クラウド分析市場 : 2029年までの世界予測

出版：MarketsandMarkets（マーケッツアンドマーケッツ）　出版年月：2024年5月

Cloud Analytics Market – Global Forecast To 2029

クラウド分析市場 : オファリング {[ソリューション (高度な分析、クラウド BL ツール)、展開モード (パブリック、プライベート、ハイブリッド)]、サービス}、データタイプ、データ処理 (リアルタイム分析、バッチ分析)、業種および地域別 – 2029年までの世界予測
Cloud Analytics Market by Offering ((Solutions (Advanced Analytics, Cloud Bl Tools), Deployment Mode (Public, Private, Hybrid)), Services), Data Type, Data Processing (Real-Time Analytics, Batch Analytics), Vertical and Region – Global Forecast to 2029

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種別	英文調査報告書

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Report Overview

The global cloud analytics market is valued at USD 35.7 billion in 2024 and is estimated to reach USD 118.5 billion in 2029, registering a CAGR of 27.1% during the forecast period.

世界のクラウド分析市場は、2024 年に 357 億米ドルと評価され、2029 年には 1,185 億米ドルに達すると推定されており、予測期間中に 27.1% の CAGR を記録します。

Augmented analytics revolutionizes the cloud analytics sector, streamlining operations and enhancing business decision-making processes. These platforms automate data analysis tasks by leveraging advanced machine learning and AI algorithms, enabling efficient extraction of valuable insights. With user-friendly interfaces and seamless integration with cloud platforms, augmented analytics solutions offer cost-effective and scalable options for organizations of all sizes. Predictive modeling enables businesses to anticipate market trends and make informed strategic decisions proactively. Embracing augmented analytics enables companies to stay ahead by leveraging data-driven insights to drive innovation and maximize competitiveness in their respective industries.

クラウド分析市場 : 2029年までの世界予測

“By offering, the Solutions segment is projected to hold the largest market size during the forecast period.”
Cloud analytics solutions are set to lead the market due to their scalability, which enables businesses to adjust resources as needed. At the same time, their subscription-based pricing ensures cost-effectiveness, particularly for smaller enterprises. Swift deployment allows for rapid implementation, yielding quicker returns on investment. Accessibility from anywhere encourages team collaboration, enhancing decision-making. Integration with other cloud services streamlines workflows and ongoing updates ensure access to cutting-edge analytics tools. These factors position cloud analytics solutions as a strategic choice for businesses harnessing data for growth and competitive advantage.

クラウド分析市場 : 2029年までの世界予測 ecosystem

“By type, Cloud BI tools are registered to grow at the highest CAGR during the forecast period.”
The widespread adoption of cloud Business Intelligence (BI) tools is catalyzing the rapid growth of cloud analytics, boasting a high CAGR. These tools offer scalability, cost efficiency, and accessibility, empowering organizations to handle large data volumes seamlessly and make data-driven decisions. Cloud BI tools facilitate team collaboration and integrate smoothly with other cloud services, streamlining the analytics workflow. Moreover, they incorporate advanced analytics capabilities like machine learning and predictive analytics, enabling businesses to derive deeper insights from their data. This trend reshapes the analytics landscape, driving businesses towards cloud-based solutions for enhanced efficiency and competitiveness.

“Asia Pacific is projected to witness the highest CAGR during the forecast period.”
The Asia-Pacific (APAC) region is witnessing a significant surge in the adoption of cloud analytics driven by factors such as rapid economic growth, digital transformation initiatives, technological advancements, diverse industry landscapes, and government support. This trend is fueled by the region’s need for scalable and cost-effective analytics solutions to manage costs, drive innovation, and enhance operational efficiency. With improved internet infrastructure and government initiatives promoting cloud technologies, businesses across various sectors in APAC are leveraging cloud analytics to gain strategic insights, optimize operations, and stay competitive in the global market, positioning cloud analytics as a key driver of business growth and innovation in the region.

クラウド分析市場 : 2029年までの世界予測 region
Breakdown of primaries
In-depth interviews were conducted with Chief Executive Officers (CEOs), innovation and technology directors, system integrators, and executives from various key organizations operating in the cloud analytics market.
 By Company: Tier I: 35%, Tier II: 45%, and Tier III: 20%
 By Designation: C-Level Executives: 35%, Directors: 25%, and Others: 40%
 By Region: North America – 30%, Europe – 30%, Asia Pacific – 25%, Middle East & Africa – 10%, and Latin America – 5%

Major vendors offering cloud analytics solution and services across the globe are IBM (US), SAS Institute (US), Oracle (US), Google (US), Microsoft (US), Teradata (US), Salesforce (US), AWS (US), NetApp (US), Qilk (US), Sisense (US), SAP (Germany), Atos (France), Altair (US), Microstrategy (US), Tibco Software (US), Hexaware Technologies (India), Zoho (India), Rackspace Technology (US), Splunk (US), Cloudera (US), Domo (US), Hewlett Packard Enterprise (US), Incorta (US), Tellius (US), Rapyder (US), Hitachi Vantara (US), Board International (Switzerland), Ridge (Israel), Jaspersoft (US), Yellowfin (Australia), Deonodo(US), GoodData (US), Thoughtspot (US), and Infogain (US).

Research Coverage
The market study covers cloud analytics across segments. It aims to estimate the market size and the growth potential across different segments, such as offering, data type, data processing, vertical, and region. It includes an in-depth competitive analysis of the key players in the market, their company profiles, key observations related to product and business offerings, recent developments, and key market strategies.

Key Benefits of Buying the Report
The report would provide the market leaders/new entrants in this market with information on the closest approximations of the revenue numbers for the overall market for cloud analytics and its subsegments. It would help stakeholders understand the competitive landscape and gain more insights better to position their business and plan suitable go-to-market strategies. It also helps stakeholders understand the pulse of the market and provides them with information on key market drivers, restraints, challenges, and opportunities.

The report provides insights on the following pointers:
• Analysis of key drivers (Exponential rise of unstructured data, Rise in digitalization trend), restraints (Discrepancy among data sources impedes the advancement of cloud analytics, Data Security and Privacy Concerns), opportunities (Empowering cloud analytics through SDN-enabled network integration, Growing integration of advanced analytical functionalities), and challenges (Rise in need for training and upskilling to address knowledge gap, Issues related to complexity and diversity of data collected)
• Product Development/Innovation: Detailed insights on upcoming technologies, research & development activities, and new solutions & service launches in the cloud analytics market.

• Market Development: Comprehensive information about lucrative markets – the report analyses the cloud analytics market across varied regions.

• Market Diversification: Exhaustive information about new products & services, untapped geographies, recent developments, and investments in cloud analytics market strategies; the report also helps stakeholders understand the pulse of the cloud analytics market and provides them with information on key market drivers, restraints, challenges, and opportunities.

• Competitive Assessment: In-depth assessment of market shares, growth strategies, and service offerings of leading players such as IBM (US), Oracle (US), Microsoft (US), Google (US), and AWS (US) among others, in the cloud analytics market.

