctuations in the software pricing 26
5.2.2. Performance concerns of software on account of third party outsourcing 26
5.3 Key Market Opportunities 27
5.3.1. Introduction of IoT and Industry 4.0 27
5.4 Future Trends 28
5.4.1. Convergence of wearable devices with Artificial Intelligence 28
5.4.2. Increased Pharmaceutical Regulations 28
5.5 Impact Analysis of Drivers and Restraints 29
6 Automatic Data Capture Market – France 30
6.1 Market Overview 30
6.2 France ADC Market Forecast and Analysis 30
7 France Automatic Data Capture Market Analysis – By Component 32
7.1 Overview 32
7.2 Hardware 34
7.2.1. Overview 34
7.2.2. France Hardware Solution Market Revenue and Forecasts to 2025 (US$ Mn) 34
7.3 Software 36
7.3.1. Overview 36
7.3.2. France Software Solution Market Revenue and Forecasts to 2025 (US$ Mn) 36
7.4 Services 38
7.4.1. Overview 38
7.4.2. France Services Market Revenue and Forecasts to 2025 (US$ Mn and '000 Units) 38
8 France Automatic Data Capture Market Analysis – By Technology 39
8.1 Overview 39
8.2 Optical Character Recognition (OCR) Market 41
8.2.1. Overview 41
8.2.2. France Optical Character Recognition Market Revenue and Forecasts to 2025 (US$ Mn and '000 Units) 42
8.3 Optical Marks Recognition (OMR) & Document Layer Recognition (DLR) 45
8.3.1. Overview 45
8.3.2. France Optical Mark Recognition (OMR) and Document Layer Recognition (DLR) Market Revenue and Forecasts to 2025 (US$ Mn and '000 Units) 45
8.4 Bar Codes Recognition (BCR) 48
8.4.1. Overview 48
8.4.2. France Bar Codes Recognition Market Revenue and Forecasts to 2025 (US$ Mn and '000) 48
8.5 RFID 52
8.5.1. Overview 52
8.5.2. France RFID Market Revenue and Forecasts to 2025 (US$ Mn and '000 Units) 52
9 France Automatic Data Capture Market Analysis –By End-user 55
9.1 Overview 55
9.2 Retail 57
9.2.1. Overview 57
9.2.2. France Retail Market Revenue and Forecasts to 2025 (US$ Mn) 57
9.3 Transportation and Logistics 59
9.3.1. Overview 59
9.3.2. France Transportation and Logistics Market Revenue and Forecasts to 2025 (US$ Mn) 59
9.4 Education & IT 61
9.4.1. Overview 61
9.4.2. France Education & IT Market Revenue and Forecasts to 2025 (US$ Mn) 61
9.5 Automotive 63
9.5.1. Overview 63
9.5.2. France Automotive Market Revenue and Forecasts to 2025 (US$ Mn) 63
9.6 Healthcare 65
9.6.1. Overview 65
9.6.2. France Healthcare Market Revenue and Forecasts to 2025 (US$ Mn) 65
9.7 Food & Beverage 67
9.7.1. Overview 67
9.7.2. France Food & Beverage Market Revenue and Forecasts to 2025 (US$ Mn) 67
9.8 Others (Manufacturing, Utility, Security & Access, Aerospace & Defense) 69
9.8.1. Overview 69
9.8.2. France Others Market Revenue and Forecasts to 2025 (US$ Mn) 69
10 Global Automatic Data Capture Market –Revenue and Forecasts to 2025 - Country 71
10.1 US Market 71
10.1.1. Overview 71
10.1.2. US Market Revenue and Forecasts to 2025 (US$ Mn) 71
10.2 Germany 72
10.2.1. Overview 72
10.2.2. Germany Market Revenue and Forecasts to 2025 (US$ Mn) 72
10.3 UK 73
10.3.1. Overview 73
10.3.2. UK Market Revenue and Forecasts to 2025 (US$ Mn) 73
10.4 China 75
10.4.1. Overview 75
10.4.2. China Market Revenue and Forecasts to 2025 (US$ Mn) 75
10.5 South Korea 76
10.5.1. Overview 76
10.5.2. South Korea Market Revenue and Forecasts to 2025 (US$ Mn) 76
