Vision Processing Unit Market
Vision Processing Unit - Global Market Outlook (2018-2027)
According to Stratistics MRC, the Global Vision Processing Unit Market is accounted for $1.08 billion in 2018 and is expected to reach $5.51 billion by 2027 growing at a CAGR of 19.8% during the forecast period. Increasing adoption of premium smartphones, growing demand for laptop vision applications and machine learning technologies are some of the factors fuelling market growth. However, technological challenges in chip development and manufacturing are one of the restraining factors for the market.
A VPU is a developing class of microprocessors that are intended to accelerate and upgrade machine vision tasks with a dedicated neural compute engine to accelerate profound neural system inferencing at the network edge. The processors can be remaining alone dedicated chips, system on chips (SoCs), or intellectual property (IP) blocks, which are reusable units of logic, cell, or integrated circuit (IC).
Based on End User, security and surveillance segment is likely to have a huge demand due to the rising security concerns worldwide and developing utilization of advanced high-power processors for continuous observing the growth of the segment. By Geography, North America is going to have a lucrative growth during the forecast period due to the rising awareness of advanced technologies in the advanced economies including the developing countries such as the US.
Some of the key players profiled in the Vision Processing Unit market include Ÿnsect, Protix, Protifarm, Jimini’s, Innovafeed, Imago Insect Products GmbH, Hexafly, Enviroflight Llc, Entomo Farms, Chapul Cricket Protein, Aspire Food Group, and Agriprotein Holdings Ltd.
Fabrication Process Covered:
• =16 NM Node
• >16–28 NM Node
Applications Covered:
• Surveillance Cameras
• Domestic & Commercial Robots
• Automobiles
• Smartphones
• Medical Devices
• Advanced Driver-Assistance Systems (ADAS)
• Augmented reality (AR) / Virtual reality (VR) Products
• Autonomous Vehicles
• Digital Cameras
• Drones
• Wearable Devices
End Users Covered:
• Industrial
• Healthcare
• Security and Surveillance
• Automotive
• Consumer Electronics
• Aerospace and Defense
• Other End Users
Regions Covered:
• North America
o US
o Canada
o Mexico
• Europe
o Germany
o UK
o Italy
o France
o Spain
o Rest of Europe
• Asia Pacific
o Japan
o China
o India
o Australia
o New Zealand
o South Korea
o Rest of Asia Pacific
• South America
o Argentina
o Brazil
o Chile
o Rest of South America
• Middle East & Africa
o Saudi Arabia
o UAE
o Qatar
o South Africa
o Rest of Middle East & Africa
What our report offers:
- Market share assessments for the regional and country level segments
- Strategic recommendations for the new entrants
- Covers Market data for the years 2017, 2018, 2019, 2023 and 2027
- Market Trends (Drivers, Constraints, Opportunities, Threats, Challenges, Investment Opportunities, and recommendations)
- Strategic analysis: Drivers and Constraints, Product/Technology Analysis, Porter’s five forces analysis, SWOT analysis etc.
- Strategic recommendations in key business segments based on the market estimations
- Competitive landscaping mapping the key common trends
- Company profiling with detailed strategies, financials, and recent developments
- Supply chain trends mapping the latest technological advancements
Free Customization Offerings:
All the customers of this report will be entitled to receive one of the following free customization options:
• Company Profiling
o Comprehensive profiling of additional market players (up to 3)
o SWOT Analysis of key players (up to 3)
• Regional Segmentation
o Market estimations, Forecasts and CAGR of any prominent country as per the clients interest (Note: Depends of feasibility check)
• Competitive Benchmarking
o Benchmarking of key players based on product portfolio, geographical presence, and strategic alliances
Table of Contents
1 Executive Summary
2 Preface
2.1 Abstract
