サービスとしてのデータウェアハウス市場

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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 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.
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 Coverage
The 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 report
The 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

1INTRODUCTION38
1.1INTRODUCTION TO COVID-1938
1.2COVID-19 HEALTH ASSESSMENT38
FIGURE 1COVID-19: GLOBAL PROPAGATION38
FIGURE 2COVID-19 PROPAGATION: SELECT COUNTRIES39
1.3COVID-19 ECONOMIC ASSESSMENT40
FIGURE 3REVISED GROSS DOMESTIC PRODUCT FORECASTS FOR SELECT G20 COUNTRIES IN 202040
1.3.1COVID-19 ECONOMIC IMPACT—SCENARIO ASSESSMENT41
FIGURE 4CRITERIA IMPACTING GLOBAL ECONOMY41
FIGURE 5SCENARIOS IN TERMS OF RECOVERY OF GLOBAL ECONOMY42
1.4STUDY OBJECTIVES43
1.5MARKET DEFINITION43
1.5.1INCLUSIONS AND EXCLUSIONS44
1.6MARKET SCOPE45
1.6.1MARKET SEGMENTATION45
1.6.2REGIONS COVERED45
1.6.3YEARS CONSIDERED FOR STUDY46
1.7CURRENCY CONSIDERED46
TABLE 1UNITED STATES DOLLAR EXCHANGE RATE, 2017–201946
1.8STAKEHOLDERS46
1.9SUMMARY OF CHANGES47
2RESEARCH METHODOLOGY48
2.1RESEARCH DATA48
FIGURE 6DATA WAREHOUSE AS A SERVICE MARKET: RESEARCH DESIGN48
2.1.1SECONDARY DATA49
2.1.2PRIMARY DATA49
2.1.2.1Breakup of primary profiles50
FIGURE 7BREAKUP OF PRIMARY INTERVIEWS: BY COMPANY TYPE, DESIGNATION, AND REGION50
2.1.2.2Key industry insights50
2.2MARKET BREAKUP AND DATA TRIANGULATION51
FIGURE 8DATA TRIANGULATION51
2.3MARKET SIZE ESTIMATION52
FIGURE 9DATA WAREHOUSE AS A SERVICE MARKET: TOP-DOWN AND BOTTOM-UP APPROACHES52
FIGURE 10MARKET SIZE ESTIMATION METHODOLOGY – APPROACH 1 (SUPPLY SIDE): REVENUE OF SERVICES FROM VENDORS53
FIGURE 11MARKET SIZE ESTIMATION METHODOLOGY: BOTTOM-UP APPROACH (SUPPLY SIDE): COLLECTIVE REVENUE OF VENDORS54
FIGURE 12MARKET SIZE ESTIMATION METHODOLOGY – (SUPPLY SIDE): CAGR PROJECTIONS FROM SUPPLY SIDE55
FIGURE 13MARKET SIZE ESTIMATION METHODOLOGY – APPROACH 2 (DEMAND SIDE): REVENUE GENERATED FROM VERTICALS (1/2)56
FIGURE 14MARKET SIZE ESTIMATION METHODOLOGY – APPROACH 2 (DEMAND SIDE): REVENUE GENERATED FROM VERTICALS (2/2)56
2.4MARKET FORECAST57
TABLE 2FACTOR ANALYSIS57
2.5RESEARCH ASSUMPTIONS58
2.6STUDY LIMITATIONS59
3EXECUTIVE SUMMARY60
FIGURE 15DATA WAREHOUSE AS A SERVICE MARKET: GLOBAL SNAPSHOT60
FIGURE 16DATA WAREHOUSE AS A SERVICE MARKET: TOP GROWING SEGMENTS61
FIGURE 17CUSTOMER ANALYTICS SEGMENT TO HOLD LARGEST MARKET SIZE DURING FORECAST PERIOD61
FIGURE 18PUBLIC CLOUD SEGMENT TO HOLD LARGEST MARKET SIZE DURING FORECAST PERIOD62
FIGURE 19TOP VERTICALS IN DATA WAREHOUSE AS A SERVICE MARKET62
FIGURE 20DATA WAREHOUSE AS A SERVICE MARKET: REGIONAL SNAPSHOT63
4PREMIUM INSIGHTS65
4.1ATTRACTIVE GROWTH OPPORTUNITIES IN DATA WAREHOUSE AS A SERVICE MARKET65
FIGURE 21FOCUS ON IMPROVING CUSTOMER EXPERIENCE AND SIMPLIFYING INFORMATION TECHNOLOGY OPERATIONS WORKFLOW TO DRIVE ADOPTION OF DATA WAREHOUSE AS A SERVICE65
4.2DATA WAREHOUSE AS A SERVICE MARKET, BY APPLICATION, 2021 VS. 202666
FIGURE 22CUSTOMER ANALYTICS SEGMENT TO HOLD LARGEST MARKET SHARE DURING FORECAST PERIOD66
4.3DATA WAREHOUSE AS A SERVICE MARKET, BY DEPLOYMENT MODEL, 202166
FIGURE 23PUBLIC CLOUD SEGMENT TO HOLD LARGER MARKET SHARE IN 202166
4.4DATA WAREHOUSE AS A SERVICE MARKET, BY ORGANIZATION SIZE, 202167
FIGURE 24LARGE ENTERPRISES SEGMENT TO HOLD LARGER MARKET SHARE IN 202167
4.5DATA WAREHOUSE AS A SERVICE MARKET, BY VERTICAL, 2021 VS. 202667
FIGURE 25BFSI VERTICAL TO HOLD LARGEST MARKET SHARE DURING FORECAST PERIOD67
4.6DATA WAREHOUSE AS A SERVICE MARKET: REGIONAL SCENARIO, 2021–202668
FIGURE 26ASIA PACIFIC TO EMERGE AS BEST MARKET FOR INVESTMENTS IN NEXT FIVE YEARS68

5MARKET OVERVIEW AND INDUSTRY TRENDS69
5.1INTRODUCTION69
5.2MARKET DYNAMICS69
FIGURE 27DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES69
5.2.1DRIVERS70
5.2.1.1Increasing role of business intelligence and data analytics in enterprise management70
5.2.1.2Growing dependence on data-driven decision making to improve business performance70
5.2.1.3Requirement for regulatory governance and security70
5.2.2RESTRAINTS70
5.2.2.1Lack of resources and expertise70
FIGURE 28PROJECTED SPENDING ON TECHNOLOGIES BY PROPORTION OF COMPANY REVENUE BY 202271
5.2.2.2High cost of implementation and complexity in utilizing data warehouse services72
FIGURE 29CHALLENGES IN ADOPTION OF CLOUD SERVICES72
5.2.3OPPORTUNITIES72
5.2.3.1Rapid deployment of large-scale cloud data warehouses72
FIGURE 30TOP CLOUD INITIATIVES IN 202073
5.2.3.2Rise in adoption of virtual data warehousing to speed up data access process73
5.2.4CHALLENGES73
5.2.4.1Lack of proper structure for access control73
5.2.4.2Ensuring acceptable data quality74
5.3CASE STUDY ANALYSIS74
5.3.1CASE STUDY 2: REAL-TIME ANALYTICS TO IMPROVE DATA GOVERNANCE75
5.3.2CASE STUDY: 3 ACCELERATED BUSINESS INSIGHTS75
5.4TECHNOLOGICAL ANALYSIS76