1 INTRODUCTION 32

1.1 STUDY OBJECTIVES 32

1.2 MARKET DEFINITION 32

1.2.1 INCLUSIONS & EXCLUSIONS 32

1.3 STUDY SCOPE 34

1.3.1 MARKET SEGMENTATION 34

1.3.2 REGIONS COVERED 35

1.3.3 YEARS CONSIDERED 35

1.4 CURRENCY CONSIDERED 36

TABLE 1 USD EXCHANGE RATE, 2020–2023 36

1.5 STAKEHOLDERS 36

1.6 SUMMARY OF CHANGES 37

1.6.1 IMPACT OF RECESSION 37

2 RESEARCH METHODOLOGY 38

2.1 RESEARCH DATA 38

FIGURE 1 CLOUD ANALYTICS MARKET: RESEARCH DESIGN 38

2.1.1 SECONDARY DATA 39

2.1.2 PRIMARY DATA 39

TABLE 2 PRIMARY INTERVIEWS 39

2.1.2.1 Breakup of primary profiles 40

2.1.2.2 Key insights from industry experts 40

2.2 DATA TRIANGULATION 41

FIGURE 2 CLOUD ANALYTICS MARKET: DATA TRIANGULATION 41

2.3 MARKET SIZE ESTIMATION 42

FIGURE 3 CLOUD ANALYTICS MARKET: TOP-DOWN AND BOTTOM-UP APPROACHES 42

2.3.1 TOP-DOWN APPROACH 42

2.3.2 BOTTOM-UP APPROACH 43

FIGURE 4 APPROACH 1 (SUPPLY SIDE): REVENUE FROM VENDORS OF SOLUTIONS/SERVICES IN CLOUD ANALYTICS MARKET 43

FIGURE 5 APPROACH 2 (BOTTOM-UP, SUPPLY SIDE): COLLECTIVE REVENUE FROM ALL SOLUTIONS/SERVICES OF CLOUD ANALYTICS 44

FIGURE 6 APPROACH 3 (BOTTOM-UP, SUPPLY SIDE): MARKET ESTIMATION FOR ALL SOLUTIONS/SERVICES AND CORRESPONDING SOURCES 45

FIGURE 7 APPROACH 4 (BOTTOM-UP, DEMAND SIDE): SHARE OF CLOUD ANALYTICS MARKET THROUGH OVERALL SPENDING 46

2.4 MARKET FORECAST 47

TABLE 3 FACTOR ANALYSIS 47

2.5 RESEARCH ASSUMPTIONS 48

2.6 LIMITATIONS AND RISK ASSESSMENT 49

2.7 IMPACT OF RECESSION ON GLOBAL CLOUD ANALYTICS MARKET 50

3 EXECUTIVE SUMMARY 51

TABLE 4 GLOBAL CLOUD ANALYTICS MARKET AND GROWTH RATE, 2019–2023 (USD MILLION, Y-O-Y) 52

TABLE 5 GLOBAL CLOUD ANALYTICS MARKET AND GROWTH RATE, 2024–2029 (USD MILLION, Y-O-Y) 52

FIGURE 8 SOLUTIONS SEGMENT TO ACCOUNT FOR LARGER MARKET IN 2024 53

FIGURE 9 ADVANCED ANALYTICS SEGMENT TO ACCOUNT FOR LARGEST MARKET IN 2024 53

FIGURE 10 EMBEDDED SEGMENT TO ACCOUNT FOR LARGER MARKET SHARE IN 2024 54

FIGURE 11 CONSULTING SERVICES SEGMENT TO ACCOUNT FOR LARGEST MARKET IN 2024 54

FIGURE 12 PUBLIC CLOUD SEGMENT TO HOLD LARGEST MARKET SHARE IN 2024 55

FIGURE 13 UNSTRUCTURED DATA SEGMENT TO ACCOUNT FOR LARGER MARKET IN 2024 55

FIGURE 14 REAL-TIME ANALYTICS SEGMENT TO ACCOUNT FOR LARGER MARKET IN 2024 56

FIGURE 15 RETAIL & CONSUMER GOODS SEGMENT TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD 56

FIGURE 16 NORTH AMERICA TO ACCOUNT FOR LARGEST MARKET SHARE IN 2024 57

4 PREMIUM INSIGHTS 58

4.1 ATTRACTIVE OPPORTUNITIES FOR KEY PLAYERS IN CLOUD ANALYTICS MARKET 58

FIGURE 17 GROWING ADOPTION OF ADVANCED TECHNOLOGIES TO MAXIMIZE POTENTIAL OF CLOUD ANALYTICS TO PROPEL MARKET 58

4.2 OVERVIEW OF RECESSION IN GLOBAL CLOUD ANALYTICS MARKET 58

FIGURE 18 CLOUD ANALYTICS MARKET TO WITNESS MINOR DECLINE IN Y-O-Y GROWTH IN 2024 58

4.3 CLOUD ANALYTICS MARKET: TOP THREE SOLUTION TYPES 59

FIGURE 19 ADVANCED ANALYTICS SEGMENT TO ACCOUNT FOR LARGEST MARKET IN 2024 59

4.4 CLOUD ANALYTICS MARKET, BY DATA TYPE AND DATA PROCESSING 59

FIGURE 20 UNSTRUCTURED DATA AND REAL-TIME ANALYTICS SEGMENTS TO ACCOUNT FOR SIGNIFICANT MARKET SHARES IN 2024 59

4.5 CLOUD ANALYTICS MARKET, BY REGION 60

FIGURE 21 NORTH AMERICA TO DOMINATE CLOUD ANALYTICS MARKET IN 2024 60

5 MARKET OVERVIEW AND INDUSTRY TRENDS 61

5.1 INTRODUCTION 61

5.2 MARKET DYNAMICS 61

FIGURE 22 CLOUD ANALYTICS MARKET: DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES 61

5.2.1 DRIVERS 62

5.2.1.1 Exponential increase in unstructured data 62

5.2.1.2 Rise in digitalization trend 62

5.2.2 RESTRAINTS 62

5.2.2.1 Discrepancy among data sources 62

5.2.2.2 Data security and privacy concerns 63

5.2.3 OPPORTUNITIES 63

5.2.3.1 Focus on SDN-enabled network integration 63

5.2.3.2 Growing integration of advanced analytical functionalities 63

5.2.4 CHALLENGES 64

5.2.4.1 Need for training and upskilling to address knowledge gap 64

5.2.4.2 Issues related to complexity and diversity of data collected 64

5.3 EVOLUTION OF CLOUD ANALYTICS MARKET 64

FIGURE 23 EVOLUTION OF CLOUD ANALYTICS MARKET 64

5.4 CASE STUDY ANALYSIS 65

5.4.1 MARRIOTT ENHANCED INTERNET SECURITY IN COLLABORATION WITH CISCO 65

5.4.2 INDIAN PHARMACEUTICAL FIRM MAXIMIZED PHARMA ANALYTICS EFFICIENCY USING AWS DATA LAKES 66

5.4.3 CLOUDERA AND AWS PROPELLED IFORTE’S DATA TRANSFORMATION AND OPERATIONAL EFFICIENCY 67

5.4.4 ATOS AND AWS EMPOWERED SIEMENS’ SAP MIGRATION TO CLOUD 67

5.4.5 PRG STREAMLINED DATA WITH HYBRID APPROACH ON CLOUD 68

5.5 ECOSYSTEM ANALYSIS 69

FIGURE 24 KEY PLAYERS IN CLOUD ANALYTICS MARKET ECOSYSTEM 69

TABLE 6 CLOUD ANALYTICS MARKET: ECOSYSTEM 69

5.5.1 SOLUTION PROVIDERS 71

5.5.2 SERVICE PROVIDERS 71

5.5.3 END USERS 71

5.5.4 REGULATORY BODIES 71

5.6 TECHNOLOGY ANALYSIS 71

5.6.1 KEY TECHNOLOGIES 72

5.6.1.1 AI 72

5.6.1.2 Cloud computing 72

5.6.1.3 Big data analytics 72

5.6.2 COMPLEMENTARY TECHNOLOGIES 72

5.6.2.1 AR/VR 72

5.6.2.2 5G 73

5.6.3 ADJACENT TECHNOLOGIES 73

5.6.3.1 Edge computing 73

5.6.3.2 Cybersecurity 73

5.6.3.3 IoT 73

5.7 KEY CONFERENCES AND EVENTS 74

TABLE 7 CLOUD ANALYTICS MARKET: DETAILED LIST OF CONFERENCES AND EVENTS, 2024–2025 74

5.8 INVESTMENT AND FUNDING SCENARIO 75

FIGURE 25 CLOUD ANALYTICS MARKET: INVESTMENT LANDSCAPE, 2019–2023 (USD MILLION) 76

5.9 REGULATORY LANDSCAPE 76

5.9.1 REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 76

TABLE 8 NORTH AMERICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 76

TABLE 9 EUROPE: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 77

TABLE 10 ASIA PACIFIC: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 78

TABLE 11 MIDDLE EAST & AFRICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 79

