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Embedded Analytics Market by Component (Software and Services), Business Function (IT, Marketing and Sales, Finance, Production, and HR), Deployment Model (On-Premises and On-Demand), Organization Size, Industry, and Region - Global Forecast to 2022

Embedded Analytics Market by Component (Software and Services), Business Function (IT, Marketing and Sales, Finance, Production, and HR), Deployment Model (On-Premises and On-Demand), Organization Size, Industry, and Region - Global Forecast to 2022

The increasing adoption of self-service analytics is said to be driving the growth of the embedded analytics market
MarketsandMarkets estimates the global embedded analytics market to grow from USD 26.77 billion in 2017 to USD 51.78 billion by 2022, at a Compound Annual Growth Rate (CAGR) of 14.1%. The embedded analytics market is growing rapidly because of the transition from the traditional Business Intelligence (BI) techniques to advanced BI and analytics techniques, which can be managed and utilized from any place, at any time, and the massive surge in the self-service analytics trend across industries. Factors such as the lack of integration with legacy systems is expected to limit the market growth.

The IT business function is expected to have the largest market size in 2022
Organizations are evolving their Information Technology (IT) monitoring tools to gain more visibility into the new complexity. With the right solution, one can detect patterns early to predict issues before they arise. Embedded analytics allows big data from IT to be converted into relevant and actionable insights for a quick problem resolution, without having to export the data. It enables organizations to extract insights from key operational data types, such as log files, performance metrics, events, and trouble tickets, so that they can proactively avoid outages, achieve a faster mean time to repair, and realize cost savings through greater operational efficiency from any place, within the application. Therefore, the IT business function is estimated to have the largest market share in 2022.

Healthcare and life sciences industry is expected to have the highest growth rate during the forecast period
Embedded analytics solutions have been deployed across various industries, including Banking, Financial Services, and Insurance (BFSI); telecommunications and IT; retail and consumer goods; manufacturing; healthcare and life sciences; energy and utilities; transportation and logistics; media and entertainment; government and defense; and others (product development and legal). The healthcare and life sciences industry is expected to witness the highest CAGR during the forecast period because of the increasing need for managing the real-time data coming from various healthcare activities, such as patient’s sleep analysis and calories burnt, based on the physical activities conducted.

North America is expected to hold the largest market share
North America, followed by Europe, is expected to continue being the largest revenue-generating region for the embedded analytics vendors, for the next 5 years. This is mainly due to the presence of various developed economies, such as Canada and the US, and because of the high focus on innovations through R&D and technology across industries. Asia Pacific (APAC) is expected to be the highest growing region in the embedded analytics market because of the increasing adoption of Internet of Things (IoT) and smart technologies, and government initiatives, such as smart cities in the APAC countries, including China and India.

In-depth interviews were conducted with the Chief Executive Officers (CEOs), marketing directors, other innovation and technology directors, and executives from various key organizations operating in the embedded analytics marketplace.
By Company – Tier 1 – 22%, Tier 2 – 30%, and Tier 3 – 48%
By Designation – C-Level – 30%, Director Level – 45%, and Others – 25%
By Region – North America – 48%, Europe – 30%, and APAC – 22%

The embedded analytics ecosystem comprises the following major vendors:
1. Microsoft Corporation (US)
2. IBM (US)
3. SAP SE (Germany)
4. SAS Institute (US)
5. Oracle Corporation (US)
6. MicroStrategy Incorporated (US)
7. Tableau Software (US)
8. TIBCO Software (US)
9. Birst (US)
10. Logi Analytics (US)
11. QlikTech International (US)
12. Sisense (US)
13. Information Builders (US)
14. OpenText (Canada)
15. Yellowfin International (Australia)

Research Coverage
The embedded analytics market revenue is primarily classified into revenues from software and services. Software’s revenue is associated with stand-alone software offerings while services’ revenue is associated with managed services and professional services. The professional services comprise education and training, support and maintenance, and consulting services. The market is also segmented on the basis of business functions, organization sizes, deployment models, industry verticals, and regions.

