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

サービスとしてのデータウェアハウス(DWH)の世界市場予測:用途別、産業別、展開形式別、種類別、組織規模別

◆タイトル: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
◆商品コード:TC6844
◆調査・発行会社:MarketsandMarkets
◆発行日:2021年8月9日
◆ページ数:249
◆レポート形式:PDF / 英語
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【レポートの概要】

マーケッツアンドマーケッツ社はサービスとしてのデータウェアハウス(DWH)の世界市場規模が2021年47億ドルから2026年129億ドルまで、年平均22.3%成長すると予想しています。本調査資料では、世界のサービスとしてのデータウェアハウス(DWH)市場について調査し、イントロダクション、調査手法、エグゼクティブサマリー、プレミアムインサイト、市場概要・産業動向、用途別(ビジネスインテリジェンス、顧客分析、データモダナイゼーション、運用分析、予測分析)分析、種類別(サービスとしての企業用データウェアハウス、運用データ保存)分析、展開方法別(パブリッククラウド、プライベートクラウド)分析、組織規模別(大企業、中小企業)分析、地域別分析、競争状況、企業情報、隣接市場などの項目を掲載しています。
・イントロダクション
・調査手法
・エグゼクティブサマリー
・プレミアムインサイト
・市場概要・産業動向
・サービスとしてのデータウェアハウス(DWH)の世界市場規模:用途別(ビジネスインテリジェンス、顧客分析、データモダナイゼーション、運用分析、予測分析)
・サービスとしてのデータウェアハウス(DWH)の世界市場規模:種類別(サービスとしての企業用データウェアハウス、運用データ保存)
・サービスとしてのデータウェアハウス(DWH)の世界市場規模:展開方法別(パブリッククラウド、プライベートクラウド)
・サービスとしてのデータウェアハウス(DWH)の世界市場規模:組織規模別(大企業、中小企業)
・サービスとしてのデータウェアハウス(DWH)の世界市場規模:地域別
・競争状況
・企業情報
・隣接市場

“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.

【レポートの目次】

1 INTRODUCTION 38
1.1 INTRODUCTION TO COVID-19 38
1.2 COVID-19 HEALTH ASSESSMENT 38
FIGURE 1 COVID-19: GLOBAL PROPAGATION 38
FIGURE 2 COVID-19 PROPAGATION: SELECT COUNTRIES 39
1.3 COVID-19 ECONOMIC ASSESSMENT 40
FIGURE 3 REVISED GROSS DOMESTIC PRODUCT FORECASTS FOR SELECT G20 COUNTRIES IN 2020 40
1.3.1 COVID-19 ECONOMIC IMPACT—SCENARIO ASSESSMENT 41
FIGURE 4 CRITERIA IMPACTING GLOBAL ECONOMY 41
FIGURE 5 SCENARIOS IN TERMS OF RECOVERY OF GLOBAL ECONOMY 42
1.4 STUDY OBJECTIVES 43
1.5 MARKET DEFINITION 43
1.5.1 INCLUSIONS AND EXCLUSIONS 44
1.6 MARKET SCOPE 45
1.6.1 MARKET SEGMENTATION 45
1.6.2 REGIONS COVERED 45
1.6.3 YEARS CONSIDERED FOR STUDY 46
1.7 CURRENCY CONSIDERED 46
TABLE 1 UNITED STATES DOLLAR EXCHANGE RATE, 2017–2019 46
1.8 STAKEHOLDERS 46
1.9 SUMMARY OF CHANGES 47
2 RESEARCH METHODOLOGY 48
2.1 RESEARCH DATA 48
FIGURE 6 DATA WAREHOUSE AS A SERVICE MARKET: RESEARCH DESIGN 48
2.1.1 SECONDARY DATA 49
2.1.2 PRIMARY DATA 49
2.1.2.1 Breakup of primary profiles 50
FIGURE 7 BREAKUP OF PRIMARY INTERVIEWS: BY COMPANY TYPE, DESIGNATION, AND REGION 50
2.1.2.2 Key industry insights 50
2.2 MARKET BREAKUP AND DATA TRIANGULATION 51
FIGURE 8 DATA TRIANGULATION 51
2.3 MARKET SIZE ESTIMATION 52
FIGURE 9 DATA WAREHOUSE AS A SERVICE MARKET: TOP-DOWN AND BOTTOM-UP APPROACHES 52
FIGURE 10 MARKET SIZE ESTIMATION METHODOLOGY – APPROACH 1 (SUPPLY SIDE): REVENUE OF SERVICES FROM VENDORS 53
FIGURE 11 MARKET SIZE ESTIMATION METHODOLOGY: BOTTOM-UP APPROACH (SUPPLY SIDE): COLLECTIVE REVENUE OF VENDORS 54
FIGURE 12 MARKET SIZE ESTIMATION METHODOLOGY – (SUPPLY SIDE): CAGR PROJECTIONS FROM SUPPLY SIDE 55
FIGURE 13 MARKET SIZE ESTIMATION METHODOLOGY – APPROACH 2 (DEMAND SIDE): REVENUE GENERATED FROM VERTICALS (1/2) 56
FIGURE 14 MARKET SIZE ESTIMATION METHODOLOGY – APPROACH 2 (DEMAND SIDE): REVENUE GENERATED FROM VERTICALS (2/2) 56
2.4 MARKET FORECAST 57
TABLE 2 FACTOR ANALYSIS 57
2.5 RESEARCH ASSUMPTIONS 58
2.6 STUDY LIMITATIONS 59
3 EXECUTIVE SUMMARY 60
FIGURE 15 DATA WAREHOUSE AS A SERVICE MARKET: GLOBAL SNAPSHOT 60
FIGURE 16 DATA WAREHOUSE AS A SERVICE MARKET: TOP GROWING SEGMENTS 61
FIGURE 17 CUSTOMER ANALYTICS SEGMENT TO HOLD LARGEST MARKET SIZE DURING FORECAST PERIOD 61
FIGURE 18 PUBLIC CLOUD SEGMENT TO HOLD LARGEST MARKET SIZE DURING FORECAST PERIOD 62
FIGURE 19 TOP VERTICALS IN DATA WAREHOUSE AS A SERVICE MARKET 62
FIGURE 20 DATA WAREHOUSE AS A SERVICE MARKET: REGIONAL SNAPSHOT 63
4 PREMIUM INSIGHTS 65
4.1 ATTRACTIVE GROWTH OPPORTUNITIES IN DATA WAREHOUSE AS A SERVICE MARKET 65
FIGURE 21 FOCUS ON IMPROVING CUSTOMER EXPERIENCE AND SIMPLIFYING INFORMATION TECHNOLOGY OPERATIONS WORKFLOW TO DRIVE ADOPTION OF DATA WAREHOUSE AS A SERVICE 65
4.2 DATA WAREHOUSE AS A SERVICE MARKET, BY APPLICATION, 2021 VS. 2026 66
FIGURE 22 CUSTOMER ANALYTICS SEGMENT TO HOLD LARGEST MARKET SHARE DURING FORECAST PERIOD 66
4.3 DATA WAREHOUSE AS A SERVICE MARKET, BY DEPLOYMENT MODEL, 2021 66
FIGURE 23 PUBLIC CLOUD SEGMENT TO HOLD LARGER MARKET SHARE IN 2021 66
4.4 DATA WAREHOUSE AS A SERVICE MARKET, BY ORGANIZATION SIZE, 2021 67
FIGURE 24 LARGE ENTERPRISES SEGMENT TO HOLD LARGER MARKET SHARE IN 2021 67
4.5 DATA WAREHOUSE AS A SERVICE MARKET, BY VERTICAL, 2021 VS. 2026 67
FIGURE 25 BFSI VERTICAL TO HOLD LARGEST MARKET SHARE DURING FORECAST PERIOD 67
4.6 DATA WAREHOUSE AS A SERVICE MARKET: REGIONAL SCENARIO, 2021–2026 68
FIGURE 26 ASIA PACIFIC TO EMERGE AS BEST MARKET FOR INVESTMENTS IN NEXT FIVE YEARS 68