TABLE 12 LATIN AMERICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 79

5.9.1.1 North America 79

5.9.1.1.1 US 79

5.9.1.1.2 Canada 80

5.9.1.2 Europe 80

5.9.1.3 Asia Pacific 81

5.9.1.3.1 China 81

5.9.1.3.2 India 81

5.9.1.3.3 Japan 81

5.9.1.4 Middle East & Africa 81

5.9.1.4.1 UAE 81

5.9.1.4.2 KSA 81

5.9.1.4.3 South Africa 82

5.9.1.5 Latin America 82

5.9.1.5.1 Brazil 82

5.9.1.5.2 Mexico 82

5.10 SUPPLY CHAIN ANALYSIS 83

FIGURE 26 CLOUD ANALYTICS MARKET: SUPPLY CHAIN ANALYSIS 83

5.11 PRICING ANALYSIS 84

5.11.1 AVERAGE SELLING PRICE TREND OF KEY PLAYERS, BY TYPE 84

FIGURE 27 AVERAGE SELLING PRICE TREND OF KEY PLAYERS, BY TYPE 84

TABLE 13 AVERAGE SELLING PRICE TREND OF KEY PLAYERS, BY TYPE 84

5.11.2 INDICATIVE PRICING ANALYSIS OF CLOUD ANALYTICS, BY OFFERING 85

TABLE 14 INDICATIVE PRICING LEVELS OF CLOUD ANALYTICS, BY OFFERING 85

5.12 PATENT ANALYSIS 86

5.12.1 METHODOLOGY 86

5.12.2 PATENTS FILED, BY DOCUMENT TYPE 86

TABLE 15 PATENTS FILED, 2014–2024 86

5.12.3 INNOVATION AND PATENT APPLICATIONS 86

FIGURE 28 NUMBER OF PATENTS GRANTED, 2014–2024 86

5.12.3.1 Top ten applicants in cloud analytics market 87

FIGURE 29 TOP TEN APPLICANTS IN CLOUD ANALYTICS MARKET, 2014–2024 87

FIGURE 30 REGIONAL ANALYSIS OF PATENTS GRANTED FOR CLOUD ANALYTICS MARKET, 2014–2024 87

TABLE 16 TOP 20 PATENT OWNERS IN CLOUD ANALYTICS MARKET, 2014–2024 88

TABLE 17 LIST OF PATENTS GRANTED IN CLOUD ANALYTICS MARKET, 2023–2024 89

5.13 PORTER’S FIVE FORCES ANALYSIS 93

FIGURE 31 CLOUD ANALYTICS MARKET: PORTER’S FIVE FORCES ANALYSIS 93

TABLE 18 PORTER’S FIVE FORCES’ IMPACT ON CLOUD ANALYTICS MARKET 93

5.13.1 THREAT OF NEW ENTRANTS 94

5.13.2 THREAT OF SUBSTITUTES 94

5.13.3 BARGAINING POWER OF SUPPLIERS 94

5.13.4 BARGAINING POWER OF BUYERS 94

5.13.5 INTENSITY OF COMPETITIVE RIVALRY 95

5.14 KEY STAKEHOLDERS AND BUYING CRITERIA 95

5.14.1 KEY STAKEHOLDERS IN BUYING PROCESS 95

FIGURE 32 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS FOR KEY VERTICALS 95

TABLE 19 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS FOR TOP THREE VERTICALS 95

5.14.2 BUYING CRITERIA 96

FIGURE 33 KEY BUYING CRITERIA FOR TOP THREE VERTICALS 96

TABLE 20 KEY BUYING CRITERIA FOR TOP THREE VERTICALS 96

5.15 TRENDS/DISRUPTIONS IMPACTING CUSTOMERS’ BUSINESSES 96

FIGURE 34 TRENDS/DISRUPTIONS IMPACTING CUSTOMERS’ BUSINESSES 97

5.16 BUSINESS MODELS OF CLOUD ANALYTICS MARKET 97

FIGURE 35 BUSINESS MODELS OF CLOUD ANALYTICS MARKET 97

5.16.1 PLATFORM-AS-A-SERVICE MODEL 97

5.16.2 SOFTWARE-AS-A-SERVICE MODEL 98

5.17 TYPES OF DATA SOURCES 98

FIGURE 36 TYPES OF DATA SOURCES IN CLOUD ANALYTICS MARKET 98

6 CLOUD ANALYTICS MARKET, BY OFFERING 100

6.1 INTRODUCTION 101

6.1.1 OFFERINGS: CLOUD ANALYTICS MARKET DRIVERS 101

FIGURE 37 SOLUTIONS SEGMENT TO HOLD LARGER MARKET DURING FORECAST PERIOD 102

TABLE 21 CLOUD ANALYTICS MARKET, BY OFFERING, 2019–2023 (USD MILLION) 102

TABLE 22 CLOUD ANALYTICS MARKET, BY OFFERING, 2024–2029 (USD MILLION) 102

6.2 SOLUTIONS 103

6.2.1 CLOUD ANALYTICS SOLUTIONS TO PROVIDE INTEROPERABILITY, DATA CONSISTENCY, AND FLEXIBLE PLATFORMS TO DELIVER REAL-TIME INSIGHTS 103