11 Competitive Landscape 77
11.1 Competitive Product Mapping 77
11.2 Market Positioning –Top 5 Players Ranking 78
11.3 List of RFID Players 81
12 Automatic Data Capture (ADC) Market – Global Market Analysis 82
12.1 Global Automatic Data Capture Market Overview 82
12.2 Global Automatic Data Capture Market Forecast and Analysis 83
13 Automatic Data Capture Market – Key Company Profiles 84
13.1 Bluebird, Inc. 84
13.1.1. Key Facts 84
13.1.2. Business Description 84
13.1.3. Financial Overview 85
13.1.4. SWOT Analysis 85
13.1.5. Key Developments 87
13.2 CIPHERLAB Co., Ltd. 88
13.2.1 Key Facts 88
13.2.2 Business Description 88
13.2.3 Financial Overview 89
13.2.4 SWOT Analysis 89
13.2.5 Key Developments 91
13.3 Denso Wave Inc. 93
13.3.1 Key Facts 93
13.3.2 Business Description 93
13.3.3 Financial Overview 94
13.3.4 SWOT Analysis 94
13.3.5 Key Developments 96
13.4 Eutronix S.A. 97
13.4.1 Key Facts 97
13.4.2 Business Description 97
13.4.3 Financial Overview 97
13.4.4 SWOT Analysis 98
13.4.5 Key Developments 99
13.5 Ingram Micro Inc.(HNA Group) 100
13.5.1 Key Facts 100
13.5.2 Business Description 100
13.5.3 Financial Overview 101
13.5.4 SWOT Analysis 101
13.5.5 Key Developments 103
13.6 SATO Holdings Corporation 104
13.6.1 Key Facts 104
13.6.2 Business Description 104
13.6.3 Financial Overview 105
13.6.4 SWOT Analysis 105
13.6.5 Key Developments 107
13.7 ScanSource, Inc. 108
13.7.1 Key Facts 108
13.7.2 Business Description 108
13.7.3 Financial Overview 109
13.7.4 SWOT Analysis 109
13.7.5 Key Developments 111
13.8 SICK AG 112
13.8.1 Key Facts 112
13.8.2 Business Description 112
13.8.3 Financial Overview 113
13.8.4 SWOT Analysis 113
13.8.5 Key Developments 115
13.9 TSC Auto ID Technology Co., Ltd. 116
13.9.1 Key Facts 116
13.9.2 Business Description 116
13.9.3 Financial Overview 117
13.9.4 SWOT Analysis 117
13.9.5 Key Developments 119
13.10 Zebra Technologies Corporation 120
13.10.1 Key Facts 120
13.10.2 Business Description 120
13.10.3 Financial Overview 121
13.10.4 SWOT Analysis 121
13.10.5 Key Developments 123
13.11 Cognex Corporation 125
13.11.1 Key Facts 125
13.11.2 Business Description 125
13.11.3 Financial Overview 126
13.11.4 SWOT Analysis 127
13.11.5 Key Developments 129
13.12 Datalogic S.p.A 131
13.12.1 Key Facts 131
13.12.2 Business Description 131
13.12.3 Financial Overview 132
13.12.4 SWOT Analysis 133
13.12.5 Key Developments 135
13.13 Toshiba International Corporation 136
13.13.1 Key Facts 136
13.13.2 Business Description 136
13.13.3 Financial Overview 138
13.13.4 SWOT Analysis 138
13.13.5 Key Developments 140
13.14 Honeywell International Inc. 141
13.14.1 Key Facts 141
13.14.2 Business Description 141
13.14.3 Financial Overview 141
13.14.4 SWOT Analysis 143
13.14.5 Key Developments 145
13.15 Microscan Systems, Inc. (Omron Corporation) 146
13.15.1 Key Facts 146
13.15.2 Business Description 146
13.15.3 Financial Overview 147
13.15.4 SWOT Analysis 147
13.15.5 Key Developments 149
14 Automatic Data Capture Market – Additional Company Profiles 150
14.1 ABBYY 150
14.1.1 Key Facts 150
14.1.2 SWOT Analysis 150
14.1.3 Key Developments 152
14.2 Avery Dennison Corporation 153
14.2.1 Key Facts 153
14.2.2 SWOT Analysis 153
14.2.3 Key Developments 154
14.3 BlueStar, Inc. 155