5.4.1ARTIFICIAL INTELLIGENCE AND MACHINE LEARNING76
5.4.2CLOUD COMPUTING76
5.4.3BIG DATA AND ANALYTICS76
5.5PATENT ANALYSIS76
FIGURE 31NUMBER OF PATENTS PUBLISHED77
FIGURE 32TOP FIVE PATENT OWNERS77
TABLE 3TOP TEN PATENT OWNERS (US)77
5.6COVID-19-DRIVEN MARKET DYNAMICS78
5.6.1DRIVERS AND OPPORTUNITIES78
5.6.2RESTRAINTS AND CHALLENGES78

5.7PORTER’S FIVE FORCES ANALYSIS79
FIGURE 33DWAAS MARKET: PORTER’S FIVE FORCES ANALYSIS79
TABLE 4DWAAS MARKET: PORTER’S FIVE FORCES ANALYSIS79
5.7.1THREAT OF NEW ENTRANTS80
5.7.2THREAT OF SUBSTITUTES80
5.7.3BARGAINING POWER OF SUPPLIERS80
5.7.4BARGAINING POWER OF BUYERS80
5.7.5INTENSITY OF COMPETITIVE RIVALRY80
5.8PRICING ANALYSIS81
TABLE 5PRICING ANALYSIS OF DATA WAREHOUSE SERVICE PROVIDERS81
5.9ECOSYSTEM82
TABLE 6DATA WAREHOUSE AS A SERVICE MARKET: ECOSYSTEM82
FIGURE 34DATA WAREHOUSE AS A SERVICE MARKET: ECOSYSTEM82
5.10VALUE CHAIN ANALYSIS83
FIGURE 35DATA WAREHOUSE AS A SERVICE MARKET: VALUE CHAIN83
6DATA WAREHOUSE AS A SERVICE MARKET, BY APPLICATION85
6.1INTRODUCTION86
FIGURE 36CUSTOMER ANALYTICS SEGMENT EXPECTED TO REGISTER LARGEST MARKET SIZE IN 202686
6.1.1APPLICATIONS: DATA WAREHOUSE AS A SERVICE MARKET DRIVERS86
6.1.2APPLICATIONS: COVID-19 IMPACT87
TABLE 7DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY APPLICATION, 2016–2020 (USD MILLION)87
TABLE 8DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY APPLICATION, 2021–2026 (USD MILLION)88
6.2BUSINESS INTELLIGENCE88
TABLE 9BUSINESS INTELLIGENCE: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY REGION, 2016–2020 (USD MILLION)89
TABLE 10BUSINESS INTELLIGENCE: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY REGION, 2021–2026 (USD MILLION)89
6.3CUSTOMER ANALYTICS89
TABLE 11CUSTOMER ANALYTICS: DATA WAREHOUSE AS A SERVICE MARKET SIZE,
BY REGION, 2016–2020 (USD MILLION)90
TABLE 12CUSTOMER ANALYTICS: DATA WAREHOUSE AS A SERVICE MARKET SIZE,
BY REGION, 2021–2026 (USD MILLION)90
6.4DATA MODERNIZATION90
TABLE 13DATA MODERNIZATION: DATA WAREHOUSE AS A SERVICE MARKET SIZE,
BY REGION, 2016–2020 (USD MILLION)91
TABLE 14DATA MODERNIZATION: DATA WAREHOUSE AS A SERVICE MARKET SIZE,
BY REGION, 2021–2026 (USD MILLION)91

6.5OPERATIONAL ANALYTICS91
TABLE 15OPERATIONAL ANALYTICS: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY REGION, 2016–2020 (USD MILLION)92
TABLE 16OPERATIONAL ANALYTICS: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY REGION, 2021–2026 (USD MILLION)92
6.6PREDICTIVE ANALYTICS92
TABLE 17PREDICTIVE ANALYTICS: DATA WAREHOUSE AS A SERVICE MARKET SIZE,
BY REGION, 2016–2020 (USD MILLION)93
TABLE 18PREDICTIVE ANALYTICS: DATA WAREHOUSE AS A SERVICE MARKET SIZE,
BY REGION, 2021–2026 (USD MILLION)93
7DATA WAREHOUSE AS A SERVICE MARKET, BY TYPE94
7.1INTRODUCTION95
FIGURE 37MARKET FOR OPERATIONAL DATA STORAGE SEGMENT EXPECTED TO GROW AT HIGHER CAGR DURING FORECAST PERIOD95
7.1.1TYPE: DATA WAREHOUSE AS A SERVICE MARKET DRIVERS95
7.1.2TYPE: COVID-19 IMPACT95
TABLE 19DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY TYPE,
2016–2020 (USD MILLION)96
TABLE 20DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY TYPE,
2021–2026 (USD MILLION)96
7.2ENTERPRISE DATA WAREHOUSE AS A SERVICE97
TABLE 21ENTERPRISE DATA WAREHOUSE AS A SERVICE: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY REGION, 2016–2020 (USD MILLION)97
TABLE 22ENTERPRISE DATA WAREHOUSE AS A SERVICE: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY REGION, 2021–2026 (USD MILLION)97
7.3OPERATIONAL DATA STORAGE98
TABLE 23OPERATIONAL DATA STORAGE: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY REGION, 2016–2020 (USD MILLION)98
TABLE 24OPERATIONAL DATA STORAGE: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY REGION, 2021–2026 (USD MILLION)98
8DATA WAREHOUSE AS A SERVICE MARKET, BY DEPLOYMENT MODEL99
8.1INTRODUCTION100
FIGURE 38PUBLIC CLOUD DEPLOYMENT MODEL TO ACCOUNT FOR LARGER MARKET SIZE DURING FORECAST PERIOD100
8.1.1DEPLOYMENT MODEL: DATA WAREHOUSE AS A SERVICE MARKET DRIVERS100
8.1.2DEPLOYMENT MODEL: COVID-19 IMPACT101
TABLE 25DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY DEPLOYMENT MODEL, 2016–2020 (USD MILLION)101
TABLE 26DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY DEPLOYMENT MODEL, 2021–2026 (USD MILLION)101
8.2PUBLIC CLOUD102
TABLE 27PUBLIC CLOUD: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY REGION, 2016–2020 (USD MILLION)102
TABLE 28PUBLIC CLOUD: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY REGION, 2021–2026 (USD MILLION)102
8.3PRIVATE CLOUD103
TABLE 29PRIVATE CLOUD: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY REGION, 2016–2020 (USD MILLION)103
TABLE 30PRIVATE CLOUD: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY REGION, 2021–2026 (USD MILLION)103
9DATA WAREHOUSE AS A SERVICE MARKET, BY ORGANIZATION SIZE104
9.1INTRODUCTION105
FIGURE 39LARGE ENTERPRISES ARE EXPECTED TO RECORD LARGER MARKET SIZE DURING FORECAST PERIOD105