Reasons to Buy the Report
• To get a comprehensive overview of the global embedded analytics market
• To gain a wide range information about the top players in this market sphere, their product portfolios, and the key strategies adopted by them
• To gain insights of the major countries/regions, in which the embedded analytics market is flourishing in various industries


  • INTRODUCTION
    • OBJECTIVES OF THE STUDY
    • MARKET DEFINITION
    • MARKET SCOPE
    • YEARS CONSIDERED FOR THE STUDY
    • CURRENCY
      • Table UNITED STATES DOLLAR EXCHANGE RATE, 2014-2016
    • STAKEHOLDERS
  • RESEARCH METHODOLOGY
    • RESEARCH DATA
      • SECONDARY DATA
      • PRIMARY DATA
    • MARKET SIZE ESTIMATION
    • MICROQUADRANT RESEARCH METHODOLOGY
      • Table EVALUATION CRITERIA
      • VENDOR INCLUSION CRITERIA
    • RESEARCH ASSUMPTIONS AND LIMITATIONS
      • EMBEDDED ANALYTICS MARKET: ASSUMPTIONS
      • LIMITATIONS
  • EXECUTIVE SUMMARY
  • PREMIUM INSIGHTS
    • ATTRACTIVE MARKET OPPORTUNITIES IN THE EMBEDDED ANALYTICS MARKET
    • EMBEDDED ANALYTICS MARKET: MARKET SHARE ACROSS VARIOUS REGIONS
    • EMBEDDED ANALYTICS MARKET: INDUSTRY AND REGIONS
    • LIFECYCLE ANALYSIS, BY REGION, 2017
  • MARKET OVERVIEW AND INDUSTRY TRENDS
    • MARKET OVERVIEW
      • INTRODUCTION
      • MARKET DYNAMICS
    • INDUSTRY TRENDS
      • INTRODUCTION
      • EMBEDDED ANALYTICS USE CASES
      • KEY BENEFITS OF EMBEDDED ANALYTICS
  • EMBEDDED ANALYTICS MARKET ANALYSIS, BY COMPONENT
    • INTRODUCTION
      • Table EMBEDDED ANALYTICS MARKET SIZE, BY COMPONENT, 2015-2022 (USD BILLION)
      • SOFTWARE
        • Table SOFTWARE: EMBEDDED ANALYTICS MARKET SIZE, BY REGION, 2015-2022 (USD MILLION)
      • SERVICES
        • Table SERVICES: EMBEDDED ANALYTICS MARKET SIZE, BY TYPE, 2015-2022 (USD BILLION)
        • Table SERVICES: EMBEDDED ANALYTICS MARKET SIZE, BY REGION, 2015-2022 (USD MILLION)
        • Table PROFESSIONAL SERVICES MARKET SIZE, BY TYPE, 2015-2022 (USD BILLION)
        • Table PROFESSIONAL SERVICES MARKET SIZE, BY REGION, 2015-2022 (USD MILLION)
        • Table CONSULTING SERVICES MARKET SIZE, BY REGION, 2015-2022 (USD MILLION)
        • Table SUPPORT AND MAINTENANCE SERVICES MARKET SIZE, BY REGION, 2015-2022 (USD MILLION)
        • Table EDUCATION AND TRAINING SERVICES MARKET SIZE, BY REGION, 2015-2022 (USD MILLION)
        • Table MANAGED SERVICES MARKET SIZE, BY REGION, 2015-2022 (USD MILLION)
  • EMBEDDED ANALYTICS MARKET ANALYSIS, BY BUSINESS FUNCTION
    • INTRODUCTION
      • Table EMBEDDED ANALYTICS MARKET SIZE, BY BUSINESS FUNCTION, 2015-2022 (USD BILLION)
    • INFORMATION TECHNOLOGY
      • Table INFORMATION TECHNOLOGY: EMBEDDED ANALYTICS MARKET SIZE, BY REGION, 2015-2022 (USD MILLION)
    • MARKETING AND SALES
      • Table MARKETING AND SALES: EMBEDDED ANALYTICS MARKET SIZE, BY REGION, 2015-2022 (USD MILLION)
