Data Discovery Market

Data Discovery Market by Component, Functionality, Organization Size, Deployment Mode, Application, Vertical (BFSI, Healthcare and Life Sciences, Telecommunications and IT, Manufacturing), and Region - Global Forecast to 2025

Report Code: TC 4867 Jan, 2021, by marketsandmarkets.com

[311 Pages Report] The global data discovery market size to grow from USD 7.0 billion in 2020 to USD 14.4 billion by 2025, at a Compound Annual Growth Rate (CAGR) of 15.6% during the forecast period. Various factors such as the growing need to discover sensitive structured and unstructured data, increasing investments in data privacy with evolving regulations, growing adoption of cloud-based data discovery solutions to improve security compliance and governance within data, and growing importance of data utilization during COVID-19 scenario among organizations are expected to drive the adoption of the data discovery market.

Data Discovery Market

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COVID-19 Impact on Global Data Discovery Market

Businesses providing data discovery solutions and services are expected to witness a minor decline in their growth for a short span of time. However, the focus on vaccine development, adoption work from home initiatives, and eHealth are leading to explosion of structured and unstructured data, which needs to be discovered and managed efficiently to derive insights. The market would witness a minimal slowdown in 2020, followed by positive growth during the forecast period. The global spread of COVID-19 has led numerous privacy, data protection, security and compliance questions. These challenges are driving the need for companies and organizations to ensure their data discovery solutions not only secure, but also support data analysis for strategic business decisions.

Market Dynamics

Driver:  Growing need to discover sensitive structured and unstructured data

Unlike structured data that resides in well protected IT perimeters, sensitive content exists in unstructured formats such as office documents, files, or images and are distributed and published via file sharing, social media and email. Most enterprises across industries are realizing the growing importance of harvesting their data and drawing meaningful analysis for driving business growth and building competitive advantage. Every organization is generating vast amounts of data due to the use of IoT devices, sensors, and geospatial devices. Generating insights from structured and unstructured data by unifying them into specific formats, so that the end-user can validate and understand it, is the need of the day. Sensitive data discovery is integral to creating and maintaining an effective data security plan. Especially with the rapid adoption of the cloud and the rise of remote workers, organizations are no longer only concerned with sensitive data living solely on-premise. Now, there are multiple paths that data can travel through and an even greater number of locations that sensitive data can land. While the thought may seem overwhelming at first, need to discover sensitive data comes into action and makes data security management easier for business.

Restraint Lack of skilled professional workforce

Significant technological advancements have taken place in the ICT domain. IoT, AI, ML, cloud, analytics, and data discovery are a few trends that have gained tremendous traction in the past few years. Data discovery is transforming businesses by providing actionable insights, but companies do face issues while extracting these insights. Data across the organizations grow constantly, and organizations often fail to capture the opportunities and extract actionable data. Organizations often fail to identify where they need to allocate their resources. This failure in allocating the resources results in not deriving the full potential of data discovery. Most organizations still cannot harness the complete benefits of the data discovery tools in the cloud due to the lack of awareness and professional expertise to utilize cloud-based data discovery solutions optimally.

Opportunity: Increasing demand to integrate data in business processes to derive actionable insights

In today’s digital and big data era, data can be structured or unstructured and most of it resides outside the enterprise. It has, thus, become crucial to have a platform that can be used to integrate all kind of information, perform a lot of discovery-based analysis (to separate noise from real signals), perform analytics on top of it and finally consume it through an intuitive visualization interface. This avenue is now being explored in the form of data discovery platform in many enterprises. Enormous volume of digital information is the storehouse of meaningful insights such as valuable business trends, shifting consumer behavior, onset of an epidemic, changing weather patterns and rising crime rate. When managed well, this data can provide business houses and governments an opportunity to unlock new business avenues and solutions for better governance. Today, enterprises need a comprehensive discovery platform that can process huge volumes of data in real time to provide meaningful insights. This discovery or decision-making platform is able to assimilate data, structure, refine, provide exploratory capability, identify and evaluate various patterns, and help make insight-based decisions faster.

Challenge: Data security and privacy concerns

Security threats are expected to grow even further in the future. In the past four years alone, the financial impact of cybercrimes has increased by nearly 78%, and the time it takes to resolve cyberattacks has more than doubled. The ever-growing data from various sources is becoming cumbersome for several IT teams. The inefficiency of managing exabytes and petabytes of data has raised the chances of security breaches and data loss. It may seem like data discovery is a threat to data privacy, but the actual threat is poorly managed data. Data discovery comes with three privacy risks: data breaches, data brokerage, and data discrimination. Data breaches occur when information is retrieved without consent. In most cases, data breaches are the result of out-of-date software, weak passwords, and targeted malware attacks. Such incidents can cost an organization a damaged reputation and a lot of money. Data breaches can be prevented by keeping software up-to-date, changing passwords often, and educating employees on best security practices.

Among verticals, the healthcare and life sciences segment to grow at a the highest CAGR during the forecast period

The data discovery market is segmented based on verticals into BFSI, government, healthcare and life sciences, retail, manufacturing, media and entertainment, telecommunications and IT, transportation and logistics, and other verticals (education, energy and utilities, and travel and hospitality). The BFSI vertical is expected to account for the largest market size during the forecast period. Moreover, the healthcare and life sciences vertical is expected to grow at the highest CAGR during the forecast period. During the COVID-19 pandemic, healthcare researchers and hospitals are dealing with enormous data, which has created a massive need for efficient data discovery and management. Data preparation and graphical user interface facilitates the users to utilize embedded intelligence with automated data prep tasks.

The on-premises segments is expected to hold the larger market size during the forecast period

The data discovery market by deployment mode has been segmented into on-premises and cloud. Cloud is further segmented by type in public cloud, private cloud, and hybrid cloud. The cloud segment is expected to grow at a rapid pace during the forecast period. The high CAGR of the cloud segment can be attributed to the availability of easy deployment options and minimal requirements of capital and time. These factors are supporting the current lockdown scenario of COVID-19 as social distancing and lack of workforce hit the industry, and are expected to drive the adoption of cloud-based data discovery solutions. Highly secure data encryption and complete data visibility and control feature are responsible for the higher adoption of on-premises-based data discovery solutions.

North America to hold the largest market size during the forecast period

North America is expected to hold the largest market size in the global data discovery market, while Asia Pacific (APAC) is expected to grow at the highest CAGR during the forecast period. The growing awareness for data security and privacy among organizations in key countries, such as China, India, and Japan, is expected to fuel the adoption of data discovery solutions and services. The commercialization of the AI and ML technology, giving rise to increased data generation, and the need for further advancements to leverage its benefits to the maximum are expected to drive the adoption of data discovery solutions in the region.

Data Discovery Market by Region

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Key Market Players

The data discovery vendors have implemented various types of organic as well as inorganic growth strategies, such as new product launches, product upgradations, partnerships and agreements, business expansions, and mergers and acquisitions to strengthen their offerings in the market. The major vendors in the global data discovery market include IBM (US), Microsoft (US), Oracle (US), Salesforce (US), SAS Institute (US), Google (US), AWS (US), Micro Focus (UK), MicroStrategy (US), Cloudera (US), PKWARE (US), Alteryx (US), Thales (France), Spirion (US), Egnyte (US), Netwrix (US), Varonis (US), Digital Guardian (US), Nightfall (US), Securiti (US), DataGrail (US), Dathena (Singapore), BigID (US), Explorium (US), 1touch.io (US), Congruity360 (US), and Concentric (US). The study includes an in-depth competitive analysis of these key players in the data discovery market with their company profiles, recent developments, and key market strategies.

Scope of the Report

Report Metric

Details

Market size available for years

2014–2025

Base year considered

2019

Forecast period

2020–2025

Forecast units

 USD Million

Segments covered

Component, organization size, deployment mode, application, functionality, vertical, and region

Geographies covered

North America, Europe, APAC, Latin America, and MEA

Companies covered

IBM (US), Microsoft (US), Oracle (US), Salesforce (US), SAS Institute (US), Google (US), AWS (US), Micro Focus (UK), MicroStrategy (US), Cloudera (US), PKWARE (US), Alteryx (US), Thales (France), Spirion (US), Egnyte (US), Netwrix (US), Varonis (US), Digital Guardian (US), Nightfall (US), Securiti (US), DataGrail (US), Dathena (Singapore), BigID (US), Explorium (US), 1touch.io (US), Congruity360 (US), and Concentric (US)

This research report categorizes the data discovery market based on components, deployment mode, organization size, application, vertical, and region.