9.1.1ORGANIZATION SIZE: DATA WAREHOUSE AS A SERVICE MARKET DRIVERS105
9.1.2ORGANIZATION SIZE: COVID-19 IMPACT106
TABLE 31DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY ORGANIZATION SIZE, 2016–2020 (USD MILLION)106
TABLE 32DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION)106
9.2LARGE ENTERPRISES107
TABLE 33LARGE ENTERPRISES: DATA WAREHOUSE AS A SERVICE MARKET SIZE,
BY REGION, 2016–2020 (USD MILLION)107
TABLE 34LARGE ENTERPRISES: DATA WAREHOUSE AS A SERVICE MARKET SIZE,
BY REGION, 2021–2026 (USD MILLION)107
9.3SMALL AND MEDIUM-SIZED ENTERPRISES108
TABLE 35SMALL AND MEDIUM-SIZED ENTERPRISES: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY REGION, 2016–2020 (USD MILLION)108
TABLE 36SMALL AND MEDIUM-SIZED ENTERPRISES: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY REGION, 2021–2026 (USD MILLION)108
10DATA WAREHOUSE AS A SERVICE MARKET, BY VERTICAL109
10.1INTRODUCTION110
FIGURE 40BFSI SEGMENT TO ACCOUNT FOR LARGEST MARKET SIZE DURING FORECAST PERIOD110
10.1.1VERTICALS: DATA WAREHOUSE AS A SERVICE MARKET DRIVERS110
10.1.2VERTICALS: COVID-19 IMPACT111
TABLE 37DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY VERTICAL,
2016–2020 (USD MILLION)111
TABLE 38DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY VERTICAL,
2021–2026 (USD MILLION)112
10.2BANKING, FINANCIAL SERVICES, AND INSURANCE112
TABLE 39BANKING, FINANCIAL SERVICES, AND INSURANCE: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY REGION, 2016–2020 (USD MILLION)113
TABLE 40BANKING, FINANCIAL SERVICES, AND INSURANCE: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY REGION, 2021–2026 (USD MILLION)113
10.3ENERGY AND UTILITIES113
TABLE 41ENERGY AND UTILITIES: DATA WAREHOUSE AS A SERVICE MARKET SIZE,
BY REGION, 2016–2020 (USD MILLION)114
TABLE 42ENERGY AND UTILITIES: DATA WAREHOUSE AS A SERVICE MARKET SIZE,
BY REGION, 2021–2026 (USD MILLION)114
10.4GOVERNMENT AND PUBLIC SECTOR114
TABLE 43GOVERNMENT AND PUBLIC SECTOR: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY REGION, 2016–2020 (USD MILLION)115
TABLE 44GOVERNMENT AND PUBLIC SECTOR: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY REGION, 2021–2026 (USD MILLION)115
10.5HEALTHCARE AND LIFE SCIENCES115
TABLE 45HEALTHCARE AND LIFE SCIENCES: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY REGION, 2016–2020 (USD MILLION)116
TABLE 46HEALTHCARE AND LIFE SCIENCES: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY REGION, 2021–2026 (USD MILLION)116
10.6IT AND ITES116
TABLE 47IT AND ITES: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY REGION, 2016–2020 (USD MILLION)117
TABLE 48IT AND ITES: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY REGION, 2021–2026 (USD MILLION)117
10.7MANUFACTURING117
TABLE 49MANUFACTURING: DATA WAREHOUSE AS A SERVICE MARKET SIZE,
BY REGION, 2016–2020 (USD MILLION)118
TABLE 50MANUFACTURING: DATA WAREHOUSE AS A SERVICE MARKET SIZE,
BY REGION, 2021–2026 (USD MILLION)118
10.8MEDIA AND ENTERTAINMENT118
TABLE 51MEDIA AND ENTERTAINMENT: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY REGION, 2016–2020 (USD MILLION)119
TABLE 52MEDIA AND ENTERTAINMENT: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY REGION, 2021–2026 (USD MILLION)119
10.9RETAIL AND CONSUMER GOODS119
TABLE 53RETAIL AND CONSUMER GOODS: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY REGION, 2016–2020 (USD MILLION)120
TABLE 54RETAIL AND CONSUMER GOODS: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY REGION, 2021–2026 (USD MILLION)120
10.10TELECOMMUNICATIONS120
TABLE 55TELECOMMUNICATIONS: DATA WAREHOUSE AS A SERVICE MARKET SIZE,
BY REGION, 2016–2020 (USD MILLION)121
TABLE 56TELECOMMUNICATIONS: DATA WAREHOUSE AS A SERVICE MARKET SIZE,
BY REGION, 2021–2026 (USD MILLION)121
10.11OTHERS121
TABLE 57OTHERS: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY REGION,
2016–2020 (USD MILLION)122
TABLE 58OTHERS: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY REGION,
2021–2026 (USD MILLION)122

11DATA WAREHOUSE AS A SERVICE MARKET, BY REGION123
11.1INTRODUCTION124
FIGURE 41NORTH AMERICA TO ACCOUNT FOR LARGEST MARKET SIZE DURING FORECAST PERIOD124
TABLE 59DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY REGION,
2016–2020 (USD MILLION)124
TABLE 60DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY REGION,
2021–2026 (USD MILLION)125
11.2NORTH AMERICA125
11.2.1NORTH AMERICA: DATA WAREHOUSE AS A SERVICE MARKET DRIVERS125
11.2.2NORTH AMERICA: COVID-19 IMPACT126
11.2.3NORTH AMERICA: REGULATIONS127
11.2.3.1Health Insurance Portability and Accountability Act of 1996127
11.2.3.2California Consumer Privacy Act127
11.2.3.3Gramm–Leach–Bliley Act127
11.2.3.4Health Information Technology for Economic and Clinical Health Act127
11.2.3.5Sarbanes Oxley Act128
11.2.3.6Federal Information Security Management Act128
11.2.3.7Payment Card Industry Data Security Standard128
