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出版：MarketsandMarkets

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
種別英文調査報告書
出版MarketsandMarkets
出版年月2021年8 月
ページ数249
図表数345
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–サービスとしてのデータウェアハウス市場 用途（顧客分析、ビジネスインテリジェンス、運用分析、予測分析）、垂直、展開モデル、タイプ（EDWaaS＆ODS）組織の規模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 enterprise management, growing dependence on data-driven decision-making to improve business performance, and requirement of regulatory governance and security. The COVID-19 Impact on the global data warehouse as a service marketThe 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. Operational data storage segment to grow at a higher CAGR during the forecast period Based on the type, the market is segmented into two categories: enterprise data warehouse as service and operational data storage. 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. Public cloud segment to account for a higher market share during the forecast period.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. While the private cloud model is gaining popularity in organizations to overcome security and data privacy challenges.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.North America to account for the highest market share during the forecast period.The DWaaS market is segmented into five regions: North America, Europe, APAC, MEA, and Latin America. The DWaaS report provides insights into these regional markets in terms of market size, growth rates, future trends, market drivers, and COVID-19 impact. North America is expected to hold the highest market share in the overall DWaaS market during the forecast period. Following North America, Europe is expected to hold the second-highest market share during the forecast period. the growth is mainly attributed to the presence of various developed economies, such as the United States (US) and Canada, and due to the focus on innovations obtained from R&D and advanced technologies. The increased penetration of DWaaS solutions in multiple industry verticals, such as manufacturing, healthcare and pharmaceuticals, and the government and public sector, is driving the growth of this market in this region. PAC and MEA are also expected to witness high growth rates during the forecast period.The break-up of the profiles of primary participants in the global DWaaS market is as follows:By Company: Tier 1–37%, Tier 2–25%, and Tier 3–38%By Designation: C-Level Executives–22%, Director Level–33%, and Others–45%By Region: North America–42%, Europe–25%, APAC–18%, MEA – 10%, and RoW-15%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). The study includes an in-depth competitive analysis of key players in the DWaaS market with their company profiles, recent developments, COVID-19 developments, and key market strategies. Research CoverageThe report segments the global DWaaS market by application into five categories: business intelligence, customer analytics, data modernization, operational analytics, and predictive analytics. By type, the market enterprise DWaaS and operational data storage. By organization size, the DWaaS market is segmented into two categories: large enterprises and SMEs. By deployment model, the DWaaS market is segmented into two categories: public and private cloud. By vertical, the DWaaS market has been classified into banking, financial services and insurance (BFSI); energy and utilities; government and public sector; healthcare and life sciences; IT and ITeS; manufacturing; retail and consumer goods; media and entertainment; telecommunication; and others. By region, the market has been segmented into North America, Europe, APAC, MEA, and Latin America.Key benefits of the reportThe report would help the market leaders/new entrants in this market with the information on the closest approximations of the revenue numbers for the overall DWaaS market and the subsegments. This report would help stakeholders understand the competitive landscape and gain insights to better position their businesses and plan suitable go-to-market strategies. The report would help stakeholders understand the pulse of the market and provide them with information on the key market drivers, restraints, challenges, opportunities, and COVID-19 impact.

目次

1INTRODUCTION381.1INTRODUCTION TO COVID-19381.2COVID-19 HEALTH ASSESSMENT38FIGURE 1COVID-19: GLOBAL PROPAGATION38FIGURE 2COVID-19 PROPAGATION: SELECT COUNTRIES391.3COVID-19 ECONOMIC ASSESSMENT40FIGURE 3REVISED GROSS DOMESTIC PRODUCT FORECASTS FOR SELECT G20 COUNTRIES IN 2020401.3.1COVID-19 ECONOMIC IMPACT—SCENARIO ASSESSMENT41FIGURE 4CRITERIA IMPACTING GLOBAL ECONOMY41FIGURE 5SCENARIOS IN TERMS OF RECOVERY OF GLOBAL ECONOMY421.4STUDY OBJECTIVES431.5MARKET DEFINITION431.5.1INCLUSIONS AND EXCLUSIONS441.6MARKET SCOPE451.6.1MARKET SEGMENTATION451.6.2REGIONS COVERED451.6.3YEARS CONSIDERED FOR STUDY461.7CURRENCY CONSIDERED46TABLE 1UNITED STATES DOLLAR EXCHANGE RATE, 2017–2019461.8STAKEHOLDERS461.9SUMMARY OF CHANGES472RESEARCH METHODOLOGY482.1RESEARCH DATA48FIGURE 6DATA WAREHOUSE AS A SERVICE MARKET: RESEARCH DESIGN482.1.1SECONDARY DATA492.1.2PRIMARY DATA492.1.2.1Breakup of primary profiles50FIGURE 7BREAKUP OF PRIMARY INTERVIEWS: BY COMPANY