By component:

  • Solutions
  • Services
    • Managed Services
    • Professional Services
  • Support and Maintenance
  • Deployment and Integration
  • Consulting

By organization size:

  • Large Enterprises
  • Small and Medium-sized Enterprises (SMEs)

By deployment mode:

  • On-premises
  • Cloud
    • Public Cloud
    • Private Cloud
    • Hybrid Cloud

By application:

  • Security and Risk Management
  • Sales and Marketing Management
  • Asset Management
  • Supply Chain Management
  • Others (Location Intelligence, Network Management, Social Network Analysis, and Workforce Management)

By functionality:

  • Visual Data Discovery
  •  Augmented Data Discovery
  • Search-based Data Discovery
  • Self-service Data Preparation

By vertical:

  • BFSI
  • Government
  • Healthcare and Life Sciences
  • Retail
  • Manufacturing
  • Media and Entertainment
  • Telecommunications and IT
  • Transportation and Logistics
  • Other Verticals (Education, Energy and Utilities, and Travel And Hospitality)

By region:

  • North America
    • US
    • Canada
  • Europe
    • UK
    • Germany
    • France
    • Rest of Europe 
  • APAC
    • China
    • Japan
    • India
    • Rest of APAC
  • MEA
    • KSA 
    • UAE
    • South Africa
    • Rest of MEA
  • Latin America
    • Brazil
    • Mexico
    • Rest of Latin America

Recent Developments:

  • In November 2020, PKWARE acquired Dataguise, a company with innovative technology for businesses to discover and protect personal data stored across diverse IT systems and environments. The acquisition will expand PKWARE’s global footprint as it continues the operations of Dataguise’s existing offices in the US, India, Europe, and Canada.
  • In October 2020, Micro Focus launched a new digital resource, CISO Resource to accelerate enterprise resilience during unprecedented global challenges. The launch of CyberResilient. Com, a digital resource designed to support CISOs and board members as they navigate the shifting demands of the digital economy, and attempt to continue to drive business growth during times of uncertainty.
  • In September 2020, IBM launched a new risk-based service IBM Risk Analytics. The solution is designed to help organizations apply the same analytics used for traditional business decisions to cybersecurity spending priorities. The new service creates risk assessments to help clients identify, prioritize and quantify security risk as they weigh decisions such as deploying new technologies, making investments in their business and changing processes.
  • In June 2020, SAS Institute released new enhancement for SAS Viya named SAS Viya 4. SAS Viya 4 is engineered to take advantage of the latest cloud technologies. The enhancement is designed to be delivered and updated continuously, the new architecture helps bring powerful analytics to everyone, everywhere.
  • In May 2020, Google Cloud and Splunk partnered to help customers gain deeper insights from data. This partnership aimed to help organizations drive actionable insights from their data and enable better, faster decisions with real-time visibility across the enterprise.
  • In February 2020, Google acquired Looker, a provider of a unified platform for business intelligence, data applications, and embedded analytics. This acquisition would enable Google to extend its analytics offering by defining two capabilities that would define business metrics and provide an analytical platform to make business decisions.
  • In November 2019, Salesforce launched Customer 360 Truth, a new set of data and identity services that enable companies to build a single source of truth across all of its customer relationships. Customer 360 Truth connects data from sales, service, marketing, and commerce business functions to create a single, universal Salesforce ID for each customer. All of the customers’ previous interactions and shared preferences are brought together to create a view.
  • In August 2019, Salesforce completed the acquisition of Tableau, a leading analytics platform provider. The acquisition would enable Salesforce to deliver powerful AI-driven insights across all types of data and use cases for people of every skill level.
  • In June 2019, Oracle introduced a new feature in Oracle Analytics. The new feature would provide AI-powered self-service capabilities. Oracle Analytics with the features of data preparation, visualization, and Natural Language Processing (NLP) would help business analysts get data insights to make business decisions.

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TABLE OF CONTENTS

1 INTRODUCTION (Page No. - 37)
    1.1 INTRODUCTION TO COVID-19
    1.2 COVID-19 HEALTH ASSESSMENT
        FIGURE 1 COVID-19: GLOBAL PROPAGATION
        FIGURE 2 COVID-19 PROPAGATION: SELECT COUNTRIES
    1.3 COVID-19 ECONOMIC ASSESSMENT
        FIGURE 3 REVISED GROSS DOMESTIC PRODUCT FORECASTS FOR SELECT G20 COUNTRIES IN 2020
           1.3.1 COVID-19 ECONOMIC IMPACT - SCENARIO ASSESSMENT
                 FIGURE 4 CRITERIA IMPACTING GLOBAL ECONOMY
                 FIGURE 5 SCENARIOS IN TERMS OF RECOVERY OF THE GLOBAL ECONOMY
    1.4 OBJECTIVES OF THE STUDY
    1.5 MARKET DEFINITION
           1.5.1 INCLUSIONS AND EXCLUSIONS
    1.6 MARKET SCOPE
           1.6.1 MARKET SEGMENTATION
           1.6.2 REGIONS COVERED
           1.6.3 YEARS CONSIDERED FOR STUDY
    1.7 CURRENCY CONSIDERED
        TABLE 1 UNITED STATES DOLLAR EXCHANGE RATE, 2017–2019
    1.8 STAKEHOLDERS
    1.9 SUMMARY OF CHANGES

2 RESEARCH METHODOLOGY (Page No. - 47)
    2.1 RESEARCH DATA
        FIGURE 6 DATA DISCOVERY MARKET: RESEARCH DESIGN
           2.1.1 SECONDARY DATA
           2.1.2 PRIMARY DATA
                 TABLE 2 PRIMARY INTERVIEWS
                    2.1.2.1 Breakup of primary profiles
                    2.1.2.2 Key industry insights
    2.2 MARKET BREAKUP AND DATA TRIANGULATION
        FIGURE 7 DATA TRIANGULATION
    2.3 MARKET SIZE ESTIMATION
        FIGURE 8 DATA DISCOVERY MARKET: TOP-DOWN AND BOTTOM-UP APPROACHES
           2.3.1 TOP-DOWN APPROACH
           2.3.2 BOTTOM-UP APPROACH
                 FIGURE 9 MARKET SIZE ESTIMATION METHODOLOGY - APPROACH 1 (SUPPLY-SIDE): REVENUE OF SOLUTIONS/SERVICES OF THE MARKET
                 FIGURE 10 MARKET SIZE ESTIMATION METHODOLOGY - APPROACH 2 BOTTOM-UP  (SUPPLY-SIDE): COLLECTIVE REVENUES OF ALL SOLUTIONS/SERVICES OF THE MARKET
                 FIGURE 11 MARKET SIZE ESTIMATION METHODOLOGY - APPROACH 3 BOTTOM-UP  (SUPPLY-SIDE): COLLECTIVE REVENUES OF ALL SOLUTIONS/SERVICES OF THE MARKET
                 FIGURE 12 MARKET SIZE ESTIMATION METHODOLOGY - APPROACH 4 - BOTTOM-UP (DEMAND-SIDE): SHARE OF DATA DISCOVERY THROUGH OVERALL DATA DISCOVERY SPENDING
    2.4 MARKET FORECAST
        TABLE 3 FACTOR ANALYSIS
    2.5 COMPANY EVALUATION MATRIX METHODOLOGY
        FIGURE 13 COMPANY EVALUATION MATRIX: CRITERIA WEIGHTAGE
    2.6 STARTUP/SME COMPETITIVE EVALUATION MATRIX METHODOLOGY
        FIGURE 14 STARTUP/SME COMPETITIVE LEADERSHIP MAPPING: CRITERIA WEIGHTAGE
    2.7 ASSUMPTIONS FOR THE STUDY
    2.8 LIMITATIONS OF THE STUDY
    2.9 IMPLICATIONS OF COVID-19 ON THE DATA DISCOVERY MARKET

3 EXECUTIVE SUMMARY (Page No. - 62)
  TABLE 4 GLOBAL MARKET SIZE AND GROWTH RATE,  2014–2019 (USD MILLION, Y-O-Y%)
  TABLE 5 GLOBAL MARKET SIZE AND GROWTH RATE,  2019–2025 (USD MILLION, Y-O-Y%)
  FIGURE 15 SOLUTIONS SEGMENT TO HOLD A LARGER MARKET SIZE IN 2020
  FIGURE 16 PROFESSIONAL SERVICES SEGMENT TO HOLD A HIGHER MARKET SHARE IN 2020
  FIGURE 17 DEPLOYMENT AND INTEGRATION SEGMENT TO HOLD THE LARGEST MARKET SIZE IN 2020
  FIGURE 18 VISUAL DATA DISCOVERY SEGMENT TO HOLD THE HIGHEST MARKET SHARE IN 2020
  FIGURE 19 LARGE ENTERPRISES SEGMENT TO HOLD THE LARGEST MARKET SIZE IN 2020
  FIGURE 20 ON-PREMISES SEGMENT TO HOLD THE HIGHEST MARKET SHARE IN 2020
  FIGURE 21 PUBLIC CLOUD SEGMENT TO HOLD THE LARGEST MARKET SIZE IN 2020
  FIGURE 22 SECURITY AND RISK MANAGEMENT SEGMENT TO HOLD THE HIGHEST MARKET SHARE IN 2020
  FIGURE 23 BANKING, INSURANCE, AND FINANCIAL SERVICES SEGMENT TO HOLD THE HIGHEST MARKET SIZE IN 2020
  FIGURE 24 ASIA PACIFIC TO GROW AT THE HIGHEST CAGR DURING THE FORECAST PERIOD