TABLE 23 SOLUTIONS: CLOUD ANALYTICS MARKET, BY REGION, 2019–2023 (USD MILLION) 103

TABLE 24 SOLUTIONS: CLOUD ANALYTICS MARKET, BY REGION, 2024–2029 (USD MILLION) 103

6.2.2 BY TYPE 104

FIGURE 38 ADVANCED ANALYTICS SEGMENT TO ACCOUNT FOR LARGEST MARKET DURING FORECAST PERIOD 104

TABLE 25 SOLUTIONS: CLOUD ANALYTICS MARKET, BY TYPE, 2019–2023 (USD MILLION) 104

TABLE 26 SOLUTIONS: CLOUD ANALYTICS MARKET, BY TYPE, 2024–2029 (USD MILLION) 105

6.2.2.1 Cloud BI tools 105

TABLE 27 CLOUD BI TOOLS: CLOUD ANALYTICS MARKET, BY REGION, 2019–2023 (USD MILLION) 105

TABLE 28 CLOUD BI TOOLS: CLOUD ANALYTICS MARKET, BY REGION, 2024–2029 (USD MILLION) 106

6.2.2.1.1 Data warehouses 106

6.2.2.1.2 Data discovery & exploration 106

6.2.2.1.3 Data visualization 106

6.2.2.1.4 Complex event processing 107

6.2.2.1.5 Data integration tools 107

6.2.2.1.6 Reporting and OLAP tools 107

6.2.2.2 Enterprise information management 108

TABLE 29 ENTERPRISE INFORMATION MANAGEMENT: CLOUD ANALYTICS MARKET, BY REGION, 2019–2023 (USD MILLION) 108

TABLE 30 ENTERPRISE INFORMATION MANAGEMENT: CLOUD ANALYTICS MARKET, BY REGION, 2024–2029 (USD MILLION) 108

6.2.2.3 Enterprise performance management 109

TABLE 31 ENTERPRISE PERFORMANCE MANAGEMENT: CLOUD ANALYTICS MARKET, BY REGION, 2019–2023 (USD MILLION) 109

TABLE 32 ENTERPRISE PERFORMANCE MANAGEMENT: CLOUD ANALYTICS MARKET, BY REGION, 2024–2029 (USD MILLION) 109

6.2.2.4 Governance, risk, and compliance 110

TABLE 33 GOVERNANCE, RISK, AND COMPLIANCE: CLOUD ANALYTICS MARKET, BY REGION, 2019–2023 (USD MILLION) 110

TABLE 34 GOVERNANCE, RISK, AND COMPLIANCE: CLOUD ANALYTICS MARKET, BY REGION, 2024–2029 (USD MILLION) 110

6.2.2.5 Advanced analytics 111

TABLE 35 ADVANCED ANALYTICS: CLOUD ANALYTICS MARKET, BY REGION, 2019–2023 (USD MILLION) 111

TABLE 36 ADVANCED ANALYTICS: CLOUD ANALYTICS MARKET, BY REGION, 2024–2029 (USD MILLION) 111

6.2.2.5.1 Descriptive analytics 112

6.2.2.5.2 Diagnostic analytics 112

6.2.2.5.3 Predictive analytics 112

6.2.2.5.4 Prescriptive analytics 113

6.2.3 BY INTEGRATION LEVEL 113

FIGURE 39 EMBEDDED SEGMENT TO GROW AT HIGHER CAGR DURING FORECAST PERIOD 113

TABLE 37 CLOUD ANALYTICS MARKET, BY INTEGRATION LEVEL, 2019–2023 (USD MILLION) 113

TABLE 38 CLOUD ANALYTICS MARKET, BY INTEGRATION LEVEL, 2024–2029 (USD MILLION) 114

6.2.3.1 Embedded 114

TABLE 39 EMBEDDED: CLOUD ANALYTICS MARKET, BY REGION, 2019–2023 (USD MILLION) 114

TABLE 40 EMBEDDED: CLOUD ANALYTICS MARKET, BY REGION, 2024–2029 (USD MILLION) 114

6.2.3.2 Standalone 115

TABLE 41 STANDALONE: CLOUD ANALYTICS MARKET, BY REGION, 2019–2023 (USD MILLION) 115

TABLE 42 STANDALONE: CLOUD ANALYTICS MARKET, BY REGION, 2024–2029 (USD MILLION) 115

6.2.4 BY DEPLOYMENT MODE 116

FIGURE 40 PUBLIC CLOUD SEGMENT TO ACCOUNT FOR LARGEST MARKET DURING FORECAST PERIOD 116

TABLE 43 CLOUD ANALYTICS MARKET, BY DEPLOYMENT MODE, 2019–2023 (USD MILLION) 116

TABLE 44 CLOUD ANALYTICS MARKET, BY DEPLOYMENT MODE, 2024–2029 (USD MILLION) 116

6.2.4.1 Public 117

TABLE 45 PUBLIC: CLOUD ANALYTICS MARKET, BY REGION, 2019–2023 (USD MILLION) 117

TABLE 46 PUBLIC: CLOUD ANALYTICS MARKET, BY REGION, 2024–2029 (USD MILLION) 117

6.2.4.2 Private 118

TABLE 47 PRIVATE: CLOUD ANALYTICS MARKET, BY REGION, 2019–2023 (USD MILLION) 118

TABLE 48 PRIVATE: CLOUD ANALYTICS MARKET, BY REGION, 2024–2029 (USD MILLION) 118

6.2.4.3 Hybrid 119

TABLE 49 HYBRID: CLOUD ANALYTICS MARKET, BY REGION, 2019–2023 (USD MILLION) 119

TABLE 50 HYBRID: CLOUD ANALYTICS MARKET, BY REGION, 2024–2029 (USD MILLION) 119

6.3 SERVICES 120

6.3.1 NEED FOR ELEVATING DATA INSIGHTS WITH CLOUD ANALYTICAL SERVICES TO DRIVE MARKET 120

FIGURE 41 PROFESSIONAL SERVICES SEGMENT TO ACCOUNT FOR LARGER MARKET DURING FORECAST PERIOD 120

TABLE 51 CLOUD ANALYTICS MARKET, BY SERVICE, 2019–2023 (USD MILLION) 120

TABLE 52 CLOUD ANALYTICS MARKET, BY SERVICE, 2024–2029 (USD MILLION) 120

TABLE 53 SERVICES: CLOUD ANALYTICS MARKET, BY REGION, 2019–2023 (USD MILLION) 121

TABLE 54 SERVICES: CLOUD ANALYTICS MARKET, BY REGION, 2024–2029 (USD MILLION) 121

6.3.2 PROFESSIONAL SERVICES 121

FIGURE 42 CONSULTING SERVICES SEGMENT TO ACCOUNT FOR LARGEST MARKET DURING FORECAST PERIOD 122

TABLE 55 CLOUD ANALYTICS MARKET, BY PROFESSIONAL SERVICE, 2019–2023 (USD MILLION) 122

TABLE 56 CLOUD ANALYTICS MARKET, BY PROFESSIONAL SERVICE, 2024–2029 (USD MILLION) 122

TABLE 57 PROFESSIONAL SERVICES: CLOUD ANALYTICS MARKET, BY REGION, 2019–2023 (USD MILLION) 123

TABLE 58 PROFESSIONAL SERVICES: CLOUD ANALYTICS MARKET, BY REGION, 2024–2029 (USD MILLION) 123

6.3.2.1 Consulting services 123

TABLE 59 CONSULTING SERVICES: CLOUD ANALYTICS MARKET, BY REGION, 2019–2023 (USD MILLION) 124

TABLE 60 CONSULTING SERVICES: CLOUD ANALYTICS MARKET, BY REGION, 2024–2029 (USD MILLION) 124

6.3.2.2 Deployment & integration 124

TABLE 61 DEPLOYMENT & INTEGRATION: CLOUD ANALYTICS MARKET, BY REGION, 2019–2023 (USD MILLION) 125

TABLE 62 DEPLOYMENT & INTEGRATION: CLOUD ANALYTICS MARKET, BY REGION, 2024–2029 (USD MILLION) 125

6.3.2.3 Support & maintenance 125

TABLE 63 SUPPORT & MAINTENANCE: CLOUD ANALYTICS MARKET, BY REGION, 2019–2023 (USD MILLION) 126

TABLE 64 SUPPORT & MAINTENANCE: CLOUD ANALYTICS MARKET, BY REGION, 2024–2029 (USD MILLION) 126

6.3.3 MANAGED SERVICES 126

TABLE 65 MANAGED SERVICES: CLOUD ANALYTICS MARKET, BY REGION, 2019–2023 (USD MILLION) 127

TABLE 66 MANAGED SERVICES: CLOUD ANALYTICS MARKET, BY REGION, 2024–2029 (USD MILLION) 127

7 CLOUD ANALYTICS MARKET, BY DATA TYPE 128

7.1 INTRODUCTION 129

7.1.1 DATA TYPE: CLOUD ANALYTICS MARKET DRIVERS 129

FIGURE 43 UNSTRUCTURED DATA SEGMENT TO GROW AT HIGHER CAGR DURING FORECAST PERIOD 129

TABLE 67 CLOUD ANALYTICS MARKET, BY DATA TYPE, 2019–2023 (USD MILLION) 130

TABLE 68 CLOUD ANALYTICS MARKET, BY DATA TYPE, 2024–2029 (USD MILLION) 130

7.2 UNSTRUCTURED 130

7.2.1 UNSTRUCTURED DATA TO HELP ORGANIZATIONS BETTER UNDERSTAND CUSTOMERS, IDENTIFY EMERGING TRENDS, AND MAKE DATA-DRIVEN DECISIONS 130

TABLE 69 UNSTRUCTURED DATA: CLOUD ANALYTICS MARKET, BY REGION, 2019–2023 (USD MILLION) 131

TABLE 70 UNSTRUCTURED DATA: CLOUD ANALYTICS MARKET, BY REGION, 2024–2029 (USD MILLION) 131

7.3 STRUCTURED 131

7.3.1 STRUCTURED DATA TO FACILITATE FASTER INSIGHTS, DECISION-MAKING, AND SEAMLESS INTEGRATION WITH OTHER DATA SOURCES 131

TABLE 71 STRUCTURED DATA: CLOUD ANALYTICS MARKET, BY REGION, 2019–2023 (USD MILLION) 132

TABLE 72 STRUCTURED DATA: CLOUD ANALYTICS MARKET, BY REGION, 2024–2029 (USD MILLION) 132

8 CLOUD ANALYTICS MARKET, BY DATA PROCESSING 133

8.1 INTRODUCTION 134

8.1.1 DATA PROCESSING: CLOUD ANALYTICS MARKET DRIVERS 134

FIGURE 44 BATCH ANALYTICS SEGMENT TO GROW AT HIGHER CAGR DURING FORECAST PERIOD 134

TABLE 73 CLOUD ANALYTICS MARKET, BY DATA PROCESSING, 2019–2023 (USD MILLION) 135

TABLE 74 CLOUD ANALYTICS MARKET, BY DATA PROCESSING, 2024–2029 (USD MILLION) 135

8.2 REAL-TIME ANALYTICS 135

8.2.1 REAL-TIME ANALYTICS TO OPTIMIZE PROCESSES, IMPROVE CUSTOMER EXPERIENCES, AND OFFER SCALABILITY AND COST-EFFECTIVENESS 135