5 MARKET OVERVIEW AND INDUSTRY TRENDS 69
5.1 INTRODUCTION 69
5.2 MARKET DYNAMICS 69
FIGURE 27 DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES 69
5.2.1 DRIVERS 70
5.2.1.1 Increasing role of business intelligence and data analytics in enterprise management 70
5.2.1.2 Growing dependence on data-driven decision making to improve business performance 70
5.2.1.3 Requirement for regulatory governance and security 70
5.2.2 RESTRAINTS 70
5.2.2.1 Lack of resources and expertise 70
FIGURE 28 PROJECTED SPENDING ON TECHNOLOGIES BY PROPORTION OF COMPANY REVENUE BY 2022 71
5.2.2.2 High cost of implementation and complexity in utilizing data warehouse services 72
FIGURE 29 CHALLENGES IN ADOPTION OF CLOUD SERVICES 72
5.2.3 OPPORTUNITIES 72
5.2.3.1 Rapid deployment of large-scale cloud data warehouses 72
FIGURE 30 TOP CLOUD INITIATIVES IN 2020 73
5.2.3.2 Rise in adoption of virtual data warehousing to speed up data access process 73
5.2.4 CHALLENGES 73
5.2.4.1 Lack of proper structure for access control 73
5.2.4.2 Ensuring acceptable data quality 74
5.3 CASE STUDY ANALYSIS 74
5.3.1 CASE STUDY 2: REAL-TIME ANALYTICS TO IMPROVE DATA GOVERNANCE 75
5.3.2 CASE STUDY: 3 ACCELERATED BUSINESS INSIGHTS 75
5.4 TECHNOLOGICAL ANALYSIS 76
5.4.1 ARTIFICIAL INTELLIGENCE AND MACHINE LEARNING 76
5.4.2 CLOUD COMPUTING 76
5.4.3 BIG DATA AND ANALYTICS 76
5.5 PATENT ANALYSIS 76
FIGURE 31 NUMBER OF PATENTS PUBLISHED 77
FIGURE 32 TOP FIVE PATENT OWNERS 77
TABLE 3 TOP TEN PATENT OWNERS (US) 77
5.6 COVID-19-DRIVEN MARKET DYNAMICS 78
5.6.1 DRIVERS AND OPPORTUNITIES 78
5.6.2 RESTRAINTS AND CHALLENGES 78

5.7 PORTER’S FIVE FORCES ANALYSIS 79
FIGURE 33 DWAAS MARKET: PORTER’S FIVE FORCES ANALYSIS 79
TABLE 4 DWAAS MARKET: PORTER’S FIVE FORCES ANALYSIS 79
5.7.1 THREAT OF NEW ENTRANTS 80
5.7.2 THREAT OF SUBSTITUTES 80
5.7.3 BARGAINING POWER OF SUPPLIERS 80
5.7.4 BARGAINING POWER OF BUYERS 80
5.7.5 INTENSITY OF COMPETITIVE RIVALRY 80
5.8 PRICING ANALYSIS 81
TABLE 5 PRICING ANALYSIS OF DATA WAREHOUSE SERVICE PROVIDERS 81
5.9 ECOSYSTEM 82
TABLE 6 DATA WAREHOUSE AS A SERVICE MARKET: ECOSYSTEM 82
FIGURE 34 DATA WAREHOUSE AS A SERVICE MARKET: ECOSYSTEM 82
5.10 VALUE CHAIN ANALYSIS 83
FIGURE 35 DATA WAREHOUSE AS A SERVICE MARKET: VALUE CHAIN 83
6 DATA WAREHOUSE AS A SERVICE MARKET, BY APPLICATION 85
6.1 INTRODUCTION 86
FIGURE 36 CUSTOMER ANALYTICS SEGMENT EXPECTED TO REGISTER LARGEST MARKET SIZE IN 2026 86
6.1.1 APPLICATIONS: DATA WAREHOUSE AS A SERVICE MARKET DRIVERS 86
6.1.2 APPLICATIONS: COVID-19 IMPACT 87
TABLE 7 DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY APPLICATION, 2016–2020 (USD MILLION) 87
TABLE 8 DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY APPLICATION, 2021–2026 (USD MILLION) 88
6.2 BUSINESS INTELLIGENCE 88
TABLE 9 BUSINESS INTELLIGENCE: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY REGION, 2016–2020 (USD MILLION) 89
TABLE 10 BUSINESS INTELLIGENCE: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY REGION, 2021–2026 (USD MILLION) 89
6.3 CUSTOMER ANALYTICS 89
TABLE 11 CUSTOMER ANALYTICS: DATA WAREHOUSE AS A SERVICE MARKET SIZE,
BY REGION, 2016–2020 (USD MILLION) 90
TABLE 12 CUSTOMER ANALYTICS: DATA WAREHOUSE AS A SERVICE MARKET SIZE,
BY REGION, 2021–2026 (USD MILLION) 90
6.4 DATA MODERNIZATION 90
TABLE 13 DATA MODERNIZATION: DATA WAREHOUSE AS A SERVICE MARKET SIZE,
BY REGION, 2016–2020 (USD MILLION) 91
TABLE 14 DATA MODERNIZATION: DATA WAREHOUSE AS A SERVICE MARKET SIZE,
BY REGION, 2021–2026 (USD MILLION) 91