4 PREMIUM INSIGHTS (Page No. - 68)
    4.1 ATTRACTIVE OPPORTUNITIES IN THE DATA DISCOVERY MARKET
        FIGURE 25 GROWING NEED TO DISCOVER SENSITIVE STRUCTURED AND UNSTRUCTURED DATA AND GROWING IMPORTANCE OF DATA UTILIZATION DURING COVID-19 SCENARIO AMONG ORGANIZATIONS
    4.2 MARKET, TOP THREE APPLICATIONS
        FIGURE 26 SALES AND MARKETING MANAGEMENT SEGMENT TO GROW AT THE HIGHEST CAGR IN THE MARKET FROM 2020 TO 2025
    4.3 MARKET, BY REGION
        FIGURE 27 NORTH AMERICA TO ACCOUNT FOR THE HIGHEST SHARE IN THE MARKET IN 2020
    4.4 NORTH AMERICA MARKET, BY DEPLOYMENT MODE AND FUNCTIONALITY
        FIGURE 28 ON-PREMISES DEPLOYMENT MODE AND VISUAL DATA DISCOVERY FUNCTIONALITY SEGMENTS TO ACCOUNT FOR A LARGER MARKET SHARE IN THE NORTH AMERICAN MARKET IN 2020

5 MARKET OVERVIEW AND INDUSTRY TRENDS (Page No. - 70)
    5.1 INTRODUCTION
    5.2 DATA DISCOVERY: EVOLUTION
        FIGURE 29 EVOLUTION OF THE DATA DISCOVERY MARKET
    5.3 DATA DISCOVERY: ARCHITECTURE
        FIGURE 30 MARKET ARCHITECTURE
    5.4 MARKET DYNAMICS
        FIGURE 31 DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES:  MARKET
           5.4.1 DRIVERS
                    5.4.1.1 Growing need to discover sensitive structured and unstructured data
                    5.4.1.2 Increasing investment in data privacy measures with the introduction of data privacy regulations
                    5.4.1.3 Need for real-time data access to drive the demand for cloud-based data discovery solutions
           5.4.2 RESTRAINTS
                    5.4.2.1 Difficulties in justifying RoI from data discovery solutions
                    5.4.2.2 Lack of skilled professional workforce
           5.4.3 OPPORTUNITIES
                    5.4.3.1 Increasing demand to integrate data in business processes and derive actionable insights
                    5.4.3.2 COVID-19 has led to a change in work dynamics, increasing the need for data utilization across verticals
           5.4.4 CHALLENGES
                    5.4.4.1 Data security and privacy concerns
                    5.4.4.2 Major dependence on manual systems for data discovery
           5.4.5 CUMULATIVE GROWTH ANALYSIS
    5.5 DATA DISCOVERY: ECOSYSTEM
        FIGURE 32 DATA DISCOVERY MARKET ECOSYSTEM
    5.6 DATA DISCOVERY: PILLARS
        FIGURE 33 PILLARS OF MARKET
    5.7 CASE STUDY ANALYSIS
           5.7.1 FLEETPRIDE TRANSFORM SUPPLY CHAIN MANAGEMENT WITH IBM COGNOS ANALYTICS
           5.7.2 GRΔNGES REDUCES DATA SECURITY BREACHES WITH MICROSOFT AZURE INFORMATION PROTECTION
           5.7.3 TINUITI CENTRALIZED 100+ DATA SOURCES THROUGH TABLEAU PREP
           5.7.4 STATISTICS ESTONIA INCREASES INFORMATION DELIVERY THROUGH SAS DATA DISCOVERY
           5.7.5 CISCOWEBX IMPLEMENTED CLOUDERA DATA DISCOVERY FOR IMPROVING CUSTOMER EXPERIENCE
           5.7.6 EDMUNDS USES AMAZON MACIE TO INCREASE DATA VISIBILITY AND SECURITY
           5.7.7 THE CENTERS FOR MEDICARE AND MEDICAID SERVICES (CMS) ADOPTED PKWARE SMARTCRYPT TO ENHANCE PROTECTION FOR SENSITIVE MEDICAL DATA
           5.7.8 ILLINOIS COLLEGE SELECTED SPIRION TO MAKE DATA PRIVACY PROGRAM SMARTER
           5.7.9 FIRST NATIONAL BANK MINNESOTA (FNB MN) SELECT NETWRIX SOLUTION TO SECURE SENSITIVE DATA AND REBUILD ITS ACTIVE DIRECTORY
    5.8 DATA DISCOVERY MARKET: COVID-19 IMPACT
        FIGURE 34 MARKET TO WITNESS SLOWDOWN IN GROWTH IN 2020
    5.9 PATENT ANALYSIS
    5.10 SUPPLY CHAIN ANALYSIS
         FIGURE 35 SUPPLY CHAIN ANALYSIS
    5.11 VALUE CHAIN ANALYSIS
         FIGURE 36 VALUE CHAIN ANALYSIS
    5.12 TECHNOLOGY ANALYSIS
           5.12.1 ARTIFICIAL INTELLIGENCE AND DATA DISCOVERY
           5.12.2 BLOCKCHAIN AND DATA DISCOVERY
           5.12.3 INTERNET OF THINGS AND DATA DISCOVERY
    5.13 PRICING MODEL ANALYSIS
    5.14 PORTER’S FIVE FORCE ANALYSIS
         FIGURE 37 PORTER’S FIVE FORCE ANALYSIS
           5.14.1 THREAT OF NEW ENTRANTS
           5.14.2 THREAT OF SUBSTITUTES
           5.14.3 BARGAINING POWER OF SUPPLIERS
           5.14.4 BARGAINING POWER OF BUYERS
           5.14.5 INTENSITY OF COMPETITIVE RIVALRY

6 DATA DISCOVERY MARKET, BY COMPONENT (Page No. - 94)
    6.1 INTRODUCTION
           6.1.1 COMPONENTS: MARKET DRIVERS
           6.1.2 COMPONENTS: COVID-19 IMPACT
                 FIGURE 38 SERVICES SEGMENT TO REGISTER A HIGHER CAGR DURING  THE FORECAST PERIOD
                 TABLE 6 MARKET SIZE, BY COMPONENT, 2014–2019 (USD MILLION)
                 TABLE 7 MARKET SIZE, BY COMPONENT, 2019–2025 (USD MILLION)
    6.2 SOLUTIONS
        TABLE 8 SOLUTIONS: MARKET SIZE, BY REGION, 2014–2019 (USD MILLION)
        TABLE 9 SOLUTIONS: MARKET SIZE, BY REGION, 2019–2025 (USD MILLION)
    6.3 SERVICES
        FIGURE 39 MANAGED SERVICES SEGMENT TO GROW AT A HIGHER CAGR DURING  THE FORECAST PERIOD
        TABLE 10 DATA DISCOVERY MARKET SIZE, BY SERVICE,2014–2019 (USD MILLION)
        TABLE 11 MARKET SIZE, BY SERVICE, 2019–2025 (USD MILLION)
        TABLE 12 SERVICES: MARKET SIZE, BY REGION, 2014–2019 (USD MILLION)
        TABLE 13 SERVICES: MARKET SIZE, BY REGION, 2019–2025 (USD MILLION)
           6.3.1 PROFESSIONAL SERVICES
                 FIGURE 40 CONSULTING SEGMENT TO REGISTER HIGHEST CAGR DURING  FORECAST PERIOD
                 TABLE 14 PROFESSIONAL SERVICES: MARKET SIZE, BY TYPE, 2014–2019 (USD MILLION)
                 TABLE 15 PROFESSIONAL SERVICES: MARKET SIZE, BY TYPE, 2019–2025 (USD MILLION)
                 TABLE 16 PROFESSIONAL SERVICES: MARKET SIZE, BY REGION,  2014–2019 (USD MILLION)
                 TABLE 17 PROFESSIONAL SERVICES: MARKET SIZE, BY REGION,  2019–2025 (USD MILLION)
                    6.3.1.1 Consulting
                            TABLE 18 CONSULTING: MARKET SIZE, BY REGION, 2014–2019 (USD MILLION)
                            TABLE 19 CONSULTING: MARKET SIZE, BY REGION, 2019–2025 (USD MILLION)
                    6.3.1.2 Support and maintenance
                            TABLE 20 SUPPORT AND MAINTENANCE: DATA DISCOVERY MARKET SIZE, BY REGION,  2014–2019 (USD MILLION)
                            TABLE 21 SUPPORT AND MAINTENANCE: MARKET SIZE, BY REGION,  2019–2025 (USD MILLION)
                    6.3.1.3 Deployment and integration
                            TABLE 22 DEPLOYMENT AND INTEGRATION: MARKET SIZE, BY REGION, 2014–2019 (USD MILLION)
                            TABLE 23 DEPLOYMENT AND INTEGRATION: MARKET SIZE, BY REGION, 2019–2025 (USD MILLION)
           6.3.2 MANAGED SERVICES
                 TABLE 24 MANAGED SERVICES: MARKET SIZE, BY REGION, 2014–2019 (USD MILLION)
                 TABLE 25 MANAGED SERVICES: MARKET SIZE, BY REGION, 2019–2025 (USD MILLION)

