Data Warehouse as a Service Market

Data Warehouse as a Service Market with COVID-19 Impact by Application (Customer Analytics, Business Intelligence, Operational Analytics, Predictive Analytics), Vertical, Deployment Model, Type(EDWaaS & ODS), & Organization Size - Global Forecast to 2026

Report Code: TC 6844 Aug, 2021, by marketsandmarkets.com

[259 Pages Report] The global Data Warehouse as a Service (DWaaS) market size is expected to grow at a Compound Annual Growth Rate (CAGR) of 22.3% during the forecast period, to reach USD 12.9 billion by 2026 from USD 4.7 billion in 2021. Key factors that are expected to drive the growth of the market are the increasing role of business intelligence and data analytics in the enterprise management, growing dependence on data-driven decision-making to improve business performance, and requirement of regulatory governance and security.

The DWaaS market is growing due to the presence of large number of global vendors in the market. The major factors that are driving the adoption of DWaaS model among the enterprises as well as SMEs across various verticals including BFSI, energy and utilities, government and public sector, healthcare and life sciences, IT and ITeS, manufacturing, media and entertainment, retail and consumer goods, telecommunications, and others due to significant adoption of cloud services and digital transformation. Developing countries across APAC and MEA are expected to offer more opportunities for vendors in the market. The recent economic slowdown with the impact of COVID-19 emphasizes the need for alternate business systems. It has become important for businesses to embrace cloud computing and migrate to cloud data warehouses. This will help organizations to have a stable business condition in the short term while targeting continued growth and expansion in the long run. Organizations across different verticals are leveraging data warehouse services due to various advantages including higher availability, low latency, scalability, and enterprise-grade security.

Data Warehouse as a Service Market

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

COVID-19 impact analysis on the global data warehouse as service management market

The impact of the COVID-19 pandemic on the market is covered throughout the report. The pandemic has had a positive impact on the DWaaS market. The COVID-19 pandemic and the proliferation of remote work environments have created new complex barriers for businesses to overcome. The recent economic slowdown with the impact of COVID-19 emphasizes the need for alternate business systems. It has become important for businesses to embrace cloud computing and migrate to cloud data warehouses. This will help organizations to have a stable business condition in the short term while targeting continued growth and expansion in the long run. Organizations across different verticals are leveraging data warehouse services due to various advantages including higher availability, low latency, scalability, and enterprise-grade security.

Market Dynamics

Driver: Increasing role of business intelligence and data analytics in enterprise management

Business intelligence and analytics are not possible without a data warehouse system in place. Business intelligence is the ability to answer complex questions and these insights can be used for informed decision making. In business intelligence, a data warehouse serves as a backbone for storage. Business intelligence includes three activities including data wrangling, data analysis, and data storage. The emergence of cloud services has led to increasing BI adoption. The major functionalities in a BI solution are dashboard, data visualization, BI/OLAP tools, and analytics. The exponential growth of data demands excellent data analytics to derive meaningful insights. To assist organizations with improved data categories and reporting, BI tools are heavily utilized. Thus, the increasing utilization of BI tools is driving the demand for data warehouse services in the market.

Restraint: Lack of resources and expertise

Several companies are heavily investing in emerging technologies including cloud computing and big data analytics to modernize the enterprise data structure, which is driving the demand for a skilled workforce. The World Economic Forum estimates that about 54% of employees will require reskilling by 2022. The study suggests that countries should increase public and private investments in the three major areas including people reskilling; rules and regulations related to work and sectors such as education, digital, and transport infrastructure; thus, more specialized skills companies will successfully adopt digital technologies.

Hiring and training employees are critical activities in the adoption of data warehouse services. Several organizations find it difficult to hire new employees due to budget constraints and the training of existing employees also incurs costs. A data warehouse is one of the most complex systems to implement on the cloud, which is not possible without the availability of the right knowledge and skills. To run a successful cloud data warehouse, companies require people with knowledge of cloud architecture, technical understanding of integrating data systems, and understanding of cloud security and governance. Thus, the lack of skilled resources is likely to affect the demand for data warehouse services in the market.

Opportunity: Rapid deployment of large-scale cloud data warehouses

With the ever-increasing data volumes and complexity levels in the present IT infrastructure, organizations are looking for ways to focus on business functioning rather than the IT infrastructure. Advancements in cloud-based infrastructure are encouraging companies to shift their critical business activities to the cloud, including the adoption of cloud-based data marts and data warehouses. Currently, cloud data storage accounts for 45% of organization data, and by Q2 2021, the number could grow by 53%. Cloud data warehouses can be a game-changer as they support business intelligence tools to correctly structure the data and provide accurate business insights. The recent economic slowdown with the impact of COVID-19 emphasizes the need for alternate business systems. It has become important for businesses to embrace cloud computing and migrate to cloud data warehouses. This will help organizations to have a stable business condition in the short term while targeting continued growth and expansion in the long run.

Challenge: Lack of proper structure of access control

Defining the structure of access control is extremely important while dealing with data warehouses. In most cases, businesses are unable to decide which department and users must have access to the data warehouse. Not balancing users and granting permissions result in an extensive load on the system, which creates bottlenecks that cannot be avoided. The lack of proper access control can open up sensitive information, which can be accessed by unauthorized users, thereby resulting in a major loss to the business growth. Thus, a defined system for access control is necessary for the deployment of data warehouses.

Operational data storage segment to grow at a higher CAGR during the forecast period.

The market for operational data storage is expected to grow at a higher CAGR during the forecast period. The growth is mainly attributed to the increasing demand for real-time data analytics and reporting. The implementation of ODS in an enterprise complements the existing data infrastructure and supports the current and future needs of the enterprise. In addition, the growing use of AI in data warehouses is likely to provide future growth opportunities for the ODS segment. Companies operating in the DWaaS market provide advanced solutions to meet the rapid growth of data volumes and to adhere to regulatory compliance mandates.

The public cloud segment to hold the largest market share in 2021.

The DWaaS market is segmented by deployment type into public and private cloud. The public cloud segment account for a higher share of the DWaaS market during the forecast period due to increasing investments in mobility, collaboration and other remote working technology and infrastructure.

Healthcare and life sciences vertical to grow at a higher CAGR during the forecast period.

Healthcare and life sciences is one of the fastest-growing verticals as the industry is undergoing extensive development, with advancements in technologies, thereby enhancing the overall industry vertical. The quality of information and the interest toward quality medicinal administrations have turned out to be progressively imperative. Initially, owing to data complexities and a variety of medical cum clinical data, the adoption of DWaaS solutions in the healthcare sector was comparatively slow. However, over the past years, the increase in the usage of DWaaS solutions has proved to be handy in administrative and clinical areas. The vast amounts of data generated over the years have been used in a variety of areas, right from enhancing patient health to pharmaceuticals testing.

Data Warehouse as a Service Market by Region

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

Asia Pacific (APAC) to grow at the highest CAGR during the forecast period

There is an increasing demand for DWaaS, which is cloud-driven and cloud-supported, in the APAC region, thereby resulting in increasing investments and technological advancements across various industries. BFSI is one of the biggest industry verticals in the APAC region, followed by manufacturing, and retail, and e-commerce. Due to the global competition, lower operational costs and higher productivity have become major concerns for local manufacturers, which need to be addressed immediately to stay competitive in the market. Companies in this region continue to focus on improving their customer service to drive competitive differentiation and revenue growth. This is pushing companies to explore hosted and cloud alternatives for on-premises-based DWaaS solutions. China, Japan, and Australia and New Zealand (ANZ) are the leading countries in terms of the adoption of the data warehouse services in the region.

Key Players

The DWaaS 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 DWaaS market comprises major providers, such as AWS(US), IBM(US), Microsoft(US), Google(US), Oracle(US), SAP(Germany), Snowflake(US), Micro Focus(UK), Teradata(US), 1010Data(US), Cloudera(US), Pivotal(US), Yellowbrick(US), Veeva Systems(US), Actian(US), Marklogic(US), Netavis Software(Austria), Solver(US), Accur8 Software(US), AtScale(US), Panoply(US), SingleStore(US), and Transwarp(China).