TYPE, DESIGNATION, AND REGION502.1.2.2Key industry insights502.2MARKET BREAKUP AND DATA TRIANGULATION51FIGURE 8DATA TRIANGULATION512.3MARKET SIZE ESTIMATION52FIGURE 9DATA WAREHOUSE AS A SERVICE MARKET: TOP-DOWN AND BOTTOM-UP APPROACHES52FIGURE 10MARKET SIZE ESTIMATION METHODOLOGY – APPROACH 1 (SUPPLY SIDE): REVENUE OF SERVICES FROM VENDORS53FIGURE 11MARKET SIZE ESTIMATION METHODOLOGY: BOTTOM-UP APPROACH (SUPPLY SIDE): COLLECTIVE REVENUE OF VENDORS54FIGURE 12MARKET SIZE ESTIMATION METHODOLOGY – (SUPPLY SIDE): CAGR PROJECTIONS FROM SUPPLY SIDE55FIGURE 13MARKET SIZE ESTIMATION METHODOLOGY – APPROACH 2 (DEMAND SIDE): REVENUE GENERATED FROM VERTICALS (1/2)56FIGURE 14MARKET SIZE ESTIMATION METHODOLOGY – APPROACH 2 (DEMAND SIDE): REVENUE GENERATED FROM VERTICALS (2/2)562.4MARKET FORECAST57TABLE 2FACTOR ANALYSIS572.5RESEARCH ASSUMPTIONS582.6STUDY LIMITATIONS593EXECUTIVE SUMMARY60FIGURE 15DATA WAREHOUSE AS A SERVICE MARKET: GLOBAL SNAPSHOT60FIGURE 16DATA WAREHOUSE AS A SERVICE MARKET: TOP GROWING SEGMENTS61FIGURE 17CUSTOMER ANALYTICS SEGMENT TO HOLD LARGEST MARKET SIZE DURING FORECAST PERIOD61FIGURE 18PUBLIC CLOUD SEGMENT TO HOLD LARGEST MARKET SIZE DURING FORECAST PERIOD62FIGURE 19TOP VERTICALS IN DATA WAREHOUSE AS A SERVICE MARKET62FIGURE 20DATA WAREHOUSE AS A SERVICE MARKET: REGIONAL SNAPSHOT634PREMIUM INSIGHTS654.1ATTRACTIVE GROWTH OPPORTUNITIES IN DATA WAREHOUSE AS A SERVICE MARKET65FIGURE 21FOCUS ON IMPROVING CUSTOMER EXPERIENCE AND SIMPLIFYING INFORMATION TECHNOLOGY OPERATIONS WORKFLOW TO DRIVE ADOPTION OF DATA WAREHOUSE AS A SERVICE654.2DATA WAREHOUSE AS A SERVICE MARKET, BY APPLICATION, 2021 VS. 202666FIGURE 22CUSTOMER ANALYTICS SEGMENT TO HOLD LARGEST MARKET SHARE DURING FORECAST PERIOD664.3DATA WAREHOUSE AS A SERVICE MARKET, BY DEPLOYMENT MODEL, 202166FIGURE 23PUBLIC CLOUD SEGMENT TO HOLD LARGER MARKET SHARE IN 2021664.4DATA WAREHOUSE AS A SERVICE MARKET, BY ORGANIZATION SIZE, 202167FIGURE 24LARGE ENTERPRISES SEGMENT TO HOLD LARGER MARKET SHARE IN 2021674.5DATA WAREHOUSE AS A SERVICE MARKET, BY VERTICAL, 2021 VS. 202667FIGURE 25BFSI VERTICAL TO HOLD LARGEST MARKET SHARE DURING FORECAST PERIOD674.6DATA WAREHOUSE AS A SERVICE MARKET: REGIONAL SCENARIO, 2021–202668FIGURE 26ASIA PACIFIC TO EMERGE AS BEST MARKET FOR INVESTMENTS IN NEXT FIVE YEARS68 5MARKET OVERVIEW AND INDUSTRY TRENDS695.1INTRODUCTION695.2MARKET DYNAMICS69FIGURE 27DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES695.2.1DRIVERS705.2.1.1Increasing role of business intelligence and data analytics in enterprise management705.2.1.2Growing dependence on data-driven decision making to improve business performance705.2.1.3Requirement for regulatory governance and security705.2.2RESTRAINTS705.2.2.1Lack of resources and expertise70FIGURE 28PROJECTED SPENDING ON TECHNOLOGIES BY PROPORTION OF COMPANY REVENUE BY 2022715.2.2.2High cost of implementation and complexity in utilizing data warehouse services72FIGURE 29CHALLENGES IN ADOPTION OF CLOUD SERVICES725.2.3OPPORTUNITIES725.2.3.1Rapid deployment of large-scale cloud data warehouses72FIGURE 30TOP CLOUD INITIATIVES IN 2020735.2.3.2Rise in adoption of virtual data warehousing to speed up data access process735.2.4CHALLENGES735.2.4.1Lack of proper structure for access control735.2.4.2Ensuring acceptable data quality745.3CASE STUDY ANALYSIS745.3.1CASE STUDY 2: REAL-TIME ANALYTICS TO IMPROVE DATA GOVERNANCE755.3.2CASE STUDY: 3 ACCELERATED BUSINESS INSIGHTS755.4TECHNOLOGICAL ANALYSIS765.4.1ARTIFICIAL INTELLIGENCE AND MACHINE LEARNING765.4.2CLOUD COMPUTING765.4.3BIG DATA AND ANALYTICS765.5PATENT ANALYSIS76FIGURE 31NUMBER OF PATENTS PUBLISHED77FIGURE 32TOP FIVE PATENT OWNERS77TABLE 3TOP TEN PATENT OWNERS (US)775.6COVID-19-DRIVEN MARKET DYNAMICS785.6.1DRIVERS AND OPPORTUNITIES785.6.2RESTRAINTS AND CHALLENGES78 5.7PORTER’S FIVE FORCES ANALYSIS79FIGURE 33DWAAS MARKET: PORTER’S FIVE FORCES ANALYSIS79TABLE 4DWAAS MARKET: PORTER’S FIVE FORCES ANALYSIS795.7.1THREAT OF NEW ENTRANTS805.7.2THREAT OF SUBSTITUTES805.7.3BARGAINING POWER OF SUPPLIERS805.7.4BARGAINING POWER OF BUYERS805.7.5INTENSITY OF COMPETITIVE RIVALRY805.8PRICING ANALYSIS81TABLE 5PRICING ANALYSIS OF DATA WAREHOUSE SERVICE PROVIDERS815.9ECOSYSTEM82TABLE 6DATA WAREHOUSE AS A SERVICE MARKET: ECOSYSTEM82FIGURE 34DATA WAREHOUSE AS A SERVICE MARKET: ECOSYSTEM825.10VALUE CHAIN ANALYSIS83FIGURE 35DATA WAREHOUSE AS A SERVICE MARKET: VALUE CHAIN836DATA WAREHOUSE AS A SERVICE MARKET, BY APPLICATION856.1INTRODUCTION86FIGURE 36CUSTOMER ANALYTICS SEGMENT EXPECTED TO REGISTER LARGEST MARKET SIZE IN 2026866.1.1APPLICATIONS: DATA WAREHOUSE AS A SERVICE MARKET DRIVERS866.1.2APPLICATIONS: COVID-19 IMPACT87TABLE 7DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY APPLICATION, 2016–2020 (USD MILLION)87TABLE 8DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY APPLICATION, 2021–2026 (USD MILLION)886.2BUSINESS INTELLIGENCE88TABLE 9BUSINESS INTELLIGENCE: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY REGION, 2016–2020 (USD MILLION)89TABLE 10BUSINESS INTELLIGENCE: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY REGION, 2021–2026 (USD MILLION)896.3CUSTOMER ANALYTICS89TABLE 11CUSTOMER ANALYTICS: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY REGION, 2016–2020 (USD MILLION)90TABLE 12CUSTOMER