7 DATA DISCOVERY MARKET, BY ORGANIZATION SIZE (Page No. - 107)
    7.1 INTRODUCTION
           7.1.1 ORGANIZATION SIZE: MARKET DRIVERS
           7.1.2 ORGANIZATION SIZE: COVID-19 IMPACT
                 FIGURE 41 SMALL AND MEDIUM-SIZED ENTERPRISES SEGMENT TO REGISTER HIGHER CAGR DURING THE FORECAST PERIOD
                 TABLE 26 MARKET SIZE, BY ORGANIZATION SIZE, 2014–2019 (USD MILLION)
                 TABLE 27 MARKET SIZE, BY ORGANIZATION SIZE, 2019–2025 (USD MILLION)
    7.2 LARGE ENTERPRISES
        TABLE 28 LARGE ENTERPRISES: MARKET SIZE, BY REGION,  2014–2019 (USD MILLION)
        TABLE 29 LARGE ENTERPRISES: MARKET SIZE, BY REGION,  2019–2025 (USD MILLION)
    7.3 SMALL AND MEDIUM-SIZED ENTERPRISES
        TABLE 30 SMALL AND MEDIUM-SIZED ENTERPRISES: MARKET SIZE, BY REGION, 2014–2019 (USD MILLION)
        TABLE 31 SMALL AND MEDIUM-SIZED ENTERPRISES: MARKET SIZE, BY REGION, 2019–2025 (USD MILLION)

8 DATA DISCOVERY MARKET, BY DEPLOYMENT MODE (Page No. - 113)
    8.1 INTRODUCTION
           8.1.1 DEPLOYMENT MODE: MARKET DRIVERS
           8.1.2 DEPLOYMENT MODE: COVID-19 IMPACT
                 FIGURE 42 CLOUD SEGMENT TO REGISTER HIGHER CAGR DURING FORECAST PERIOD
                 TABLE 32 MARKET SIZE, BY DEPLOYMENT MODE, 2014–2019 (USD MILLION)
                 TABLE 33 MARKET SIZE, BY DEPLOYMENT MODE,  2019–2025 (USD MILLION)
    8.2 ON-PREMISES
        TABLE 34 ON-PREMISES: MARKET SIZE, BY REGION, 2014–2019 (USD MILLION)
        TABLE 35 ON-PREMISES: MARKET SIZE, BY REGION,  2019–2025 (USD MILLION)
    8.3 CLOUD
        FIGURE 43 HYBRID CLOUD SEGMENT TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD
        TABLE 36 CLOUD: DATA DISCOVERY MARKET SIZE, BY TYPE, 2014–2019 (USD MILLION)
        TABLE 37 CLOUD: MARKET SIZE, BY TYPE, 2019–2025 (USD MILLION)
        TABLE 38 CLOUD: MARKET SIZE, BY REGION,  2014–2019 (USD MILLION)
        TABLE 39 CLOUD: MARKET SIZE, BY REGION, 2019–2025 (USD MILLION)
           8.3.1 PUBLIC CLOUD
                 TABLE 40 PUBLIC CLOUD: MARKET SIZE, BY REGION,  2014–2019 (USD MILLION)
                 TABLE 41 PUBLIC CLOUD: MARKET SIZE, BY REGION, 2019–2025 (USD MILLION)
           8.3.2 PRIVATE CLOUD
                 TABLE 42 PRIVATE CLOUD: MARKET SIZE, BY REGION, 2014–2019 (USD MILLION)
                 TABLE 43 PRIVATE CLOUD: MARKET SIZE, BY REGION,  2019–2025 (USD MILLION)
           8.3.3 HYBRID CLOUD
                 TABLE 44 HYBRID CLOUD: MARKET SIZE, BY REGION,  2014–2019 (USD MILLION)
                 TABLE 45 HYBRID CLOUD: MARKET SIZE, BY REGION, 2019–2025 (USD MILLION)

9 DATA DISCOVERY MARKET, BY FUNCTIONALITY (Page No. - 123)
    9.1 INTRODUCTION
           9.1.1 FUNCTIONALITY: MARKET DRIVERS
           9.1.2 FUNCTIONALITY: COVID-19 IMPACT
                 FIGURE 44 AUGMENTED DATA DISCOVERY SEGMENT TO REGISTER THE HIGHEST CAGR DURING THE FORECAST PERIOD
                 TABLE 46 MARKET SIZE, BY FUNCTIONALITY, 2014–2019 (USD MILLION)
                 TABLE 47 MARKET SIZE, BY FUNCTIONALITY, 2019–2025 (USD MILLION)
    9.2 VISUAL DATA DISCOVERY
        TABLE 48 VISUAL DATA DISCOVERY: MARKET SIZE, BY REGION,  2014–2019 (USD MILLION)
        TABLE 49 VISUAL DATA DISCOVERY: MARKET SIZE, BY REGION,  2019–2025 (USD MILLION)
    9.3 AUGMENTED DATA DISCOVERY
        TABLE 50 AUGMENTED DATA DISCOVERY: MARKET SIZE, BY REGION,  2014–2019 (USD MILLION)
        TABLE 51 AUGMENTED DATA DISCOVERY: DATA DISCOVERY MARKET SIZE, BY REGION,  2019–2025 (USD MILLION)
    9.4 SEARCH-BASED DATA DISCOVERY
        TABLE 52 SEARCH-BASED DATA DISCOVERY: MARKET SIZE, BY REGION,  2014–2019 (USD MILLION)
        TABLE 53 SEARCH-BASED DATA DISCOVERY: MARKET SIZE,  BY REGION, 2019–2025 (USD MILLION)
    9.5 SELF-SERVICE DATA PREPARATION
        TABLE 54 SELF-SERVICE DATA DISCOVERY: MARKET SIZE, BY REGION, 2014–2019 (USD MILLION)
        TABLE 55 SELF-SERVICE DATA DISCOVERY: MARKET SIZE, BY REGION, 2019–2025 (USD MILLION)

10 DATA DISCOVERY MARKET, BY APPLICATION (Page No. - 131)
     10.1 INTRODUCTION
             10.1.1 APPLICATION: MARKET DRIVERS
             10.1.2 APPLICATION: COVID-19 IMPACT
                    FIGURE 45 SALES AND MARKETING MANAGEMENT APPLICATION TO RECORD HIGHEST CAGR DURING FORECAST PERIOD
                    TABLE 56 MARKET SIZE, BY APPLICATION, 2014–2019 (USD MILLION)
                    TABLE 57 MARKET SIZE, BY APPLICATION, 2019–2025 (USD MILLION)
     10.2 SECURITY AND RISK MANAGEMENT
          TABLE 58 SECURITY AND RISK MANAGEMENT: MARKET SIZE, BY REGION,  2014–2019 (USD MILLION)
          TABLE 59 SECURITY AND RISK MANAGEMENT: MARKET SIZE, BY REGION,  2019–2025 (USD MILLION)
     10.3 SALES AND MARKETING MANAGEMENT
          TABLE 60 SALES AND MARKETING MANAGEMENT: MARKET SIZE, BY REGION, 2014–2019 (USD MILLION)
          TABLE 61 SALES AND MARKETING MANAGEMENT: MARKET SIZE, BY REGION, 2019–2025 (USD MILLION)
     10.4 ASSET MANAGEMENT
          TABLE 62 ASSET MANAGEMENT: MARKET SIZE, BY REGION, 2014–2019 (USD MILLION)
          TABLE 63 ASSET MANAGEMENT: MARKET SIZE, BY REGION, 2019–2025 (USD MILLION)
     10.5 SUPPLY CHAIN MANAGEMENT
          TABLE 64 SUPPLY CHAIN MANAGEMENT: MARKET SIZE, BY REGION,  2014–2019 (USD MILLION)
          TABLE 65 SUPPLY CHAIN MANAGEMENT: MARKET SIZE, BY REGION,  2019–2025 (USD MILLION)
     10.6 OTHER APPLICATIONS
          TABLE 66 OTHER APPLICATIONS: MARKET SIZE, BY REGION, 2014–2019 (USD MILLION)
          TABLE 67 OTHER APPLICATIONS: MARKET SIZE, BY REGION, 2019–2025 (USD MILLION)