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Scope of the Report

Report Metric

Details

Market size available for years

2016–2026

Base year considered

2020

Forecast period

2021–2026

Forecast units

Million (USD)

Segments covered

By Application (Customer Analytics, Business Intelligence, Operational Analytics, Predictive Analytics), Vertical, Deployment Model, Type (EDWaaS & ODS) & Organization Size

Geographies covered

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

Companies covered

AWS(US), IBM(US), Microsoft(US), Google(US), Oracle(US), SAP(Germany), Snowflake(US), Micro Focus(UK), Teradata(US), 1010Data(US), Cloudera(US), Pivotal(US), Yellowbrick(US), Veeva Systems(US), Actian(US), Marklogic(US), Netavis Software(Austria), Solver(US), Accur8 Software(US), AtScale(US), Panoply(US), SingleStore(US), and Transwarp(China).

This research report of DWaaS market based on application, vertical, deployment model, type, and organization size.

Based on the Application:

  • Business Intelligence
  • Customer Analytics
  • Data Modernization
  • Operational Analytics
  • Predictive Analytics

Based on the Type:

  • Enterprise DWaaS
  • Operational data storage

Based on the Deployment Model:

  • Public cloud
  • Private cloud

Based on the Organization Size:

  • Large Enterprises
  • SMEs

Based on the Vertical:

  • BFSI
  • Energy and utilities
  • Government and public sector
  • Healthcare and life sciences
  • IT and ITeS
  • Manufacturing
  • Media and Entertainment
  • Retail and consumer goods
  • Telecommunications
  • Others

Based on the Region:

  • North America
    • US
    • Canada
  • Europe
    • UK
    • Germany
    • France
    • Rest of Europe
  • APAC
    • China
    • Japan
    • Australia and New Zealand
    • Rest of APAC
  • MEA
    • Saudi Arabia
    • UAE
    • South Africa
    • Rest of MEA
  • Latin America
    • Brazil
    • Mexico
    • Rest of Latin America

Recent Developments

  • In February 2021, AWS introduced the Amazon redshift query editor that supports clusters with enhanced VPC routing. The query editor supports all node types and the query time-out limit increased from 10 minutes to 24 hours to queries with longer run times.
  • In May 2021, WPP announced a partnership with Microsoft to creatively transform content production with the launch of cloud studio.
  • In March 2020, Google launched the Google AI cloud platform to provide a way to deploy robust machine learning pipelines.

Frequently Asked Questions (FAQ):

To speak to our analyst for a discussion on the above findings, click Speak to Analyst

TABLE OF CONTENTS

1 INTRODUCTION (Page No. - 38)
    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 GLOBAL ECONOMY
    1.4 STUDY OBJECTIVES
    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. - 48)
    2.1 RESEARCH DATA
           FIGURE 6 DATA WAREHOUSE AS A SERVICE MARKET: RESEARCH DESIGN
           2.1.1 SECONDARY DATA
           2.1.2 PRIMARY DATA
                    2.1.2.1 Breakup of primary profiles
                               FIGURE 7 BREAKUP OF PRIMARY INTERVIEWS: BY COMPANY TYPE, DESIGNATION, AND REGION
                    2.1.2.2 Key industry insights
    2.2 MARKET BREAKUP AND DATA TRIANGULATION
           FIGURE 8 DATA TRIANGULATION
    2.3 MARKET SIZE ESTIMATION
           FIGURE 9 DATA WAREHOUSE AS A SERVICE MARKET: TOP-DOWN AND BOTTOM-UP APPROACHES
           FIGURE 10 MARKET SIZE ESTIMATION METHODOLOGY – APPROACH 1 (SUPPLY SIDE): REVENUE OF SERVICES FROM VENDORS
           FIGURE 11 MARKET SIZE ESTIMATION METHODOLOGY: BOTTOM-UP APPROACH (SUPPLY SIDE): COLLECTIVE REVENUE OF VENDORS
           FIGURE 12 MARKET SIZE ESTIMATION METHODOLOGY – (SUPPLY SIDE): CAGR PROJECTIONS FROM SUPPLY SIDE
           FIGURE 13 MARKET SIZE ESTIMATION METHODOLOGY – APPROACH 2 (DEMAND SIDE): REVENUE GENERATED FROM VERTICALS (1/2)
           FIGURE 14 MARKET SIZE ESTIMATION METHODOLOGY – APPROACH 2 (DEMAND SIDE): REVENUE GENERATED FROM VERTICALS (2/2)
    2.4 MARKET FORECAST
           TABLE 2 FACTOR ANALYSIS
    2.5 RESEARCH ASSUMPTIONS
    2.6 STUDY LIMITATIONS

3 EXECUTIVE SUMMARY (Page No. - 60)
    FIGURE 15 DATA WAREHOUSE AS A SERVICE MARKET: GLOBAL SNAPSHOT
    FIGURE 16 MARKET: TOP GROWING SEGMENTS
    FIGURE 17 CUSTOMER ANALYTICS SEGMENT TO HOLD LARGEST MARKET SIZE DURING FORECAST PERIOD
    FIGURE 18 PUBLIC CLOUD SEGMENT TO HOLD LARGEST MARKET SIZE DURING FORECAST PERIOD
    FIGURE 19 TOP VERTICALS IN MARKET
    FIGURE 20 MARKET: REGIONAL SNAPSHOT

4 PREMIUM INSIGHTS (Page No. - 65)
    4.1 ATTRACTIVE GROWTH OPPORTUNITIES IN DATA WAREHOUSE AS A SERVICE MARKET
           FIGURE 21 FOCUS ON IMPROVING CUSTOMER EXPERIENCE AND SIMPLIFYING INFORMATION TECHNOLOGY OPERATIONS WORKFLOW TO DRIVE ADOPTION OF DATA WAREHOUSE AS A SERVICE
    4.2 MARKET, BY APPLICATION, 2021 VS. 2026
           FIGURE 22 CUSTOMER ANALYTICS SEGMENT TO HOLD LARGEST MARKET SHARE DURING FORECAST PERIOD
    4.3 MARKET, BY DEPLOYMENT MODEL, 2021
           FIGURE 23 PUBLIC CLOUD SEGMENT TO HOLD LARGER MARKET SHARE IN 2021
    4.4 MARKET, BY ORGANIZATION SIZE, 2021
           FIGURE 24 LARGE ENTERPRISES SEGMENT TO HOLD LARGER MARKET SHARE IN 2021
    4.5 MARKET, BY VERTICAL, 2021 VS. 2026
           FIGURE 25 BFSI VERTICAL TO HOLD LARGEST MARKET SHARE DURING FORECAST PERIOD
    4.6 DATA WAREHOUSE AS A SERVICE MARKET: REGIONAL SCENARIO, 2021–2026
           FIGURE 26 ASIA PACIFIC TO EMERGE AS BEST MARKET FOR INVESTMENTS IN NEXT FIVE YEARS