6.5 OPERATIONAL ANALYTICS 91
TABLE 15 OPERATIONAL ANALYTICS: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY REGION, 2016–2020 (USD MILLION) 92
TABLE 16 OPERATIONAL ANALYTICS: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY REGION, 2021–2026 (USD MILLION) 92
6.6 PREDICTIVE ANALYTICS 92
TABLE 17 PREDICTIVE ANALYTICS: DATA WAREHOUSE AS A SERVICE MARKET SIZE,
BY REGION, 2016–2020 (USD MILLION) 93
TABLE 18 PREDICTIVE ANALYTICS: DATA WAREHOUSE AS A SERVICE MARKET SIZE,
BY REGION, 2021–2026 (USD MILLION) 93
7 DATA WAREHOUSE AS A SERVICE MARKET, BY TYPE 94
7.1 INTRODUCTION 95
FIGURE 37 MARKET FOR OPERATIONAL DATA STORAGE SEGMENT EXPECTED TO GROW AT HIGHER CAGR DURING FORECAST PERIOD 95
7.1.1 TYPE: DATA WAREHOUSE AS A SERVICE MARKET DRIVERS 95
7.1.2 TYPE: COVID-19 IMPACT 95
TABLE 19 DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY TYPE,
2016–2020 (USD MILLION) 96
TABLE 20 DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY TYPE,
2021–2026 (USD MILLION) 96
7.2 ENTERPRISE DATA WAREHOUSE AS A SERVICE 97
TABLE 21 ENTERPRISE DATA WAREHOUSE AS A SERVICE: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY REGION, 2016–2020 (USD MILLION) 97
TABLE 22 ENTERPRISE DATA WAREHOUSE AS A SERVICE: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY REGION, 2021–2026 (USD MILLION) 97
7.3 OPERATIONAL DATA STORAGE 98
TABLE 23 OPERATIONAL DATA STORAGE: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY REGION, 2016–2020 (USD MILLION) 98
TABLE 24 OPERATIONAL DATA STORAGE: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY REGION, 2021–2026 (USD MILLION) 98
8 DATA WAREHOUSE AS A SERVICE MARKET, BY DEPLOYMENT MODEL 99
8.1 INTRODUCTION 100
FIGURE 38 PUBLIC CLOUD DEPLOYMENT MODEL TO ACCOUNT FOR LARGER MARKET SIZE DURING FORECAST PERIOD 100
8.1.1 DEPLOYMENT MODEL: DATA WAREHOUSE AS A SERVICE MARKET DRIVERS 100
8.1.2 DEPLOYMENT MODEL: COVID-19 IMPACT 101
TABLE 25 DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY DEPLOYMENT MODEL, 2016–2020 (USD MILLION) 101
TABLE 26 DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY DEPLOYMENT MODEL, 2021–2026 (USD MILLION) 101
8.2 PUBLIC CLOUD 102
TABLE 27 PUBLIC CLOUD: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY REGION, 2016–2020 (USD MILLION) 102
TABLE 28 PUBLIC CLOUD: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY REGION, 2021–2026 (USD MILLION) 102
8.3 PRIVATE CLOUD 103
TABLE 29 PRIVATE CLOUD: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY REGION, 2016–2020 (USD MILLION) 103
TABLE 30 PRIVATE CLOUD: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY REGION, 2021–2026 (USD MILLION) 103
9 DATA WAREHOUSE AS A SERVICE MARKET, BY ORGANIZATION SIZE 104
9.1 INTRODUCTION 105
FIGURE 39 LARGE ENTERPRISES ARE EXPECTED TO RECORD LARGER MARKET SIZE DURING FORECAST PERIOD 105
9.1.1 ORGANIZATION SIZE: DATA WAREHOUSE AS A SERVICE MARKET DRIVERS 105
9.1.2 ORGANIZATION SIZE: COVID-19 IMPACT 106
TABLE 31 DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY ORGANIZATION SIZE, 2016–2020 (USD MILLION) 106
TABLE 32 DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION) 106
9.2 LARGE ENTERPRISES 107
TABLE 33 LARGE ENTERPRISES: DATA WAREHOUSE AS A SERVICE MARKET SIZE,
BY REGION, 2016–2020 (USD MILLION) 107
TABLE 34 LARGE ENTERPRISES: DATA WAREHOUSE AS A SERVICE MARKET SIZE,
BY REGION, 2021–2026 (USD MILLION) 107
9.3 SMALL AND MEDIUM-SIZED ENTERPRISES 108
TABLE 35 SMALL AND MEDIUM-SIZED ENTERPRISES: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY REGION, 2016–2020 (USD MILLION) 108
TABLE 36 SMALL AND MEDIUM-SIZED ENTERPRISES: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY REGION, 2021–2026 (USD MILLION) 108
10 DATA WAREHOUSE AS A SERVICE MARKET, BY VERTICAL 109
10.1 INTRODUCTION 110
FIGURE 40 BFSI SEGMENT TO ACCOUNT FOR LARGEST MARKET SIZE DURING FORECAST PERIOD 110
10.1.1 VERTICALS: DATA WAREHOUSE AS A SERVICE MARKET DRIVERS 110
10.1.2 VERTICALS: COVID-19 IMPACT 111
TABLE 37 DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY VERTICAL,
2016–2020 (USD MILLION) 111
TABLE 38 DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY VERTICAL,
2021–2026 (USD MILLION) 112
10.2 BANKING, FINANCIAL SERVICES, AND INSURANCE 112
TABLE 39 BANKING, FINANCIAL SERVICES, AND INSURANCE: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY REGION, 2016–2020 (USD MILLION) 113
TABLE 40 BANKING, FINANCIAL SERVICES, AND INSURANCE: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY REGION, 2021–2026 (USD MILLION) 113
10.3 ENERGY AND UTILITIES 113
TABLE 41 ENERGY AND UTILITIES: DATA WAREHOUSE AS A SERVICE MARKET SIZE,
BY REGION, 2016–2020 (USD MILLION) 114
TABLE 42 ENERGY AND UTILITIES: DATA WAREHOUSE AS A SERVICE MARKET SIZE,
BY REGION, 2021–2026 (USD MILLION) 114
10.4 GOVERNMENT AND PUBLIC SECTOR 114
TABLE 43 GOVERNMENT AND PUBLIC SECTOR: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY REGION, 2016–2020 (USD MILLION) 115
TABLE 44 GOVERNMENT AND PUBLIC SECTOR: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY REGION, 2021–2026 (USD MILLION) 115
10.5 HEALTHCARE AND LIFE SCIENCES 115
TABLE 45 HEALTHCARE AND LIFE SCIENCES: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY REGION, 2016–2020 (USD MILLION) 116
TABLE 46 HEALTHCARE AND LIFE SCIENCES: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY REGION, 2021–2026 (USD MILLION) 116
10.6 IT AND ITES 116
TABLE 47 IT AND ITES: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY REGION, 2016–2020 (USD MILLION) 117
TABLE 48 IT AND ITES: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY REGION, 2021–2026 (USD MILLION) 117
10.7 MANUFACTURING 117
TABLE 49 MANUFACTURING: DATA WAREHOUSE AS A SERVICE MARKET SIZE,
BY REGION, 2016–2020 (USD MILLION) 118
TABLE 50 MANUFACTURING: DATA WAREHOUSE AS A SERVICE MARKET SIZE,
BY REGION, 2021–2026 (USD MILLION) 118
10.8 MEDIA AND ENTERTAINMENT 118
TABLE 51 MEDIA AND ENTERTAINMENT: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY REGION, 2016–2020 (USD MILLION) 119
TABLE 52 MEDIA AND ENTERTAINMENT: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY REGION, 2021–2026 (USD MILLION) 119
10.9 RETAIL AND CONSUMER GOODS 119
TABLE 53 RETAIL AND CONSUMER GOODS: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY REGION, 2016–2020 (USD MILLION) 120
TABLE 54 RETAIL AND CONSUMER GOODS: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY REGION, 2021–2026 (USD MILLION) 120
10.10 TELECOMMUNICATIONS 120
TABLE 55 TELECOMMUNICATIONS: DATA WAREHOUSE AS A SERVICE MARKET SIZE,
BY REGION, 2016–2020 (USD MILLION) 121
TABLE 56 TELECOMMUNICATIONS: DATA WAREHOUSE AS A SERVICE MARKET SIZE,
BY REGION, 2021–2026 (USD MILLION) 121
10.11 OTHERS 121
TABLE 57 OTHERS: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY REGION,
2016–2020 (USD MILLION) 122
TABLE 58 OTHERS: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY REGION,
2021–2026 (USD MILLION) 122