2.2 Stake Holders
2.3 Research Scope
2.4 Research Methodology
2.4.1 Data Mining
2.4.2 Data Analysis
2.4.3 Data Validation
2.4.4 Research Approach
2.5 Research Sources
2.5.1 Primary Research Sources
2.5.2 Secondary Research Sources
2.5.3 Assumptions
3 Market Trend Analysis
3.1 Introduction
3.2 Drivers
3.3 Restraints
3.4 Opportunities
3.5 Threats
3.6 Application Analysis
3.7 End User Analysis
3.8 Emerging Markets
3.9 Futuristic Market Scenario
4 Porters Five Force Analysis
4.1 Bargaining power of suppliers
4.2 Bargaining power of buyers
4.3 Threat of substitutes
4.4 Threat of new entrants
4.5 Competitive rivalry
5 Global Vision Processing Unit Market, By Fabrication Process
5.1 Introduction
5.2 =16 NM Node
5.3 >16–28 NM Node
6 Global Vision Processing Unit Market, By Application
6.1 Introduction
6.2 Surveillance Cameras
6.3 Domestic & Commercial Robots
6.4 Automobiles
6.5 Smartphones
6.6 Medical Devices
6.7 Advanced Driver-Assistance Systems (ADAS)
6.8 Augmented reality (AR) / Virtual reality (VR) Products
6.9 Autonomous Vehicles
6.10 Digital Cameras
6.11 Drones
6.12 Wearable Devices
7 Global Vision Processing Unit Market, By End User
7.1 Introduction
7.2 Industrial
7.3 Healthcare
7.4 Security and Surveillance
7.5 Automotive
7.6 Consumer Electronics
7.7 Aerospace and Defense
7.8 Other End Users
8 Global Vision Processing Unit Market, By Geography
8.1 Introduction
8.2 North America
8.2.1 US
8.2.2 Canada
8.2.3 Mexico
8.3 Europe
8.3.1 Germany
8.3.2 UK
8.3.3 Italy
8.3.4 France
8.3.5 Spain
8.3.6 Rest of Europe
8.4 Asia Pacific
8.4.1 Japan
8.4.2 China
8.4.3 India
8.4.4 Australia
8.4.5 New Zealand
8.4.6 South Korea
8.4.7 Rest of Asia Pacific
8.5 South America
8.5.1 Argentina
8.5.2 Brazil
8.5.3 Chile
8.5.4 Rest of South America
8.6 Middle East & Africa
8.6.1 Saudi Arabia
8.6.2 UAE
8.6.3 Qatar
8.6.4 South Africa
8.6.5 Rest of Middle East & Africa
9 Key Developments
9.1 Agreements, Partnerships, Collaborations and Joint Ventures
9.2 Acquisitions & Mergers
9.3 New Product Launch
9.4 Expansions
9.5 Other Key Strategies
10 Company Profiling
10.1 Texas Instruments
10.2 Movidius
10.3 Hisilicon Technologies (Huawei)
10.4 Ceva
10.5 Cadence
10.6 Lattice Semiconductor
10.7 NXP Semiconductor
10.8 Synopsys
10.9 Verisilicon
10.10 Videantis
10.11 Samsung
10.12 Neurala
10.13 Mediatek
10.14 Inuitive
10.15 Google
List of Tables
1 Global Vision Processing Unit Market Outlook, By Region (2017-2027) (US $MN)
2 Global Vision Processing Unit Market Outlook, By Fabrication Process (2017-2027) (US $MN)
3 Global Vision Processing Unit Market Outlook, By =16 NM Node (2017-2027) (US $MN)
4 Global Vision Processing Unit Market Outlook, By >16–28 NM Node (2017-2027) (US $MN)
5 Global Vision Processing Unit Market Outlook, By Application (2017-2027) (US $MN)
6 Global Vision Processing Unit Market Outlook, By Surveillance Cameras (2017-2027) (US $MN)
7 Global Vision Processing Unit Market Outlook, By Domestic & Commercial Robots (2017-2027) (US $MN)
8 Global Vision Processing Unit Market Outlook, By Automobiles (2017-2027) (US $MN)
9 Global Vision Processing Unit Market Outlook, By Smartphones (2017-2027) (US $MN)
10 Global Vision Processing Unit Market Outlook, By Medical Devices (2017-2027) (US $MN)
11 Global Vision Processing Unit Market Outlook, By Advanced Driver-Assistance Systems (ADAS) (2017-2027) (US $MN)
12 Global Vision Processing Unit Market Outlook, By Augmented reality (AR) / Virtual reality (VR) Products (2017-2027) (US $MN)
13 Global Vision Processing Unit Market Outlook, By Autonomous Vehicles (2017-2027) (US $MN)
14 Global Vision Processing Unit Market Outlook, By Digital Cameras (2017-2027) (US $MN)
15 Global Vision Processing Unit Market Outlook, By Drones (2017-2027) (US $MN)
16 Global Vision Processing Unit Market Outlook, By Wearable Devices (2017-2027) (US $MN)
17 Global Vision Processing Unit Market Outlook, By End User (2017-2027) (US $MN)
18 Global Vision Processing Unit Market Outlook, By Industrial (2017-2027) (US $MN)