TABLE 75 REAL-TIME ANALYTICS: CLOUD ANALYTICS MARKET, BY REGION, 2019–2023 (USD MILLION) 136

TABLE 76 REAL-TIME ANALYTICS: CLOUD ANALYTICS MARKET, BY REGION, 2024–2029 (USD MILLION) 136

8.3 BATCH ANALYTICS 136

8.3.1 BATCH ANALYTICS TO HELP GAIN VALUABLE INSIGHTS, IMPROVE DECISION-MAKING, AND DERIVE ACTIONABLE INTELLIGENCE 136

TABLE 77 BATCH ANALYTICS: CLOUD ANALYTICS MARKET, BY REGION, 2019–2023 (USD MILLION) 137

TABLE 78 BATCH ANALYTICS: CLOUD ANALYTICS MARKET, BY REGION, 2024–2029 (USD MILLION) 137

9 CLOUD ANALYTICS MARKET, BY VERTICAL 138

9.1 INTRODUCTION 139

9.1.1 VERTICALS: CLOUD ANALYTICS MARKET DRIVERS 139

FIGURE 45 HEALTHCARE & LIFE SCIENCES SEGMENT TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD 140

TABLE 79 CLOUD ANALYTICS MARKET, BY VERTICAL, 2019–2023 (USD MILLION) 140

TABLE 80 CLOUD ANALYTICS MARKET, BY VERTICAL, 2024–2029 (USD MILLION) 141

9.2 BFSI 141

9.2.1 REAL-TIME ANALYTICS TO ENHANCE CUSTOMER EXPERIENCE, IMPROVE OPERATIONAL EFFICIENCY, AND ENABLE BANKS TO STAY COMPETITIVE 141

TABLE 81 BFSI: CLOUD ANALYTICS MARKET, BY REGION, 2019–2023 (USD MILLION) 142

TABLE 82 BFSI: CLOUD ANALYTICS MARKET, BY REGION, 2024–2029 (USD MILLION) 142

TABLE 83 BFSI: CLOUD ANALYTICS MARKET, BY APPLICATION, 2019–2023 (USD MILLION) 142

TABLE 84 BFSI: CLOUD ANALYTICS MARKET, BY APPLICATION, 2024–2029 (USD MILLION) 143

9.2.2 ALGORITHMIC TRADING 143

9.2.3 CUSTOMER CHURN PREDICTION 143

9.2.4 CREDIT SCORING & UNDERWRITING 143

9.2.5 FRAUD DETECTION & PREVENTION 144

9.2.6 OTHER BFSI APPLICATIONS 144

9.3 TELECOMMUNICATIONS 144

9.3.1 CLOUD ANALYTICS TO ENHANCE DATA ASSET VALUE, AUTOMATE KEY PROCESSES, AND DELIVER SECURE AND RELIABLE NETWORK 144

TABLE 85 TELECOMMUNICATIONS: CLOUD ANALYTICS MARKET, BY REGION, 2019–2023 (USD MILLION) 145

TABLE 86 TELECOMMUNICATIONS: CLOUD ANALYTICS MARKET, BY REGION, 2024–2029 (USD MILLION) 145

TABLE 87 TELECOMMUNICATIONS: CLOUD ANALYTICS MARKET, BY APPLICATION, 2019–2023 (USD MILLION) 145

TABLE 88 TELECOMMUNICATIONS: CLOUD ANALYTICS MARKET, BY APPLICATION, 2024–2029 (USD MILLION) 146

9.3.2 NETWORK PERFORMANCE MONITORING & OPTIMIZATION 146

9.3.3 QUALITY OF SERVICE (QOS) MONITORING 146

9.3.4 INFRASTRUCTURE PLANNING & OPTIMIZATION 147

9.3.5 TELECOM REVENUE ASSURANCE 147

9.3.6 OTHER TELECOMMUNICATION APPLICATIONS 147

9.4 RETAIL & CONSUMER GOODS 148

9.4.1 CLOUD ANALYTICS TO FORECAST CONSUMER BEHAVIOR, OPTIMIZE INVENTORY MANAGEMENT, AND PROCESS REAL-TIME DATA 148

TABLE 89 RETAIL & CONSUMER GOODS: CLOUD ANALYTICS MARKET, BY REGION, 2019–2023 (USD MILLION) 148

TABLE 90 RETAIL & CONSUMER GOODS: CLOUD ANALYTICS MARKET, BY REGION, 2024–2029 (USD MILLION) 148

TABLE 91 RETAIL & CONSUMER GOODS: CLOUD ANALYTICS MARKET, BY APPLICATION, 2019–2023 (USD MILLION) 149

TABLE 92 RETAIL & CONSUMER GOODS: CLOUD ANALYTICS MARKET, BY APPLICATION, 2024–2029 (USD MILLION) 149

9.4.2 CUSTOMER SEGMENTATION & PERSONALIZATION 149

9.4.3 INVENTORY MANAGEMENT 150

9.4.4 CUSTOMER FEEDBACK ANALYTICS 150

9.4.5 PRICE OPTIMIZATION 150

9.4.6 OTHER RETAIL & CONSUMER GOODS APPLICATIONS 150

9.5 HEALTHCARE & LIFE SCIENCES 151

9.5.1 CLOUD ANALYTICS TO STREAMLINE OPERATIONS, ENHANCE PATIENT CARE QUALITY, AND DRIVE SUSTAINABLE GROWTH IN HEALTHCARE SECTOR 151

TABLE 93 HEALTHCARE & LIFE SCIENCES: CLOUD ANALYTICS MARKET, BY REGION, 2019–2023 (USD MILLION) 151

TABLE 94 HEALTHCARE & LIFE SCIENCES: CLOUD ANALYTICS MARKET, BY REGION, 2024–2029 (USD MILLION) 152

TABLE 95 HEALTHCARE & LIFE SCIENCES: CLOUD ANALYTICS MARKET, BY APPLICATION, 2019–2023 (USD MILLION) 152

TABLE 96 HEALTHCARE & LIFE SCIENCES: CLOUD ANALYTICS MARKET, BY APPLICATION, 2024–2029 (USD MILLION) 152

9.5.2 CLINICAL DATA MANAGEMENT 153

9.5.3 PERSONALIZED TREATMENT 153

9.5.4 POPULATION HEALTH MANAGEMENT 153

9.5.5 DRUG DISCOVERY & DEVELOPMENT 153

9.5.6 CLINICAL RESEARCH & TRIALS OPTIMIZATION 154

9.5.7 OTHER HEALTHCARE & LIFE SCIENCE APPLICATIONS 154

9.6 GOVERNMENT & DEFENSE 154

9.6.1 GOVERNMENTS TO USE CLOUD ANALYTICS TO GET REAL-TIME INSIGHTS IN MISSION-CRITICAL SCENARIOS 154

TABLE 97 GOVERNMENT & DEFENSE: CLOUD ANALYTICS MARKET, BY REGION, 2019–2023 (USD MILLION) 155

TABLE 98 GOVERNMENT & DEFENSE: CLOUD ANALYTICS MARKET, BY REGION, 2024–2029 (USD MILLION) 155

TABLE 99 GOVERNMENT & DEFENSE: CLOUD ANALYTICS MARKET, BY APPLICATION, 2019–2023 (USD MILLION) 155

TABLE 100 GOVERNMENT & DEFENSE: CLOUD ANALYTICS MARKET, BY APPLICATION, 2024–2029 (USD MILLION) 156

9.6.2 CYBERSECURITY & THREAT INTELLIGENCE 156

9.6.3 TAX & WELFARE MANAGEMENT 156

9.6.4 EMERGENCY RESPONSE OPTIMIZATION 156

9.6.5 DISASTER RESPONSE & EMERGENCY MANAGEMENT 157

9.6.6 OTHER GOVERNMENT & DEFENSE APPLICATIONS 157

9.7 AUTOMOTIVE 157

9.7.1 CLOUD ANALYTICS TO OFFER REAL-TIME DATA INSIGHTS, PREDICTIVE MAINTENANCE, AND SUPPLY CHAIN OPTIMIZATION 157

TABLE 101 AUTOMOTIVE: CLOUD ANALYTICS MARKET, BY REGION, 2019–2023 (USD MILLION) 158

TABLE 102 AUTOMOTIVE: CLOUD ANALYTICS MARKET, BY REGION, 2024–2029 (USD MILLION) 158

TABLE 103 AUTOMOTIVE: CLOUD ANALYTICS MARKET, BY APPLICATION, 2019–2023 (USD MILLION) 158

TABLE 104 AUTOMOTIVE: CLOUD ANALYTICS MARKET, BY APPLICATION, 2024–2029 (USD MILLION) 159

9.7.2 FUEL EFFICIENCY OPTIMIZATION 159

9.7.3 CONNECTED CAR ANALYTICS 159

9.7.4 TELEMATICS & USAGE-BASED INSURANCE 160

9.7.5 VEHICLE PRODUCTION OPTIMIZATION 160

9.7.6 OTHER AUTOMOTIVE APPLICATIONS 160

9.8 EDUCATION 161

9.8.1 CLOUD-BASED ANALYTICS TO HELP EDUCATIONAL INSTITUTIONS MANAGE VAST AMOUNTS OF DATA AND ENHANCE STUDENTS’ LEARNING EXPERIENCES 161