5 MARKET OVERVIEW AND INDUSTRY TRENDS (Page No. - 69)
    5.1 INTRODUCTION
    5.2 MARKET DYNAMICS
           FIGURE 27 DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES
           5.2.1 DRIVERS
                    5.2.1.1 Increasing role of business intelligence and data analytics in enterprise management
                    5.2.1.2 Growing dependence on data-driven decision making to improve business performance
                    5.2.1.3 Requirement for regulatory governance and security
           5.2.2 RESTRAINTS
                    5.2.2.1 Lack of resources and expertise
                               FIGURE 28 PROJECTED SPENDING ON TECHNOLOGIES BY PROPORTION OF COMPANY REVENUE BY 2022
                    5.2.2.2 High cost of implementation and complexity in utilizing data warehouse services
                               FIGURE 29 CHALLENGES IN ADOPTION OF CLOUD SERVICES
           5.2.3 OPPORTUNITIES
                    5.2.3.1 Rapid deployment of large-scale cloud data warehouses
                               FIGURE 30 TOP CLOUD INITIATIVES IN 2020
                    5.2.3.2 Rise in adoption of virtual data warehousing to speed up data access process
           5.2.4 CHALLENGES
                    5.2.4.1 Lack of proper structure for access control
                    5.2.4.2 Ensuring acceptable data quality
    5.3 CASE STUDY ANALYSIS
           5.3.1 CASE STUDY 2: REAL-TIME ANALYTICS TO IMPROVE DATA GOVERNANCE
           5.3.2 CASE STUDY: 3 ACCELERATED BUSINESS INSIGHTS
    5.4 TECHNOLOGICAL ANALYSIS
           5.4.1 ARTIFICIAL INTELLIGENCE AND MACHINE LEARNING
           5.4.2 CLOUD COMPUTING
           5.4.3 BIG DATA AND ANALYTICS
    5.5 PATENT ANALYSIS
           FIGURE 31 NUMBER OF PATENTS PUBLISHED
           FIGURE 32 TOP FIVE PATENT OWNERS
           TABLE 3 TOP TEN PATENT OWNERS (US)
    5.6 COVID-19-DRIVEN MARKET DYNAMICS
           5.6.1 DRIVERS AND OPPORTUNITIES
           5.6.2 RESTRAINTS AND CHALLENGES
    5.7 PORTER’S FIVE FORCES ANALYSIS
           FIGURE 33 DWAAS MARKET: PORTER’S FIVE FORCES ANALYSIS
           TABLE 4 DWAAS MARKET: PORTER’S FIVE FORCES ANALYSIS
           5.7.1 THREAT OF NEW ENTRANTS
           5.7.2 THREAT OF SUBSTITUTES
           5.7.3 BARGAINING POWER OF SUPPLIERS
           5.7.4 BARGAINING POWER OF BUYERS
           5.7.5 INTENSITY OF COMPETITIVE RIVALRY
    5.8 PRICING ANALYSIS
           TABLE 5 PRICING ANALYSIS OF DATA WAREHOUSE SERVICE PROVIDERS
    5.9 ECOSYSTEM
           TABLE 6 DATA WAREHOUSE AS A SERVICE MARKET: ECOSYSTEM
           FIGURE 34 MARKET: ECOSYSTEM
    5.10 VALUE CHAIN ANALYSIS
           FIGURE 35 MARKET: VALUE CHAIN

6 DATA WAREHOUSE AS A SERVICE MARKET, BY APPLICATION (Page No. - 85)
    6.1 INTRODUCTION
           FIGURE 36 CUSTOMER ANALYTICS SEGMENT EXPECTED TO REGISTER LARGEST MARKET SIZE IN 2026
           6.1.1 APPLICATIONS: MARKET DRIVERS
           6.1.2 APPLICATIONS: COVID-19 IMPACT
                    TABLE 7 CE MARKET SIZE, BY APPLICATION, 2016–2020 (USD MILLION)
                    TABLE 8 MARKET SIZE, BY APPLICATION, 2021–2026 (USD MILLION)
    6.2 BUSINESS INTELLIGENCE
           TABLE 9 BUSINESS INTELLIGENCE: MARKET SIZE, BY REGION, 2016–2020 (USD MILLION)
           TABLE 10 BUSINESS INTELLIGENCE: MARKET SIZE, BY REGION, 2021–2026 (USD MILLION)
    6.3 CUSTOMER ANALYTICS
           TABLE 11 CUSTOMER ANALYTICS: MARKET SIZE, BY REGION, 2016–2020 (USD MILLION)
           TABLE 12 CUSTOMER ANALYTICS: MARKET SIZE, BY REGION, 2021–2026 (USD MILLION)
    6.4 DATA MODERNIZATION
           TABLE 13 DATA MODERNIZATION: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY REGION, 2016–2020 (USD MILLION)
           TABLE 14 DATA MODERNIZATION: MARKET SIZE, BY REGION, 2021–2026 (USD MILLION)
    6.5 OPERATIONAL ANALYTICS
           TABLE 15 OPERATIONAL ANALYTICS: MARKET SIZE, BY REGION, 2016–2020 (USD MILLION)
           TABLE 16 OPERATIONAL ANALYTICS: MARKET SIZE, BY REGION, 2021–2026 (USD MILLION)
    6.6 PREDICTIVE ANALYTICS
           TABLE 17 PREDICTIVE ANALYTICS: MARKET SIZE, BY REGION, 2016–2020 (USD MILLION)
           TABLE 18 PREDICTIVE ANALYTICS: MARKET SIZE, BY REGION, 2021–2026 (USD MILLION)

7 DATA WAREHOUSE AS A SERVICE MARKET, BY TYPE (Page No. - 94)
    7.1 INTRODUCTION
           FIGURE 37 MARKET FOR OPERATIONAL DATA STORAGE SEGMENT EXPECTED TO GROW AT HIGHER CAGR DURING FORECAST PERIOD
           7.1.1 TYPE: MARKET DRIVERS
           7.1.2 TYPE: COVID-19 IMPACT
                    TABLE 19 MARKET SIZE, BY TYPE,  2016–2020 (USD MILLION)
                    TABLE 20 MARKET SIZE, BY TYPE, 2021–2026 (USD MILLION)
    7.2 ENTERPRISE DATA WAREHOUSE AS A SERVICE
           TABLE 21 ENTERPRISE DATA WAREHOUSE AS A SERVICE: MARKET SIZE, BY REGION, 2016–2020 (USD MILLION)
           TABLE 22 ENTERPRISE DATA WAREHOUSE AS A SERVICE: MARKET SIZE, BY REGION, 2021–2026 (USD MILLION)
    7.3 OPERATIONAL DATA STORAGE
           TABLE 23 OPERATIONAL DATA STORAGE: MARKET SIZE, BY REGION, 2016–2020 (USD MILLION)
           TABLE 24 OPERATIONAL DATA STORAGE: MARKET SIZE, BY REGION, 2021–2026 (USD MILLION)

8 DATA WAREHOUSE AS A SERVICE MARKET, BY DEPLOYMENT MODEL (Page No. - 99)
    8.1 INTRODUCTION
           FIGURE 38 PUBLIC CLOUD DEPLOYMENT MODEL TO ACCOUNT FOR LARGER MARKET SIZE DURING FORECAST PERIOD
           8.1.1 DEPLOYMENT MODEL: MARKET DRIVERS
           8.1.2 DEPLOYMENT MODEL: COVID-19 IMPACT
                    TABLE 25 MARKET SIZE, BY DEPLOYMENT MODEL, 2016–2020 (USD MILLION)
                    TABLE 26 MARKET SIZE, BY DEPLOYMENT MODEL, 2021–2026 (USD MILLION)
    8.2 PUBLIC CLOUD
           TABLE 27 PUBLIC CLOUD: MARKET SIZE, BY REGION, 2016–2020 (USD MILLION)
           TABLE 28 PUBLIC CLOUD: MARKET SIZE, BY REGION, 2021–2026 (USD MILLION)
    8.3 PRIVATE CLOUD
           TABLE 29 PRIVATE CLOUD: MARKET SIZE, BY REGION, 2016–2020 (USD MILLION)
           TABLE 30 PRIVATE CLOUD: MARKET SIZE, BY REGION, 2021–2026 (USD MILLION)

9 DATA WAREHOUSE AS A SERVICE MARKET, BY ORGANIZATION SIZE (Page No. - 104)
    9.1 INTRODUCTION
           FIGURE 39 LARGE ENTERPRISES ARE EXPECTED TO RECORD LARGER MARKET SIZE DURING FORECAST PERIOD
           9.1.1 ORGANIZATION SIZE: MARKET DRIVERS
           9.1.2 ORGANIZATION SIZE: COVID-19 IMPACT
                    TABLE 31 MARKET SIZE, BY ORGANIZATION SIZE, 2016–2020 (USD MILLION)
                    TABLE 32 MARKET SIZE, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION)
    9.2 LARGE ENTERPRISES
           TABLE 33 LARGE ENTERPRISES: MARKET SIZE, BY REGION, 2016–2020 (USD MILLION)
           TABLE 34 LARGE ENTERPRISES: MARKET SIZE, BY REGION, 2021–2026 (USD MILLION)
    9.3 SMALL AND MEDIUM-SIZED ENTERPRISES
           TABLE 35 SMALL AND MEDIUM-SIZED ENTERPRISES: MARKET SIZE, BY REGION, 2016–2020 (USD MILLION)
           TABLE 36 SMALL AND MEDIUM-SIZED ENTERPRISES: MARKET SIZE, BY REGION, 2021–2026 (USD MILLION)