14.3.1 Key Facts 155
14.3.2 SWOT Analysis 156
14.3.3 Key Developments 157
14.4 Casio Computer Co. Ltd. 158
14.4.1 Key Facts 158
14.4.2 SWOT Analysis 158
14.4.3 Key Developments 158
14.5 Eurotech S.p.A 160
14.5.1 Key Facts 160
14.5.2 SWOT Analysis 160
14.6 M3 Mobile 162
14.6.1 Key Facts 162
14.6.2 SWOT Analysis 162
14.7 MJM Data 163
14.7.1 Key Facts 163
14.7.2 SWOT Analysis 164
14.8 Mobiwire 165
14.8.1 Key Facts 165
14.8.2 SWOT Analysis 165
14.8.3 Key Developments 166
14.9 NCR Corporation 167
14.9.1 Key Facts 167
14.9.2 SWOT Analysis 167
14.9.3 Key Developments 168
14.10 Newland Payment Technology Co., Ltd. 169
14.10.1 Key Facts 169
14.10.2 SWOT Analysis 169
14.11 JiangSu SEUIC Technology Company Co., Ltd. 170
14.11.1 Key Facts 170
14.11.2 SWOT Analysis 170
14.12 Shandong New Beiyang Information Technology Co., Ltd. 171
14.12.1 Key Facts 171
14.12.2 SWOT Analysis 171
14.12.3 Key Developments 171
14.13 SOLVO Group 173
14.13.1 Key Facts 173
14.13.2 SWOT Analysis 173
14.13.3 Key Developments 174
14.14 The Flesh Company 175
14.14.1 Key Facts 175
14.14.2 SWOT Analysis 175
14.14.3 Key Developments 176
14.15 The Numina Group 177
14.15.1 Key Facts 177
14.15.2 SWOT Analysis 177
15 Appendix 178
15.1 About The Insight Partners 178
15.2 Glossary of Terms 179
15.3 Methodology 181
15.3.1 Coverage 181
15.3.2 Secondary Research 181
15.3.3 Primary Research 182
15.4 Contact Us 183
15.5 Disclaimer 184
1.1 List of Tables
Table 1: Market Revenue and Forecasts to 2025 (US$ Mn) 31
Table 2: France Optical Character Recognition Market Revenue and Forecasts to 2025 – By End-User (US$ Mn) 43
Table 3: France Optical Character Recognition Market Shipment and Forecasts to 2025 – By End-User ('000 Units) 44
Table 4: France Optical Mark Recognition (OMR) and Document Layer Recognition (DLR) Market Revenue and Forecasts to 2025 – By End-User (US$ Mn) 47
Table 5: France Optical Mark Recognition (OMR) and Document Layer Recognition (DLR) Market Shipment and Forecasts to 2025 – By End-User ('000 Units) 47
Table 6: France Bar Code Recognition Market Revenue and Forecasts to 2025 – By End-User (US$ Mn) 50
Table 7: France Bar Code Recognition Market Shipment and Forecasts to 2025 – By End-User ('000 Units) 50
Table 8: France RFID Market Revenue and Forecasts to 2025 – By End-User (US$ Mn) 54
Table 9: France RFID Market Shipment and Forecasts to 2025 – By End-User ('000 Units) 54
Table 10: List of Leading RFID Players 80
Table 11: Global ADC Market Revenue and Forecasts to 2025 (US$ Mn) 82
Table 12: Glossary of Terms, Automatic Data Capture Market 178
1.2 List of Figures
Figure 1: Automatic Data Capture Market Segmentation 18
Figure 2: Automatic Data Capture Market Segmentation 19
Figure 3: E-Commerce Market Revenue and Forecasts to 2025 (US$ Bn) 24
Figure 4: Automatic Data Capture Market Impact Analysis of Driver and Restraints 29
Figure 5: Market Revenue and Forecasts to 2025 (US$ Mn) 31
Figure 6: Global Automatic Data Capture Market Breakdown By Component, 2016 & 2025 (%) 32
Figure 7: France Hardware Solution Market Revenue and Forecasts to 2025 (US$ Mn) 35
Figure 8: France Software Solution Market Revenue and Forecasts to 2025 (US$ Mn) 37
Figure 9: France Services Market Revenue and Forecasts to 2025 (US$ Mn) 38