TABLE 105 EDUCATION: CLOUD ANALYTICS MARKET, BY REGION, 2019–2023 (USD MILLION) 161

TABLE 106 EDUCATION: CLOUD ANALYTICS MARKET, BY REGION, 2024–2029 (USD MILLION) 161

TABLE 107 EDUCATION: CLOUD ANALYTICS MARKET, BY APPLICATION, 2019–2023 (USD MILLION) 162

TABLE 108 EDUCATION: CLOUD ANALYTICS MARKET, BY APPLICATION, 2024–2029 (USD MILLION) 162

9.8.2 STUDENT PERFORMANCE MANAGEMENT 162

9.8.3 CUSTOMIZED COURSES & PERSONALIZED LEARNING 163

9.8.4 LEARNING MANAGEMENT SYSTEM (LMS) ANALYTICS 163

9.8.5 ADAPTIVE TESTING & GRADING 163

9.8.6 OTHER EDUCATIONAL APPLICATIONS 163

9.9 MANUFACTURING 164

9.9.1 CLOUD ANALYTICS TO OPTIMIZE OPERATIONS, FORECAST DEMANDS, AND ENHANCE PRODUCT QUALITY WHILE MINIMIZING DOWNTIME 164

TABLE 109 MANUFACTURING: CLOUD ANALYTICS MARKET, BY REGION, 2019–2023 (USD MILLION) 164

TABLE 110 MANUFACTURING: CLOUD ANALYTICS MARKET, BY REGION, 2024–2029 (USD MILLION) 164

TABLE 111 MANUFACTURING: CLOUD ANALYTICS MARKET, BY APPLICATION, 2019–2023 (USD MILLION) 165

TABLE 112 MANUFACTURING: CLOUD ANALYTICS MARKET, BY APPLICATION, 2024–2029 (USD MILLION) 165

9.9.2 EQUIPMENT & MACHINERY PREDICTIVE MAINTENANCE 165

9.9.3 QUALITY CONTROL & DEFECT ANALYSIS 166

9.9.4 SMART MANUFACTURING 166

9.9.5 ASSET TRACKING & MANAGEMENT 166

9.9.6 PRODUCTION PROCESS OPTIMIZATION 166

9.9.7 OTHER MANUFACTURING APPLICATIONS 167

9.10 TRANSPORTATION & LOGISTICS 167

9.10.1 CLOUD ANALYTICS PLATFORMS TO OFFER REAL-TIME INSIGHTS INTO ROUTE OPTIMIZATION, DEMAND FORECASTING, AND INVENTORY MANAGEMENT 167

TABLE 113 TRANSPORTATION & LOGISTICS: CLOUD ANALYTICS MARKET, BY REGION, 2019–2023 (USD MILLION) 167

TABLE 114 TRANSPORTATION & LOGISTICS: CLOUD ANALYTICS MARKET, BY REGION, 2024–2029 (USD MILLION) 168

TABLE 115 TRANSPORTATION & LOGISTICS: CLOUD ANALYTICS MARKET, BY APPLICATION, 2019–2023 (USD MILLION) 168

TABLE 116 TRANSPORTATION & LOGISTICS: CLOUD ANALYTICS MARKET, BY APPLICATION, 2024–2029 (USD MILLION) 168

9.10.2 ROUTE OPTIMIZATION & TRAFFIC MANAGEMENT 169

9.10.3 FLEET MANAGEMENT 169

9.10.4 VEHICLES & EQUIPMENT MAINTENANCE 169

9.10.5 LOAD BALANCING & CAPACITY PLANNING 169

9.10.6 OTHER TRANSPORTATION & LOGISTICS APPLICATIONS 170

9.11 OTHER VERTICALS 170

TABLE 117 OTHER VERTICALS: CLOUD ANALYTICS MARKET, BY REGION, 2019–2023 (USD MILLION) 170

TABLE 118 OTHER VERTICALS: CLOUD ANALYTICS MARKET, BY REGION, 2024–2029 (USD MILLION) 171

10 CLOUD ANALYTICS MARKET, BY REGION 172

10.1 INTRODUCTION 173

FIGURE 46 NORTH AMERICA TO ACCOUNT FOR LARGEST MARKET DURING FORECAST PERIOD 173

FIGURE 47 INDIA TO WITNESS HIGHEST GROWTH RATE DURING FORECAST PERIOD 173

TABLE 119 CLOUD ANALYTICS MARKET, BY REGION, 2019–2023 (USD MILLION) 174

TABLE 120 CLOUD ANALYTICS MARKET, BY REGION, 2024–2029 (USD MILLION) 174

10.2 NORTH AMERICA 174

10.2.1 NORTH AMERICA: CLOUD ANALYTICS MARKET DRIVERS 175

10.2.2 NORTH AMERICA: RECESSION IMPACT 175

FIGURE 48 NORTH AMERICA: MARKET SNAPSHOT 176

TABLE 121 NORTH AMERICA: CLOUD ANALYTICS MARKET, BY OFFERING, 2019–2023 (USD MILLION) 176

TABLE 122 NORTH AMERICA: CLOUD ANALYTICS MARKET, BY OFFERING, 2024–2029 (USD MILLION) 177

TABLE 123 NORTH AMERICA: CLOUD ANALYTICS MARKET, BY TYPE, 2019–2023 (USD MILLION) 177

TABLE 124 NORTH AMERICA: CLOUD ANALYTICS MARKET, BY TYPE, 2024–2029 (USD MILLION) 177

TABLE 125 NORTH AMERICA: CLOUD ANALYTICS MARKET, BY INTEGRATION LEVEL, 2019–2023 (USD MILLION) 177

TABLE 126 NORTH AMERICA: CLOUD ANALYTICS MARKET, BY INTEGRATION LEVEL, 2024–2029 (USD MILLION) 178

TABLE 127 NORTH AMERICA: CLOUD ANALYTICS MARKET, BY SERVICE, 2019–2023 (USD MILLION) 178

TABLE 128 NORTH AMERICA: CLOUD ANALYTICS MARKET, BY SERVICE, 2024–2029 (USD MILLION) 178

TABLE 129 NORTH AMERICA: CLOUD ANALYTICS MARKET, BY PROFESSIONAL SERVICE, 2019–2023 (USD MILLION) 178

TABLE 130 NORTH AMERICA: CLOUD ANALYTICS MARKET, BY PROFESSIONAL SERVICE, 2024–2029 (USD MILLION) 179

TABLE 131 NORTH AMERICA: CLOUD ANALYTICS MARKET, BY DEPLOYMENT MODE, 2019–2023 (USD MILLION) 179

TABLE 132 NORTH AMERICA: CLOUD ANALYTICS MARKET, BY DEPLOYMENT MODE, 2024–2029 (USD MILLION) 179

TABLE 133 NORTH AMERICA: CLOUD ANALYTICS MARKET, BY DATA TYPE, 2019–2023 (USD MILLION) 179

TABLE 134 NORTH AMERICA: CLOUD ANALYTICS MARKET, BY DATA TYPE, 2024–2029 (USD MILLION) 180

TABLE 135 NORTH AMERICA: CLOUD ANALYTICS MARKET, BY DATA PROCESSING, 2019–2023 (USD MILLION) 180

TABLE 136 NORTH AMERICA: CLOUD ANALYTICS MARKET, BY DATA PROCESSING, 2024–2029 (USD MILLION) 180

TABLE 137 NORTH AMERICA: CLOUD ANALYTICS MARKET, BY VERTICAL, 2019–2023 (USD MILLION) 181

TABLE 138 NORTH AMERICA: CLOUD ANALYTICS MARKET, BY VERTICAL, 2024–2029 (USD MILLION) 181

TABLE 139 NORTH AMERICA: CLOUD ANALYTICS MARKET, BY COUNTRY, 2019–2023 (USD MILLION) 181

TABLE 140 NORTH AMERICA: CLOUD ANALYTICS MARKET, BY COUNTRY, 2024–2029 (USD MILLION) 182

10.2.3 US 182

10.2.3.1 Growing reliance on data-driven decision-making and need for scalability, flexibility, and cost-effectiveness to drive market 182