11.2.3.8Federal Information Processing Standards128
FIGURE 42NORTH AMERICA: MARKET SNAPSHOT130
TABLE 61NORTH AMERICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE,
BY APPLICATION, 2016–2020 (USD MILLION)130
TABLE 62NORTH AMERICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE,
BY APPLICATION, 2021–2026 (USD MILLION)131
TABLE 63NORTH AMERICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY TYPE, 2016–2020 (USD MILLION)131
TABLE 64NORTH AMERICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY TYPE, 2021–2026 (USD MILLION)131
TABLE 65NORTH AMERICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE,
BY DEPLOYMENT MODEL, 2016–2020 (USD MILLION)131
TABLE 66NORTH AMERICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE,
BY DEPLOYMENT MODEL, 2021–2026 (USD MILLION)132
TABLE 67NORTH AMERICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE,
BY ORGANIZATION SIZE, 2016–2020 (USD MILLION)132
TABLE 68NORTH AMERICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE,
BY ORGANIZATION SIZE, 2021–2026 (USD MILLION)132
TABLE 69NORTH AMERICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE,
BY VERTICAL, 2016–2020 (USD MILLION)133
TABLE 70NORTH AMERICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE,
BY VERTICAL, 2021–2026 (USD MILLION)133
TABLE 71NORTH AMERICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE,
BY COUNTRY, 2016–2020 (USD MILLION)134
TABLE 72NORTH AMERICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE,
BY COUNTRY, 2021–2026 (USD MILLION)134

11.2.4UNITED STATES134
TABLE 73UNITED STATES: DATA WAREHOUSE AS A SERVICE MARKET SIZE,
BY DEPLOYMENT MODEL, 2016–2020 (USD MILLION)134
TABLE 74UNITED STATES: DATA WAREHOUSE AS A SERVICE MARKET SIZE,
BY DEPLOYMENT MODEL, 2021–2026 (USD MILLION)135
TABLE 75UNITED STATES: DATA WAREHOUSE AS A SERVICE MARKET SIZE,
BY ORGANIZATION SIZE, 2016–2020 (USD MILLION)135
TABLE 76UNITED STATES: DATA WAREHOUSE AS A SERVICE MARKET SIZE,
BY ORGANIZATION SIZE, 2021–2026 (USD MILLION)135
11.2.5CANADA135
TABLE 77CANADA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY DEPLOYMENT MODEL, 2016–2020 (USD MILLION)136
TABLE 78CANADA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY DEPLOYMENT MODEL, 2021–2026 (USD MILLION)136
TABLE 79CANADA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY ORGANIZATION SIZE, 2016–2020 (USD MILLION)136
TABLE 80CANADA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION)136
11.3EUROPE137
11.3.1EUROPE: DATA WAREHOUSE AS A SERVICE MARKET DRIVERS137
11.3.2EUROPE: COVID-19 IMPACT137
11.3.3EUROPE: REGULATIONS138
11.3.3.1General Data Protection Regulation138
11.3.3.2European Committee for Standardization138
11.3.3.3European Technical Standards Institute138
TABLE 81EUROPE: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY APPLICATION, 2016–2020 (USD MILLION)139
TABLE 82EUROPE: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY APPLICATION, 2021–2026 (USD MILLION)139
TABLE 83EUROPE: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY TYPE,
2016–2020 (USD MILLION)139
TABLE 84EUROPE: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY TYPE,
2021–2026 (USD MILLION)140
TABLE 85EUROPE: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY DEPLOYMENT MODEL, 2016–2020 (USD MILLION)140
TABLE 86EUROPE: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY DEPLOYMENT MODEL, 2021–2026 (USD MILLION)140
TABLE 87EUROPE: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY ORGANIZATION SIZE, 2016–2020 (USD MILLION)140
TABLE 88EUROPE: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION)141
TABLE 89EUROPE: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY VERTICAL, 2016–2020 (USD MILLION)141
TABLE 90EUROPE: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY VERTICAL, 2021–2026 (USD MILLION)142
TABLE 91EUROPE: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY COUNTRY, 2016–2020 (USD MILLION)142
TABLE 92EUROPE: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY COUNTRY, 2021–2026 (USD MILLION)143
11.3.4UNITED KINGDOM143
TABLE 93UNITED KINGDOM: DATA WAREHOUSE AS A SERVICE MARKET SIZE,
BY DEPLOYMENT MODEL, 2016–2020 (USD MILLION)143
TABLE 94UNITED KINGDOM: DATA WAREHOUSE AS A SERVICE MARKET SIZE,
BY DEPLOYMENT MODEL, 2021–2026 (USD MILLION)143
TABLE 95UNITED KINGDOM: DATA WAREHOUSE AS A SERVICE MARKET SIZE,
BY ORGANIZATION SIZE, 2016–2020 (USD MILLION)144
TABLE 96UNITED KINGDOM: DATA WAREHOUSE AS A SERVICE MARKET SIZE,
BY ORGANIZATION SIZE, 2021–2026 (USD MILLION)144
11.3.5GERMANY144
TABLE 97GERMANY: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY DEPLOYMENT MODEL, 2016–2020 (USD MILLION)144
TABLE 98GERMANY: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY DEPLOYMENT MODEL, 2021–2026 (USD MILLION)145
TABLE 99GERMANY: DATA WAREHOUSE AS A SERVICE MARKET SIZE,
BY ORGANIZATION SIZE, 2016–2020 (USD MILLION)145