    • FINANCE
      • Table FINANCE: EMBEDDED ANALYTICS MARKET SIZE, BY REGION, 2015-2022 (USD MILLION)
    • PRODUCTION
      • Table PRODUCTION: EMBEDDED ANALYTICS MARKET SIZE, BY REGION, 2015-2022 (USD MILLION)
    • HUMAN RESOURCES
      • Table HUMAN RESOURCES: EMBEDDED ANALYTICS MARKET SIZE, BY REGION, 2015-2022 (USD MILLION)
    • OTHERS
      • Table OTHERS: EMBEDDED ANALYTICS MARKET SIZE, BY REGION, 2015-2022 (USD MILLION)
  • EMBEDDED ANALYTICS MARKET ANALYSIS, BY DEPLOYMENT MODEL
    • INTRODUCTION
      • Table EMBEDDED ANALYTICS MARKET SIZE, BY DEPLOYMENT MODEL, 2015-2022 (USD BILLION)
    • ON-PREMISES
      • Table ON-PREMISES: EMBEDDED ANALYTICS MARKET SIZE, BY REGION, 2015-2022 (USD MILLION)
    • ON-DEMAND
      • Table ON-DEMAND: EMBEDDED ANALYTICS MARKET SIZE, BY REGION, 2015-2022 (USD MILLION)
  • EMBEDDED ANALYTICS MARKET ANALYSIS, BY ORGANIZATION SIZE
    • INTRODUCTION
      • Table EMBEDDED ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE, 2015-2022 (USD BILLION)
    • SMALL AND MEDIUM-SIZED ENTERPRISES
      • Table SMALL AND MEDIUM-SIZED ENTERPRISES: EMBEDDED ANALYTICS MARKET SIZE, BY REGION, 2015-2022 (USD MILLION)
    • LARGE ENTERPRISES
      • Table LARGE ENTERPRISES: EMBEDDED ANALYTICS MARKET SIZE, BY REGION, 2015-2022 (USD MILLION)
  • EMBEDDED ANALYTICS MARKET ANALYSIS, BY INDUSTRY
    • INTRODUCTION
      • Table EMBEDDED ANALYTICS MARKET SIZE, BY INDUSTRY, 2015-2022 (USD BILLION)
    • BANKING, FINANCIAL SERVICES, AND INSURANCE
      • Table BANKING, FINANCIAL SERVICES, AND INSURANCE: EMBEDDED ANALYTICS MARKET SIZE, BY REGION, 2015-2022 (USD MILLION)
    • HEALTHCARE AND LIFE SCIENCES
      • Table HEALTHCARE AND LIFE SCIENCES: EMBEDDED ANALYTICS MARKET SIZE, BY REGION, 2015-2022 (USD MILLION)
    • MANUFACTURING
      • Table MANUFACTURING: EMBEDDED ANALYTICS MARKET SIZE, BY REGION, 2015-2022 (USD MILLION)
    • RETAIL AND CONSUMER GOODS
      • Table RETAIL AND CONSUMER GOODS: EMBEDDED ANALYTICS MARKET SIZE, BY REGION, 2015-2022 (USD MILLION)
    • ENERGY AND UTILITIES
      • Table ENERGY AND UTILITIES: EMBEDDED ANALYTICS MARKET SIZE, BY REGION, 2015-2022 (USD MILLION)
    • TELECOMMUNICATIONS AND IT
      • Table TELECOMMUNICATIONS AND IT: EMBEDDED ANALYTICS MARKET SIZE, BY REGION, 2015-2022 (USD MILLION)
    • TRANSPORTATION AND LOGISTICS
      • Table TRANSPORTATION AND LOGISTICS: EMBEDDED ANALYTICS MARKET SIZE, BY REGION, 2015-2022 (USD MILLION)
    • GOVERNMENT AND DEFENSE
      • Table GOVERNMENT AND DEFENSE: EMBEDDED ANALYTICS MARKET SIZE, BY REGION, 2015-2022 (USD MILLION)
    • MEDIA AND ENTERTAINMENT
      • Table MEDIA AND ENTERTAINMENT: EMBEDDED ANALYTICS MARKET SIZE, BY REGION, 2015-2022 (USD MILLION)
    • OTHERS
      • Table OTHERS: EMBEDDED ANALYTICS MARKET SIZE, BY REGION, 2015-2022 (USD MILLION)