10 DATA WAREHOUSE AS A SERVICE MARKET, BY VERTICAL (Page No. - 109)
     10.1 INTRODUCTION
               FIGURE 40 BFSI SEGMENT TO ACCOUNT FOR LARGEST MARKET SIZE DURING FORECAST PERIOD
             10.1.1 VERTICALS: MARKET DRIVERS
             10.1.2 VERTICALS: COVID-19 IMPACT
                       TABLE 37 MARKET SIZE, BY VERTICAL, 2016–2020 (USD MILLION)
                       TABLE 38 MARKET SIZE, BY VERTICAL, 2021–2026 (USD MILLION)
     10.2 BANKING, FINANCIAL SERVICES, AND INSURANCE
               TABLE 39 BANKING, FINANCIAL SERVICES, AND INSURANCE: MARKET SIZE, BY REGION, 2016–2020 (USD MILLION)
               TABLE 40 BANKING, FINANCIAL SERVICES, AND INSURANCE: MARKET SIZE, BY REGION, 2021–2026 (USD MILLION)
     10.3 ENERGY AND UTILITIES
               TABLE 41 ENERGY AND UTILITIES: MARKET SIZE, BY REGION, 2016–2020 (USD MILLION)
               TABLE 42 ENERGY AND UTILITIES: MARKET SIZE, BY REGION, 2021–2026 (USD MILLION)
     10.4 GOVERNMENT AND PUBLIC SECTOR
               TABLE 43 GOVERNMENT AND PUBLIC SECTOR: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY REGION, 2016–2020 (USD MILLION)
               TABLE 44 GOVERNMENT AND PUBLIC SECTOR: MARKET SIZE, BY REGION, 2021–2026 (USD MILLION)
     10.5 HEALTHCARE AND LIFE SCIENCES
               TABLE 45 HEALTHCARE AND LIFE SCIENCES: MARKET SIZE, BY REGION, 2016–2020 (USD MILLION)
               TABLE 46 HEALTHCARE AND LIFE SCIENCES: MARKET SIZE, BY REGION, 2021–2026 (USD MILLION)
     10.6 IT AND ITES
               TABLE 47 IT AND ITES: MARKET SIZE, BY REGION, 2016–2020 (USD MILLION)
               TABLE 48 IT AND ITES: MARKET SIZE, BY REGION, 2021–2026 (USD MILLION)
     10.7 MANUFACTURING
               TABLE 49 MANUFACTURING: MARKET SIZE, BY REGION, 2016–2020 (USD MILLION)
               TABLE 50 MANUFACTURING: MARKET SIZE, BY REGION, 2021–2026 (USD MILLION)
     10.8 MEDIA AND ENTERTAINMENT
               TABLE 51 MEDIA AND ENTERTAINMENT: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY REGION, 2016–2020 (USD MILLION)
               TABLE 52 MEDIA AND ENTERTAINMENT: MARKET SIZE, BY REGION, 2021–2026 (USD MILLION)
     10.9 RETAIL AND CONSUMER GOODS
               TABLE 53 RETAIL AND CONSUMER GOODS: MARKET SIZE, BY REGION, 2016–2020 (USD MILLION)
               TABLE 54 RETAIL AND CONSUMER GOODS: MARKET SIZE, BY REGION, 2021–2026 (USD MILLION)
     10.10 TELECOMMUNICATIONS
               TABLE 55 TELECOMMUNICATIONS: MARKET SIZE,  BY REGION, 2016–2020 (USD MILLION)
               TABLE 56 TELECOMMUNICATIONS: MARKET SIZE, BY REGION, 2021–2026 (USD MILLION)
     10.11 OTHERS
                       TABLE 57 OTHERS: MARKET SIZE, BY REGION, 2016–2020 (USD MILLION)
                       TABLE 58 OTHERS: MARKET SIZE, BY REGION, 2021–2026 (USD MILLION)