19 Global Vision Processing Unit Market Outlook, By Healthcare (2017-2027) (US $MN)
20 Global Vision Processing Unit Market Outlook, By Security and Surveillance (2017-2027) (US $MN)
21 Global Vision Processing Unit Market Outlook, By Automotive (2017-2027) (US $MN)
22 Global Vision Processing Unit Market Outlook, By Consumer Electronics (2017-2027) (US $MN)
23 Global Vision Processing Unit Market Outlook, By Aerospace and Defense (2017-2027) (US $MN)
24 Global Vision Processing Unit Market Outlook, By Other End Users (2017-2027) (US $MN)
25 North America Vision Processing Unit Market Outlook, By Country (2017-2027) (US $MN)
26 North America Vision Processing Unit Market Outlook, By Fabrication Process (2017-2027) (US $MN)
27 North America Vision Processing Unit Market Outlook, By =16 NM Node (2017-2027) (US $MN)
28 North America Vision Processing Unit Market Outlook, By >16–28 NM Node (2017-2027) (US $MN)
29 North America Vision Processing Unit Market Outlook, By Application (2017-2027) (US $MN)
30 North America Vision Processing Unit Market Outlook, By Surveillance Cameras (2017-2027) (US $MN)
31 North America Vision Processing Unit Market Outlook, By Domestic & Commercial Robots (2017-2027) (US $MN)
32 North America Vision Processing Unit Market Outlook, By Automobiles (2017-2027) (US $MN)
33 North America Vision Processing Unit Market Outlook, By Smartphones (2017-2027) (US $MN)
34 North America Vision Processing Unit Market Outlook, By Medical Devices (2017-2027) (US $MN)
35 North America Vision Processing Unit Market Outlook, By Advanced Driver-Assistance Systems (ADAS) (2017-2027) (US $MN)
36 North America Vision Processing Unit Market Outlook, By Augmented reality (AR) / Virtual reality (VR) Products (2017-2027) (US $MN)
37 North America Vision Processing Unit Market Outlook, By Autonomous Vehicles (2017-2027) (US $MN)
38 North America Vision Processing Unit Market Outlook, By Digital Cameras (2017-2027) (US $MN)
39 North America Vision Processing Unit Market Outlook, By Drones (2017-2027) (US $MN)
40 North America Vision Processing Unit Market Outlook, By Wearable Devices (2017-2027) (US $MN)
41 North America Vision Processing Unit Market Outlook, By End User (2017-2027) (US $MN)
42 North America Vision Processing Unit Market Outlook, By Industrial (2017-2027) (US $MN)
43 North America Vision Processing Unit Market Outlook, By Healthcare (2017-2027) (US $MN)
44 North America Vision Processing Unit Market Outlook, By Security and Surveillance (2017-2027) (US $MN)
45 North America Vision Processing Unit Market Outlook, By Automotive (2017-2027) (US $MN)
46 North America Vision Processing Unit Market Outlook, By Consumer Electronics (2017-2027) (US $MN)
47 North America Vision Processing Unit Market Outlook, By Aerospace and Defense (2017-2027) (US $MN)
48 North America Vision Processing Unit Market Outlook, By Other End Users (2017-2027) (US $MN)
49 Europe Vision Processing Unit Market Outlook, By Country (2017-2027) (US $MN)
50 Europe Vision Processing Unit Market Outlook, By Fabrication Process (2017-2027) (US $MN)
51 Europe Vision Processing Unit Market Outlook, By =16 NM Node (2017-2027) (US $MN)
52 Europe Vision Processing Unit Market Outlook, By >16–28 NM Node (2017-2027) (US $MN)
53 Europe Vision Processing Unit Market Outlook, By Application (2017-2027) (US $MN)
54 Europe Vision Processing Unit Market Outlook, By Surveillance Cameras (2017-2027) (US $MN)
55 Europe Vision Processing Unit Market Outlook, By Domestic & Commercial Robots (2017-2027) (US $MN)
56 Europe Vision Processing Unit Market Outlook, By Automobiles (2017-2027) (US $MN)
57 Europe Vision Processing Unit Market Outlook, By Smartphones (2017-2027) (US $MN)
58 Europe Vision Processing Unit Market Outlook, By Medical Devices (2017-2027) (US $MN)
59 Europe Vision Processing Unit Market Outlook, By Advanced Driver-Assistance Systems (ADAS) (2017-2027) (US $MN)
60 Europe Vision Processing Unit Market Outlook, By Augmented reality (AR) / Virtual reality (VR) Products (2017-2027) (US $MN)