11 DATA WAREHOUSE AS A SERVICE MARKET, BY REGION 123
11.1 INTRODUCTION 124
FIGURE 41 NORTH AMERICA TO ACCOUNT FOR LARGEST MARKET SIZE DURING FORECAST PERIOD 124
TABLE 59 DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY REGION,
2016–2020 (USD MILLION) 124
TABLE 60 DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY REGION,
2021–2026 (USD MILLION) 125
11.2 NORTH AMERICA 125
11.2.1 NORTH AMERICA: DATA WAREHOUSE AS A SERVICE MARKET DRIVERS 125
11.2.2 NORTH AMERICA: COVID-19 IMPACT 126
11.2.3 NORTH AMERICA: REGULATIONS 127
11.2.3.1 Health Insurance Portability and Accountability Act of 1996 127
11.2.3.2 California Consumer Privacy Act 127
11.2.3.3 Gramm–Leach–Bliley Act 127
11.2.3.4 Health Information Technology for Economic and Clinical Health Act 127
11.2.3.5 Sarbanes Oxley Act 128
11.2.3.6 Federal Information Security Management Act 128
11.2.3.7 Payment Card Industry Data Security Standard 128
11.2.3.8 Federal Information Processing Standards 128
FIGURE 42 NORTH AMERICA: MARKET SNAPSHOT 130
TABLE 61 NORTH AMERICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE,
BY APPLICATION, 2016–2020 (USD MILLION) 130
TABLE 62 NORTH AMERICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE,
BY APPLICATION, 2021–2026 (USD MILLION) 131
TABLE 63 NORTH AMERICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY TYPE, 2016–2020 (USD MILLION) 131
TABLE 64 NORTH AMERICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY TYPE, 2021–2026 (USD MILLION) 131
TABLE 65 NORTH AMERICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE,
BY DEPLOYMENT MODEL, 2016–2020 (USD MILLION) 131
TABLE 66 NORTH AMERICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE,
BY DEPLOYMENT MODEL, 2021–2026 (USD MILLION) 132
TABLE 67 NORTH AMERICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE,
BY ORGANIZATION SIZE, 2016–2020 (USD MILLION) 132
TABLE 68 NORTH AMERICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE,
BY ORGANIZATION SIZE, 2021–2026 (USD MILLION) 132
TABLE 69 NORTH AMERICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE,
BY VERTICAL, 2016–2020 (USD MILLION) 133
TABLE 70 NORTH AMERICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE,
BY VERTICAL, 2021–2026 (USD MILLION) 133
TABLE 71 NORTH AMERICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE,
BY COUNTRY, 2016–2020 (USD MILLION) 134
TABLE 72 NORTH AMERICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE,
BY COUNTRY, 2021–2026 (USD MILLION) 134