11 DATA WAREHOUSE AS A SERVICE MARKET, BY REGION (Page No. - 123)
     11.1 INTRODUCTION
               FIGURE 41 NORTH AMERICA TO ACCOUNT FOR LARGEST MARKET SIZE DURING FORECAST PERIOD
               TABLE 59 MARKET SIZE, BY REGION, 2016–2020 (USD MILLION)
               TABLE 60 MARKET SIZE, BY REGION, 2021–2026 (USD MILLION)
     11.2 NORTH AMERICA
             11.2.1 NORTH AMERICA: DATA WAREHOUSE AS A SERVICE MARKET DRIVERS
             11.2.2 NORTH AMERICA: COVID-19 IMPACT
             11.2.3 NORTH AMERICA: REGULATIONS
                       11.2.3.1 Health Insurance Portability and Accountability Act of 1996
                       11.2.3.2 California Consumer Privacy Act
                       11.2.3.3 Gramm–Leach–Bliley Act
                       11.2.3.4 Health Information Technology for Economic and Clinical Health Act
                       11.2.3.5 Sarbanes Oxley Act
                       11.2.3.6 Federal Information Security Management Act
                       11.2.3.7 Payment Card Industry Data Security Standard
                       11.2.3.8 Federal Information Processing Standards
                                   FIGURE 42 NORTH AMERICA: MARKET SNAPSHOT
                                   TABLE 61 NORTH AMERICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY APPLICATION, 2016–2020 (USD MILLION)
                                   TABLE 62 NORTH AMERICA: MARKET SIZE, BY APPLICATION, 2021–2026 (USD MILLION)
                                   TABLE 63 NORTH AMERICA: MARKET SIZE, BY TYPE, 2016–2020 (USD MILLION)
                                   TABLE 64 NORTH AMERICA: MARKET SIZE, BY TYPE, 2021–2026 (USD MILLION)
                                   TABLE 65 NORTH AMERICA: MARKET SIZE, BY DEPLOYMENT MODEL, 2016–2020 (USD MILLION)
                                   TABLE 66 NORTH AMERICA: MARKET SIZE, BY DEPLOYMENT MODEL, 2021–2026 (USD MILLION)
                                   TABLE 67 NORTH AMERICA: MARKET SIZE, BY ORGANIZATION SIZE, 2016–2020 (USD MILLION)
                                   TABLE 68 NORTH AMERICA: MARKET SIZE, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION)
                                   TABLE 69 NORTH AMERICA: MARKET SIZE, BY VERTICAL, 2016–2020 (USD MILLION)
                                   TABLE 70 NORTH AMERICA: MARKET SIZE, BY VERTICAL, 2021–2026 (USD MILLION)
                                   TABLE 71 NORTH AMERICA: MARKET SIZE, BY COUNTRY, 2016–2020 (USD MILLION)
                                   TABLE 72 NORTH AMERICA: MARKET SIZE, BY COUNTRY, 2021–2026 (USD MILLION)
             11.2.4 UNITED STATES
                       TABLE 73 UNITED STATES: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY DEPLOYMENT MODEL, 2016–2020 (USD MILLION)
                       TABLE 74 UNITED STATES: MARKET SIZE, BY DEPLOYMENT MODEL, 2021–2026 (USD MILLION)
                       TABLE 75 UNITED STATES: MARKET SIZE, BY ORGANIZATION SIZE, 2016–2020 (USD MILLION)
                       TABLE 76 UNITED STATES: MARKET SIZE, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION)
             11.2.5 CANADA
                       TABLE 77 CANADA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY DEPLOYMENT MODEL, 2016–2020 (USD MILLION)
                       TABLE 78 CANADA: MARKET SIZE, BY DEPLOYMENT MODEL, 2021–2026 (USD MILLION)
                       TABLE 79 CANADA: MARKET SIZE, BY ORGANIZATION SIZE, 2016–2020 (USD MILLION)
                       TABLE 80 CANADA: MARKET SIZE, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION)
     11.3 EUROPE
             11.3.1 EUROPE: MARKET DRIVERS
             11.3.2 EUROPE: COVID-19 IMPACT
             11.3.3 EUROPE: REGULATIONS
                       11.3.3.1 General Data Protection Regulation
                       11.3.3.2 European Committee for Standardization
                       11.3.3.3 European Technical Standards Institute
                                   TABLE 81 EUROPE: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY APPLICATION, 2016–2020 (USD MILLION)
                                   TABLE 82 EUROPE: MARKET SIZE, BY APPLICATION, 2021–2026 (USD MILLION)
                                   TABLE 83 EUROPE: MARKET SIZE, BY TYPE, 2016–2020 (USD MILLION)
                                   TABLE 84 EUROPE: MARKET SIZE, BY TYPE, 2021–2026 (USD MILLION)
                                   TABLE 85 EUROPE: MARKET SIZE, BY DEPLOYMENT MODEL, 2016–2020 (USD MILLION)
                                   TABLE 86 EUROPE: MARKET SIZE, BY DEPLOYMENT MODEL, 2021–2026 (USD MILLION)
                                   TABLE 87 EUROPE: MARKET SIZE, BY ORGANIZATION SIZE, 2016–2020 (USD MILLION)
                                   TABLE 88 EUROPE: MARKET SIZE, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION)
                                   TABLE 89 EUROPE: MARKET SIZE, BY VERTICAL, 2016–2020 (USD MILLION)
                                   TABLE 90 EUROPE: MARKET SIZE, BY VERTICAL, 2021–2026 (USD MILLION)
                                   TABLE 91 EUROPE: MARKET SIZE, BY COUNTRY, 2016–2020 (USD MILLION)
                                   TABLE 92 EUROPE: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY COUNTRY, 2021–2026 (USD MILLION)
             11.3.4 UNITED KINGDOM
                       TABLE 93 UNITED KINGDOM: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY DEPLOYMENT MODEL, 2016–2020 (USD MILLION)
                       TABLE 94 UNITED KINGDOM: MARKET SIZE, BY DEPLOYMENT MODEL, 2021–2026 (USD MILLION)
                       TABLE 95 UNITED KINGDOM: MARKET SIZE, BY ORGANIZATION SIZE, 2016–2020 (USD MILLION)
                       TABLE 96 UNITED KINGDOM: MARKET SIZE, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION)
             11.3.5 GERMANY
                       TABLE 97 GERMANY: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY DEPLOYMENT MODEL, 2016–2020 (USD MILLION)
                       TABLE 98 GERMANY: MARKET SIZE, BY DEPLOYMENT MODEL, 2021–2026 (USD MILLION)
                       TABLE 99 GERMANY: MARKET SIZE, BY ORGANIZATION SIZE, 2016–2020 (USD MILLION)
                       TABLE 100 GERMANY: MARKET SIZE, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION)
             11.3.6 FRANCE
                       TABLE 101 FRANCE: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY DEPLOYMENT MODEL, 2016–2020 (USD MILLION)
                       TABLE 102 FRANCE: MARKET SIZE, BY DEPLOYMENT MODEL, 2021–2026 (USD MILLION)
                       TABLE 103 FRANCE: MARKET SIZE, BY ORGANIZATION SIZE, 2016–2020 (USD MILLION)
                       TABLE 104 FRANCE: MARKET SIZE, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION)
             11.3.7 REST OF EUROPE
                       TABLE 105 REST OF EUROPE: DATA WAREHOUSE AS A SERVICE MARKET SIZE,  BY DEPLOYMENT MODEL, 2016–2020 (USD MILLION)
                       TABLE 106 REST OF EUROPE: MARKET SIZE, BY DEPLOYMENT MODEL, 2021–2026 (USD MILLION)
                       TABLE 107 REST OF EUROPE: RVICE MARKET SIZE, BY ORGANIZATION SIZE, 2016–2020 (USD MILLION)
                       TABLE 108 REST OF EUROPE: MARKET SIZE, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION)
     11.4 ASIA PACIFIC
             11.4.1 ASIA PACIFIC: MARKET DRIVERS
             11.4.2 ASIA PACIFIC: COVID-19 IMPACT
             11.4.3 ASIA PACIFIC: REGULATIONS
                       11.4.3.1 International Organization for Standardization 27001
                       11.4.3.2 Personal Data Protection Act
                                   FIGURE 43 ASIA PACIFIC: MARKET SNAPSHOT
                                   TABLE 109 ASIA PACIFIC: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY APPLICATION, 2016–2020 (USD MILLION)
                                   TABLE 110 ASIA PACIFIC: MARKET SIZE, BY APPLICATION, 2021–2026 (USD MILLION)
                                   TABLE 111 ASIA PACIFIC: MARKET SIZE, BY TYPE, 2016–2020 (USD MILLION)
                                   TABLE 112 ASIA PACIFIC: MARKET SIZE, BY TYPE, 2021–2026 (USD MILLION)
                                   TABLE 113 ASIA PACIFIC: MARKET SIZE, BY DEPLOYMENT MODEL, 2016–2020 (USD MILLION)
                                   TABLE 114 ASIA PACIFIC: MARKET SIZE, BY DEPLOYMENT MODEL, 2021–2026 (USD MILLION)
                                   TABLE 115 ASIA PACIFIC: MARKET SIZE, BY ORGANIZATION SIZE, 2016–2020 (USD MILLION)
                                   TABLE 116 ASIA PACIFIC: MARKET SIZE, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION)
                                   TABLE 117 ASIA PACIFIC: MARKET SIZE, BY VERTICAL, 2016–2020 (USD MILLION)
                                   TABLE 118 ASIA PACIFIC: MARKET SIZE, BY VERTICAL, 2021–2026 (USD MILLION)
                                   TABLE 119 ASIA PACIFIC: MARKET SIZE, BY COUNTRY, 2016–2020 (USD MILLION)
                                   TABLE 120 ASIA PACIFIC: MARKET SIZE, BY COUNTRY, 2021–2026 (USD MILLION)
             11.4.4 CHINA
                       TABLE 121 CHINA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY DEPLOYMENT MODEL, 2016–2020 (USD MILLION)
                       TABLE 122 CHINA: MARKET SIZE, BY DEPLOYMENT MODEL, 2021–2026 (USD MILLION)
                       TABLE 123 CHINA: MARKET SIZE, BY ORGANIZATION SIZE, 2016–2020 (USD MILLION)
                       TABLE 124 CHINA: MARKET SIZE, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION)
             11.4.5 JAPAN
                       TABLE 125 JAPAN: MARKET SIZE, BY DEPLOYMENT MODEL, 2016–2020 (USD MILLION)
                       TABLE 126 JAPAN: MARKET SIZE, BY DEPLOYMENT MODEL, 2021–2026 (USD MILLION)
                       TABLE 127 JAPAN: MARKET SIZE, BY ORGANIZATION SIZE, 2016–2020 (USD MILLION)
                       TABLE 128 JAPAN: MARKET SIZE, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION)
             11.4.6 AUSTRALIA AND NEW ZEALAND
                       TABLE 129 AUSTRALIA AND NEW ZEALAND: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY DEPLOYMENT MODEL, 2016–2020 (USD MILLION)
                       TABLE 130 AUSTRALIA AND NEW ZEALAND: MARKET SIZE, BY DEPLOYMENT MODEL, 2021–2026 (USD MILLION)
                       TABLE 131 AUSTRALIA AND NEW ZEALAND: MARKET SIZE, BY ORGANIZATION SIZE, 2016–2020 (USD MILLION)
                       TABLE 132 AUSTRALIA AND NEW ZEALAND: MARKET SIZE, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION)
             11.4.7 REST OF ASIA PACIFIC
                       TABLE 133 REST OF ASIA PACIFIC: DATA WAREHOUSE AS A SERVICE MARKET SIZE,  BY DEPLOYMENT MODEL, 2016–2020 (USD MILLION)
                       TABLE 134 REST OF ASIA PACIFIC:MARKET SIZE, BY DEPLOYMENT MODEL, 2021–2026 (USD MILLION)
                       TABLE 135 REST OF ASIA PACIFIC: MARKET SIZE, BY ORGANIZATION SIZE, 2016–2020 (USD MILLION)
                       TABLE 136 REST OF ASIA PACIFIC: MARKET SIZE, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION)
     11.5 MIDDLE EAST AND AFRICA
             11.5.1 MIDDLE EAST AND AFRICA: MARKET DRIVERS
             11.5.2 MIDDLE EAST AND AFRICA: COVID-19 IMPACT
             11.5.3 MIDDLE EAST AND AFRICA: REGULATIONS
                       11.5.3.1 ISRAELI Privacy Protection Regulations (Data Security), 5777-2017
                       11.5.3.2 Cloud Computing Framework
                       11.5.3.3 GDPR Applicability in KSA
                       11.5.3.4 Protection of Personal Information Act
                       11.5.3.5 TRA’s IoT Regulatory Policy
                                   TABLE 137 MIDDLE EAST AND AFRICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY APPLICATION, 2016–2020 (USD MILLION)
                                   TABLE 138 MIDDLE EAST AND AFRICA: MARKET SIZE, BY APPLICATION, 2021–2026 (USD MILLION)
                                   TABLE 139 MIDDLE EAST AND AFRICA: MARKET SIZE, BY TYPE, 2016–2020 (USD MILLION)
                                   TABLE 140 MIDDLE EAST AND AFRICA: MARKET SIZE, BY TYPE, 2021–2026 (USD MILLION)
                                   TABLE 141 MIDDLE EAST AND AFRICA: MARKET SIZE, BY DEPLOYMENT MODEL, 2016–2020 (USD MILLION)
                                   TABLE 142 MIDDLE EAST AND AFRICA: MARKET SIZE, BY DEPLOYMENT MODEL, 2021–2026 (USD MILLION)
                                   TABLE 143 MIDDLE EAST AND AFRICA: MARKET SIZE, BY ORGANIZATION SIZE, 2016–2020 (USD MILLION)
                                   TABLE 144 MIDDLE EAST AND AFRICA: MARKET SIZE, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION)
                                   TABLE 145 MIDDLE EAST AND AFRICA: MARKET SIZE, BY VERTICAL, 2016–2020 (USD MILLION)
                                   TABLE 146 MIDDLE EAST AND AFRICA: MARKET SIZE, BY VERTICAL, 2021–2026 (USD MILLION)
                                   TABLE 147 MIDDLE EAST AND AFRICA: MARKET SIZE, BY COUNTRY, 2016–2020 (USD MILLION)
                                   TABLE 148 MIDDLE EAST AND AFRICA: MARKET SIZE, BY COUNTRY, 2021–2026 (USD MILLION)
             11.5.4 SAUDI ARABIA
                       TABLE 149 SAUDI ARABIA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY DEPLOYMENT MODEL, 2016–2020 (USD MILLION)
                       TABLE 150 SAUDI ARABIA: MARKET SIZE, BY DEPLOYMENT MODEL, 2021–2026 (USD MILLION)
                       TABLE 151 SAUDI ARABIA: MARKET SIZE, BY ORGANIZATION SIZE, 2016–2020 (USD MILLION)
                       TABLE 152 SAUDI ARABIA: MARKET SIZE, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION)
             11.5.5 UNITED ARAB EMIRATES
                       TABLE 153 UNITED ARAB EMIRATES: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY DEPLOYMENT MODEL, 2016–2020 (USD MILLION)
                       TABLE 154 UNITED ARAB EMIRATES: MARKET SIZE, BY DEPLOYMENT MODEL, 2021–2026 (USD MILLION)
                       TABLE 155 UNITED ARAB EMIRATES: MARKET SIZE, BY ORGANIZATION SIZE, 2016–2020 (USD MILLION)
                       TABLE 156 UNITED ARAB EMIRATES: MARKET SIZE, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION)
             11.5.6 SOUTH AFRICA
                       TABLE 157 SOUTH AFRICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY DEPLOYMENT MODEL, 2016–2020 (USD MILLION)
                       TABLE 158 SOUTH AFRICA: MARKET SIZE, BY DEPLOYMENT MODEL, 2021–2026 (USD MILLION)
                       TABLE 159 SOUTH AFRICA: MARKET SIZE, BY ORGANIZATION SIZE, 2016–2020 (USD MILLION)
                       TABLE 160 SOUTH AFRICA: MARKET SIZE, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION)
             11.5.7 REST OF MIDDLE EAST AND AFRICA
                       TABLE 161 REST OF MIDDLE EAST AND AFRICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY DEPLOYMENT MODEL, 2016–2020 (USD MILLION)
                       TABLE 162 REST OF MIDDLE EAST AND AFRICA: MARKET SIZE, BY DEPLOYMENT MODEL, 2021–2026 (USD MILLION)
                       TABLE 163 REST OF MIDDLE EAST AND AFRICA: MARKET SIZE, BY ORGANIZATION SIZE, 2016–2020 (USD MILLION)
                       TABLE 164 REST OF MIDDLE EAST AND AFRICA: MARKET SIZE, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION)
     11.6 LATIN AMERICA
             11.6.1 LATIN AMERICA: MARKET DRIVERS
             11.6.2 LATIN AMERICA: COVID-19 IMPACT
             11.6.3 LATIN AMERICA: REGULATIONS
                       11.6.3.1 Brazil Data Protection Law
                       11.6.3.2 Argentina Personal Data Protection Law No. 25.326
                                   TABLE 165 LATIN AMERICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY APPLICATION, 2016–2020 (USD MILLION)
                                   TABLE 166 LATIN AMERICA: MARKET SIZE, BY APPLICATION, 2021–2026 (USD MILLION)
                                   TABLE 167 LATIN AMERICA: MARKET SIZE, BY TYPE, 2016–2020 (USD MILLION)
                                   TABLE 168 LATIN AMERICA: MARKET SIZE, BY TYPE, 2021–2026 (USD MILLION)
                                   TABLE 169 LATIN AMERICA: MARKET SIZE, BY DEPLOYMENT MODEL, 2016–2020 (USD MILLION)
                                   TABLE 170 LATIN AMERICA: MARKET SIZE, BY DEPLOYMENT MODEL, 2021–2026 (USD MILLION)
                                   TABLE 171 LATIN AMERICA: MARKET SIZE, BY ORGANIZATION SIZE, 2016–2020 (USD MILLION)
                                   TABLE 172 LATIN AMERICA: MARKET SIZE, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION)
                                   TABLE 173 LATIN AMERICA: MARKET SIZE, BY VERTICAL, 2016–2020 (USD MILLION)
                                   TABLE 174 LATIN AMERICA: MARKET SIZE, BY VERTICAL, 2021–2026 (USD MILLION)
                                   TABLE 175 LATIN AMERICA: MARKET SIZE, BY COUNTRY, 2016–2020 (USD MILLION)
                                   TABLE 176 LATIN AMERICA: MARKET SIZE, BY COUNTRY, 2021–2026 (USD MILLION)
             11.6.4 BRAZIL
                       TABLE 177 BRAZIL: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY DEPLOYMENT MODEL, 2016–2020 (USD MILLION)
                       TABLE 178 BRAZIL: MARKET SIZE, BY DEPLOYMENT MODEL, 2021–2026 (USD MILLION)
                       TABLE 179 BRAZIL: MARKET SIZE, BY ORGANIZATION SIZE, 2016–2020 (USD MILLION)
                       TABLE 180 BRAZIL: MARKET SIZE, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION)
             11.6.5 MEXICO
                       TABLE 181 MEXICO: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY DEPLOYMENT MODEL, 2016–2020 (USD MILLION)
                       TABLE 182 MEXICO: MARKET SIZE, BY DEPLOYMENT MODEL, 2021–2026 (USD MILLION)
                       TABLE 183 MEXICO: MARKET SIZE, BY ORGANIZATION SIZE, 2016–2020 (USD MILLION)
                       TABLE 184 MEXICO: MARKET SIZE, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION)
             11.6.6 REST OF LATIN AMERICA
                       TABLE 185 REST OF LATIN AMERICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY DEPLOYMENT MODEL, 2016–2020 (USD MILLION)
                       TABLE 186 REST OF LATIN AMERICA: MARKET SIZE, BY DEPLOYMENT MODEL, 2021–2026 (USD MILLION)
                       TABLE 187 REST OF LATIN AMERICA: MARKET SIZE, BY ORGANIZATION SIZE, 2016–2020 (USD MILLION)
                       TABLE 188 REST OF LATIN AMERICA: MARKET SIZE, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION)