ANALYTICS: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY REGION, 2021–2026 (USD MILLION)906.4DATA MODERNIZATION90TABLE 13DATA MODERNIZATION: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY REGION, 2016–2020 (USD MILLION)91TABLE 14DATA MODERNIZATION: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY REGION, 2021–2026 (USD MILLION)91 6.5OPERATIONAL ANALYTICS91TABLE 15OPERATIONAL ANALYTICS: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY REGION, 2016–2020 (USD MILLION)92TABLE 16OPERATIONAL ANALYTICS: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY REGION, 2021–2026 (USD MILLION)926.6PREDICTIVE ANALYTICS92TABLE 17PREDICTIVE ANALYTICS: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY REGION, 2016–2020 (USD MILLION)93TABLE 18PREDICTIVE ANALYTICS: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY REGION, 2021–2026 (USD MILLION)937DATA WAREHOUSE AS A SERVICE MARKET, BY TYPE947.1INTRODUCTION95FIGURE 37MARKET FOR OPERATIONAL DATA STORAGE SEGMENT EXPECTED TO GROW AT HIGHER CAGR DURING FORECAST PERIOD957.1.1TYPE: DATA WAREHOUSE AS A SERVICE MARKET DRIVERS957.1.2TYPE: COVID-19 IMPACT95TABLE 19DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY TYPE, 2016–2020 (USD MILLION)96TABLE 20DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY TYPE, 2021–2026 (USD MILLION)967.2ENTERPRISE DATA WAREHOUSE AS A SERVICE97TABLE 21ENTERPRISE DATA WAREHOUSE AS A SERVICE: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY REGION, 2016–2020 (USD MILLION)97TABLE 22ENTERPRISE DATA WAREHOUSE AS A SERVICE: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY REGION, 2021–2026 (USD MILLION)977.3OPERATIONAL DATA STORAGE98TABLE 23OPERATIONAL DATA STORAGE: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY REGION, 2016–2020 (USD MILLION)98TABLE 24OPERATIONAL DATA STORAGE: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY REGION, 2021–2026 (USD MILLION)988DATA WAREHOUSE AS A SERVICE MARKET, BY DEPLOYMENT MODEL998.1INTRODUCTION100FIGURE 38PUBLIC CLOUD DEPLOYMENT MODEL TO ACCOUNT FOR LARGER MARKET SIZE DURING FORECAST PERIOD1008.1.1DEPLOYMENT MODEL: DATA WAREHOUSE AS A SERVICE MARKET DRIVERS1008.1.2DEPLOYMENT MODEL: COVID-19 IMPACT101TABLE 25DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY DEPLOYMENT MODEL, 2016–2020 (USD MILLION)101TABLE 26DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY DEPLOYMENT MODEL, 2021–2026 (USD MILLION)1018.2PUBLIC CLOUD102TABLE 27PUBLIC CLOUD: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY REGION, 2016–2020 (USD MILLION)102TABLE 28PUBLIC CLOUD: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY REGION, 2021–2026 (USD MILLION)1028.3PRIVATE CLOUD103TABLE 29PRIVATE CLOUD: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY REGION, 2016–2020 (USD MILLION)103TABLE 30PRIVATE CLOUD: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY REGION, 2021–2026 (USD MILLION)1039DATA WAREHOUSE AS A SERVICE MARKET, BY ORGANIZATION SIZE1049.1INTRODUCTION105FIGURE 39LARGE ENTERPRISES ARE EXPECTED TO RECORD LARGER MARKET SIZE DURING FORECAST PERIOD1059.1.1ORGANIZATION SIZE: DATA WAREHOUSE AS A SERVICE MARKET DRIVERS1059.1.2ORGANIZATION SIZE: COVID-19 IMPACT106TABLE 31DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY ORGANIZATION SIZE, 2016–2020 (USD MILLION)106TABLE 32DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION)1069.2LARGE ENTERPRISES107TABLE 33LARGE ENTERPRISES: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY REGION, 2016–2020 (USD MILLION)107TABLE 34LARGE ENTERPRISES: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY REGION, 2021–2026 (USD MILLION)1079.3SMALL AND MEDIUM-SIZED ENTERPRISES108TABLE 35SMALL AND MEDIUM-SIZED ENTERPRISES: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY REGION, 2016–2020 (USD MILLION)108TABLE 36SMALL AND MEDIUM-SIZED ENTERPRISES: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY REGION, 2021–2026 (USD MILLION)10810DATA WAREHOUSE AS A SERVICE MARKET, BY VERTICAL10910.1INTRODUCTION110FIGURE 40BFSI SEGMENT TO ACCOUNT FOR LARGEST MARKET SIZE DURING FORECAST PERIOD11010.1.1VERTICALS: DATA WAREHOUSE AS A SERVICE MARKET DRIVERS11010.1.2VERTICALS: COVID-19 IMPACT111TABLE 37DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY VERTICAL, 2016–2020 (USD MILLION)111TABLE 38DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY VERTICAL, 2021–2026 (USD MILLION)11210.2BANKING, FINANCIAL SERVICES, AND INSURANCE112TABLE 39BANKING, FINANCIAL SERVICES, AND INSURANCE: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY REGION, 2016–2020 (USD MILLION)113TABLE 40BANKING, FINANCIAL SERVICES, AND INSURANCE: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY REGION, 2021–2026 (USD MILLION)11310.3ENERGY AND UTILITIES113TABLE 41ENERGY AND UTILITIES: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY REGION, 2016–2020 (USD MILLION)114TABLE 42ENERGY AND UTILITIES: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY REGION, 2021–2026 (USD MILLION)11410.4GOVERNMENT AND PUBLIC SECTOR114TABLE 43GOVERNMENT AND PUBLIC SECTOR: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY REGION, 2016–2020 (USD MILLION)115TABLE 44GOVERNMENT AND PUBLIC SECTOR: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY REGION, 2021–2026 (USD MILLION)11510.5HEALTHCARE AND LIFE SCIENCES115TABLE 45HEALTHCARE AND