61 Europe Vision Processing Unit Market Outlook, By Autonomous Vehicles (2017-2027) (US $MN)
62 Europe Vision Processing Unit Market Outlook, By Digital Cameras (2017-2027) (US $MN)
63 Europe Vision Processing Unit Market Outlook, By Drones (2017-2027) (US $MN)
64 Europe Vision Processing Unit Market Outlook, By Wearable Devices (2017-2027) (US $MN)
65 Europe Vision Processing Unit Market Outlook, By End User (2017-2027) (US $MN)
66 Europe Vision Processing Unit Market Outlook, By Industrial (2017-2027) (US $MN)
67 Europe Vision Processing Unit Market Outlook, By Healthcare (2017-2027) (US $MN)
68 Europe Vision Processing Unit Market Outlook, By Security and Surveillance (2017-2027) (US $MN)
69 Europe Vision Processing Unit Market Outlook, By Automotive (2017-2027) (US $MN)
70 Europe Vision Processing Unit Market Outlook, By Consumer Electronics (2017-2027) (US $MN)
71 Europe Vision Processing Unit Market Outlook, By Aerospace and Defense (2017-2027) (US $MN)
72 Europe Vision Processing Unit Market Outlook, By Other End Users (2017-2027) (US $MN)
73 Asia Pacific Vision Processing Unit Market Outlook, By Country (2017-2027) (US $MN)
74 Asia Pacific Vision Processing Unit Market Outlook, By Fabrication Process (2017-2027) (US $MN)
75 Asia Pacific Vision Processing Unit Market Outlook, By =16 NM Node (2017-2027) (US $MN)
76 Asia Pacific Vision Processing Unit Market Outlook, By >16–28 NM Node (2017-2027) (US $MN)
77 Asia Pacific Vision Processing Unit Market Outlook, By Application (2017-2027) (US $MN)
78 Asia Pacific Vision Processing Unit Market Outlook, By Surveillance Cameras (2017-2027) (US $MN)
79 Asia Pacific Vision Processing Unit Market Outlook, By Domestic & Commercial Robots (2017-2027) (US $MN)
80 Asia Pacific Vision Processing Unit Market Outlook, By Automobiles (2017-2027) (US $MN)
81 Asia Pacific Vision Processing Unit Market Outlook, By Smartphones (2017-2027) (US $MN)
82 Asia Pacific Vision Processing Unit Market Outlook, By Medical Devices (2017-2027) (US $MN)
83 Asia Pacific Vision Processing Unit Market Outlook, By Advanced Driver-Assistance Systems (ADAS) (2017-2027) (US $MN)
84 Asia Pacific Vision Processing Unit Market Outlook, By Augmented reality (AR) / Virtual reality (VR) Products (2017-2027) (US $MN)
85 Asia Pacific Vision Processing Unit Market Outlook, By Autonomous Vehicles (2017-2027) (US $MN)
86 Asia Pacific Vision Processing Unit Market Outlook, By Digital Cameras (2017-2027) (US $MN)
87 Asia Pacific Vision Processing Unit Market Outlook, By Drones (2017-2027) (US $MN)
88 Asia Pacific Vision Processing Unit Market Outlook, By Wearable Devices (2017-2027) (US $MN)
89 Asia Pacific Vision Processing Unit Market Outlook, By End User (2017-2027) (US $MN)
90 Asia Pacific Vision Processing Unit Market Outlook, By Industrial (2017-2027) (US $MN)
91 Asia Pacific Vision Processing Unit Market Outlook, By Healthcare (2017-2027) (US $MN)
92 Asia Pacific Vision Processing Unit Market Outlook, By Security and Surveillance (2017-2027) (US $MN)
93 Asia Pacific Vision Processing Unit Market Outlook, By Automotive (2017-2027) (US $MN)
94 Asia Pacific Vision Processing Unit Market Outlook, By Consumer Electronics (2017-2027) (US $MN)
95 Asia Pacific Vision Processing Unit Market Outlook, By Aerospace and Defense (2017-2027) (US $MN)
96 Asia Pacific Vision Processing Unit Market Outlook, By Other End Users (2017-2027) (US $MN)
97 South America Vision Processing Unit Market Outlook, By Country (2017-2027) (US $MN)
98 South America Vision Processing Unit Market Outlook, By Fabrication Process (2017-2027) (US $MN)
99 South America Vision Processing Unit Market Outlook, By =16 NM Node (2017-2027) (US $MN)
100 South America Vision Processing Unit Market Outlook, By >16–28 NM Node (2017-2027) (US $MN)
101 South America Vision Processing Unit Market Outlook, By Application (2017-2027) (US $MN)
102 South America Vision Processing Unit Market Outlook, By Surveillance Cameras (2017-2027) (US $MN)