11 DATA DISCOVERY MARKET, BY VERTICAL (Page No. - 141)
     11.1 INTRODUCTION
             11.1.1 VERTICAL: MARKET DRIVERS
             11.1.2 VERTICAL: COVID-19 IMPACT
                    FIGURE 46 HEALTHCARE AND LIFE SCIENCES VERTICAL TO RECORD HIGHEST CAGR DURING FORECAST PERIOD
                    TABLE 68 MARKET SIZE, BY VERTICAL, 2014–2019 (USD MILLION)
                    TABLE 69 MARKET SIZE, BY VERTICAL, 2019–2025 (USD MILLION)
     11.2 BANKING, FINANCIAL SERVICES, AND INSURANCE
          TABLE 70 BANKING, FINANCIAL SERVICES, AND INSURANCE: MARKET SIZE,  BY REGION, 2014–2019 (USD MILLION)
          TABLE 71 BANKING, FINANCIAL SERVICES, AND INSURANCE: MARKET SIZE,  BY REGION, 2019–2025 (USD MILLION)
     11.3 GOVERNMENT
          TABLE 72 GOVERNMENT: MARKET SIZE, BY REGION, 2014–2019 (USD MILLION)
          TABLE 73 GOVERNMENT: MARKET SIZE, BY REGION, 2019–2025 (USD MILLION)
     11.4 HEALTHCARE AND LIFE SCIENCES
          TABLE 74 HEALTHCARE AND LIFE SCIENCES: DATA DISCOVERY MARKET SIZE, BY REGION,  2014–2019 (USD MILLION)
          TABLE 75 HEALTHCARE AND LIFE SCIENCES: MARKET SIZE, BY REGION,  2019–2025 (USD MILLION)
     11.5 RETAIL
          TABLE 76 RETAIL: MARKET SIZE, BY REGION, 2014–2019 (USD MILLION)
          TABLE 77 RETAIL: MARKET SIZE, BY REGION,  2019–2025 (USD MILLION)
     11.6 MANUFACTURING
          TABLE 78 MANUFACTURING: MARKET SIZE, BY REGION, 2014–2019 (USD MILLION)
          TABLE 79 MANUFACTURING: MARKET SIZE, BY REGION, 2019–2025 (USD MILLION)
     11.7 MEDIA AND ENTERTAINMENT
          TABLE 80 MEDIA AND ENTERTAINMENT: MARKET SIZE, BY REGION,  2014–2019 (USD MILLION)
          TABLE 81 MEDIA AND ENTERTAINMENT: MARKET SIZE, BY REGION,  2019–2025 (USD MILLION)
     11.8 TELECOMMUNICATIONS AND INFORMATION TECHNOLOGY
          TABLE 82 TELECOMMUNICATIONS AND INFORMATION TECHNOLOGY: MARKET SIZE, BY REGION, 2014–2019 (USD MILLION)
          TABLE 83 TELECOMMUNICATIONS AND INFORMATION TECHNOLOGY: MARKET SIZE, BY REGION, 2019–2025 (USD MILLION)
     11.9 TRANSPORTATION AND LOGISTICS
          TABLE 84 TRANSPORTATION AND LOGISTICS: DATA DISCOVERY MARKET SIZE,  BY REGION,  2014–2019 (USD MILLION)
          TABLE 85 TRANSPORTATION AND LOGISTICS: MARKET SIZE, BY REGION,  2019–2025 (USD MILLION)
     11.10 OTHER VERTICALS
           TABLE 86 OTHER VERTICALS: MARKET SIZE, BY REGION, 2014–2019 (USD MILLION)
           TABLE 87 OTHER VERTICALS: MARKET SIZE, BY REGION, 2019–2025 (USD MILLION)