LIFE SCIENCES: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY REGION, 2016–2020 (USD MILLION)116TABLE 46HEALTHCARE AND LIFE SCIENCES: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY REGION, 2021–2026 (USD MILLION)11610.6IT AND ITES116TABLE 47IT AND ITES: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY REGION, 2016–2020 (USD MILLION)117TABLE 48IT AND ITES: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY REGION, 2021–2026 (USD MILLION)11710.7MANUFACTURING117TABLE 49MANUFACTURING: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY REGION, 2016–2020 (USD MILLION)118TABLE 50MANUFACTURING: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY REGION, 2021–2026 (USD MILLION)11810.8MEDIA AND ENTERTAINMENT118TABLE 51MEDIA AND ENTERTAINMENT: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY REGION, 2016–2020 (USD MILLION)119TABLE 52MEDIA AND ENTERTAINMENT: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY REGION, 2021–2026 (USD MILLION)11910.9RETAIL AND CONSUMER GOODS119TABLE 53RETAIL AND CONSUMER GOODS: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY REGION, 2016–2020 (USD MILLION)120TABLE 54RETAIL AND CONSUMER GOODS: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY REGION, 2021–2026 (USD MILLION)12010.10TELECOMMUNICATIONS120TABLE 55TELECOMMUNICATIONS: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY REGION, 2016–2020 (USD MILLION)121TABLE 56TELECOMMUNICATIONS: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY REGION, 2021–2026 (USD MILLION)12110.11OTHERS121TABLE 57OTHERS: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY REGION, 2016–2020 (USD MILLION)122TABLE 58OTHERS: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY REGION, 2021–2026 (USD MILLION)122 11DATA WAREHOUSE AS A SERVICE MARKET, BY REGION12311.1INTRODUCTION124FIGURE 41NORTH AMERICA TO ACCOUNT FOR LARGEST MARKET SIZE DURING FORECAST PERIOD124TABLE 59DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY REGION, 2016–2020 (USD MILLION)124TABLE 60DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY REGION, 2021–2026 (USD MILLION)12511.2NORTH AMERICA12511.2.1NORTH AMERICA: DATA WAREHOUSE AS A SERVICE MARKET DRIVERS12511.2.2NORTH AMERICA: COVID-19 IMPACT12611.2.3NORTH AMERICA: REGULATIONS12711.2.3.1Health Insurance Portability and Accountability Act of 199612711.2.3.2California Consumer Privacy Act12711.2.3.3Gramm–Leach–Bliley Act12711.2.3.4Health Information Technology for Economic and Clinical Health Act12711.2.3.5Sarbanes Oxley Act12811.2.3.6Federal Information Security Management Act12811.2.3.7Payment Card Industry Data Security Standard12811.2.3.8Federal Information Processing Standards128FIGURE 42NORTH AMERICA: MARKET SNAPSHOT130TABLE 61NORTH AMERICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY APPLICATION, 2016–2020 (USD MILLION)130TABLE 62NORTH AMERICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY APPLICATION, 2021–2026 (USD MILLION)131TABLE 63NORTH AMERICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY TYPE, 2016–2020 (USD MILLION)131TABLE 64NORTH AMERICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY TYPE, 2021–2026 (USD MILLION)131TABLE 65NORTH AMERICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY DEPLOYMENT MODEL, 2016–2020 (USD MILLION)131TABLE 66NORTH AMERICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY DEPLOYMENT MODEL, 2021–2026 (USD MILLION)132TABLE 67NORTH AMERICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY ORGANIZATION SIZE, 2016–2020 (USD MILLION)132TABLE 68NORTH AMERICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION)132TABLE 69NORTH AMERICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY VERTICAL, 2016–2020 (USD MILLION)133TABLE 70NORTH AMERICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY VERTICAL, 2021–2026 (USD MILLION)133TABLE 71NORTH AMERICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY COUNTRY, 2016–2020 (USD MILLION)134TABLE 72NORTH AMERICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY COUNTRY, 2021–2026 (USD MILLION)134 11.2.4UNITED STATES134TABLE 73UNITED STATES: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY DEPLOYMENT MODEL, 2016–2020 (USD MILLION)134TABLE 74UNITED STATES: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY DEPLOYMENT MODEL, 2021–2026 (USD MILLION)135TABLE 75UNITED STATES: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY ORGANIZATION SIZE, 2016–2020 (USD MILLION)135TABLE 76UNITED STATES: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION)13511.2.5CANADA135TABLE 77CANADA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY DEPLOYMENT MODEL, 2016–2020 (USD MILLION)136TABLE 78CANADA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY DEPLOYMENT MODEL, 2021–2026 (USD MILLION)136TABLE 79CANADA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY ORGANIZATION SIZE, 2016–2020 (USD MILLION)136TABLE 80CANADA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION)13611.3EUROPE13711.3.1EUROPE: DATA WAREHOUSE AS A SERVICE MARKET DRIVERS13711.3.2EUROPE: COVID-19 IMPACT13711.3.3EUROPE: REGULATIONS13811.3.3.1General Data Protection Regulation13811.3.3.2European Committee for Standardization13811.3.3.3European Technical Standards Institute138TABLE 81EUROPE: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY APPLICATION, 2016–2020 (USD MILLION)139TABLE 82EUROPE: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY APPLICATION, 2021–2026 (USD MILLION)139TABLE 83EUROPE: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY TYPE, 2016–2020 (USD MILLION)139TABLE 84EUROPE: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY TYPE, 2021–2026 (USD MILLION)140TABLE 85EUROPE: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY DEPLOYMENT MODEL, 2016–2020 (USD MILLION)140TABLE 86EUROPE: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY DEPLOYMENT MODEL, 2021–2026 (USD MILLION)140TABLE 87EUROPE: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY ORGANIZATION SIZE, 2016–2020 (USD MILLION)140TABLE 88EUROPE: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION)141TABLE 89EUROPE: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY VERTICAL, 2016–2020 (USD MILLION)141TABLE 90EUROPE: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY VERTICAL, 2021–2026 (USD MILLION)142TABLE 91EUROPE: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY COUNTRY, 2016–2020 (USD MILLION)142TABLE 92EUROPE: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY COUNTRY, 2021–2026 (USD MILLION)14311.3.4UNITED KINGDOM143TABLE 93UNITED KINGDOM: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY DEPLOYMENT MODEL, 2016–2020 (USD MILLION)143TABLE 94UNITED KINGDOM: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY DEPLOYMENT MODEL, 2021–2026 (USD MILLION)143TABLE 95UNITED KINGDOM: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY ORGANIZATION SIZE, 2016–2020 (USD MILLION)144TABLE 96UNITED KINGDOM: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION)14411.3.5GERMANY144TABLE 97GERMANY: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY DEPLOYMENT MODEL, 2016–2020 (USD MILLION)144TABLE 98GERMANY: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY DEPLOYMENT MODEL, 2021–2026 (USD MILLION)145TABLE 99GERMANY: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY ORGANIZATION SIZE, 2016–2020 (USD MILLION)145TABLE 100GERMANY: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION)14511.3.6FRANCE145TABLE 101FRANCE: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY DEPLOYMENT MODEL, 2016–2020 (USD MILLION)146TABLE 102FRANCE: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY DEPLOYMENT MODEL, 2021–2026 (USD MILLION)146TABLE 103FRANCE: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY ORGANIZATION SIZE, 2016–2020 (USD MILLION)146TABLE 104FRANCE: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION)14611.3.7REST OF EUROPE147TABLE 105REST OF EUROPE: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY DEPLOYMENT MODEL, 2016–2020 (USD MILLION)147TABLE 106REST OF EUROPE: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY DEPLOYMENT MODEL, 2021–2026 (USD MILLION)147TABLE 107REST OF EUROPE: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY ORGANIZATION SIZE, 2016–2020 (USD MILLION)147TABLE 108REST OF EUROPE: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION)14811.4ASIA PACIFIC14811.4.1ASIA PACIFIC: DATA WAREHOUSE AS A SERVICE MARKET DRIVERS14811.4.2ASIA PACIFIC: COVID-19 IMPACT14911.4.3ASIA PACIFIC: REGULATIONS14911.4.3.1International Organization for Standardization 2700114911.4.3.2Personal Data Protection Act150FIGURE 43ASIA PACIFIC: MARKET SNAPSHOT151TABLE 109ASIA PACIFIC: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY APPLICATION, 2016–2020 (USD MILLION)151TABLE 110ASIA PACIFIC: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY APPLICATION, 2021–2026 (USD MILLION)152TABLE 111ASIA PACIFIC: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY TYPE, 2016–2020 (USD MILLION)152TABLE 112ASIA PACIFIC: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY TYPE, 2021–2026 (USD MILLION)152TABLE 113ASIA PACIFIC: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY DEPLOYMENT MODEL, 2016–2020 (USD MILLION)152TABLE 114ASIA PACIFIC: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY DEPLOYMENT MODEL, 2021–2026 (USD MILLION)153TABLE 115ASIA PACIFIC: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY ORGANIZATION SIZE, 2016–2020 (USD MILLION)153TABLE 116ASIA PACIFIC: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION)153TABLE 117ASIA PACIFIC: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY VERTICAL, 2016–2020 (USD MILLION)154TABLE 118ASIA PACIFIC: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY VERTICAL, 2021–2026 (USD MILLION)154TABLE 119ASIA PACIFIC: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY COUNTRY, 2016–2020 (USD MILLION)155TABLE 120ASIA PACIFIC: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY COUNTRY, 2021–2026 (USD MILLION)15511.4.4CHINA155TABLE 121CHINA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY DEPLOYMENT MODEL, 2016–2020 (USD MILLION)155TABLE 122CHINA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY DEPLOYMENT MODEL, 2021–2026 (USD MILLION)156TABLE 123CHINA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY ORGANIZATION SIZE, 2016–2020 (USD MILLION)156TABLE 124CHINA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION)15611.4.5JAPAN156TABLE 125JAPAN: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY DEPLOYMENT MODEL, 2016–2020 (USD MILLION)157TABLE 126JAPAN: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY DEPLOYMENT MODEL, 2021–2026 (USD MILLION)157TABLE 127JAPAN: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY ORGANIZATION SIZE, 2016–2020 (USD MILLION)157TABLE 128JAPAN: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION)15711.4.6AUSTRALIA AND NEW ZEALAND158TABLE 129AUSTRALIA AND NEW ZEALAND: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY DEPLOYMENT MODEL, 2016–2020 (USD MILLION)158TABLE 130AUSTRALIA AND NEW ZEALAND: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY DEPLOYMENT MODEL, 2021–2026 (USD MILLION)158TABLE 131AUSTRALIA AND NEW ZEALAND: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY ORGANIZATION SIZE, 2016–2020 (USD MILLION)158TABLE 132AUSTRALIA AND NEW ZEALAND: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION)15911.4.7REST OF ASIA PACIFIC159TABLE 133REST OF ASIA PACIFIC: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY DEPLOYMENT MODEL, 2016–2020 (USD MILLION)159TABLE 134REST OF ASIA PACIFIC: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY DEPLOYMENT MODEL, 2021–2026 (USD MILLION)160TABLE 135REST OF ASIA PACIFIC: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY ORGANIZATION SIZE, 2016–2020 (USD MILLION)160TABLE 136REST OF ASIA PACIFIC: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION)16011.5MIDDLE EAST AND AFRICA16111.5.1MIDDLE EAST AND AFRICA: DATA WAREHOUSE AS A SERVICE MARKET DRIVERS16111.5.2MIDDLE EAST AND AFRICA: COVID-19 IMPACT16211.5.3MIDDLE EAST AND AFRICA: REGULATIONS16211.5.3.1ISRAELI Privacy Protection Regulations (Data Security), 5777-201716211.5.3.2Cloud Computing Framework16211.5.3.3GDPR Applicability in KSA16311.5.3.4Protection of Personal Information Act16311.5.3.5TRA’s IoT Regulatory Policy163TABLE 137MIDDLE EAST AND AFRICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY APPLICATION, 2016–2020 (USD MILLION)164TABLE 138MIDDLE EAST AND AFRICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY APPLICATION, 2021–2026 (USD MILLION)164TABLE 139MIDDLE EAST AND AFRICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY TYPE, 2016–2020 (USD MILLION)164TABLE 140MIDDLE EAST AND AFRICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY TYPE, 2021–2026 (USD MILLION)165TABLE 141MIDDLE EAST AND AFRICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY DEPLOYMENT MODEL, 2016–2020 (USD MILLION)165TABLE 142MIDDLE EAST AND AFRICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY DEPLOYMENT MODEL, 2021–2026 (USD MILLION)165TABLE 143MIDDLE EAST AND AFRICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY ORGANIZATION SIZE, 2016–2020 (USD MILLION)165TABLE 144MIDDLE EAST AND AFRICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION)166TABLE 145MIDDLE EAST AND AFRICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY VERTICAL, 2016–2020 (USD MILLION)166TABLE 146MIDDLE EAST AND AFRICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY VERTICAL, 2021–2026 (USD MILLION)167TABLE 147MIDDLE EAST AND AFRICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY COUNTRY, 2016–2020 (USD MILLION)167TABLE 148MIDDLE EAST AND AFRICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY COUNTRY, 2021–2026 (USD MILLION)16811.5.4SAUDI ARABIA168TABLE 149SAUDI ARABIA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY DEPLOYMENT MODEL, 2016–2020 (USD MILLION)168TABLE 150SAUDI ARABIA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY DEPLOYMENT MODEL, 2021–2026 (USD MILLION)168TABLE 151SAUDI ARABIA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY ORGANIZATION SIZE, 2016–2020 (USD MILLION)169TABLE 152SAUDI ARABIA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION)16911.5.5UNITED ARAB EMIRATES169TABLE 153UNITED ARAB EMIRATES: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY DEPLOYMENT MODEL, 2016–2020 (USD MILLION)169TABLE 154UNITED ARAB EMIRATES: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY DEPLOYMENT MODEL, 2021–2026 (USD MILLION)170TABLE 155UNITED ARAB EMIRATES: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY ORGANIZATION SIZE, 2016–2020 (USD MILLION)170TABLE 156UNITED ARAB EMIRATES: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION)17011.5.6SOUTH AFRICA170TABLE 157SOUTH AFRICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY DEPLOYMENT MODEL, 2016–2020 (USD MILLION)171TABLE 158SOUTH AFRICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY DEPLOYMENT MODEL, 2021–2026 (USD MILLION)171TABLE 159SOUTH AFRICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY ORGANIZATION SIZE, 2016–2020 (USD MILLION)171TABLE 160SOUTH AFRICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION)17111.5.7REST OF MIDDLE EAST AND AFRICA172TABLE 161REST OF MIDDLE EAST AND AFRICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY DEPLOYMENT MODEL, 2016–2020 (USD MILLION)172TABLE 162REST OF MIDDLE EAST AND AFRICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY DEPLOYMENT MODEL, 2021–2026 (USD MILLION)172TABLE 163REST OF MIDDLE EAST AND AFRICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY ORGANIZATION SIZE, 2016–2020 (USD MILLION)173TABLE 164REST OF MIDDLE EAST AND AFRICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION)17311.6LATIN AMERICA17311.6.1LATIN AMERICA: DATA WAREHOUSE AS A SERVICE MARKET DRIVERS17411.6.2LATIN AMERICA: COVID-19 