11.2.4 UNITED STATES 134
TABLE 73 UNITED STATES: DATA WAREHOUSE AS A SERVICE MARKET SIZE,
BY DEPLOYMENT MODEL, 2016–2020 (USD MILLION) 134
TABLE 74 UNITED STATES: DATA WAREHOUSE AS A SERVICE MARKET SIZE,
BY DEPLOYMENT MODEL, 2021–2026 (USD MILLION) 135
TABLE 75 UNITED STATES: DATA WAREHOUSE AS A SERVICE MARKET SIZE,
BY ORGANIZATION SIZE, 2016–2020 (USD MILLION) 135
TABLE 76 UNITED STATES: DATA WAREHOUSE AS A SERVICE MARKET SIZE,
BY ORGANIZATION SIZE, 2021–2026 (USD MILLION) 135
11.2.5 CANADA 135
TABLE 77 CANADA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY DEPLOYMENT MODEL, 2016–2020 (USD MILLION) 136
TABLE 78 CANADA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY DEPLOYMENT MODEL, 2021–2026 (USD MILLION) 136
TABLE 79 CANADA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY ORGANIZATION SIZE, 2016–2020 (USD MILLION) 136
TABLE 80 CANADA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION) 136
11.3 EUROPE 137
11.3.1 EUROPE: DATA WAREHOUSE AS A SERVICE MARKET DRIVERS 137
11.3.2 EUROPE: COVID-19 IMPACT 137
11.3.3 EUROPE: REGULATIONS 138
11.3.3.1 General Data Protection Regulation 138
11.3.3.2 European Committee for Standardization 138
11.3.3.3 European Technical Standards Institute 138
TABLE 81 EUROPE: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY APPLICATION, 2016–2020 (USD MILLION) 139
TABLE 82 EUROPE: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY APPLICATION, 2021–2026 (USD MILLION) 139
TABLE 83 EUROPE: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY TYPE,
2016–2020 (USD MILLION) 139
TABLE 84 EUROPE: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY TYPE,
2021–2026 (USD MILLION) 140
TABLE 85 EUROPE: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY DEPLOYMENT MODEL, 2016–2020 (USD MILLION) 140
TABLE 86 EUROPE: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY DEPLOYMENT MODEL, 2021–2026 (USD MILLION) 140
TABLE 87 EUROPE: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY ORGANIZATION SIZE, 2016–2020 (USD MILLION) 140
TABLE 88 EUROPE: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION) 141
TABLE 89 EUROPE: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY VERTICAL, 2016–2020 (USD MILLION) 141
TABLE 90 EUROPE: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY VERTICAL, 2021–2026 (USD MILLION) 142
TABLE 91 EUROPE: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY COUNTRY, 2016–2020 (USD MILLION) 142
TABLE 92 EUROPE: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY COUNTRY, 2021–2026 (USD MILLION) 143
11.3.4 UNITED KINGDOM 143
TABLE 93 UNITED KINGDOM: DATA WAREHOUSE AS A SERVICE MARKET SIZE,
BY DEPLOYMENT MODEL, 2016–2020 (USD MILLION) 143
TABLE 94 UNITED KINGDOM: DATA WAREHOUSE AS A SERVICE MARKET SIZE,
BY DEPLOYMENT MODEL, 2021–2026 (USD MILLION) 143
TABLE 95 UNITED KINGDOM: DATA WAREHOUSE AS A SERVICE MARKET SIZE,
BY ORGANIZATION SIZE, 2016–2020 (USD MILLION) 144
TABLE 96 UNITED KINGDOM: DATA WAREHOUSE AS A SERVICE MARKET SIZE,
BY ORGANIZATION SIZE, 2021–2026 (USD MILLION) 144
11.3.5 GERMANY 144
TABLE 97 GERMANY: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY DEPLOYMENT MODEL, 2016–2020 (USD MILLION) 144
TABLE 98 GERMANY: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY DEPLOYMENT MODEL, 2021–2026 (USD MILLION) 145
TABLE 99 GERMANY: DATA WAREHOUSE AS A SERVICE MARKET SIZE,
BY ORGANIZATION SIZE, 2016–2020 (USD MILLION) 145
TABLE 100 GERMANY: DATA WAREHOUSE AS A SERVICE MARKET SIZE,
BY ORGANIZATION SIZE, 2021–2026 (USD MILLION) 145
11.3.6 FRANCE 145
TABLE 101 FRANCE: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY DEPLOYMENT MODEL, 2016–2020 (USD MILLION) 146
TABLE 102 FRANCE: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY DEPLOYMENT MODEL, 2021–2026 (USD MILLION) 146
TABLE 103 FRANCE: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY ORGANIZATION SIZE, 2016–2020 (USD MILLION) 146
TABLE 104 FRANCE: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION) 146
11.3.7 REST OF EUROPE 147
TABLE 105 REST OF EUROPE: DATA WAREHOUSE AS A SERVICE MARKET SIZE,
BY DEPLOYMENT MODEL, 2016–2020 (USD MILLION) 147
TABLE 106 REST OF EUROPE: DATA WAREHOUSE AS A SERVICE MARKET SIZE,
BY DEPLOYMENT MODEL, 2021–2026 (USD MILLION) 147
TABLE 107 REST OF EUROPE: DATA WAREHOUSE AS A SERVICE MARKET SIZE,
BY ORGANIZATION SIZE, 2016–2020 (USD MILLION) 147
TABLE 108 REST OF EUROPE: DATA WAREHOUSE AS A SERVICE MARKET SIZE,
BY ORGANIZATION SIZE, 2021–2026 (USD MILLION) 148
11.4 ASIA PACIFIC 148
11.4.1 ASIA PACIFIC: DATA WAREHOUSE AS A SERVICE MARKET DRIVERS 148
11.4.2 ASIA PACIFIC: COVID-19 IMPACT 149
11.4.3 ASIA PACIFIC: REGULATIONS 149
11.4.3.1 International Organization for Standardization 27001 149
11.4.3.2 Personal Data Protection Act 150
FIGURE 43 ASIA PACIFIC: MARKET SNAPSHOT 151
TABLE 109 ASIA PACIFIC: DATA WAREHOUSE AS A SERVICE MARKET SIZE,
BY APPLICATION, 2016–2020 (USD MILLION) 151
TABLE 110 ASIA PACIFIC: DATA WAREHOUSE AS A SERVICE MARKET SIZE,
BY APPLICATION, 2021–2026 (USD MILLION) 152
TABLE 111 ASIA PACIFIC: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY TYPE, 2016–2020 (USD MILLION) 152
TABLE 112 ASIA PACIFIC: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY TYPE, 2021–2026 (USD MILLION) 152
TABLE 113 ASIA PACIFIC: DATA WAREHOUSE AS A SERVICE MARKET SIZE,
BY DEPLOYMENT MODEL, 2016–2020 (USD MILLION) 152
TABLE 114 ASIA PACIFIC: DATA WAREHOUSE AS A SERVICE MARKET SIZE,
BY DEPLOYMENT MODEL, 2021–2026 (USD MILLION) 153
TABLE 115 ASIA PACIFIC: DATA WAREHOUSE AS A SERVICE MARKET SIZE,
BY ORGANIZATION SIZE, 2016–2020 (USD MILLION) 153
TABLE 116 ASIA PACIFIC: DATA WAREHOUSE AS A SERVICE MARKET SIZE,
BY ORGANIZATION SIZE, 2021–2026 (USD MILLION) 153
TABLE 117 ASIA PACIFIC: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY VERTICAL, 2016–2020 (USD MILLION) 154
TABLE 118 ASIA PACIFIC: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY VERTICAL, 2021–2026 (USD MILLION) 154
TABLE 119 ASIA PACIFIC: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY COUNTRY, 2016–2020 (USD MILLION) 155
TABLE 120 ASIA PACIFIC: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY COUNTRY, 2021–2026 (USD MILLION) 155
11.4.4 CHINA 155
TABLE 121 CHINA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY DEPLOYMENT MODEL, 2016–2020 (USD MILLION) 155
TABLE 122 CHINA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY DEPLOYMENT MODEL, 2021–2026 (USD MILLION) 156
TABLE 123 CHINA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY ORGANIZATION SIZE, 2016–2020 (USD MILLION) 156
TABLE 124 CHINA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION) 156
11.4.5 JAPAN 156
TABLE 125 JAPAN: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY DEPLOYMENT MODEL, 2016–2020 (USD MILLION) 157
TABLE 126 JAPAN: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY DEPLOYMENT MODEL, 2021–2026 (USD MILLION) 157
TABLE 127 JAPAN: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY ORGANIZATION SIZE, 2016–2020 (USD MILLION) 157
TABLE 128 JAPAN: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION) 157
11.4.6 AUSTRALIA AND NEW ZEALAND 158
TABLE 129 AUSTRALIA AND NEW ZEALAND: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY DEPLOYMENT MODEL, 2016–2020 (USD MILLION) 158
TABLE 130 AUSTRALIA AND NEW ZEALAND: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY DEPLOYMENT MODEL, 2021–2026 (USD MILLION) 158
TABLE 131 AUSTRALIA AND NEW ZEALAND: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY ORGANIZATION SIZE, 2016–2020 (USD MILLION) 158
TABLE 132 AUSTRALIA AND NEW ZEALAND: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION) 159
11.4.7 REST OF ASIA PACIFIC 159
TABLE 133 REST OF ASIA PACIFIC: DATA WAREHOUSE AS A SERVICE MARKET SIZE,
BY DEPLOYMENT MODEL, 2016–2020 (USD MILLION) 159
TABLE 134 REST OF ASIA PACIFIC: DATA WAREHOUSE AS A SERVICE MARKET SIZE,
BY DEPLOYMENT MODEL, 2021–2026 (USD MILLION) 160
TABLE 135 REST OF ASIA PACIFIC: DATA WAREHOUSE AS A SERVICE MARKET SIZE,
BY ORGANIZATION SIZE, 2016–2020 (USD MILLION) 160
TABLE 136 REST OF ASIA PACIFIC: DATA WAREHOUSE AS A SERVICE MARKET SIZE,
BY ORGANIZATION SIZE, 2021–2026 (USD MILLION) 160
11.5 MIDDLE EAST AND AFRICA 161
11.5.1 MIDDLE EAST AND AFRICA: DATA WAREHOUSE AS A SERVICE MARKET DRIVERS 161
11.5.2 MIDDLE EAST AND AFRICA: COVID-19 IMPACT 162
11.5.3 MIDDLE EAST AND AFRICA: REGULATIONS 162
11.5.3.1 ISRAELI Privacy Protection Regulations (Data Security), 5777-2017 162
11.5.3.2 Cloud Computing Framework 162
11.5.3.3 GDPR Applicability in KSA 163
11.5.3.4 Protection of Personal Information Act 163
11.5.3.5 TRA’s IoT Regulatory Policy 163
TABLE 137 MIDDLE EAST AND AFRICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY APPLICATION, 2016–2020 (USD MILLION) 164
TABLE 138 MIDDLE EAST AND AFRICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY APPLICATION, 2021–2026 (USD MILLION) 164
TABLE 139 MIDDLE EAST AND AFRICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY TYPE, 2016–2020 (USD MILLION) 164
TABLE 140 MIDDLE EAST AND AFRICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY TYPE, 2021–2026 (USD MILLION) 165
TABLE 141 MIDDLE EAST AND AFRICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY DEPLOYMENT MODEL, 2016–2020 (USD MILLION) 165
TABLE 142 MIDDLE EAST AND AFRICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY DEPLOYMENT MODEL, 2021–2026 (USD MILLION) 165
TABLE 143 MIDDLE EAST AND AFRICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY ORGANIZATION SIZE, 2016–2020 (USD MILLION) 165
TABLE 144 MIDDLE EAST AND AFRICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION) 166
TABLE 145 MIDDLE EAST AND AFRICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY VERTICAL, 2016–2020 (USD MILLION) 166
TABLE 146 MIDDLE EAST AND AFRICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY VERTICAL, 2021–2026 (USD MILLION) 167
TABLE 147 MIDDLE EAST AND AFRICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY COUNTRY, 2016–2020 (USD MILLION) 167
TABLE 148 MIDDLE EAST AND AFRICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY COUNTRY, 2021–2026 (USD MILLION) 168
11.5.4 SAUDI ARABIA 168
TABLE 149 SAUDI ARABIA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY DEPLOYMENT MODEL, 2016–2020 (USD MILLION) 168
TABLE 150 SAUDI ARABIA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY DEPLOYMENT MODEL, 2021–2026 (USD MILLION) 168
TABLE 151 SAUDI ARABIA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY ORGANIZATION SIZE, 2016–2020 (USD MILLION) 169
TABLE 152 SAUDI ARABIA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION) 169
11.5.5 UNITED ARAB EMIRATES 169
TABLE 153 UNITED ARAB EMIRATES: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY DEPLOYMENT MODEL, 2016–2020 (USD MILLION) 169
TABLE 154 UNITED ARAB EMIRATES: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY DEPLOYMENT MODEL, 2021–2026 (USD MILLION) 170
TABLE 155 UNITED ARAB EMIRATES: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY ORGANIZATION SIZE, 2016–2020 (USD MILLION) 170
TABLE 156 UNITED ARAB EMIRATES: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION) 170
11.5.6 SOUTH AFRICA 170
TABLE 157 SOUTH AFRICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY DEPLOYMENT MODEL, 2016–2020 (USD MILLION) 171
TABLE 158 SOUTH AFRICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY DEPLOYMENT MODEL, 2021–2026 (USD MILLION) 171
TABLE 159 SOUTH AFRICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY ORGANIZATION SIZE, 2016–2020 (USD MILLION) 171
TABLE 160 SOUTH AFRICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION) 171
11.5.7 REST OF MIDDLE EAST AND AFRICA 172
TABLE 161 REST OF MIDDLE EAST AND AFRICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY DEPLOYMENT MODEL, 2016–2020 (USD MILLION) 172
TABLE 162 REST OF MIDDLE EAST AND AFRICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY DEPLOYMENT MODEL, 2021–2026 (USD MILLION) 172
TABLE 163 REST OF MIDDLE EAST AND AFRICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY ORGANIZATION SIZE, 2016–2020 (USD MILLION) 173
TABLE 164 REST OF MIDDLE EAST AND AFRICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION) 173
11.6 LATIN AMERICA 173
11.6.1 LATIN AMERICA: DATA WAREHOUSE AS A SERVICE MARKET DRIVERS 174
11.6.2 LATIN AMERICA: COVID-19 IMPACT 174
11.6.3 LATIN AMERICA: REGULATIONS 175
11.6.3.1 Brazil Data Protection Law 175
11.6.3.2 Argentina Personal Data Protection Law No. 25.326 175
TABLE 165 LATIN AMERICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY APPLICATION, 2016–2020 (USD MILLION) 175
TABLE 166 LATIN AMERICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY APPLICATION, 2021–2026 (USD MILLION) 176
TABLE 167 LATIN AMERICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY TYPE, 2016–2020 (USD MILLION) 176
TABLE 168 LATIN AMERICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY TYPE, 2021–2026 (USD MILLION) 176
TABLE 169 LATIN AMERICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY DEPLOYMENT MODEL, 2016–2020 (USD MILLION) 176
TABLE 170 LATIN AMERICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY DEPLOYMENT MODEL, 2021–2026 (USD MILLION) 177
TABLE 171 LATIN AMERICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY ORGANIZATION SIZE, 2016–2020 (USD MILLION) 177
TABLE 172 LATIN AMERICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION) 177
TABLE 173 LATIN AMERICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY VERTICAL, 2016–2020 (USD MILLION) 178
TABLE 174 LATIN AMERICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY VERTICAL, 2021–2026 (USD MILLION) 178
TABLE 175 LATIN AMERICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY COUNTRY, 2016–2020 (USD MILLION) 179
TABLE 176 LATIN AMERICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY COUNTRY, 2021–2026 (USD MILLION) 179
11.6.4 BRAZIL 179
TABLE 177 BRAZIL: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY DEPLOYMENT MODEL, 2016–2020 (USD MILLION) 179
TABLE 178 BRAZIL: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY DEPLOYMENT MODEL, 2021–2026 (USD MILLION) 180
TABLE 179 BRAZIL: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY ORGANIZATION SIZE, 2016–2020 (USD MILLION) 180
TABLE 180 BRAZIL: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION) 180
11.6.5 MEXICO 180
TABLE 181 MEXICO: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY DEPLOYMENT MODEL, 2016–2020 (USD MILLION) 181
TABLE 182 MEXICO: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY DEPLOYMENT MODEL, 2021–2026 (USD MILLION) 181
TABLE 183 MEXICO: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY ORGANIZATION SIZE, 2016–2020 (USD MILLION) 181
TABLE 184 MEXICO: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION) 181
11.6.6 REST OF LATIN AMERICA 182
TABLE 185 REST OF LATIN AMERICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE,
BY DEPLOYMENT MODEL, 2016–2020 (USD MILLION) 182
TABLE 186 REST OF LATIN AMERICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE,
BY DEPLOYMENT MODEL, 2021–2026 (USD MILLION) 182
TABLE 187 REST OF LATIN AMERICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE,
BY ORGANIZATION SIZE, 2016–2020 (USD MILLION) 182
TABLE 188 REST OF LATIN AMERICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE,
BY ORGANIZATION SIZE, 2021–2026 (USD MILLION) 183
12 COMPETITIVE LANDSCAPE 184
12.1 INTRODUCTION 184
12.2 MARKET SHARE OF TOP VENDORS 184
TABLE 189 DATA WAREHOUSE AS A SERVICE: DEGREE OF COMPETITION 184
FIGURE 44 DATA WAREHOUSE AS A SERVICE MARKET: VENDOR SHARE ANALYSIS 185