12 COMPETITIVE LANDSCAPE (Page No. - 184)
     12.1 INTRODUCTION
     12.2 MARKET SHARE OF TOP VENDORS
               TABLE 189 DATA WAREHOUSE AS A SERVICE: DEGREE OF COMPETITION
               FIGURE 44 DATA WAREHOUSE AS A SERVICE MARKET: VENDOR SHARE ANALYSIS
     12.3 HISTORICAL REVENUE ANALYSIS OF TOP VENDORS
               FIGURE 45 HISTORICAL REVENUE ANALYSIS
     12.4 COMPANY EVALUATION QUADRANT
             12.4.1 DEFINITIONS AND METHODOLOGY
                       TABLE 190 COMPANY EVALUATION QUADRANT: CRITERIA
             12.4.2 STAR
             12.4.3 EMERGING LEADER
             12.4.4 PERVASIVE
             12.4.5 PARTICIPANT
                       FIGURE 46 DATA WAREHOUSE AS A SERVICE MARKET (GLOBAL): COMPANY EVALUATION QUADRANT, 2021
                       TABLE 191 COMPANY PRODUCT FOOTPRINT
                       TABLE 192 COMPANY INDUSTRY FOOTPRINT (1/2)
                       TABLE 193 COMPANY INDUSTRY FOOTPRINT (2/2)
                       TABLE 194 COMPANY REGION FOOTPRINT
     12.5 SME EVALUATION QUADRANT
             12.5.1 DEFINITIONS AND METHODOLOGY
                       TABLE 195 SME EVALUATION QUADRANT: CRITERIA
             12.5.2 PROGRESSIVE COMPANIES
             12.5.3 RESPONSIVE COMPANIES
             12.5.4 DYNAMIC COMPANIES
             12.5.5 STARTING BLOCKS
                       FIGURE 47 DATA WAREHOUSE AS A SERVICE MARKET (GLOBAL): SME EVALUATION QUADRANT, 2021
     12.6 COMPETITIVE SCENARIO
               TABLE 196 DATA WAREHOUSE AS A SERVICE: NEW PRODUCT LAUNCHES, NOVEMBER 2019–JULY 2021
               TABLE 197 DATA WAREHOUSE AS A SERVICE: DEALS, OCTOBER 2020–JULY 2021