IMPACT17411.6.3LATIN AMERICA: REGULATIONS17511.6.3.1Brazil Data Protection Law17511.6.3.2Argentina Personal Data Protection Law No. 25.326175TABLE 165LATIN AMERICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY APPLICATION, 2016–2020 (USD MILLION)175TABLE 166LATIN AMERICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY APPLICATION, 2021–2026 (USD MILLION)176TABLE 167LATIN AMERICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY TYPE, 2016–2020 (USD MILLION)176TABLE 168LATIN AMERICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY TYPE, 2021–2026 (USD MILLION)176TABLE 169LATIN AMERICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY DEPLOYMENT MODEL, 2016–2020 (USD MILLION)176TABLE 170LATIN AMERICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY DEPLOYMENT MODEL, 2021–2026 (USD MILLION)177TABLE 171LATIN AMERICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY ORGANIZATION SIZE, 2016–2020 (USD MILLION)177TABLE 172LATIN AMERICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION)177TABLE 173LATIN AMERICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY VERTICAL, 2016–2020 (USD MILLION)178TABLE 174LATIN AMERICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY VERTICAL, 2021–2026 (USD MILLION)178TABLE 175LATIN AMERICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY COUNTRY, 2016–2020 (USD MILLION)179TABLE 176LATIN AMERICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY COUNTRY, 2021–2026 (USD MILLION)17911.6.4BRAZIL179TABLE 177BRAZIL: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY DEPLOYMENT MODEL, 2016–2020 (USD MILLION)179TABLE 178BRAZIL: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY DEPLOYMENT MODEL, 2021–2026 (USD MILLION)180TABLE 179BRAZIL: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY ORGANIZATION SIZE, 2016–2020 (USD MILLION)180TABLE 180BRAZIL: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION)18011.6.5MEXICO180TABLE 181MEXICO: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY DEPLOYMENT MODEL, 2016–2020 (USD MILLION)181TABLE 182MEXICO: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY DEPLOYMENT MODEL, 2021–2026 (USD MILLION)181TABLE 183MEXICO: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY ORGANIZATION SIZE, 2016–2020 (USD MILLION)181TABLE 184MEXICO: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION)18111.6.6REST OF LATIN AMERICA182TABLE 185REST OF LATIN AMERICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY DEPLOYMENT MODEL, 2016–2020 (USD MILLION)182TABLE 186REST OF LATIN AMERICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY DEPLOYMENT MODEL, 2021–2026 (USD MILLION)182TABLE 187REST OF LATIN AMERICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY ORGANIZATION SIZE, 2016–2020 (USD MILLION)182TABLE 188REST OF LATIN AMERICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION)18312COMPETITIVE LANDSCAPE18412.1INTRODUCTION18412.2MARKET SHARE OF TOP VENDORS184TABLE 189DATA WAREHOUSE AS A SERVICE: DEGREE OF COMPETITION184FIGURE 44DATA WAREHOUSE AS A SERVICE MARKET: VENDOR SHARE ANALYSIS185 12.3HISTORICAL REVENUE ANALYSIS OF TOP VENDORS186FIGURE 45HISTORICAL REVENUE ANALYSIS18612.4COMPANY EVALUATION QUADRANT18612.4.1DEFINITIONS AND METHODOLOGY186TABLE 190COMPANY EVALUATION QUADRANT: CRITERIA18612.4.2STAR18712.4.3EMERGING LEADER18712.4.4PERVASIVE18712.4.5PARTICIPANT187FIGURE 46DATA WAREHOUSE AS A SERVICE MARKET (GLOBAL): COMPANY EVALUATION QUADRANT, 2021188TABLE 191COMPANY PRODUCT FOOTPRINT189TABLE 192COMPANY INDUSTRY FOOTPRINT (1/2)190TABLE 193COMPANY INDUSTRY FOOTPRINT (2/2)191TABLE 194COMPANY REGION FOOTPRINT19212.5SME EVALUATION QUADRANT19212.5.1DEFINITIONS AND METHODOLOGY192TABLE 195SME EVALUATION QUADRANT: CRITERIA19312.5.2PROGRESSIVE COMPANIES19312.5.3RESPONSIVE COMPANIES19312.5.4DYNAMIC COMPANIES19312.5.5STARTING BLOCKS193FIGURE 47DATA WAREHOUSE AS A SERVICE MARKET (GLOBAL): SME EVALUATION QUADRANT, 202119412.6COMPETITIVE SCENARIO195TABLE 196DATA WAREHOUSE AS A SERVICE: NEW PRODUCT LAUNCHES, NOVEMBER 2019–JULY 2021195TABLE 197DATA WAREHOUSE AS A SERVICE: DEALS, OCTOBER 2020–JULY 202119613COMPANY PROFILES19713.1INTRODUCTION19713.2KEY PLAYERS197(Business Overview, Products, Key Insights, Recent Developments, MnM View)*13.2.1AWS197TABLE 198AWS: BUSINESS OVERVIEW197FIGURE 48AWS: COMPANY SNAPSHOT198TABLE 199AWS: PRODUCTS OFFERED198TABLE 200AWS: DATA WAREHOUSE AS A SERVICE MARKET: PRODUCT LAUNCHES198TABLE 201AWS: DATA WAREHOUSE AS A SERVICE MARKET: DEALS19913.2.2IBM201TABLE 202IBM: BUSINESS OVERVIEW201FIGURE 49IBM: COMPANY SNAPSHOT202TABLE 203IBM: PRODUCTS OFFERED202TABLE 204IBM: DATA WAREHOUSE AS A SERVICE MARKET: PRODUCT LAUNCHES203TABLE 205IBM: DATA WAREHOUSE AS A SERVICE MARKET: DEALS20313.2.3MICROSOFT204TABLE 206MICROSOFT: BUSINESS OVERVIEW204FIGURE 50MICROSOFT: COMPANY SNAPSHOT205TABLE 207MICROSOFT: PRODUCTS OFFERED205TABLE 208MICROSOFT: DATA WAREHOUSE AS A SERVICE MARKET: PRODUCT LAUNCHES206TABLE 209MICROSOFT: DATA WAREHOUSE AS A SERVICE MARKET: DEALS20613.2.4GOOGLE208TABLE 210GOOGLE: BUSINESS OVERVIEW208FIGURE 51GOOGLE: COMPANY SNAPSHOT208TABLE 211GOOGLE: PRODUCTS OFFERED209TABLE 212GOOGLE: DATA WAREHOUSE AS A SERVICE MARKET: PRODUCT LAUNCHES209TABLE 213GOOGLE: DATA WAREHOUSE AS A SERVICE MARKET: DEALS20913.2.5ORACLE211TABLE 214ORACLE: BUSINESS