TABLE 100GERMANY: DATA WAREHOUSE AS A SERVICE MARKET SIZE,
BY ORGANIZATION SIZE, 2021–2026 (USD MILLION)145
11.3.6FRANCE145
TABLE 101FRANCE: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY DEPLOYMENT MODEL, 2016–2020 (USD MILLION)146
TABLE 102FRANCE: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY DEPLOYMENT MODEL, 2021–2026 (USD MILLION)146
TABLE 103FRANCE: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY ORGANIZATION SIZE, 2016–2020 (USD MILLION)146
TABLE 104FRANCE: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION)146
11.3.7REST OF EUROPE147
TABLE 105REST OF EUROPE: DATA WAREHOUSE AS A SERVICE MARKET SIZE,
BY DEPLOYMENT MODEL, 2016–2020 (USD MILLION)147
TABLE 106REST OF EUROPE: DATA WAREHOUSE AS A SERVICE MARKET SIZE,
BY DEPLOYMENT MODEL, 2021–2026 (USD MILLION)147
TABLE 107REST OF EUROPE: DATA WAREHOUSE AS A SERVICE MARKET SIZE,
BY ORGANIZATION SIZE, 2016–2020 (USD MILLION)147
TABLE 108REST OF EUROPE: DATA WAREHOUSE AS A SERVICE MARKET SIZE,
BY ORGANIZATION SIZE, 2021–2026 (USD MILLION)148
11.4ASIA PACIFIC148
11.4.1ASIA PACIFIC: DATA WAREHOUSE AS A SERVICE MARKET DRIVERS148
11.4.2ASIA PACIFIC: COVID-19 IMPACT149
11.4.3ASIA PACIFIC: REGULATIONS149
11.4.3.1International Organization for Standardization 27001149
11.4.3.2Personal Data Protection Act150
FIGURE 43ASIA PACIFIC: MARKET SNAPSHOT151
TABLE 109ASIA PACIFIC: DATA WAREHOUSE AS A SERVICE MARKET SIZE,
BY APPLICATION, 2016–2020 (USD MILLION)151
TABLE 110ASIA PACIFIC: DATA WAREHOUSE AS A SERVICE MARKET SIZE,
BY APPLICATION, 2021–2026 (USD MILLION)152
TABLE 111ASIA PACIFIC: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY TYPE, 2016–2020 (USD MILLION)152
TABLE 112ASIA PACIFIC: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY TYPE, 2021–2026 (USD MILLION)152
TABLE 113ASIA PACIFIC: DATA WAREHOUSE AS A SERVICE MARKET SIZE,
BY DEPLOYMENT MODEL, 2016–2020 (USD MILLION)152
TABLE 114ASIA PACIFIC: DATA WAREHOUSE AS A SERVICE MARKET SIZE,
BY DEPLOYMENT MODEL, 2021–2026 (USD MILLION)153
TABLE 115ASIA PACIFIC: DATA WAREHOUSE AS A SERVICE MARKET SIZE,
BY ORGANIZATION SIZE, 2016–2020 (USD MILLION)153
TABLE 116ASIA PACIFIC: DATA WAREHOUSE AS A SERVICE MARKET SIZE,
BY ORGANIZATION SIZE, 2021–2026 (USD MILLION)153
TABLE 117ASIA PACIFIC: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY VERTICAL, 2016–2020 (USD MILLION)154
TABLE 118ASIA PACIFIC: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY VERTICAL, 2021–2026 (USD MILLION)154
TABLE 119ASIA PACIFIC: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY COUNTRY, 2016–2020 (USD MILLION)155
TABLE 120ASIA PACIFIC: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY COUNTRY, 2021–2026 (USD MILLION)155
11.4.4CHINA155
TABLE 121CHINA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY DEPLOYMENT MODEL, 2016–2020 (USD MILLION)155
TABLE 122CHINA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY DEPLOYMENT MODEL, 2021–2026 (USD MILLION)156
TABLE 123CHINA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY ORGANIZATION SIZE, 2016–2020 (USD MILLION)156
TABLE 124CHINA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION)156
11.4.5JAPAN156
TABLE 125JAPAN: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY DEPLOYMENT MODEL, 2016–2020 (USD MILLION)157
TABLE 126JAPAN: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY DEPLOYMENT MODEL, 2021–2026 (USD MILLION)157
TABLE 127JAPAN: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY ORGANIZATION SIZE, 2016–2020 (USD MILLION)157
TABLE 128JAPAN: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION)157
11.4.6AUSTRALIA AND NEW ZEALAND158
TABLE 129AUSTRALIA AND NEW ZEALAND: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY DEPLOYMENT MODEL, 2016–2020 (USD MILLION)158
TABLE 130AUSTRALIA AND NEW ZEALAND: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY DEPLOYMENT MODEL, 2021–2026 (USD MILLION)158
TABLE 131AUSTRALIA AND NEW ZEALAND: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY ORGANIZATION SIZE, 2016–2020 (USD MILLION)158
TABLE 132AUSTRALIA AND NEW ZEALAND: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION)159
11.4.7REST OF ASIA PACIFIC159
TABLE 133REST OF ASIA PACIFIC: DATA WAREHOUSE AS A SERVICE MARKET SIZE,
BY DEPLOYMENT MODEL, 2016–2020 (USD MILLION)159
TABLE 134REST OF ASIA PACIFIC: DATA WAREHOUSE AS A SERVICE MARKET SIZE,
BY DEPLOYMENT MODEL, 2021–2026 (USD MILLION)160
TABLE 135REST OF ASIA PACIFIC: DATA WAREHOUSE AS A SERVICE MARKET SIZE,
BY ORGANIZATION SIZE, 2016–2020 (USD MILLION)160
TABLE 136REST OF ASIA PACIFIC: DATA WAREHOUSE AS A SERVICE MARKET SIZE,
BY ORGANIZATION SIZE, 2021–2026 (USD MILLION)160
11.5MIDDLE EAST AND AFRICA161
11.5.1MIDDLE EAST AND AFRICA: DATA WAREHOUSE AS A SERVICE MARKET DRIVERS161
11.5.2MIDDLE EAST AND AFRICA: COVID-19 IMPACT162
11.5.3MIDDLE EAST AND AFRICA: REGULATIONS162
11.5.3.1ISRAELI Privacy Protection Regulations (Data Security), 5777-2017162