12.3 HISTORICAL REVENUE ANALYSIS OF TOP VENDORS 186
FIGURE 45 HISTORICAL REVENUE ANALYSIS 186
12.4 COMPANY EVALUATION QUADRANT 186
12.4.1 DEFINITIONS AND METHODOLOGY 186
TABLE 190 COMPANY EVALUATION QUADRANT: CRITERIA 186
12.4.2 STAR 187
12.4.3 EMERGING LEADER 187
12.4.4 PERVASIVE 187
12.4.5 PARTICIPANT 187
FIGURE 46 DATA WAREHOUSE AS A SERVICE MARKET (GLOBAL): COMPANY EVALUATION QUADRANT, 2021 188
TABLE 191 COMPANY PRODUCT FOOTPRINT 189
TABLE 192 COMPANY INDUSTRY FOOTPRINT (1/2) 190
TABLE 193 COMPANY INDUSTRY FOOTPRINT (2/2) 191
TABLE 194 COMPANY REGION FOOTPRINT 192
12.5 SME EVALUATION QUADRANT 192
12.5.1 DEFINITIONS AND METHODOLOGY 192
TABLE 195 SME EVALUATION QUADRANT: CRITERIA 193
12.5.2 PROGRESSIVE COMPANIES 193
12.5.3 RESPONSIVE COMPANIES 193
12.5.4 DYNAMIC COMPANIES 193
12.5.5 STARTING BLOCKS 193
FIGURE 47 DATA WAREHOUSE AS A SERVICE MARKET (GLOBAL):
SME EVALUATION QUADRANT, 2021 194
12.6 COMPETITIVE SCENARIO 195
TABLE 196 DATA WAREHOUSE AS A SERVICE: NEW PRODUCT LAUNCHES, NOVEMBER 2019–JULY 2021 195
TABLE 197 DATA WAREHOUSE AS A SERVICE: DEALS, OCTOBER 2020–JULY 2021 196