TABLE 141 US: CLOUD ANALYTICS MARKET, BY OFFERING, 2019–2023 (USD MILLION) 182

TABLE 142 US: CLOUD ANALYTICS MARKET, BY OFFERING, 2024–2029 (USD MILLION) 182

TABLE 143 US: CLOUD ANALYTICS MARKET, BY TYPE, 2019–2023 (USD MILLION) 183

TABLE 144 US: CLOUD ANALYTICS MARKET, BY TYPE, 2024–2029 (USD MILLION) 183

TABLE 145 US: CLOUD ANALYTICS MARKET, BY INTEGRATION LEVEL, 2019–2023 (USD MILLION) 183

TABLE 146 US: CLOUD ANALYTICS MARKET, BY INTEGRATION LEVEL, 2024–2029 (USD MILLION) 183

TABLE 147 US: CLOUD ANALYTICS MARKET, BY SERVICE, 2019–2023 (USD MILLION) 184

TABLE 148 US: CLOUD ANALYTICS MARKET, BY SERVICE, 2024–2029 (USD MILLION) 184

TABLE 149 US: CLOUD ANALYTICS MARKET, BY PROFESSIONAL SERVICE, 2019–2023 (USD MILLION) 184

TABLE 150 US: CLOUD ANALYTICS MARKET, BY PROFESSIONAL SERVICE, 2024–2029 (USD MILLION) 184

TABLE 151 US: CLOUD ANALYTICS MARKET, BY DEPLOYMENT MODE, 2019–2023 (USD MILLION) 185

TABLE 152 US: CLOUD ANALYTICS MARKET, BY DEPLOYMENT MODE, 2024–2029 (USD MILLION) 185

10.2.4 CANADA 185

10.2.4.1 Burgeoning tech sector and increasing adoption of cloud technologies to propel market 185

10.3 EUROPE 186

10.3.1 EUROPE: CLOUD ANALYTICS MARKET DRIVERS 186

10.3.2 EUROPE: RECESSION IMPACT 186

TABLE 153 EUROPE: CLOUD ANALYTICS MARKET, BY OFFERING, 2019–2023 (USD MILLION) 186

TABLE 154 EUROPE: CLOUD ANALYTICS MARKET, BY OFFERING, 2024–2029 (USD MILLION) 187

TABLE 155 EUROPE: CLOUD ANALYTICS MARKET, BY TYPE, 2019–2023 (USD MILLION) 187

TABLE 156 EUROPE: CLOUD ANALYTICS MARKET, BY TYPE, 2024–2029 (USD MILLION) 187

TABLE 157 EUROPE: CLOUD ANALYTICS MARKET, BY INTEGRATION LEVEL, 2019–2023 (USD MILLION) 187

TABLE 158 EUROPE: CLOUD ANALYTICS MARKET, BY INTEGRATION LEVEL, 2024–2029 (USD MILLION) 188

TABLE 159 EUROPE: CLOUD ANALYTICS MARKET, BY SERVICE, 2019–2023 (USD MILLION) 188

TABLE 160 EUROPE: CLOUD ANALYTICS MARKET, BY SERVICE, 2024–2029 (USD MILLION) 188

TABLE 161 EUROPE: CLOUD ANALYTICS MARKET, BY PROFESSIONAL SERVICE, 2019–2023 (USD MILLION) 188

TABLE 162 EUROPE: CLOUD ANALYTICS MARKET, BY PROFESSIONAL SERVICE, 2024–2029 (USD MILLION) 189

TABLE 163 EUROPE: CLOUD ANALYTICS MARKET, BY DEPLOYMENT MODE, 2019–2023 (USD MILLION) 189

TABLE 164 EUROPE: CLOUD ANALYTICS MARKET, BY DEPLOYMENT MODE, 2024–2029 (USD MILLION) 189

TABLE 165 EUROPE: CLOUD ANALYTICS MARKET, BY DATA TYPE, 2019–2023 (USD MILLION) 189

TABLE 166 EUROPE: CLOUD ANALYTICS MARKET, BY DATA TYPE, 2024–2029 (USD MILLION) 190

TABLE 167 EUROPE: CLOUD ANALYTICS MARKET, BY DATA PROCESSING, 2019–2023 (USD MILLION) 190

TABLE 168 EUROPE: CLOUD ANALYTICS MARKET, BY DATA PROCESSING, 2024–2029 (USD MILLION) 190

TABLE 169 EUROPE: CLOUD ANALYTICS MARKET, BY VERTICAL, 2019–2023 (USD MILLION) 191

TABLE 170 EUROPE: CLOUD ANALYTICS MARKET, BY VERTICAL, 2024–2029 (USD MILLION) 191

TABLE 171 EUROPE: CLOUD ANALYTICS MARKET, BY COUNTRY, 2019–2023 (USD MILLION) 192

TABLE 172 EUROPE: CLOUD ANALYTICS MARKET, BY COUNTRY, 2024–2029 (USD MILLION) 192

10.3.3 UK 192

10.3.3.1 Rising demand for cloud computing and real-time data insights to fuel demand for cloud analytics solutions 192

TABLE 173 UK: CLOUD ANALYTICS MARKET, BY OFFERING, 2019–2023 (USD MILLION) 193

TABLE 174 UK: CLOUD ANALYTICS MARKET, BY OFFERING, 2024–2029 (USD MILLION) 193

TABLE 175 UK: CLOUD ANALYTICS MARKET, BY TYPE, 2019–2023 (USD MILLION) 193

TABLE 176 UK: CLOUD ANALYTICS MARKET, BY TYPE, 2024–2029 (USD MILLION) 193

TABLE 177 UK: CLOUD ANALYTICS MARKET, BY INTEGRATION LEVEL, 2019–2023 (USD MILLION) 194

TABLE 178 UK: CLOUD ANALYTICS MARKET, BY INTEGRATION LEVEL, 2024–2029 (USD MILLION) 194

TABLE 179 UK: CLOUD ANALYTICS MARKET, BY SERVICE, 2019–2023 (USD MILLION) 194

TABLE 180 UK: CLOUD ANALYTICS MARKET, BY SERVICE, 2024–2029 (USD MILLION) 194

TABLE 181 UK: CLOUD ANALYTICS MARKET, BY PROFESSIONAL SERVICE, 2019–2023 (USD MILLION) 195

TABLE 182 UK: CLOUD ANALYTICS MARKET, BY PROFESSIONAL SERVICE, 2024–2029 (USD MILLION) 195

TABLE 183 UK: CLOUD ANALYTICS MARKET, BY DEPLOYMENT MODE, 2019–2023 (USD MILLION) 195

TABLE 184 UK: CLOUD ANALYTICS MARKET, BY DEPLOYMENT MODE, 2024–2029 (USD MILLION) 195

10.3.4 GERMANY 196

10.3.4.1 Rising demand for cost-effective and scalable analytics and data-driven decision-making to spur market growth 196

10.3.5 FRANCE 196

10.3.5.1 Continued digital transformation initiatives and investments in data-driven strategies to foster market growth 196

10.3.6 ITALY 196

10.3.6.1 Increasing investments in data management and analysis to enhance data efficiency and governance to accelerate market growth 196

10.3.7 SPAIN 197

10.3.7.1 Rising adoption of cloud technology and focus on data-driven decision-making to boost demand for cloud analytics solutions 197