11.5.3.2Cloud Computing Framework162
11.5.3.3GDPR Applicability in KSA163
11.5.3.4Protection of Personal Information Act163
11.5.3.5TRA’s IoT Regulatory Policy163
TABLE 137MIDDLE EAST AND AFRICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY APPLICATION, 2016–2020 (USD MILLION)164
TABLE 138MIDDLE EAST AND AFRICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY APPLICATION, 2021–2026 (USD MILLION)164
TABLE 139MIDDLE EAST AND AFRICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY TYPE, 2016–2020 (USD MILLION)164
TABLE 140MIDDLE EAST AND AFRICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY TYPE, 2021–2026 (USD MILLION)165
TABLE 141MIDDLE EAST AND AFRICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY DEPLOYMENT MODEL, 2016–2020 (USD MILLION)165
TABLE 142MIDDLE EAST AND AFRICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY DEPLOYMENT MODEL, 2021–2026 (USD MILLION)165
TABLE 143MIDDLE EAST AND AFRICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY ORGANIZATION SIZE, 2016–2020 (USD MILLION)165
TABLE 144MIDDLE EAST AND AFRICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION)166
TABLE 145MIDDLE EAST AND AFRICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY VERTICAL, 2016–2020 (USD MILLION)166
TABLE 146MIDDLE EAST AND AFRICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY VERTICAL, 2021–2026 (USD MILLION)167
TABLE 147MIDDLE EAST AND AFRICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY COUNTRY, 2016–2020 (USD MILLION)167
TABLE 148MIDDLE EAST AND AFRICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY COUNTRY, 2021–2026 (USD MILLION)168
11.5.4SAUDI ARABIA168
TABLE 149SAUDI ARABIA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY DEPLOYMENT MODEL, 2016–2020 (USD MILLION)168
TABLE 150SAUDI ARABIA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY DEPLOYMENT MODEL, 2021–2026 (USD MILLION)168
TABLE 151SAUDI ARABIA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY ORGANIZATION SIZE, 2016–2020 (USD MILLION)169
TABLE 152SAUDI ARABIA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION)169
11.5.5UNITED ARAB EMIRATES169
TABLE 153UNITED ARAB EMIRATES: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY DEPLOYMENT MODEL, 2016–2020 (USD MILLION)169
TABLE 154UNITED ARAB EMIRATES: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY DEPLOYMENT MODEL, 2021–2026 (USD MILLION)170
TABLE 155UNITED ARAB EMIRATES: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY ORGANIZATION SIZE, 2016–2020 (USD MILLION)170
TABLE 156UNITED ARAB EMIRATES: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION)170
11.5.6SOUTH AFRICA170
TABLE 157SOUTH AFRICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY DEPLOYMENT MODEL, 2016–2020 (USD MILLION)171
TABLE 158SOUTH AFRICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY DEPLOYMENT MODEL, 2021–2026 (USD MILLION)171
TABLE 159SOUTH AFRICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY ORGANIZATION SIZE, 2016–2020 (USD MILLION)171
TABLE 160SOUTH AFRICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION)171
11.5.7REST OF MIDDLE EAST AND AFRICA172
TABLE 161REST OF MIDDLE EAST AND AFRICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY DEPLOYMENT MODEL, 2016–2020 (USD MILLION)172
TABLE 162REST OF MIDDLE EAST AND AFRICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY DEPLOYMENT MODEL, 2021–2026 (USD MILLION)172
TABLE 163REST OF MIDDLE EAST AND AFRICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY ORGANIZATION SIZE, 2016–2020 (USD MILLION)173
TABLE 164REST OF MIDDLE EAST AND AFRICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION)173
11.6LATIN AMERICA173
11.6.1LATIN AMERICA: DATA WAREHOUSE AS A SERVICE MARKET DRIVERS174
11.6.2LATIN AMERICA: COVID-19 IMPACT174
11.6.3LATIN AMERICA: REGULATIONS175
11.6.3.1Brazil Data Protection Law175
11.6.3.2Argentina Personal Data Protection Law No. 25.326175
TABLE 165LATIN AMERICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY APPLICATION, 2016–2020 (USD MILLION)175
TABLE 166LATIN AMERICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY APPLICATION, 2021–2026 (USD MILLION)176
TABLE 167LATIN AMERICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY TYPE, 2016–2020 (USD MILLION)176
TABLE 168LATIN AMERICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY TYPE, 2021–2026 (USD MILLION)176
TABLE 169LATIN AMERICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY DEPLOYMENT MODEL, 2016–2020 (USD MILLION)176
TABLE 170LATIN AMERICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY DEPLOYMENT MODEL, 2021–2026 (USD MILLION)177
TABLE 171LATIN AMERICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY ORGANIZATION SIZE, 2016–2020 (USD MILLION)177
TABLE 172LATIN AMERICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION)177
TABLE 173LATIN AMERICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY VERTICAL, 2016–2020 (USD MILLION)178