  • GEOGRAPHIC ANALYSIS
    • INTRODUCTION
      • Table EMBEDDED ANALYTICS MARKET SIZE, BY REGION, 2015-2022 (USD BILLION)
    • NORTH AMERICA
      • BY COUNTRY
      • NORTH AMERICA, BY COMPONENT
        • Table NORTH AMERICA: EMBEDDED ANALYTICS MARKET SIZE, BY COMPONENT, 2015-2022 (USD MILLION)
      • NORTH AMERICA, BY SERVICE
        • Table NORTH AMERICA: EMBEDDED ANALYTICS MARKET SIZE, BY SERVICE, 2015-2022 (USD MILLION)
      • NORTH AMERICA, BY PROFESSIONAL SERVICE
        • Table NORTH AMERICA: EMBEDDED ANALYTICS MARKET SIZE, BY PROFESSIONAL SERVICE, 2015-2022 (USD MILLION)
      • NORTH AMERICA, BY BUSINESS FUNCTION
        • Table NORTH AMERICA: EMBEDDED ANALYTICS MARKET SIZE, BY BUSINESS FUNCTION, 2015-2022 (USD MILLION)
      • NORTH AMERICA, BY DEPLOYMENT MODEL
        • Table NORTH AMERICA: EMBEDDED ANALYTICS MARKET SIZE, BY DEPLOYMENT MODEL, 2015-2022 (USD MILLION)
      • NORTH AMERICA, BY ORGANIZATION SIZE
        • Table NORTH AMERICA: EMBEDDED ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE , 2015-2022 (USD MILLION)
      • NORTH AMERICA, BY INDUSTRY
        • Table NORTH AMERICA: EMBEDDED ANALYTICS MARKET SIZE, BY INDUSTRY, 2015-2022 (USD MILLION)
    • EUROPE
      • BY COUNTRY
      • EUROPE, BY COMPONENT
        • Table EUROPE: EMBEDDED ANALYTICS MARKET SIZE, BY COMPONENT, 2015-2022 (USD MILLION)
      • EUROPE, BY SERVICE
        • Table EUROPE: EMBEDDED ANALYTICS MARKET SIZE, BY SERVICE, 2015-2022 (USD MILLION)
      • EUROPE, BY PROFESSIONAL SERVICE
        • Table EUROPE: EMBEDDED ANALYTICS MARKET SIZE, BY PROFESSIONAL SERVICE, 2015-2022 (USD MILLION)
      • EUROPE, BY BUSINESS FUNCTION
        • Table EUROPE: EMBEDDED ANALYTICS MARKET SIZE, BY BUSINESS FUNCTION, 2015-2022 (USD MILLION)
      • EUROPE, BY DEPLOYMENT MODEL
        • Table EUROPE: EMBEDDED ANALYTICS MARKET SIZE, BY DEPLOYMENT MODEL, 2015-2022 (USD MILLION)
      • EUROPE, BY ORGANIZATION SIZE
        • Table EUROPE: EMBEDDED ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE, 2015-2022 (USD MILLION)
      • EUROPE, BY INDUSTRY
        • Table EUROPE: EMBEDDED ANALYTICS MARKET SIZE, BY INDUSTRY, 2015-2022 (USD MILLION)
    • ASIA PACIFIC
      • BY COUNTRY
      • ASIA PACIFIC, BY COMPONENT
        • Table ASIA PACIFIC: EMBEDDED ANALYTICS MARKET SIZE, BY COMPONENT, 2015-2022 (USD MILLION)
      • ASIA PACIFIC, BY SERVICE
        • Table ASIA PACIFIC: EMBEDDED ANALYTICS MARKET SIZE, BY SERVICE, 2015-2022 (USD MILLION)
      • ASIA PACIFIC, BY PROFESSIONAL SERVICE
        • Table ASIA PACIFIC: EMBEDDED ANALYTICS MARKET SIZE, BY PROFESSIONAL SERVICE, 2015-2022 (USD MILLION)
      • ASIA PACIFIC, BY BUSINESS FUNCTION
        • Table ASIA PACIFIC: EMBEDDED ANALYTICS MARKET SIZE, BY BUSINESS FUNCTION, 2015-2022 (USD MILLION)
      • ASIA PACIFIC, BY DEPLOYMENT MODEL