103 South America Vision Processing Unit Market Outlook, By Domestic & Commercial Robots (2017-2027) (US $MN)
104 South America Vision Processing Unit Market Outlook, By Automobiles (2017-2027) (US $MN)
105 South America Vision Processing Unit Market Outlook, By Smartphones (2017-2027) (US $MN)
106 South America Vision Processing Unit Market Outlook, By Medical Devices (2017-2027) (US $MN)
107 South America Vision Processing Unit Market Outlook, By Advanced Driver-Assistance Systems (ADAS) (2017-2027) (US $MN)
108 South America Vision Processing Unit Market Outlook, By Augmented reality (AR) / Virtual reality (VR) Products (2017-2027) (US $MN)
109 South America Vision Processing Unit Market Outlook, By Autonomous Vehicles (2017-2027) (US $MN)
110 South America Vision Processing Unit Market Outlook, By Digital Cameras (2017-2027) (US $MN)
111 South America Vision Processing Unit Market Outlook, By Drones (2017-2027) (US $MN)
112 South America Vision Processing Unit Market Outlook, By Wearable Devices (2017-2027) (US $MN)
113 South America Vision Processing Unit Market Outlook, By End User (2017-2027) (US $MN)
114 South America Vision Processing Unit Market Outlook, By Industrial (2017-2027) (US $MN)
115 South America Vision Processing Unit Market Outlook, By Healthcare (2017-2027) (US $MN)
116 South America Vision Processing Unit Market Outlook, By Security and Surveillance (2017-2027) (US $MN)
117 South America Vision Processing Unit Market Outlook, By Automotive (2017-2027) (US $MN)
118 South America Vision Processing Unit Market Outlook, By Consumer Electronics (2017-2027) (US $MN)
119 South America Vision Processing Unit Market Outlook, By Aerospace and Defense (2017-2027) (US $MN)
120 South America Vision Processing Unit Market Outlook, By Other End Users (2017-2027) (US $MN)
121 Middle East & Africa Vision Processing Unit Market Outlook, By Country (2017-2027) (US $MN)
122 Middle East & Africa Vision Processing Unit Market Outlook, By Fabrication Process (2017-2027) (US $MN)
123 Middle East & Africa Vision Processing Unit Market Outlook, By =16 NM Node (2017-2027) (US $MN)
124 Middle East & Africa Vision Processing Unit Market Outlook, By >16–28 NM Node (2017-2027) (US $MN)
125 Middle East & Africa Vision Processing Unit Market Outlook, By Application (2017-2027) (US $MN)
126 Middle East & Africa Vision Processing Unit Market Outlook, By Surveillance Cameras (2017-2027) (US $MN)
127 Middle East & Africa Vision Processing Unit Market Outlook, By Domestic & Commercial Robots (2017-2027) (US $MN)
128 Middle East & Africa Vision Processing Unit Market Outlook, By Automobiles (2017-2027) (US $MN)
129 Middle East & Africa Vision Processing Unit Market Outlook, By Smartphones (2017-2027) (US $MN)
130 Middle East & Africa Vision Processing Unit Market Outlook, By Medical Devices (2017-2027) (US $MN)
131 Middle East & Africa Vision Processing Unit Market Outlook, By Advanced Driver-Assistance Systems (ADAS) (2017-2027) (US $MN)
132 Middle East & Africa Vision Processing Unit Market Outlook, By Augmented reality (AR) / Virtual reality (VR) Products (2017-2027) (US $MN)
133 Middle East & Africa Vision Processing Unit Market Outlook, By Autonomous Vehicles (2017-2027) (US $MN)
134 Middle East & Africa Vision Processing Unit Market Outlook, By Digital Cameras (2017-2027) (US $MN)
135 Middle East & Africa Vision Processing Unit Market Outlook, By Drones (2017-2027) (US $MN)
136 Middle East & Africa Vision Processing Unit Market Outlook, By Wearable Devices (2017-2027) (US $MN)
137 Middle East & Africa Vision Processing Unit Market Outlook, By End User (2017-2027) (US $MN)
138 Middle East & Africa Vision Processing Unit Market Outlook, By Industrial (2017-2027) (US $MN)
139 Middle East & Africa Vision Processing Unit Market Outlook, By Healthcare (2017-2027) (US $MN)
140 Middle East & Africa Vision Processing Unit Market Outlook, By Security and Surveillance (2017-2027) (US $MN)
141 Middle East & Africa Vision Processing Unit Market Outlook, By Automotive (2017-2027) (US $MN)