12 DATA DISCOVERY MARKET, BY REGION (Page No. - 157)
     12.1 INTRODUCTION
          FIGURE 47 INDIA TO REGISTER HIGHEST CAGR DURING FORECAST PERIOD
          FIGURE 48 ASIA PACIFIC TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD
          TABLE 88 MARKET SIZE, BY REGION, 2014–2019 (USD MILLION)
          TABLE 89 MARKET SIZE, BY REGION, 2019–2025 (USD MILLION)
     12.2 NORTH AMERICA
             12.2.1 NORTH AMERICA: MARKET DRIVERS
             12.2.2 NORTH AMERICA: COVID-19 IMPACT
             12.2.3 NORTH AMERICA: REGULATIONS
                        12.2.3.1 Health Insurance Portability and Accountability  Act of 1996
                        12.2.3.2 California Consumer Privacy Act
                        12.2.3.3 Gramm–Leach–Bliley Act
                        12.2.3.4 Health Information Technology for Economic and Clinical Health Act
                                 FIGURE 49 NORTH AMERICA: MARKET SNAPSHOT
                                 TABLE 90 NORTH AMERICA: DATA DISCOVERY MARKET SIZE, BY COMPONENT,  2014–2019 (USD MILLION)
                                 TABLE 91 NORTH AMERICA: MARKET SIZE, BY COMPONENT, 2019–2025 (USD MILLION)
                                 TABLE 92 NORTH AMERICA: MARKET SIZE, BY SERVICE, 2014–2019 (USD MILLION)
                                 TABLE 93 NORTH AMERICA: MARKET SIZE, BY SERVICE, 2019–2025 (USD MILLION)
                                 TABLE 94 NORTH AMERICA: MARKET SIZE, BY PROFESSIONAL SERVICE,  2014–2019 (USD MILLION)
                                 TABLE 95 NORTH AMERICA: MARKET SIZE, BY PROFESSIONAL SERVICE,  2019–2025 (USD MILLION)
                                 TABLE 96 NORTH AMERICA: MARKET SIZE, BY FUNCTIONALITY,  2014–2019 (USD MILLION)
                                 TABLE 97 NORTH AMERICA: MARKET SIZE, BY FUNCTIONALITY,  2019–2025 (USD MILLION)
                                 TABLE 98 NORTH AMERICA: MARKET SIZE, BY ORGANIZATION SIZE,  2014–2019 (USD MILLION)
                                 TABLE 99 NORTH AMERICA: MARKET SIZE, BY ORGANIZATION SIZE,  2019–2025 (USD MILLION)
                                 TABLE 100 NORTH AMERICA: DATA DISCOVERY MARKET SIZE, BY DEPLOYMENT MODE,  2014–2019 (USD MILLION)
                                 TABLE 101 NORTH AMERICA: MARKET SIZE, BY DEPLOYMENT MODE,  2019–2025 (USD MILLION)
                                 TABLE 102 NORTH AMERICA: MARKET SIZE, BY CLOUD TYPE, 2014–2019 (USD MILLION)
                                 TABLE 103 NORTH AMERICA: MARKET SIZE, BY CLOUD TYPE,  2019–2025 (USD MILLION)
                                 TABLE 104 NORTH AMERICA: MARKET SIZE, BY APPLICATION, 2014–2019 (USD MILLION)
                                 TABLE 105 NORTH AMERICA: MARKET SIZE, BY APPLICATION,   2019–2025 (USD MILLION)
                                 TABLE 106 NORTH AMERICA: MARKET SIZE, BY VERTICAL,  2014–2019 (USD MILLION)
                                 TABLE 107 NORTH AMERICA: MARKET SIZE, BY VERTICAL, 2019–2025 (USD MILLION)
                                 TABLE 108 NORTH AMERICA: MARKET SIZE, BY COUNTRY,  2014–2019 (USD MILLION)
                                 TABLE 109 NORTH AMERICA: MARKET SIZE, BY COUNTRY, 2019–2025 (USD MILLION)
             12.2.4 UNITED STATES
             12.2.5 CANADA
     12.3 EUROPE
             12.3.1 EUROPE: DATA DISCOVERY MARKET DRIVERS
             12.3.2 EUROPE: COVID-19 IMPACT
             12.3.3 EUROPE: REGULATIONS
                        12.3.3.1 General Data Protection Regulation
                        12.3.3.2 European Committee for Standardization
                        12.3.3.3 European Technical Standards Institute
                                 TABLE 110 EUROPE: MARKET SIZE, BY COMPONENT, 2014–2019 (USD MILLION)
                                 TABLE 111 EUROPE: MARKET SIZE, BY COMPONENT, 2019–2025 (USD MILLION)
                                 TABLE 112 EUROPE: MARKET SIZE, BY SERVICE,  2014–2019 (USD MILLION)
                                 TABLE 113 EUROPE: MARKET SIZE, BY SERVICE, 2019–2025 (USD MILLION)
                                 TABLE 114 EUROPE: MARKET SIZE, BY PROFESSIONAL SERVICE,  2014–2019 (USD MILLION)
                                 TABLE 115 EUROPE: MARKET SIZE, BY PROFESSIONAL SERVICE,  2019–2025 (USD MILLION)
                                 TABLE 116 EUROPE: MARKET SIZE, BY FUNCTIONALITY, 2014–2019 (USD MILLION)
                                 TABLE 117 EUROPE: MARKET SIZE, BY FUNCTIONALITY,  2019–2025 (USD MILLION)
                                 TABLE 118 EUROPE: DATA DISCOVERY MARKET SIZE, BY ORGANIZATION SIZE, 2014–2019 (USD MILLION)
                                 TABLE 119 EUROPE: MARKET SIZE, BY ORGANIZATION SIZE, 2019–2025 (USD MILLION)
                                 TABLE 120 EUROPE: MARKET SIZE, BY DEPLOYMENT MODE, 2014–2019 (USD MILLION)
                                 TABLE 121 EUROPE: MARKET SIZE, BY DEPLOYMENT MODE, 2019–2025 (USD MILLION)
                                 TABLE 122 EUROPE: MARKET SIZE, BY CLOUD TYPE, 2014–2019 (USD MILLION)
                                 TABLE 123 EUROPE: MARKET SIZE, BY CLOUD TYPE, 2019–2025 (USD MILLION)
                                 TABLE 124 EUROPE: MARKET SIZE, BY APPLICATION, 2014–2019 (USD MILLION)
                                 TABLE 125 EUROPE: MARKET SIZE, BY APPLICATION, 2019–2025 (USD MILLION)
                                 TABLE 126 EUROPE: MARKET SIZE, BY VERTICAL, 2014–2019 (USD MILLION)
                                 TABLE 127 EUROPE: MARKET SIZE, BY VERTICAL, 2019–2025 (USD MILLION)
                                 TABLE 128 EUROPE: MARKET SIZE, BY COUNTRY, 2014–2019 (USD MILLION)
                                 TABLE 129 EUROPE: MARKET SIZE, BY COUNTRY, 2019–2025 (USD MILLION)
             12.3.4 UNITED KINGDOM
             12.3.5 GERMANY
             12.3.6 FRANCE
             12.3.7 REST OF EUROPE
     12.4 ASIA PACIFIC
             12.4.1 ASIA PACIFIC: DATA DISCOVERY MARKET DRIVERS
             12.4.2 ASIA PACIFIC: COVID-19 IMPACT
             12.4.3 ASIA PACIFIC: REGULATIONS
                        12.4.3.1 International Organization for Standardization 27001
                        12.4.3.2 Personal Data Protection Act
                                 FIGURE 50 ASIA PACIFIC: MARKET SNAPSHOT
                                 TABLE 130 ASIA PACIFIC: MARKET SIZE, BY COMPONENT, 2014–2019 (USD MILLION)
                                 TABLE 131 ASIA PACIFIC: MARKET SIZE, BY COMPONENT,  2019–2025 (USD MILLION)
                                 TABLE 132 ASIA PACIFIC: MARKET SIZE, BY SERVICE, 2014–2019 (USD MILLION)
                                 TABLE 133 ASIA PACIFIC: MARKET SIZE, BY SERVICE, 2019–2025 (USD MILLION)
                                 TABLE 134 ASIA PACIFIC: MARKET SIZE, BY PROFESSIONAL SERVICE,  2014–2019 (USD MILLION)
                                 TABLE 135 ASIA PACIFIC: MARKET SIZE, BY PROFESSIONAL SERVICE,  2019–2025 (USD MILLION)
                                 TABLE 136 ASIA PACIFIC: MARKET SIZE, BY FUNCTIONALITY,  2014–2019 (USD MILLION)
                                 TABLE 137 ASIA PACIFIC: MARKET SIZE, BY FUNCTIONALITY,  2019–2025 (USD MILLION)
                                 TABLE 138 ASIA PACIFIC: MARKET SIZE, BY ORGANIZATION SIZE,  2014–2019 (USD MILLION)
                                 TABLE 139 ASIA PACIFIC: DATA DISCOVERY MARKET SIZE, BY ORGANIZATION SIZE,  2019–2025 (USD MILLION)
                                 TABLE 140 ASIA PACIFIC: MARKET SIZE, BY DEPLOYMENT MODE,  2014–2019 (USD MILLION)
                                 TABLE 141 ASIA PACIFIC: MARKET SIZE, BY DEPLOYMENT MODE,  2019–2025 (USD MILLION)
                                 TABLE 142 ASIA PACIFIC: MARKET SIZE, BY CLOUD TYPE, 2014–2019 (USD MILLION)
                                 TABLE 143 ASIA PACIFIC: MARKET SIZE, BY CLOUD TYPE, 2019–2025 (USD MILLION)
                                 TABLE 144 ASIA PACIFIC: MARKET SIZE, BY APPLICATION, 2014–2019 (USD MILLION)
                                 TABLE 145 ASIA PACIFIC: MARKET SIZE, BY APPLICATION, 2019–2025 (USD MILLION)
                                 TABLE 146 ASIA PACIFIC: MARKET SIZE, BY VERTICAL, 2014–2019 (USD MILLION)
                                 TABLE 147 ASIA PACIFIC: MARKET SIZE, BY VERTICAL, 2019–2025 (USD MILLION)
                                 TABLE 148 ASIA PACIFIC: MARKET SIZE, BY COUNTRY, 2014–2019 (USD MILLION)
                                 TABLE 149 ASIA PACIFIC: MARKET SIZE, BY COUNTRY, 2019–2025 (USD MILLION)
             12.4.4 CHINA
             12.4.5 JAPAN
             12.4.6 INDIA
             12.4.7 REST OF ASIA PACIFIC
     12.5 MIDDLE EAST AND AFRICA
             12.5.1 MIDDLE EAST AND AFRICA: DATA DISCOVERY MARKET DRIVERS
             12.5.2 MIDDLE EAST AND AFRICA: COVID-19 EFFECT
             12.5.3 MIDDLE EAST AND AFRICA: REGULATIONS
                        12.5.3.1 Israeli Privacy Protection Regulations (Data Security), 5777-2017
                        12.5.3.2 Cloud Computing Framework
                        12.5.3.3 GDPR Applicability in the Kingdom of Saudi Arabia (KSA)
                        12.5.3.4 Protection of Personal Information Act
                                 TABLE 150 MIDDLE EAST AND AFRICA: MARKET SIZE, BY COMPONENT, 2014–2019 (USD MILLION)
                                 TABLE 151 MIDDLE EAST AND AFRICA: MARKET SIZE, BY COMPONENT, 2020–2025 (USD MILLION)
                                 TABLE 152 MIDDLE EAST AND AFRICA: MARKET SIZE, BY SERVICE,  2014–2019 (USD MILLION)
                                 TABLE 153 MIDDLE EAST AND AFRICA: MARKET SIZE, BY SERVICE,  2019–2025 (USD MILLION)
                                 TABLE 154 MIDDLE EAST AND AFRICA: MARKET SIZE, BY PROFESSIONAL SERVICE, 2014–2019 (USD MILLION)
                                 TABLE 155 MIDDLE EAST AND AFRICA: MARKET SIZE, BY PROFESSIONAL SERVICE, 2019–2025 (USD MILLION)
                                 TABLE 156 MIDDLE EAST AND AFRICA: MARKET SIZE, BY FUNCTIONALITY,  2014–2019 (USD MILLION)
                                 TABLE 157 MIDDLE EAST AND AFRICA: DATA DISCOVERY MARKET SIZE,  BY FUNCTIONALITY,  2019–2025 (USD MILLION)
                                 TABLE 158 MIDDLE EAST AND AFRICA: MARKET SIZE, BY ORGANIZATION SIZE, 2014–2019 (USD MILLION)
                                 TABLE 159 MIDDLE EAST AND AFRICA: MARKET SIZE, BY ORGANIZATION SIZE, 2019–2025 (USD MILLION)
                                 TABLE 160 MIDDLE EAST AND AFRICA: DATA DISCOVERY MARKET SIZE, BY DEPLOYMENT MODE, 2014–2019 (USD MILLION)
                                 TABLE 161 MIDDLE EAST AND AFRICA: MARKET SIZE, BY DEPLOYMENT MODE, 2019–2025 (USD MILLION)
                                 TABLE 162 MIDDLE EAST AND AFRICA: MARKET SIZE, BY CLOUD TYPE,  2014–2019 (USD MILLION)
                                 TABLE 163 MIDDLE EAST AND AFRICA: MARKET SIZE, BY CLOUD TYPE,  2019–2025 (USD MILLION)
                                 TABLE 164 MIDDLE EAST AND AFRICA: MARKET SIZE, BY APPLICATION,  2014–2019 (USD MILLION)
                                 TABLE 165 MIDDLE EAST AND AFRICA: MARKET SIZE, BY APPLICATION,  2019–2025 (USD MILLION)
                                 TABLE 166 MIDDLE EAST AND AFRICA: MARKET SIZE, BY VERTICAL,  2014–2019 (USD MILLION)
                                 TABLE 167 MIDDLE EAST AND AFRICA: MARKET SIZE, BY VERTICAL,  2019–2025 (USD MILLION)
                                 TABLE 168 MIDDLE EAST AND AFRICA: MARKET SIZE,  BY COUNTRY, 2014–2019 (USD MILLION)
                                 TABLE 169 MIDDLE EAST AND AFRICA: MARKET SIZE,  BY COUNTRY, 2020–2025 (USD MILLION)
             12.5.4 KINGDOM OF SAUDI ARABIA
             12.5.5 UNITED ARAB EMIRATES
             12.5.6 SOUTH AFRICA
             12.5.7 REST OF MIDDLE EAST AND AFRICA
     12.6 LATIN AMERICA
             12.6.1 LATIN AMERICA: DATA DISCOVERY MARKET DRIVERS
             12.6.2 LATIN AMERICA: COVID-19 IMPACT
             12.6.3 LATIN AMERICA: REGULATIONS
                        12.6.3.1 Brazil Data Protection Law
                        12.6.3.2 Argentina Personal Data Protection Law No. 25.326
                                 TABLE 170 LATIN AMERICA: MARKET SIZE, BY COMPONENT, 2014–2019 (USD MILLION)
                                 TABLE 171 LATIN AMERICA: MARKET SIZE, BY COMPONENT,  2019–2025 (USD MILLION)
                                 TABLE 172 LATIN AMERICA: MARKET SIZE, BY SERVICE, 2014–2019 (USD MILLION)
                                 TABLE 173 LATIN AMERICA: MARKET SIZE, BY SERVICE, 2019–2025 (USD MILLION)
                                 TABLE 174 LATIN AMERICA: MARKET SIZE, BY PROFESSIONAL SERVICE,  2014–2019 (USD MILLION)
                                 TABLE 175 LATIN AMERICA: MARKET SIZE, BY PROFESSIONAL SERVICE,  2019–2025 (USD MILLION)
                                 TABLE 176 LATIN AMERICA: MARKET SIZE, BY FUNCTIONALITY,  2014–2019 (USD MILLION)
                                 TABLE 177 LATIN AMERICA: MARKET SIZE, BY FUNCTIONALITY, 2019–2025 (USD MILLION)
                                 TABLE 178 LATIN AMERICA: MARKET SIZE, BY ORGANIZATION SIZE,  2014–2019 (USD MILLION)
                                 TABLE 179 LATIN AMERICA: MARKET SIZE, BY ORGANIZATION SIZE, 2019–2025 (USD MILLION)
                                 TABLE 180 LATIN AMERICA: DATA DISCOVERY MARKET SIZE, BY DEPLOYMENT MODE,  2014–2019 (USD MILLION)
                                 TABLE 181 LATIN AMERICA: MARKET SIZE, BY DEPLOYMENT MODE,  2019–2025 (USD MILLION)
                                 TABLE 182 LATIN AMERICA: MARKET SIZE, BY CLOUD TYPE, 2014–2019 (USD MILLION)
                                 TABLE 183 LATIN AMERICA: MARKET SIZE, BY CLOUD TYPE, 2019–2025 (USD MILLION)
                                 TABLE 184 LATIN AMERICA: MARKET SIZE, BY APPLICATION,   2014–2019 (USD MILLION)
                                 TABLE 185 LATIN AMERICA: MARKET SIZE, BY APPLICATION,  2019–2025 (USD MILLION)
                                 TABLE 186 LATIN AMERICA: MARKET SIZE, BY VERTICAL, 2014–2019 (USD MILLION)
                                 TABLE 187 LATIN AMERICA: MARKET SIZE, BY VERTICAL,  2019–2025 (USD MILLION)
                                 TABLE 188 LATIN AMERICA: MARKET SIZE, BY COUNTRY, 2014–2019 (USD MILLION)
                                 TABLE 189 LATIN AMERICA: MARKET SIZE, BY COUNTRY, 2020–2025 (USD MILLION)
             12.6.4 BRAZIL
             12.6.5 MEXICO
             12.6.6 REST OF LATIN AMERICA