TABLE 174LATIN AMERICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY VERTICAL, 2021–2026 (USD MILLION)178
TABLE 175LATIN AMERICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY COUNTRY, 2016–2020 (USD MILLION)179
TABLE 176LATIN AMERICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY COUNTRY, 2021–2026 (USD MILLION)179
11.6.4BRAZIL179
TABLE 177BRAZIL: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY DEPLOYMENT MODEL, 2016–2020 (USD MILLION)179
TABLE 178BRAZIL: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY DEPLOYMENT MODEL, 2021–2026 (USD MILLION)180
TABLE 179BRAZIL: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY ORGANIZATION SIZE, 2016–2020 (USD MILLION)180
TABLE 180BRAZIL: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION)180
11.6.5MEXICO180
TABLE 181MEXICO: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY DEPLOYMENT MODEL, 2016–2020 (USD MILLION)181
TABLE 182MEXICO: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY DEPLOYMENT MODEL, 2021–2026 (USD MILLION)181
TABLE 183MEXICO: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY ORGANIZATION SIZE, 2016–2020 (USD MILLION)181
TABLE 184MEXICO: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION)181
11.6.6REST OF LATIN AMERICA182
TABLE 185REST OF LATIN AMERICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE,
BY DEPLOYMENT MODEL, 2016–2020 (USD MILLION)182
TABLE 186REST OF LATIN AMERICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE,
BY DEPLOYMENT MODEL, 2021–2026 (USD MILLION)182
TABLE 187REST OF LATIN AMERICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE,
BY ORGANIZATION SIZE, 2016–2020 (USD MILLION)182
TABLE 188REST OF LATIN AMERICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE,
BY ORGANIZATION SIZE, 2021–2026 (USD MILLION)183
12COMPETITIVE LANDSCAPE184
12.1INTRODUCTION184
12.2MARKET SHARE OF TOP VENDORS184
TABLE 189DATA WAREHOUSE AS A SERVICE: DEGREE OF COMPETITION184
FIGURE 44DATA WAREHOUSE AS A SERVICE MARKET: VENDOR SHARE ANALYSIS185

12.3HISTORICAL REVENUE ANALYSIS OF TOP VENDORS186
FIGURE 45HISTORICAL REVENUE ANALYSIS186
12.4COMPANY EVALUATION QUADRANT186
12.4.1DEFINITIONS AND METHODOLOGY186
TABLE 190COMPANY EVALUATION QUADRANT: CRITERIA186
12.4.2STAR187
12.4.3EMERGING LEADER187
12.4.4PERVASIVE187
12.4.5PARTICIPANT187
FIGURE 46DATA WAREHOUSE AS A SERVICE MARKET (GLOBAL): COMPANY EVALUATION QUADRANT, 2021188
TABLE 191COMPANY PRODUCT FOOTPRINT189
TABLE 192COMPANY INDUSTRY FOOTPRINT (1/2)190
TABLE 193COMPANY INDUSTRY FOOTPRINT (2/2)191
TABLE 194COMPANY REGION FOOTPRINT192
12.5SME EVALUATION QUADRANT192
12.5.1DEFINITIONS AND METHODOLOGY192
TABLE 195SME EVALUATION QUADRANT: CRITERIA193
12.5.2PROGRESSIVE COMPANIES193
12.5.3RESPONSIVE COMPANIES193
12.5.4DYNAMIC COMPANIES193
12.5.5STARTING BLOCKS193
FIGURE 47DATA WAREHOUSE AS A SERVICE MARKET (GLOBAL):
SME EVALUATION QUADRANT, 2021194
12.6COMPETITIVE SCENARIO195
TABLE 196DATA WAREHOUSE AS A SERVICE: NEW PRODUCT LAUNCHES, NOVEMBER 2019–JULY 2021195
TABLE 197DATA WAREHOUSE AS A SERVICE: DEALS, OCTOBER 2020–JULY 2021196
13COMPANY PROFILES197
13.1INTRODUCTION197
13.2KEY PLAYERS197
(Business Overview, Products, Key Insights, Recent Developments, MnM View)*
13.2.1AWS197
TABLE 198AWS: BUSINESS OVERVIEW197
FIGURE 48AWS: COMPANY SNAPSHOT198
TABLE 199AWS: PRODUCTS OFFERED198
TABLE 200AWS: DATA WAREHOUSE AS A SERVICE MARKET: PRODUCT LAUNCHES198
TABLE 201AWS: DATA WAREHOUSE AS A SERVICE MARKET: DEALS199
13.2.2IBM201
TABLE 202IBM: BUSINESS OVERVIEW201
FIGURE 49IBM: COMPANY SNAPSHOT202
TABLE 203IBM: PRODUCTS OFFERED202
TABLE 204IBM: DATA WAREHOUSE AS A SERVICE MARKET: PRODUCT LAUNCHES203
TABLE 205IBM: DATA WAREHOUSE AS A SERVICE MARKET: DEALS203
13.2.3MICROSOFT204
TABLE 206MICROSOFT: BUSINESS OVERVIEW204
FIGURE 50MICROSOFT: COMPANY SNAPSHOT205
TABLE 207MICROSOFT: PRODUCTS OFFERED205
TABLE 208MICROSOFT: DATA WAREHOUSE AS A SERVICE MARKET:
PRODUCT LAUNCHES206
TABLE 209MICROSOFT: DATA WAREHOUSE AS A SERVICE MARKET: DEALS206
13.2.4GOOGLE208
TABLE 210GOOGLE: BUSINESS OVERVIEW208
FIGURE 51GOOGLE: COMPANY SNAPSHOT208
TABLE 211GOOGLE: PRODUCTS OFFERED209
TABLE 212GOOGLE: DATA WAREHOUSE AS A SERVICE MARKET: PRODUCT LAUNCHES209
TABLE 213GOOGLE: DATA WAREHOUSE AS A SERVICE MARKET: DEALS209
13.2.5ORACLE211
TABLE 214ORACLE: BUSINESS OVERVIEW211
FIGURE 52ORACLE: COMPANY SNAPSHOT211
TABLE 215ORACLE: PRODUCTS OFFERED212
TABLE 216ORACLE: DATA WAREHOUSE AS A SERVICE MARKET: PRODUCT LAUNCHES212
TABLE 217ORACLE: DATA WAREHOUSE AS A SERVICE MARKET: DEALS212
13.2.6SAP214
TABLE 218SAP: BUSINESS OVERVIEW214
FIGURE 53SAP: COMPANY SNAPSHOT215
TABLE 219SAP: PRODUCTS OFFERED215
TABLE 220SAP: DATA WAREHOUSE AS A SERVICE MARKET: PRODUCT LAUNCHES216
TABLE 221SAP: DATA WAREHOUSE AS A SERVICE MARKET: DEALS216
13.2.7SNOWFLAKE217
TABLE 222SNOWFLAKE: BUSINESS OVERVIEW217