142 Middle East & Africa Vision Processing Unit Market Outlook, By Consumer Electronics (2017-2027) (US $MN)
143 Middle East & Africa Vision Processing Unit Market Outlook, By Aerospace and Defense (2017-2027) (US $MN)
144 Middle East & Africa Vision Processing Unit Market Outlook, By Other End Users (2017-2027) (US $MN)
List of Figures
RESEARCH METHODOLOGY
We at ‘Stratistics’ opt for an extensive research approach which involves data mining, data validation, and data analysis. The various research sources include in-house repository, secondary research, competitor’s sources, social media research, client internal data, and primary research.
Our team of analysts prefers the most reliable and authenticated data sources in order to perform the comprehensive literature search. With access to most of the authenticated data bases our team highly considers the best mix of information through various sources to obtain extensive and accurate analysis.
Each report takes an average time of a month and a team of 4 industry analysts. The time may vary depending on the scope and data availability of the desired market report. The various parameters used in the market assessment are standardized in order to enhance the data accuracy.
Data Mining
The data is collected from several authenticated, reliable, paid and unpaid sources and is filtered depending on the scope & objective of the research. Our reports repository acts as an added advantage in this procedure. Data gathering from the raw material suppliers, distributors and the manufacturers is performed on a regular basis, this helps in the comprehensive understanding of the products value chain. Apart from the above mentioned sources the data is also collected from the industry consultants to ensure the objective of the study is in the right direction.
Market trends such as technological advancements, regulatory affairs, market dynamics (Drivers, Restraints, Opportunities and Challenges) are obtained from scientific journals, market related national & international associations and organizations.
Data Analysis
From the data that is collected depending on the scope & objective of the research the data is subjected for the analysis. The critical steps that we follow for the data analysis include:
- Product Lifecycle Analysis
- Competitor analysis
- Risk analysis
- Porters Analysis
- PESTEL Analysis
- SWOT Analysis
The data engineering is performed by the core industry experts considering both the Marketing Mix Modeling and the Demand Forecasting. The marketing mix modeling makes use of multiple-regression techniques to predict the optimal mix of marketing variables. Regression factor is based on a number of variables and how they relate to an outcome such as sales or profits.
Data Validation
The data validation is performed by the exhaustive primary research from the expert interviews. This includes telephonic interviews, focus groups, face to face interviews, and questionnaires to validate our research from all aspects. The industry experts we approach come from the leading firms, involved in the supply chain ranging from the suppliers, distributors to the manufacturers and consumers so as to ensure an unbiased analysis.
We are in touch with more than 15,000 industry experts with the right mix of consultants, CEO's, presidents, vice presidents, managers, experts from both supply side and demand side, executives and so on.
The data validation involves the primary research from the industry experts belonging to:
- Leading Companies
- Suppliers & Distributors
- Manufacturers
- Consumers
- Industry/Strategic Consultants
Apart from the data validation the primary research also helps in performing the fill gap research, i.e. providing solutions for the unmet needs of the research which helps in enhancing the reports quality.
For more details about research methodology, kindly write to us at info@strategymrc.com
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