13 COMPETITIVE LANDSCAPE (Page No. - 214)
     13.1 OVERVIEW
     13.2 MARKET EVALUATION FRAMEWORK
          FIGURE 51 MARKET EVALUATION FRAMEWORK: PARTNERSHIPS AND EXPANSIONS FROM 2018 AND 2020
     13.3 MARKET SHARE, 2020
          FIGURE 52 MICROSOFT TO LEAD THE DATA DISCOVERY MARKET IN 2020
     13.4 HISTORIC REVENUE ANALYSIS OF KEY MARKET PLAYERS
          FIGURE 53 REVENUE ANALYSIS OF KEY MARKET PLAYERS
     13.5 KEY MARKET DEVELOPMENTS
             13.5.1 NEW PRODUCT LAUNCHES AND PRODUCT ENHANCEMENTS
                    TABLE 190 NEW PRODUCT LAUNCHES AND PRODUCT ENHANCEMENTS, 2018–2020
             13.5.2 BUSINESS EXPANSIONS
                    TABLE 191 BUSINESS EXPANSIONS, 2019-2020
             13.5.3 MERGERS AND ACQUISITIONS
                    TABLE 192 MERGERS AND ACQUISITIONS, 2018–2020
             13.5.4 PARTNERSHIPS, AGREEMENTS, CONTRACTS, AND COLLABORATIONS
                    TABLE 193 PARTNERSHIPS, AGREEMENTS, CONTRACTS, AND COLLABORATIONS, 2018–2020
     13.6 COMPANY EVALUATION MATRIX DEFINITIONS AND METHODOLOGY
          FIGURE 54 RANKING OF KEY PLAYERS, 2020
     13.7 COMPANY EVALUATION MATRIX, 2020
             13.7.1 STAR
             13.7.2 EMERGING LEADERS
             13.7.3 PERVASIVE
             13.7.4 PARTICIPANTS
                    FIGURE 55 DATA DISCOVERY MARKET (GLOBAL), COMPANY EVALUATION MATRIX, 2020
             13.7.5 STRENGTH OF PRODUCT PORTFOLIO FOR TOP PLAYERS IN MARKET
                    FIGURE 56 PRODUCT PORTFOLIO ANALYSIS OF TOP PLAYERS IN MARKET
             13.7.6 BUSINESS STRATEGY EXCELLENCE FOR TOP PLAYERS IN MARKET
                    FIGURE 57 BUSINESS STRATEGY EXCELLENCE FOR TOP PLAYERS IN MARKET
     13.8 STARTUP/SME COMPANY EVALUATION MATRIX, 2020
             13.8.1 PROGRESSIVE COMPANIES
             13.8.2 RESPONSIVE COMPANIES
             13.8.3 DYNAMIC COMPANIES
             13.8.4 STARTING BLOCKS
                    FIGURE 58 DATA DISCOVERY MARKET (GLOBAL), STARTUP/SME COMPANY EVALUATION MATRIX, 2020
             13.8.5 STRENGTH OF PRODUCT PORTFOLIOS FOR STARTUPS IN THE MARKET
                    FIGURE 59 PRODUCT PORTFOLIO ANALYSIS OF TOP STARTUPS IN MARKET
             13.8.6 BUSINESS STRATEGY EXCELLENCE FOR STARTUPS IN MARKET
                    FIGURE 60 BUSINESS STRATEGY EXCELLENCE OF TOP STARTUPS IN MARKET

14 COMPANY PROFILES (Page No. - 229)
     14.1 INTRODUCTION
(Business Overview, Solutions and Services Offered, Recent Developments, MNM View, Key Strengths/Right to Win, Strategic Choices Made, and Weakness and Competitive Threats)*
     14.2 IBM
          FIGURE 61 IBM: COMPANY SNAPSHOT
     14.3 MICROSOFT
          FIGURE 62 MICROSOFT: COMPANY SNAPSHOT
     14.4 ORACLE
          FIGURE 63 ORACLE: COMPANY SNAPSHOT
     14.5 SALESFORCE
          FIGURE 64 SALESFORCE: COMPANY SNAPSHOT
     14.6 SAS INSTITUTE
          FIGURE 65 SAS INSTITUTE: COMPANY SNAPSHOT
     14.7 GOOGLE
          FIGURE 66 GOOGLE: COMPANY SNAPSHOT
     14.8 AMAZON WEB SERVICES (AWS)
          FIGURE 67 AWS: COMPANY SNAPSHOT
     14.9 MICROSTRATEGY
          FIGURE 68 MICROSTRATEGY: COMPANY SNAPSHOT
     14.10 MICRO FOCUS
           FIGURE 69 MICRO FOCUS: COMPANY SNAPSHOT
     14.11 THALES
           FIGURE 70 THALES: COMPANY SNAPSHOT
     14.12 CLOUDERA
           FIGURE 71 CLOUDERA: COMPANY SNAPSHOT
     14.13 ALTERYX
           FIGURE 72 ALTERYX: COMPANY SNAPSHOT
     14.14 PKWARE
     14.15 SPIRION
     14.16 EGNYTE
     14.17 NETWRIX
     14.18 VARONIS
     14.19 DIGITAL GUARDIAN
     14.20 STARTUP/SME PROFILES
             14.20.1 NIGHTFALL
             14.20.2 SECURITI
             14.20.3 DATAGRAIL
             14.20.4 DATHENA
             14.20.5 BIGID
             14.20.6 EXPLORIUM
             14.20.7 1TOUCH.IO
             14.20.8 CONGRUITY360
             14.20.9 CONCENTRIC

*Details on Business Overview, Solutions and Services Offered, Recent Developments, MNM View, Key Strengths/Right to Win, Strategic Choices Made, and Weakness and Competitive Threats might not be captured in case of unlisted companies.