13 COMPANY PROFILES 197
13.1 INTRODUCTION 197
13.2 KEY PLAYERS 197
(Business Overview, Products, Key Insights, Recent Developments, MnM View)*
13.2.1 AWS 197
TABLE 198 AWS: BUSINESS OVERVIEW 197
FIGURE 48 AWS: COMPANY SNAPSHOT 198
TABLE 199 AWS: PRODUCTS OFFERED 198
TABLE 200 AWS: DATA WAREHOUSE AS A SERVICE MARKET: PRODUCT LAUNCHES 198
TABLE 201 AWS: DATA WAREHOUSE AS A SERVICE MARKET: DEALS 199
13.2.2 IBM 201
TABLE 202 IBM: BUSINESS OVERVIEW 201
FIGURE 49 IBM: COMPANY SNAPSHOT 202
TABLE 203 IBM: PRODUCTS OFFERED 202
TABLE 204 IBM: DATA WAREHOUSE AS A SERVICE MARKET: PRODUCT LAUNCHES 203
TABLE 205 IBM: DATA WAREHOUSE AS A SERVICE MARKET: DEALS 203
13.2.3 MICROSOFT 204
TABLE 206 MICROSOFT: BUSINESS OVERVIEW 204
FIGURE 50 MICROSOFT: COMPANY SNAPSHOT 205
TABLE 207 MICROSOFT: PRODUCTS OFFERED 205
TABLE 208 MICROSOFT: DATA WAREHOUSE AS A SERVICE MARKET:
PRODUCT LAUNCHES 206
TABLE 209 MICROSOFT: DATA WAREHOUSE AS A SERVICE MARKET: DEALS 206
13.2.4 GOOGLE 208
TABLE 210 GOOGLE: BUSINESS OVERVIEW 208
FIGURE 51 GOOGLE: COMPANY SNAPSHOT 208
TABLE 211 GOOGLE: PRODUCTS OFFERED 209
TABLE 212 GOOGLE: DATA WAREHOUSE AS A SERVICE MARKET: PRODUCT LAUNCHES 209
TABLE 213 GOOGLE: DATA WAREHOUSE AS A SERVICE MARKET: DEALS 209
13.2.5 ORACLE 211
TABLE 214 ORACLE: BUSINESS OVERVIEW 211
FIGURE 52 ORACLE: COMPANY SNAPSHOT 211
TABLE 215 ORACLE: PRODUCTS OFFERED 212
TABLE 216 ORACLE: DATA WAREHOUSE AS A SERVICE MARKET: PRODUCT LAUNCHES 212
TABLE 217 ORACLE: DATA WAREHOUSE AS A SERVICE MARKET: DEALS 212
13.2.6 SAP 214
TABLE 218 SAP: BUSINESS OVERVIEW 214
FIGURE 53 SAP: COMPANY SNAPSHOT 215
TABLE 219 SAP: PRODUCTS OFFERED 215
TABLE 220 SAP: DATA WAREHOUSE AS A SERVICE MARKET: PRODUCT LAUNCHES 216
TABLE 221 SAP: DATA WAREHOUSE AS A SERVICE MARKET: DEALS 216
13.2.7 SNOWFLAKE 217
TABLE 222 SNOWFLAKE: BUSINESS OVERVIEW 217
FIGURE 54 SNOWFLAKE: COMPANY SNAPSHOT 217
TABLE 223 SNOWFLAKE: PRODUCTS OFFERED 218
TABLE 224 SNOWFLAKE: DATA WAREHOUSE AS A SERVICE MARKET:
PRODUCT LAUNCHES 218
TABLE 225 SNOWFLAKE: DATA WAREHOUSE AS A SERVICE MARKET: DEALS 218
13.2.8 MICRO FOCUS 219
TABLE 226 MICRO FOCUS: BUSINESS OVERVIEW 219
FIGURE 55 MICRO FOCUS: COMPANY SNAPSHOT 220
TABLE 227 MICRO FOCUS: PRODUCTS OFFERED 220
TABLE 228 MICRO FOCUS: DATA WAREHOUSE AS A SERVICE MARKET:
PRODUCT LAUNCHES 221
TABLE 229 MICRO FOCUS: DATA WAREHOUSE AS A SERVICE MARKET: DEALS 221