FIGURE 54SNOWFLAKE: COMPANY SNAPSHOT217
TABLE 223SNOWFLAKE: PRODUCTS OFFERED218
TABLE 224SNOWFLAKE: DATA WAREHOUSE AS A SERVICE MARKET:
PRODUCT LAUNCHES218
TABLE 225SNOWFLAKE: DATA WAREHOUSE AS A SERVICE MARKET: DEALS218
13.2.8MICRO FOCUS219
TABLE 226MICRO FOCUS: BUSINESS OVERVIEW219
FIGURE 55MICRO FOCUS: COMPANY SNAPSHOT220
TABLE 227MICRO FOCUS: PRODUCTS OFFERED220
TABLE 228MICRO FOCUS: DATA WAREHOUSE AS A SERVICE MARKET:
PRODUCT LAUNCHES221
TABLE 229MICRO FOCUS: DATA WAREHOUSE AS A SERVICE MARKET: DEALS221

13.2.9TERADATA222
TABLE 230TERADATA: BUSINESS OVERVIEW222
FIGURE 56TERADATA: COMPANY SNAPSHOT223
TABLE 231TERADATA: PRODUCTS OFFERED223
TABLE 232TERADATA: DATA WAREHOUSE AS A SERVICE MARKET: PRODUCT LAUNCHES224
TABLE 233TERADATA: DATA WAREHOUSE AS A SERVICE MARKET: DEALS224
13.2.101010DATA225
TABLE 2341010 DATA: BUSINESS OVERVIEW225
TABLE 2351010 DATA: PRODUCTS OFFERED225
TABLE 2361010 DATA: DATA WAREHOUSE AS A SERVICE MARKET: DEALS226
13.2.11CLOUDERA227
TABLE 237CLOUDERA: BUSINESS OVERVIEW227
FIGURE 57CLOUDERA: COMPANY SNAPSHOT227
TABLE 238CLOUDERA: PRODUCTS OFFERED228
TABLE 239CLOUDERA: DATA WAREHOUSE AS A SERVICE MARKET: PRODUCT LAUNCHES228
TABLE 240CLOUDERA: DATA WAREHOUSE AS A SERVICE MARKET: DEALS228
13.2.12PIVOTAL230
TABLE 241PIVOTAL: BUSINESS OVERVIEW230
TABLE 242PIVOTAL: PRODUCTS OFFERED230
13.2.13YELLOWBRICK231
TABLE 243YELLOWBRICK: BUSINESS OVERVIEW231
TABLE 244YELLOWBRICK: PRODUCTS OFFERED231
TABLE 245YELLOWBRICK: DATA WAREHOUSE AS A SERVICE MARKET:
PRODUCT LAUNCHES231
TABLE 246YELLOWBRICK: DATA WAREHOUSE AS A SERVICE MARKET: DEALS232
13.2.14VEEVA SYSTEMS233
TABLE 247VEEVA SYSTEMS: BUSINESS OVERVIEW233
FIGURE 58VEEVA SYSTEMS: COMPANY SNAPSHOT234
TABLE 248VEEVA SYSTEMS: PRODUCTS OFFERED234
13.2.15ACTIAN235
TABLE 249ACTIAN: BUSINESS OVERVIEW235
TABLE 250ACTIAN: PRODUCTS OFFERED235
TABLE 251ACTIAN: DATA WAREHOUSE AS A SERVICE MARKET: PRODUCT LAUNCHES235
13.2.16MARKLOGIC237
TABLE 252MARKLOGIC: BUSINESS OVERVIEW237
TABLE 253MARKLOGIC: PRODUCTS OFFERED237
TABLE 254MARKLOGIC: DATA WAREHOUSE AS A SERVICE MARKET: PRODUCT LAUNCHES237
13.2.17NETAVIS SOFTWARE238
TABLE 255NETAVIS SOFTWARE: BUSINESS OVERVIEW238
TABLE 256NETAVIS SOFTWARE: PRODUCTS OFFERED238

13.2.18SOLVER239
TABLE 257SOLVER: BUSINESS OVERVIEW239
TABLE 258SOLVER: PRODUCTS OFFERED239
TABLE 259SOLVER: DATA WAREHOUSE AS A SERVICE MARKET: DEALS239
13.3OTHER PLAYERS240
13.3.1ACCUR8 SOFTWARE240
TABLE 260ACCUR8 SOFTWARE: BUSINESS OVERVIEW240
TABLE 261ACCUR8 SOFTWARE: PRODUCTS OFFERED240
TABLE 262ACCUR8 SOFTWARE: DATA WAREHOUSE AS A SERVICE MARKET:
PRODUCT LAUNCHES240
13.3.2ATSCALE241
TABLE 263ATSCALE: BUSINESS OVERVIEW241
TABLE 264ATSCALE: PRODUCTS OFFERED241
TABLE 265ATSCALE: DATA WAREHOUSE AS A SERVICE MARKET: PRODUCT LAUNCHES241
TABLE 266ATSCALE: DATA WAREHOUSE AS A SERVICE MARKET: DEALS242
13.3.3PANOPLY243
TABLE 267PANOPLY: BUSINESS OVERVIEW243
TABLE 268PANOPLY: PRODUCTS OFFERED243
TABLE 269PANOPLY: DATA WAREHOUSE AS A SERVICE MARKET: PRODUCT LAUNCHES243
TABLE 270PANOPLY: DATA WAREHOUSE AS A SERVICE MARKET: DEALS244
13.3.4SINGLESTORE245
TABLE 271SINGLE STORE: BUSINESS OVERVIEW245
TABLE 272SINGLESTORE: PRODUCTS OFFERED245
TABLE 273SINGLESTORE: DATA WAREHOUSE AS A SERVICE MARKET:
PRODUCT LAUNCHES245
13.3.5TRANSWARP246
TABLE 274TRANSWARP: BUSINESS OVERVIEW246
TABLE 275TRANSWRAP: PRODUCTS OFFERED246
*Details on Business Overview, Products, Key Insights, Recent Developments, MnM View might not be captured in case of unlisted companies.
14ADJACENT MARKETS247
14.1INTRODUCTION247
14.1.1RELATED MARKET247
14.2BUSINESS INTELLIGENCE MARKET247
TABLE 276BUSINESS INTELLIGENCE MARKET SIZE, BY SOLUTION,
2016–2019 (USD MILLION)247
TABLE 277BUSINESS INTELLIGENCE MARKET SIZE, BY SOLUTION,
2020–2025 (USD MILLION)248
TABLE 278BUSINESS INTELLIGENCE MARKET SIZE, BY SERVICE,
2016–2019 (USD MILLION)248
TABLE 279BUSINESS INTELLIGENCE MARKET SIZE, BY SERVICE,
2020–2025(USD MILLION)248
TABLE 280BUSINESS INTELLIGENCE MARKET SIZE, BY DEPLOYMENT MODE,
2016–2019 (USD MILLION)249
TABLE 281BUSINESS INTELLIGENCE MARKET SIZE, BY DEPLOYMENT MODE,
2020–2025 (USD MILLION)249
TABLE 282BUSINESS INTELLIGENCE MARKET SIZE, BY ORGANIZATION SIZE,
2016–2019 (USD MILLION)249
TABLE 283BUSINESS INTELLIGENCE MARKET SIZE, BY ORGANIZATION SIZE,
2020–2025 (USD MILLION)249
TABLE 284BUSINESS INTELLIGENCE MARKET SIZE, BY INDUSTRY VERTICAL,
2016–2019 (USD MILLION)250
TABLE 285BUSINESS INTELLIGENCE MARKET SIZE, BY INDUSTRY VERTICAL,
2020–2025 (USD MILLION)250
TABLE 286BUSINESS INTELLIGENCE MARKET SIZE, BY REGION,
2016–2019 (USD MILLION)251
TABLE 287BUSINESS INTELLIGENCE MARKET SIZE, BY REGION,
2020–2025 (USD MILLION)251
15APPENDIX252
15.1DISCUSSION GUIDE252
15.2KNOWLEDGE STORE: MARKETSANDMARKETS’ SUBSCRIPTION PORTAL256
15.3AVAILABLE CUSTOMIZATIONS258
15.4RELATED REPORTS258
15.5AUTHOR DETAILS259


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