13 COMPANY PROFILES (Page No. - 197)
     13.1 INTRODUCTION
     13.2 KEY PLAYERS
(Business Overview, Products, Key Insights, Recent Developments, MnM View)*
             13.2.1 AWS
                       TABLE 198 AWS: BUSINESS OVERVIEW
                       FIGURE 48 AWS: COMPANY SNAPSHOT
                       TABLE 199 AWS: PRODUCTS OFFERED
                       TABLE 200 AWS: MARKET: PRODUCT LAUNCHES
                       TABLE 201 AWS: MARKET: DEALS
             13.2.2 IBM
                       TABLE 202 IBM: BUSINESS OVERVIEW
                       FIGURE 49 IBM: COMPANY SNAPSHOT
                       TABLE 203 IBM: PRODUCTS OFFERED
                       TABLE 204 IBM: MARKET: PRODUCT LAUNCHES
                       TABLE 205 IBM: DATA WAREHOUSE AS A SERVICE MARKET: DEALS
             13.2.3 MICROSOFT
                       TABLE 206 MICROSOFT: BUSINESS OVERVIEW
                       FIGURE 50 MICROSOFT: COMPANY SNAPSHOT
                       TABLE 207 MICROSOFT: PRODUCTS OFFERED
                       TABLE 208 MICROSOFT: MARKET: PRODUCT LAUNCHES
                       TABLE 209 MICROSOFT: MARKET: DEALS
             13.2.4 GOOGLE
                       TABLE 210 GOOGLE: BUSINESS OVERVIEW
                       FIGURE 51 GOOGLE: COMPANY SNAPSHOT
                       TABLE 211 GOOGLE: PRODUCTS OFFERED
                       TABLE 212 GOOGLE: MARKET: PRODUCT LAUNCHES
                       TABLE 213 GOOGLE: DATA WAREHOUSE AS A SERVICE MARKET: DEALS
             13.2.5 ORACLE
                       TABLE 214 ORACLE: BUSINESS OVERVIEW
                       FIGURE 52 ORACLE: COMPANY SNAPSHOT
                       TABLE 215 ORACLE: PRODUCTS OFFERED
                       TABLE 216 ORACLE: MARKET: PRODUCT LAUNCHES
                       TABLE 217 ORACLE: MARKET: DEALS
             13.2.6 SAP
                       TABLE 218 SAP: BUSINESS OVERVIEW
                       FIGURE 53 SAP: COMPANY SNAPSHOT
                       TABLE 219 SAP: PRODUCTS OFFERED
                       TABLE 220 SAP: MARKET: PRODUCT LAUNCHES
                       TABLE 221 SAP: DATA WAREHOUSE AS A SERVICE MARKET: DEALS
             13.2.7 SNOWFLAKE
                       TABLE 222 SNOWFLAKE: BUSINESS OVERVIEW
                       FIGURE 54 SNOWFLAKE: COMPANY SNAPSHOT
                       TABLE 223 SNOWFLAKE: PRODUCTS OFFERED
                       TABLE 224 SNOWFLAKE: MARKET: PRODUCT LAUNCHES
                       TABLE 225 SNOWFLAKE: MARKET: DEALS
             13.2.8 MICRO FOCUS
                       TABLE 226 MICRO FOCUS: BUSINESS OVERVIEW
                       FIGURE 55 MICRO FOCUS: COMPANY SNAPSHOT
                       TABLE 227 MICRO FOCUS: PRODUCTS OFFERED
                       TABLE 228 MICRO FOCUS: MARKET: PRODUCT LAUNCHES
                       TABLE 229 MICRO FOCUS: DATA WAREHOUSE AS A SERVICE MARKET: DEALS
             13.2.9 TERADATA
                       TABLE 230 TERADATA: BUSINESS OVERVIEW
                       FIGURE 56 TERADATA: COMPANY SNAPSHOT
                       TABLE 231 TERADATA: PRODUCTS OFFERED
                       TABLE 232 TERADATA: MARKET: PRODUCT LAUNCHES
                       TABLE 233 TERADATA: MARKET: DEALS
             13.2.10 1010DATA
                       TABLE 234 1010 DATA: BUSINESS OVERVIEW
                       TABLE 235 1010 DATA: PRODUCTS OFFERED
                       TABLE 236 1010 DATA: DATA WAREHOUSE AS A SERVICE MARKET: DEALS
             13.2.11 CLOUDERA
                       TABLE 237 CLOUDERA: BUSINESS OVERVIEW
                       FIGURE 57 CLOUDERA: COMPANY SNAPSHOT
                       TABLE 238 CLOUDERA: PRODUCTS OFFERED
                       TABLE 239 CLOUDERA: MARKET: PRODUCT LAUNCHES
                       TABLE 240 CLOUDERA: MARKET: DEALS
             13.2.12 PIVOTAL
                       TABLE 241 PIVOTAL: BUSINESS OVERVIEW
                       TABLE 242 PIVOTAL: PRODUCTS OFFERED
             13.2.13 YELLOWBRICK
                       TABLE 243 YELLOWBRICK: BUSINESS OVERVIEW
                       TABLE 244 YELLOWBRICK: PRODUCTS OFFERED
                       TABLE 245 YELLOWBRICK: DATA WAREHOUSE AS A SERVICE MARKET: PRODUCT LAUNCHES
                       TABLE 246 YELLOWBRICK: MARKET: DEALS
             13.2.14 VEEVA SYSTEMS
                       TABLE 247 VEEVA SYSTEMS: BUSINESS OVERVIEW
                       FIGURE 58 VEEVA SYSTEMS: COMPANY SNAPSHOT
                       TABLE 248 VEEVA SYSTEMS: PRODUCTS OFFERED
             13.2.15 ACTIAN
                       TABLE 249 ACTIAN: BUSINESS OVERVIEW
                       TABLE 250 ACTIAN: PRODUCTS OFFERED
                       TABLE 251 ACTIAN: MARKET: PRODUCT LAUNCHES
             13.2.16 MARKLOGIC
                       TABLE 252 MARKLOGIC: BUSINESS OVERVIEW
                       TABLE 253 MARKLOGIC: PRODUCTS OFFERED
                       TABLE 254 MARKLOGIC: DATA WAREHOUSE AS A SERVICE MARKET: PRODUCT LAUNCHES
             13.2.17 NETAVIS SOFTWARE
                       TABLE 255 NETAVIS SOFTWARE: BUSINESS OVERVIEW
                       TABLE 256 NETAVIS SOFTWARE: PRODUCTS OFFERED
             13.2.18 SOLVER
                       TABLE 257 SOLVER: BUSINESS OVERVIEW
                       TABLE 258 SOLVER: PRODUCTS OFFERED
                       TABLE 259 SOLVER: MARKET: DEALS
     13.3 OTHER PLAYERS
             13.3.1 ACCUR8 SOFTWARE
                       TABLE 260 ACCUR8 SOFTWARE: BUSINESS OVERVIEW
                       TABLE 261 ACCUR8 SOFTWARE: PRODUCTS OFFERED
                       TABLE 262 ACCUR8 SOFTWARE: DATA WAREHOUSE AS A SERVICE MARKET: PRODUCT LAUNCHES
             13.3.2 ATSCALE
                       TABLE 263 ATSCALE: BUSINESS OVERVIEW
                       TABLE 264 ATSCALE: PRODUCTS OFFERED
                       TABLE 265 ATSCALE: MARKET: PRODUCT LAUNCHES
                       TABLE 266 ATSCALE: MARKET: DEALS
             13.3.3 PANOPLY
                       TABLE 267 PANOPLY: BUSINESS OVERVIEW
                       TABLE 268 PANOPLY: PRODUCTS OFFERED
                       TABLE 269 PANOPLY: MARKET: PRODUCT LAUNCHES
                       TABLE 270 PANOPLY: DATA WAREHOUSE AS A SERVICE MARKET: DEALS
             13.3.4 SINGLESTORE
                       TABLE 271 SINGLE STORE: BUSINESS OVERVIEW
                       TABLE 272 SINGLESTORE: PRODUCTS OFFERED
                       TABLE 273 SINGLESTORE: MARKET: PRODUCT LAUNCHES
             13.3.5 TRANSWARP
                       TABLE 274 TRANSWARP: BUSINESS OVERVIEW
                       TABLE 275 TRANSWRAP: PRODUCTS OFFERED