        • Table ASIA PACIFIC: EMBEDDED ANALYTICS MARKET SIZE, BY DEPLOYMENT MODEL, 2015-2022 (USD MILLION)
      • ASIA PACIFIC, BY ORGANIZATION SIZE
        • Table ASIA PACIFIC: EMBEDDED ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE, 2015-2022 (USD MILLION)
      • ASIA PACIFIC, BY INDUSTRY
        • Table ASIA PACIFIC: EMBEDDED ANALYTICS MARKET SIZE, BY INDUSTRY, 2015-2022 (USD MILLION)
    • LATIN AMERICA
      • BY COUNTRY
      • LATIN AMERICA, BY COMPONENT
        • Table LATIN AMERICA: EMBEDDED ANALYTICS MARKET SIZE, BY COMPONENT, 2015-2022 (USD MILLION)
      • LATIN AMERICA, BY SERVICE
        • Table LATIN AMERICA: EMBEDDED ANALYTICS MARKET SIZE, BY SERVICE, 2015-2022 (USD MILLION)
      • LATIN AMERICA, BY PROFESSIONAL SERVICE
        • Table LATIN AMERICA: EMBEDDED ANALYTICS MARKET SIZE, BY PROFESSIONAL SERVICE, 2015-2022 (USD MILLION)
      • LATIN AMERICA, BY BUSINESS FUNCTION
        • Table LATIN AMERICA: EMBEDDED ANALYTICS MARKET SIZE, BY BUSINESS FUNCTION, 2015-2022 (USD MILLION)
      • LATIN AMERICA, BY DEPLOYMENT MODEL
        • Table LATIN AMERICA: EMBEDDED ANALYTICS MARKET SIZE, BY DEPLOYMENT MODEL, 2015-2022 (USD MILLION)
      • LATIN AMERICA, BY ORGANIZATION SIZE
        • Table LATIN AMERICA: EMBEDDED ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE, 2015-2022 (USD MILLION)
      • LATIN AMERICA, BY INDUSTRY
        • Table LATIN AMERICA: EMBEDDED ANALYTICS MARKET SIZE, BY INDUSTRY, 2015-2022 (USD MILLION)
    • MIDDLE EAST AND AFRICA
      • BY COUNTRY
      • MIDDLE EAST AND AFRICA, BY COMPONENT
        • Table MIDDLE EAST AND AFRICA: EMBEDDED ANALYTICS MARKET SIZE, BY COMPONENT, 2015-2022 (USD MILLION)
      • MIDDLE EAST AND AFRICA, BY SERVICE
        • Table MIDDLE EAST AND AFRICA: EMBEDDED ANALYTICS MARKET SIZE, BY SERVICE, 2015-2022 (USD MILLION)
      • MIDDLE EAST AND AFRICA, BY PROFESSIONAL SERVICE
        • Table MIDDLE EAST AND AFRICA: EMBEDDED ANALYTICS MARKET SIZE, BY PROFESSIONAL SERVICE, 2015-2022 (USD MILLION)
      • MIDDLE EAST AND AFRICA, BY BUSINESS FUNCTION
        • Table MIDDLE EAST AND AFRICA: EMBEDDED ANALYTICS MARKET SIZE, BY BUSINESS FUNCTION, 2015-2022 (USD MILLION)
      • MIDDLE EAST AND AFRICA, BY DEPLOYMENT MODEL
        • Table MIDDLE EAST AND AFRICA: EMBEDDED ANALYTICS MARKET SIZE, BY DEPLOYMENT MODEL, 2015-2022 (USD MILLION)
      • MIDDLE EAST AND AFRICA, BY ORGANIZATION SIZE
        • Table MIDDLE EAST AND AFRICA: EMBEDDED ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE , 2015-2022 (USD MILLION)
      • MIDDLE EAST AND AFRICA, BY INDUSTRY
        • Table MIDDLE EAST AND AFRICA: EMBEDDED ANALYTICS MARKET SIZE, BY INDUSTRY, 2015-2022 (USD MILLION)
  • COMPETITIVE LANDSCAPE
    • MICROQUADRANT OVERVIEW
      • VISIONARY LEADERS
      • INNOVATORS
      • DYNAMIC DIFFERENTIATORS
      • EMERGING COMPANIES