15 ADJACENT AND RELATED MARKETS (Page No. - 290)
     15.1 INTRODUCTION
     15.2 BUSINESS INTELLIGENCE MARKET - GLOBAL FORECAST 2025
             15.2.1 MARKET DEFINITION
             15.2.2 MARKET OVERVIEW
                        15.2.2.1 Business intelligence market, by component
                                 TABLE 194 BUSINESS INTELLIGENCE MARKET SIZE, BY COMPONENT, 2016–2019 (USD MILLION)
                                 TABLE 195 BUSINESS INTELLIGENCE MARKET SIZE, BY COMPONENT,  2019–2025 (USD MILLION)
                        15.2.2.2 Business intelligence market, by deployment mode
                                 TABLE 196 BUSINESS INTELLIGENCE MARKET SIZE, BY DEPLOYMENT MODE, 2016–2019 (USD MILLION)
                                 TABLE 197 BUSINESS INTELLIGENCE MARKET SIZE, BY DEPLOYMENT MODE, 2019–2025 (USD MILLION)
                        15.2.2.3 Business intelligence market, by organization size
                                 TABLE 198 BUSINESS INTELLIGENCE MARKET SIZE, BY ORGANIZATION SIZE, 2016–2019 (USD MILLION)
                                 TABLE 199 BUSINESS INTELLIGENCE MARKET SIZE, BY ORGANIZATION SIZE, 2019–2025 (USD MILLION)
                        15.2.2.4 Business intelligence market, by business function
                                 TABLE 200 BUSINESS INTELLIGENCE MARKET SIZE, BY BUSINESS FUNCTION, 2016–2019 (USD MILLION)
                                 TABLE 201 BUSINESS INTELLIGENCE MARKET SIZE, BY BUSINESS FUNCTION, 2019–2025 (USD MILLION)
                        15.2.2.5 Business intelligence market, by industry vertical
                                 TABLE 202 BUSINESS INTELLIGENCE MARKET SIZE, BY INDUSTRY VERTICAL,  2016–2019 (USD MILLION)
                                 TABLE 203 BUSINESS INTELLIGENCE MARKET SIZE, BY INDUSTRY VERTICAL,  2019–2025 (USD MILLION)
                        15.2.2.6 Business intelligence market, by region
                                 TABLE 204 BUSINESS INTELLIGENCE MARKET SIZE, BY REGION,  2016–2019 (USD MILLION)
                                 TABLE 205 BUSINESS INTELLIGENCE MARKET SIZE, BY REGION, 2019–2025 (USD MILLION)
     15.3 DATA CLASSIFICATION MARKET - GLOBAL FORECAST TO 2023
             15.3.1 MARKET DEFINITION
             15.3.2 MARKET OVERVIEW
                    TABLE 206 GLOBAL DATA CLASSIFICATION MARKET SIZE AND GROWTH RATE, 2016–2023 (USD MILLION, Y-O-Y %)
                        15.3.2.1 Data classification market, by component
                                 TABLE 207 DATA CLASSIFICATION MARKET SIZE, BY COMPONENT, 2016–2023 (USD MILLION)
                        15.3.2.2 Data classification market, by methodology
                                 TABLE 208 DATA CLASSIFICATION MARKET SIZE, BY METHODOLOGY, 2016–2023 (USD MILLION)
                        15.3.2.3 Data classification market, by application
                                 TABLE 209 DATA CLASSIFICATION MARKET SIZE, BY APPLICATION, 2016–2023 (USD MILLION)
                        15.3.2.4 Data classification market, by vertical
                                 TABLE 210 DATA CLASSIFICATION MARKET SIZE, BY VERTICAL, 2016–2023 (USD MILLION)
                        15.3.2.5 Data classification market, by region
                                 TABLE 211 DATA CLASSIFICATION MARKET SIZE, BY REGION, 2016–2023 (USD MILLION)

16 APPENDIX (Page No. - 300)
     16.1 INDUSTRY EXPERTS
     16.2 DISCUSSION GUIDE
     16.3 KNOWLEDGE STORE: MARKETSANDMARKETS’  SUBSCRIPTION PORTAL
     16.4 AVAILABLE CUSTOMIZATIONS
     16.5 RELATED REPORTS
     16.6 AUTHOR DETAILS

The study involved four major activities in estimating the current market size of data discovery market. Extensive secondary research was done to collect information on the market, peer market, and parent market. The next step was to validate these findings, assumptions, and sizing with industry experts across the value chain through primary research. Both top-down and bottom-up approaches were used to estimate the total market size. After that, the market breakup and data triangulation procedures were used to estimate the market size of the segments and subsegments of the data discovery market.

Secondary Research

In the secondary research process, various secondary sources, such as Information Discovery and Delivery, Journal of Data Mining and Knowledge Discovery, and Data Science Journal, have been referred to for identifying and collecting information for this study. Secondary sources included annual reports; press releases & investor presentations of companies; whitepapers, certified publications, and articles by recognized authors; gold standard and silver standard websites; Research and Development (R&D) organizations; regulatory bodies; and databases.

Primary Research

Various primary sources from both supply and demand sides were interviewed to obtain qualitative and quantitative information on the market. The primary sources from the supply side included various industry experts, including Chief X Officers (CXOs); Vice Presidents (VPs); directors from business development, marketing, and product development/innovation teams; related key executives from data discovery solution vendors, system integrators, professional service providers, industry associations, and consultants; and key opinion leaders. All possible parameters that affect the market covered in this research study have been accounted for, viewed in extensive detail, verified through primary research, and analyzed to get the final quantitative and qualitative data.

The following is the breakup of primary profiles:

Data Discovery Market Size, and Share

To know about the assumptions considered for the study, download the pdf brochure

Market Size Estimation

Both top-down and bottom-up approaches were used to estimate and validate the total size of the data discovery market. The top-down approach was used to derive the revenue contribution of top vendors and their offerings in the market. The bottom-up approach was used to arrive at the overall market size of the global market using key companies’ revenue and their offerings in the market. The research methodology used to estimate the market size includes the following:

  • The key players in the market were identified through extensive secondary research.
  • The market size, in terms of value, was determined through primary and secondary research processes.
  • All percentages, shares, and breakups were determined using secondary sources and verified through primary sources.

Data Triangulation

After arriving at the overall market size using the market size estimation processes as explained above, the market was split into several segments and subsegments. To complete the overall market engineering process and arrive at the exact statistics of each market segment and subsegment, data triangulation, and market breakup procedures were employed, wherever applicable. The overall market size was then used in the top-down procedure to estimate the size of other individual markets via percentage splits of the market segmentation.

Report Objectives

  • To define, describe, and forecast the data discovery market by component (solutions and services), organization size, deployment mode, application, functionality, vertical, and region
  • To provide detailed information about the major factors (drivers, restraints, opportunities, and industry-specific challenges) influencing the market growth
  • To analyze the opportunities in the market and provide details of the competitive landscape for stakeholders and market leaders
  • To forecast the market size of segments with respect to five main regions: North America, Europe, Asia Pacific (APAC), Middle East and Africa (MEA), and Latin America
  • To profile the key players and comprehensively analyze their market rankings and core competencies
  • To analyze competitive developments, such as partnerships, new product launches, and mergers and acquisitions, in the data discovery market
  • To analyze the impact of the COVID-19 pandemic on the data discovery market

Available customizations

With the given market data, MarketsandMarkets offers customizations as per the company’s specific needs. The following customization options are available for the report:

Product analysis

  • Product matrix provides a detailed comparison of the product portfolio of each company

Geographic analysis

  • Further breakup of the North American data discovery market
  • Further breakup of the European market
  • Further breakup of the APAC market
  • Further breakup of the Latin American market
  • Further breakup of the MEA market

Company information

  • Detailed analysis and profiling of additional market players up to 5
COVID-19

Get in-depth analysis of the COVID-19 impact on the Data Discovery Market

Benchmarking the rapid strategy shifts of the Top 100 companies in the Data Discovery Market

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Adjacent Markets

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Competitive Landscape

 
 
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Report Code
TC 4867
Published ON
Jan, 2021
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