*Details on Business Overview, Products, Key Insights, Recent Developments, MnM View might not be captured in case of unlisted companies.

14 ADJACENT MARKETS (Page No. - 247)
     14.1 INTRODUCTION
             14.1.1 RELATED MARKET
     14.2 BUSINESS INTELLIGENCE MARKET
               TABLE 276 BUSINESS INTELLIGENCE MARKET SIZE, BY SOLUTION, 2016–2019 (USD MILLION)
               TABLE 277 BUSINESS INTELLIGENCE MARKET SIZE, BY SOLUTION, 2020–2025 (USD MILLION)
               TABLE 278 BUSINESS INTELLIGENCE MARKET SIZE, BY SERVICE, 2016–2019 (USD MILLION)
               TABLE 279 BUSINESS INTELLIGENCE MARKET SIZE, BY SERVICE, 2020–2025(USD MILLION)
               TABLE 280 BUSINESS INTELLIGENCE MARKET SIZE, BY DEPLOYMENT MODE, 2016–2019 (USD MILLION)
               TABLE 281 BUSINESS INTELLIGENCE MARKET SIZE, BY DEPLOYMENT MODE, 2020–2025 (USD MILLION)
               TABLE 282 BUSINESS INTELLIGENCE MARKET SIZE, BY ORGANIZATION SIZE, 2016–2019 (USD MILLION)
               TABLE 283 BUSINESS INTELLIGENCE MARKET SIZE, BY ORGANIZATION SIZE, 2020–2025 (USD MILLION)
               TABLE 284 BUSINESS INTELLIGENCE MARKET SIZE, BY INDUSTRY VERTICAL, 2016–2019 (USD MILLION)
               TABLE 285 BUSINESS INTELLIGENCE MARKET SIZE, BY INDUSTRY VERTICAL, 2020–2025 (USD MILLION)
               TABLE 286 BUSINESS INTELLIGENCE MARKET SIZE, BY REGION, 2016–2019 (USD MILLION)
               TABLE 287 BUSINESS INTELLIGENCE MARKET SIZE, BY REGION, 2020–2025 (USD MILLION)

15 APPENDIX (Page No. - 252)
     15.1 DISCUSSION GUIDE
     15.2 KNOWLEDGE STORE: MARKETSANDMARKETS’ SUBSCRIPTION PORTAL
     15.3 AVAILABLE CUSTOMIZATIONS
     15.4 RELATED REPORTS
     15.5 AUTHOR DETAILS

The study involved four major activities in estimating the current size of the global Data Warehouse as a Service (DWaaS) market. Exhaustive 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 employed to estimate the total DWaaS market size. After that, the market breakup and data triangulation techniques were used to estimate the market size of segments and subsegments.

Secondary Research

In the secondary research process, various sources were referred to, for identifying and collecting information for the study. Secondary sources included annual reports, press releases, and investor presentations of companies and product data sheets; white papers; journals; certified publications; and articles from recognized authors, government websites, directories, and databases.

Primary Research

In the primary research process, 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 experience officers (CXOs); vice presidents (VPs); directors from business development, marketing, and product development/innovation teams; related key executives from DWaaS vendors, industry associations, and independent consultants; and key opinion leaders.

Data Warehouse as a Service Market Size, and Share

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

Market Size Estimation

For making market estimates and forecasting the DWaaS market, and other dependent submarkets, the top-down and bottom-up approaches were used. The bottom-up procedure was used to arrive at the overall market size of the global DWaaS 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 DWaaS market have been identified through extensive secondary research.
  • The market size, in terms of value, has been determined through primary and secondary research processes.
  • All percentage shares, splits, and breakups have been determined using secondary sources and verified through primary sources.

Data Triangulation

With data triangulation and validation through primary interviews, the exact value of the overall parent market size was determined and confirmed using this study. 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 DWaaS market based on application, vertical, deployment model, type and organization size.
  • To provide detailed information about major factors (drivers, restraints, opportunities, and industry-specific challenges) influencing the growth of the DWaaS market
  • To analyze the impact of COVID-19 on components, business functions, verticals, organization size, deployment types, and regions across the globe
  • To analyze the market with respect to individual growth trends, prospects, and contributions to the DWaaS market
  • To forecast the market size of five main regions: North America, Europe, Asia Pacific (APAC), Middle East and Africa (MEA), and Latin America
  • To analyze opportunities in the market for stakeholders by identifying high-growth segments of the DWaaS market
  • To profile key players in the DWaaS market and comprehensively analyze their core competencies in each microsegment
  • To analyze key players based on pricing models, technology analysis, and their market shares
  • To analyze competitive developments, such as new product launches, product enhancements, partnerships, and mergers and acquisitions, in the DWaaS 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:

Company Information

  • Detailed analysis and profiling of an additional five market players
COVID-19

Get in-depth analysis of the COVID-19 impact on the Data Warehouse as a Service Market

Benchmarking the rapid strategy shifts of the Top 100 companies in the Data Warehouse as a Service Market

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Report Code
TC 6844
Published ON
Aug, 2021
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