OVERVIEW211FIGURE 52ORACLE: COMPANY SNAPSHOT211TABLE 215ORACLE: PRODUCTS OFFERED212TABLE 216ORACLE: DATA WAREHOUSE AS A SERVICE MARKET: PRODUCT LAUNCHES212TABLE 217ORACLE: DATA WAREHOUSE AS A SERVICE MARKET: DEALS21213.2.6SAP214TABLE 218SAP: BUSINESS OVERVIEW214FIGURE 53SAP: COMPANY SNAPSHOT215TABLE 219SAP: PRODUCTS OFFERED215TABLE 220SAP: DATA WAREHOUSE AS A SERVICE MARKET: PRODUCT LAUNCHES216TABLE 221SAP: DATA WAREHOUSE AS A SERVICE MARKET: DEALS21613.2.7SNOWFLAKE217TABLE 222SNOWFLAKE: BUSINESS OVERVIEW217FIGURE 54SNOWFLAKE: COMPANY SNAPSHOT217TABLE 223SNOWFLAKE: PRODUCTS OFFERED218TABLE 224SNOWFLAKE: DATA WAREHOUSE AS A SERVICE MARKET: PRODUCT LAUNCHES218TABLE 225SNOWFLAKE: DATA WAREHOUSE AS A SERVICE MARKET: DEALS21813.2.8MICRO FOCUS219TABLE 226MICRO FOCUS: BUSINESS OVERVIEW219FIGURE 55MICRO FOCUS: COMPANY SNAPSHOT220TABLE 227MICRO FOCUS: PRODUCTS OFFERED220TABLE 228MICRO FOCUS: DATA WAREHOUSE AS A SERVICE MARKET: PRODUCT LAUNCHES221TABLE 229MICRO FOCUS: DATA WAREHOUSE AS A SERVICE MARKET: DEALS221 13.2.9TERADATA222TABLE 230TERADATA: BUSINESS OVERVIEW222FIGURE 56TERADATA: COMPANY SNAPSHOT223TABLE 231TERADATA: PRODUCTS OFFERED223TABLE 232TERADATA: DATA WAREHOUSE AS A SERVICE MARKET: PRODUCT LAUNCHES224TABLE 233TERADATA: DATA WAREHOUSE AS A SERVICE MARKET: DEALS22413.2.101010DATA225TABLE 2341010 DATA: BUSINESS OVERVIEW225TABLE 2351010 DATA: PRODUCTS OFFERED225TABLE 2361010 DATA: DATA WAREHOUSE AS A SERVICE MARKET: DEALS22613.2.11CLOUDERA227TABLE 237CLOUDERA: BUSINESS OVERVIEW227FIGURE 57CLOUDERA: COMPANY SNAPSHOT227TABLE 238CLOUDERA: PRODUCTS OFFERED228TABLE 239CLOUDERA: DATA WAREHOUSE AS A SERVICE MARKET: PRODUCT LAUNCHES228TABLE 240CLOUDERA: DATA WAREHOUSE AS A SERVICE MARKET: DEALS22813.2.12PIVOTAL230TABLE 241PIVOTAL: BUSINESS OVERVIEW230TABLE 242PIVOTAL: PRODUCTS OFFERED23013.2.13YELLOWBRICK231TABLE 243YELLOWBRICK: BUSINESS OVERVIEW231TABLE 244YELLOWBRICK: PRODUCTS OFFERED231TABLE 245YELLOWBRICK: DATA WAREHOUSE AS A SERVICE MARKET: PRODUCT LAUNCHES231TABLE 246YELLOWBRICK: DATA WAREHOUSE AS A SERVICE MARKET: DEALS23213.2.14VEEVA SYSTEMS233TABLE 247VEEVA SYSTEMS: BUSINESS OVERVIEW233FIGURE 58VEEVA SYSTEMS: COMPANY SNAPSHOT234TABLE 248VEEVA SYSTEMS: PRODUCTS OFFERED23413.2.15ACTIAN235TABLE 249ACTIAN: BUSINESS OVERVIEW235TABLE 250ACTIAN: PRODUCTS OFFERED235TABLE 251ACTIAN: DATA WAREHOUSE AS A SERVICE MARKET: PRODUCT LAUNCHES23513.2.16MARKLOGIC237TABLE 252MARKLOGIC: BUSINESS OVERVIEW237TABLE 253MARKLOGIC: PRODUCTS OFFERED237TABLE 254MARKLOGIC: DATA WAREHOUSE AS A SERVICE MARKET: PRODUCT LAUNCHES23713.2.17NETAVIS SOFTWARE238TABLE 255NETAVIS SOFTWARE: BUSINESS OVERVIEW238TABLE 256NETAVIS SOFTWARE: PRODUCTS OFFERED238 13.2.18SOLVER239TABLE 257SOLVER: BUSINESS OVERVIEW239TABLE 258SOLVER: PRODUCTS OFFERED239TABLE 259SOLVER: DATA WAREHOUSE AS A SERVICE MARKET: DEALS23913.3OTHER PLAYERS24013.3.1ACCUR8 SOFTWARE240TABLE 260ACCUR8 SOFTWARE: BUSINESS OVERVIEW240TABLE 261ACCUR8 SOFTWARE: PRODUCTS OFFERED240TABLE 262ACCUR8 SOFTWARE: DATA WAREHOUSE AS A SERVICE MARKET: PRODUCT LAUNCHES24013.3.2ATSCALE241TABLE 263ATSCALE: BUSINESS OVERVIEW241TABLE 264ATSCALE: PRODUCTS OFFERED241TABLE 265ATSCALE: DATA WAREHOUSE AS A SERVICE MARKET: PRODUCT LAUNCHES241TABLE 266ATSCALE: DATA WAREHOUSE AS A SERVICE MARKET: DEALS24213.3.3PANOPLY243TABLE 267PANOPLY: BUSINESS OVERVIEW243TABLE 268PANOPLY: PRODUCTS OFFERED243TABLE 269PANOPLY: DATA WAREHOUSE AS A SERVICE MARKET: PRODUCT LAUNCHES243TABLE 270PANOPLY: DATA WAREHOUSE AS A SERVICE MARKET: DEALS24413.3.4SINGLESTORE245TABLE 271SINGLE STORE: BUSINESS OVERVIEW245TABLE 272SINGLESTORE: PRODUCTS OFFERED245TABLE 273SINGLESTORE: DATA WAREHOUSE AS A SERVICE MARKET: PRODUCT LAUNCHES24513.3.5TRANSWARP246TABLE 274TRANSWARP: BUSINESS OVERVIEW246TABLE 275TRANSWRAP: PRODUCTS OFFERED246*Details on Business Overview, Products, Key Insights, Recent Developments, MnM View might not be captured in case of unlisted companies.14ADJACENT MARKETS24714.1INTRODUCTION24714.1.1RELATED MARKET24714.2BUSINESS INTELLIGENCE MARKET247TABLE 276BUSINESS INTELLIGENCE MARKET SIZE, BY SOLUTION, 2016–2019 (USD MILLION)247TABLE 277BUSINESS INTELLIGENCE MARKET SIZE, BY SOLUTION, 2020–2025 (USD MILLION)248TABLE 278BUSINESS INTELLIGENCE MARKET SIZE, BY SERVICE, 2016–2019 (USD MILLION)248TABLE 279BUSINESS INTELLIGENCE MARKET SIZE, BY SERVICE, 2020–2025(USD MILLION)248TABLE 280BUSINESS INTELLIGENCE MARKET SIZE, BY DEPLOYMENT MODE, 2016–2019 (USD MILLION)249TABLE 281BUSINESS INTELLIGENCE MARKET SIZE, BY DEPLOYMENT MODE, 2020–2025 (USD MILLION)249TABLE 282BUSINESS INTELLIGENCE MARKET SIZE, BY ORGANIZATION SIZE, 2016–2019 (USD MILLION)249TABLE 283BUSINESS INTELLIGENCE MARKET SIZE, BY ORGANIZATION SIZE, 2020–2025 (USD MILLION)249TABLE 284BUSINESS INTELLIGENCE MARKET SIZE, BY INDUSTRY VERTICAL, 2016–2019 (USD MILLION)250TABLE 285BUSINESS INTELLIGENCE MARKET SIZE, BY INDUSTRY VERTICAL, 2020–2025 (USD MILLION)250TABLE 286BUSINESS INTELLIGENCE MARKET SIZE, BY REGION, 2016–2019 (USD MILLION)251TABLE 287BUSINESS INTELLIGENCE MARKET SIZE, BY REGION, 2020–2025 (USD MILLION)25115APPENDIX25215.1DISCUSSION GUIDE25215.2KNOWLEDGE STORE: MARKETSANDMARKETS’ SUBSCRIPTION PORTAL25615.3AVAILABLE CUSTOMIZATIONS25815.4RELATED REPORTS25815.5AUTHOR DETAILS259

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