        • Table MARKET RANKING FOR THE EMBEDDED ANALYTICS MARKET, 2017
    • COMPETITIVE BENCHMARKING
      • STRENGTH OF PRODUCT PORTFOLIO IN THE EMBEDDED ANALYTICS MARKET (25 PLAYERS)
      • BUSINESS STRATEGY EXCELLENCE ADOPTED IN THE EMBEDDED ANALYTICS MARKET (25 PLAYERS)
  • COMPANY PROFILES
    • INTERNATIONAL BUSINESS MACHINES CORPORATION
      • OVERVIEW
      • STRENGTH OF PRODUCT PORTFOLIO
      • BUSINESS STRATEGY EXCELLENCE
      • RECENT DEVELOPMENTS
    • MICROSOFT CORPORATION
      • OVERVIEW
      • STRENGTH OF PRODUCT PORTFOLIO
      • BUSINESS STRATEGY EXCELLENCE
      • RECENT DEVELOPMENTS
    • OPENTEXT CORPORATION
      • OVERVIEW
      • STRENGTH OF PRODUCT PORTFOLIO
      • BUSINESS STRATEGY EXCELLENCE
      • RECENT DEVELOPMENTS
    • ORACLE CORPORATION
      • OVERVIEW
      • STRENGTH OF PRODUCT PORTFOLIO
      • BUSINESS STRATEGY EXCELLENCE
      • RECENT DEVELOPMENTS
    • SAP SE
      • OVERVIEW
      • STRENGTH OF PRODUCT PORTFOLIO
      • BUSINESS STRATEGY EXCELLENCE
      • RECENT DEVELOPMENTS
    • SAS INSTITUTE
      • OVERVIEW
      • STRENGTH OF PRODUCT PORTFOLIO
      • BUSINESS STRATEGY EXCELLENCE
      • RECENT DEVELOPMENTS
    • TABLEAU SOFTWARE INC.
      • OVERVIEW
      • STRENGTH OF PRODUCT PORTFOLIO
      • BUSINESS STRATEGY EXCELLENCE
      • RECENT DEVELOPMENTS
    • BIRST, INC.
      • OVERVIEW
      • STRENGTH OF PRODUCT PORTFOLIO
      • BUSINESS STRATEGY EXCELLENCE
      • RECENT DEVELOPMENTS
    • INFORMATION BUILDERS
      • OVERVIEW
      • STRENGTH OF PRODUCT PORTFOLIO
      • BUSINESS STRATEGY EXCELLENCE
      • RECENT DEVELOPMENTS
    • LOGI ANALYTICS
      • OVERVIEW
      • STRENGTH OF PRODUCT PORTFOLIO
      • BUSINESS STRATEGY EXCELLENCE
      • RECENT DEVELOPMENTS
    • MICROSTRATEGY INCORPORATED
      • OVERVIEW
      • STRENGTH OF PRODUCT PORTFOLIO
      • BUSINESS STRATEGY EXCELLENCE
      • RECENT DEVELOPMENTS
    • SISENSE, INC.
      • OVERVIEW
      • STRENGTH OF PRODUCT PORTFOLIO
      • BUSINESS STRATEGY EXCELLENCE
      • RECENT DEVELOPMENTS
    • TIBCO SOFTWARE, INC.
      • OVERVIEW
      • STRENGTH OF PRODUCT PORTFOLIO
      • BUSINESS STRATEGY EXCELLENCE
      • RECENT DEVELOPMENTS
    • QLIKTECH INTERNATIONAL AB
      • OVERVIEW
      • STRENGTH OF PRODUCT PORTFOLIO
      • BUSINESS STRATEGY EXCELLENCE
      • RECENT DEVELOPMENTS
    • YELLOWFIN INTERNATIONAL PTY LTD
      • OVERVIEW
      • STRENGTH OF PRODUCT PORTFOLIO
      • BUSINESS STRATEGY EXCELLENCE
      • RECENT DEVELOPMENTS
  • APPENDIX
    • INSIGHTS OF INDUSTRY EXPERTS
    • DISCUSSION GUIDE
    • KNOWLEDGE STORE: MARKETSANDMARKETS' SUBSCRIPTION PORTAL
    • INTRODUCING RT: REAL-TIME MARKET INTELLIGENCE
    • AVAILABLE CUSTOMIZATION
    • RELATED REPORTS
    • AUTHOR DETAILS

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