13.2.9 TERADATA 222
TABLE 230 TERADATA: BUSINESS OVERVIEW 222
FIGURE 56 TERADATA: COMPANY SNAPSHOT 223
TABLE 231 TERADATA: PRODUCTS OFFERED 223
TABLE 232 TERADATA: DATA WAREHOUSE AS A SERVICE MARKET: PRODUCT LAUNCHES 224
TABLE 233 TERADATA: DATA WAREHOUSE AS A SERVICE MARKET: DEALS 224
13.2.10 1010DATA 225
TABLE 234 1010 DATA: BUSINESS OVERVIEW 225
TABLE 235 1010 DATA: PRODUCTS OFFERED 225
TABLE 236 1010 DATA: DATA WAREHOUSE AS A SERVICE MARKET: DEALS 226
13.2.11 CLOUDERA 227
TABLE 237 CLOUDERA: BUSINESS OVERVIEW 227
FIGURE 57 CLOUDERA: COMPANY SNAPSHOT 227
TABLE 238 CLOUDERA: PRODUCTS OFFERED 228
TABLE 239 CLOUDERA: DATA WAREHOUSE AS A SERVICE MARKET: PRODUCT LAUNCHES 228
TABLE 240 CLOUDERA: DATA WAREHOUSE AS A SERVICE MARKET: DEALS 228
13.2.12 PIVOTAL 230
TABLE 241 PIVOTAL: BUSINESS OVERVIEW 230
TABLE 242 PIVOTAL: PRODUCTS OFFERED 230
13.2.13 YELLOWBRICK 231
TABLE 243 YELLOWBRICK: BUSINESS OVERVIEW 231
TABLE 244 YELLOWBRICK: PRODUCTS OFFERED 231
TABLE 245 YELLOWBRICK: DATA WAREHOUSE AS A SERVICE MARKET:
PRODUCT LAUNCHES 231
TABLE 246 YELLOWBRICK: DATA WAREHOUSE AS A SERVICE MARKET: DEALS 232
13.2.14 VEEVA SYSTEMS 233
TABLE 247 VEEVA SYSTEMS: BUSINESS OVERVIEW 233
FIGURE 58 VEEVA SYSTEMS: COMPANY SNAPSHOT 234
TABLE 248 VEEVA SYSTEMS: PRODUCTS OFFERED 234
13.2.15 ACTIAN 235
TABLE 249 ACTIAN: BUSINESS OVERVIEW 235
TABLE 250 ACTIAN: PRODUCTS OFFERED 235
TABLE 251 ACTIAN: DATA WAREHOUSE AS A SERVICE MARKET: PRODUCT LAUNCHES 235
13.2.16 MARKLOGIC 237
TABLE 252 MARKLOGIC: BUSINESS OVERVIEW 237
TABLE 253 MARKLOGIC: PRODUCTS OFFERED 237
TABLE 254 MARKLOGIC: DATA WAREHOUSE AS A SERVICE MARKET: PRODUCT LAUNCHES 237
13.2.17 NETAVIS SOFTWARE 238
TABLE 255 NETAVIS SOFTWARE: BUSINESS OVERVIEW 238
TABLE 256 NETAVIS SOFTWARE: PRODUCTS OFFERED 238

13.2.18 SOLVER 239
TABLE 257 SOLVER: BUSINESS OVERVIEW 239
TABLE 258 SOLVER: PRODUCTS OFFERED 239
TABLE 259 SOLVER: DATA WAREHOUSE AS A SERVICE MARKET: DEALS 239
13.3 OTHER PLAYERS 240
13.3.1 ACCUR8 SOFTWARE 240
TABLE 260 ACCUR8 SOFTWARE: BUSINESS OVERVIEW 240
TABLE 261 ACCUR8 SOFTWARE: PRODUCTS OFFERED 240
TABLE 262 ACCUR8 SOFTWARE: DATA WAREHOUSE AS A SERVICE MARKET:
PRODUCT LAUNCHES 240
13.3.2 ATSCALE 241
TABLE 263 ATSCALE: BUSINESS OVERVIEW 241
TABLE 264 ATSCALE: PRODUCTS OFFERED 241
TABLE 265 ATSCALE: DATA WAREHOUSE AS A SERVICE MARKET: PRODUCT LAUNCHES 241
TABLE 266 ATSCALE: DATA WAREHOUSE AS A SERVICE MARKET: DEALS 242
13.3.3 PANOPLY 243
TABLE 267 PANOPLY: BUSINESS OVERVIEW 243
TABLE 268 PANOPLY: PRODUCTS OFFERED 243
TABLE 269 PANOPLY: DATA WAREHOUSE AS A SERVICE MARKET: PRODUCT LAUNCHES 243
TABLE 270 PANOPLY: DATA WAREHOUSE AS A SERVICE MARKET: DEALS 244
13.3.4 SINGLESTORE 245
TABLE 271 SINGLE STORE: BUSINESS OVERVIEW 245
TABLE 272 SINGLESTORE: PRODUCTS OFFERED 245
TABLE 273 SINGLESTORE: DATA WAREHOUSE AS A SERVICE MARKET:
PRODUCT LAUNCHES 245
13.3.5 TRANSWARP 246
TABLE 274 TRANSWARP: BUSINESS OVERVIEW 246
TABLE 275 TRANSWRAP: PRODUCTS OFFERED 246
*Details on Business Overview, Products, Key Insights, Recent Developments, MnM View might not be captured in case of unlisted companies.
14 ADJACENT MARKETS 247
14.1 INTRODUCTION 247
14.1.1 RELATED MARKET 247
14.2 BUSINESS INTELLIGENCE MARKET 247
TABLE 276 BUSINESS INTELLIGENCE MARKET SIZE, BY SOLUTION,
2016–2019 (USD MILLION) 247
TABLE 277 BUSINESS INTELLIGENCE MARKET SIZE, BY SOLUTION,
2020–2025 (USD MILLION) 248
TABLE 278 BUSINESS INTELLIGENCE MARKET SIZE, BY SERVICE,
2016–2019 (USD MILLION) 248
TABLE 279 BUSINESS INTELLIGENCE MARKET SIZE, BY SERVICE,
2020–2025(USD MILLION) 248
TABLE 280 BUSINESS INTELLIGENCE MARKET SIZE, BY DEPLOYMENT MODE,
2016–2019 (USD MILLION) 249
TABLE 281 BUSINESS INTELLIGENCE MARKET SIZE, BY DEPLOYMENT MODE,
2020–2025 (USD MILLION) 249
TABLE 282 BUSINESS INTELLIGENCE MARKET SIZE, BY ORGANIZATION SIZE,
2016–2019 (USD MILLION) 249
TABLE 283 BUSINESS INTELLIGENCE MARKET SIZE, BY ORGANIZATION SIZE,
2020–2025 (USD MILLION) 249
TABLE 284 BUSINESS INTELLIGENCE MARKET SIZE, BY INDUSTRY VERTICAL,
2016–2019 (USD MILLION) 250
TABLE 285 BUSINESS INTELLIGENCE MARKET SIZE, BY INDUSTRY VERTICAL,
2020–2025 (USD MILLION) 250
TABLE 286 BUSINESS INTELLIGENCE MARKET SIZE, BY REGION,
2016–2019 (USD MILLION) 251
TABLE 287 BUSINESS INTELLIGENCE MARKET SIZE, BY REGION,
2020–2025 (USD MILLION) 251
15 APPENDIX 252
15.1 DISCUSSION GUIDE 252
15.2 KNOWLEDGE STORE: MARKETSANDMARKETS’ SUBSCRIPTION PORTAL 256
15.3 AVAILABLE CUSTOMIZATIONS 258
15.4 RELATED REPORTS 258
15.5 AUTHOR DETAILS 259

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