Figure 10: France Automatic Data Capture Market Revenue Breakdown By Technology, 2016 & 2025 (%) 39
Figure 11: France Automatic Data Capture Market Shipment Breakdown By Technology, 2016 & 2025 (%) 40
Figure 12: France Optical Character Recognition Market Revenue and Forecasts to 2025 (US$ Mn) 42
Figure 13: France Optical Character Recognition Market Shipment and Forecasts to 2025 ('000 Units) 43
Figure 14: France OMR & DLR Market Revenue and Forecasts to 2025 (US$ Mn) 46
Figure 15: France OMR & DLR Market Shipment and Forecasts to 2025 ('000 Units) 46
Figure 16: France Bar Codes Recognition Market Revenue and Forecasts to 2025 (US$ Mn) 49
Figure 17: France Bar Code Recognition Market Shipment and Forecasts to 2025 ('000 Units) 49
Figure 18: France RFID Market Revenue and Forecasts to 2025 (US$ Mn) 53
Figure 19: France RFID Market Shipment and Forecasts to 2025 ('000 Units) 53
Figure 20: France Automatic Data Capture Market Revenue Breakdown By End-user, 2016 & 2025 (%) 55
Figure 21: France Automatic Data Capture Market Shipment Breakdown By End-user, 2016 & 2025 (%) 56
Figure 22: France Retail Market Revenue and Forecasts to 2025 (US$ Mn) 58
Figure 23: France Transportation and Logistics Market Revenue and Forecasts to 2025 (US$ Mn) 60
Figure 24: France Education & IT Market Revenue and Forecasts to 2025 (US$ Mn) 62
Figure 25: France Automotive Market Revenue and Forecasts to 2025 (US$ Mn) 64
Figure 26: France Healthcare Market Revenue and Forecasts to 2025 (US$ Mn) 66
Figure 27: France Food & Beverage Market Revenue and Forecasts to 2025 (US$ Mn) 68
Figure 28 : France Other End-User Market Revenue and Forecasts to 2025 (US$ Mn) 70
Figure 29: US Market Revenue and Forecasts to 2025 (US$ Mn) 71
Figure 30: Germany Market Revenue and Forecasts to 2025 (US$ Mn) 72
Figure 31: UK Market Revenue and Forecasts to 2025 (US$ Mn) 73
Figure 32: China Market Revenue and Forecasts to 2025 (US$ Mn) 74
Figure 33: South Korea Market Revenue and Forecasts to 2025 (US$ Mn) 75
Figure 34: Terminal Vendors Ranking 77
Figure 35: Software Providers Ranking 77
Figure 36: System Integrators Ranking 77
Figure 37: Infrastructure Vendors (IVs) Ranking 77
Figure 38: Distributor Ranking 77
Figure 39: Global ADC Market Revenue and Forecasts to 2025 (US$ Mn) 81
Technology, Media and Telecommunications
The List of Companies
1. Bluebird, Inc.
2. CIPHERLAB Co., Ltd.
3. Denso Wave Inc.
4. Eutronix S.A.
5. Ingram Micro Inc.(HNA Group)
6. SATO Holdings Corporation
7. ScanSource, Inc.
8. SICK AG
9. TSC Auto ID Technology Co., Ltd.
10. Zebra Technologies Corporation
11. Cognex Corporation
12. Datalogic S.p.A
13. Toshiba International Corporation
14. Honeywell International Inc.
15. Microscan Systems, Inc. (Omron Corporation)
Additional Companies:
1. ABBYY
2. Avery Dennison Corporation
3. BlueStar, Inc.
4. Casio Computer Co. Ltd.
5. Eurotech S.p.A
6. M3 Mobile
7. MJM Data
8. Mobiwire
9. NCR Corporation
10. Newland Payment Technology Co., Ltd.
11. JiangSu SEUIC Technology Company Co., Ltd.
12. Shandong New Beiyang Information Technology Co., Ltd.
13. SOLVO Group
14. The Flesh Company
15. The Numina Group
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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