10.3.8 REST OF EUROPE 197

10.4 ASIA PACIFIC 197

10.4.1 ASIA PACIFIC: CLOUD ANALYTICS MARKET DRIVERS 198

10.4.2 ASIA PACIFIC: RECESSION IMPACT 198

FIGURE 49 ASIA PACIFIC: MARKET SNAPSHOT 199

TABLE 185 ASIA PACIFIC: CLOUD ANALYTICS MARKET, BY OFFERING, 2019–2023 (USD MILLION) 199

TABLE 186 ASIA PACIFIC: CLOUD ANALYTICS MARKET, BY OFFERING, 2024–2029 (USD MILLION) 200

TABLE 187 ASIA PACIFIC: CLOUD ANALYTICS MARKET, BY TYPE, 2019–2023 (USD MILLION) 200

TABLE 188 ASIA PACIFIC: CLOUD ANALYTICS MARKET, BY TYPE, 2024–2029 (USD MILLION) 200

TABLE 189 ASIA PACIFIC: CLOUD ANALYTICS MARKET, BY INTEGRATION LEVEL, 2019–2023 (USD MILLION) 200

TABLE 190 ASIA PACIFIC: CLOUD ANALYTICS MARKET, BY INTEGRATION LEVEL, 2024–2029 (USD MILLION) 201

TABLE 191 ASIA PACIFIC: CLOUD ANALYTICS MARKET, BY SERVICE, 2019–2023 (USD MILLION) 201

TABLE 192 ASIA PACIFIC: CLOUD ANALYTICS MARKET, BY SERVICE, 2024–2029 (USD MILLION) 201

TABLE 193 ASIA PACIFIC: CLOUD ANALYTICS MARKET, BY PROFESSIONAL SERVICE, 2019–2023 (USD MILLION) 201

TABLE 194 ASIA PACIFIC: CLOUD ANALYTICS MARKET, BY PROFESSIONAL SERVICE, 2024–2029 (USD MILLION) 202

TABLE 195 ASIA PACIFIC: CLOUD ANALYTICS MARKET, BY DEPLOYMENT MODE, 2019–2023 (USD MILLION) 202

TABLE 196 ASIA PACIFIC: CLOUD ANALYTICS MARKET, BY DEPLOYMENT MODE, 2024–2029 (USD MILLION) 202

TABLE 197 ASIA PACIFIC: CLOUD ANALYTICS MARKET, BY DATA TYPE, 2019–2023 (USD MILLION) 202

TABLE 198 ASIA PACIFIC: CLOUD ANALYTICS MARKET, BY DATA TYPE, 2024–2029 (USD MILLION) 203

TABLE 199 ASIA PACIFIC: CLOUD ANALYTICS MARKET, BY DATA PROCESSING, 2019–2023 (USD MILLION) 203

TABLE 200 ASIA PACIFIC: CLOUD ANALYTICS MARKET, BY DATA PROCESSING, 2024–2029 (USD MILLION) 203

TABLE 201 ASIA PACIFIC: CLOUD ANALYTICS MARKET, BY VERTICAL, 2019–2023 (USD MILLION) 204

TABLE 202 ASIA PACIFIC: CLOUD ANALYTICS MARKET, BY VERTICAL, 2024–2029 (USD MILLION) 204

TABLE 203 ASIA PACIFIC: CLOUD ANALYTICS MARKET, BY COUNTRY, 2019–2023 (USD MILLION) 205

TABLE 204 ASIA PACIFIC: CLOUD ANALYTICS MARKET, BY COUNTRY, 2024–2029 (USD MILLION) 205

10.4.3 CHINA 205

10.4.3.1 Government initiatives to promote growth of cloud analytics to drive market 205

TABLE 205 CHINA: CLOUD ANALYTICS MARKET, BY OFFERING, 2019–2023 (USD MILLION) 206

TABLE 206 CHINA: CLOUD ANALYTICS MARKET, BY OFFERING, 2024–2029 (USD MILLION) 206

TABLE 207 CHINA: CLOUD ANALYTICS MARKET, BY TYPE, 2019–2023 (USD MILLION) 206

TABLE 208 CHINA: CLOUD ANALYTICS MARKET, BY TYPE, 2024–2029 (USD MILLION) 206

TABLE 209 CHINA: CLOUD ANALYTICS MARKET, BY INTEGRATION LEVEL, 2019–2023 (USD MILLION) 207

TABLE 210 CHINA: CLOUD ANALYTICS MARKET, BY INTEGRATION LEVEL, 2024–2029 (USD MILLION) 207

TABLE 211 CHINA: CLOUD ANALYTICS MARKET, BY SERVICE, 2019–2023 (USD MILLION) 207

TABLE 212 CHINA: CLOUD ANALYTICS MARKET, BY SERVICE, 2024–2029 (USD MILLION) 207

TABLE 213 CHINA: CLOUD ANALYTICS MARKET, BY PROFESSIONAL SERVICE, 2019–2023 (USD MILLION) 208

TABLE 214 CHINA: CLOUD ANALYTICS MARKET, BY PROFESSIONAL SERVICE, 2024–2029 (USD MILLION) 208

TABLE 215 CHINA: CLOUD ANALYTICS MARKET, BY DEPLOYMENT MODE, 2019–2023 (USD MILLION) 208

TABLE 216 CHINA: CLOUD ANALYTICS MARKET, BY DEPLOYMENT MODE, 2024–2029 (USD MILLION) 208

10.4.4 JAPAN 209

10.4.4.1 Increasing adoption of cloud technologies and growing demand for data-driven decision-making to fuel market growth 209

10.4.5 INDIA 209

10.4.5.1 Rise in digital transformation and need for cost management to spur market growth 209

10.4.6 SOUTH KOREA 209

10.4.6.1 Presence of major players and rising government initiatives to advance cloud computing to foster market growth 209

10.4.7 AUSTRALIA & NEW ZEALAND 210

10.4.7.1 Need to drive innovation and enhance operational efficiency to boost market growth 210

10.4.8 REST OF ASIA PACIFIC 210

10.5 MIDDLE EAST & AFRICA 210

10.5.1 MIDDLE EAST & AFRICA: CLOUD ANALYTICS MARKET DRIVERS 211

10.5.2 MIDDLE EAST & AFRICA: RECESSION IMPACT 211

TABLE 217 MIDDLE EAST & AFRICA: CLOUD ANALYTICS MARKET, BY OFFERING, 2019–2023 (USD MILLION) 211

TABLE 218 MIDDLE EAST & AFRICA: CLOUD ANALYTICS MARKET, BY OFFERING, 2024–2029 (USD MILLION) 211

TABLE 219 MIDDLE EAST & AFRICA: CLOUD ANALYTICS MARKET, BY TYPE, 2019–2023 (USD MILLION) 212

TABLE 220 MIDDLE EAST & AFRICA: CLOUD ANALYTICS MARKET, BY TYPE, 2024–2029 (USD MILLION) 212

TABLE 221 MIDDLE EAST & AFRICA: CLOUD ANALYTICS MARKET, BY INTEGRATION LEVEL, 2019–2023 (USD MILLION) 212

TABLE 222 MIDDLE EAST & AFRICA: CLOUD ANALYTICS MARKET, BY INTEGRATION LEVEL, 2024–2029 (USD MILLION) 213

TABLE 223 MIDDLE EAST & AFRICA: CLOUD ANALYTICS MARKET, BY SERVICE, 2019–2023 (USD MILLION) 213

TABLE 224 MIDDLE EAST & AFRICA: CLOUD ANALYTICS MARKET, BY SERVICE, 2024–2029 (USD MILLION) 213

TABLE 225 MIDDLE EAST & AFRICA: CLOUD ANALYTICS MARKET, BY PROFESSIONAL SERVICE, 2019–2023 (USD MILLION) 213

TABLE 226 MIDDLE EAST & AFRICA: CLOUD ANALYTICS MARKET, BY PROFESSIONAL SERVICE, 2024–2029 (USD MILLION) 214

TABLE 227 MIDDLE EAST & AFRICA: CLOUD ANALYTICS MARKET, BY DEPLOYMENT MODE, 2019–2023 (USD MILLION) 214

TABLE 228 MIDDLE EAST & AFRICA: CLOUD ANALYTICS MARKET, BY DEPLOYMENT MODE, 2024–2029 (USD MILLION) 214

TABLE 229 MIDDLE EAST & AFRICA: CLOUD ANALYTICS MARKET, BY DATA TYPE, 2019–2023 (USD MILLION) 214

TABLE 230 MIDDLE EAST & AFRICA: CLOUD ANALYTICS MARKET, BY DATA TYPE, 2024–2029 (USD MILLION) 215

TABLE 231 MIDDLE EAST & AFRICA: CLOUD ANALYTICS MARKET, BY DATA PROCESSING, 2019–2023 (USD MILLION) 215

TABLE 232 MIDDLE EAST & AFRICA: CLOUD ANALYTICS MARKET, BY DATA PROCESSING, 2024–2029 (USD MILLION) 215

TABLE 233 MIDDLE EAST & AFRICA: CLOUD ANALYTICS MARKET, BY VERTICAL, 2019–2023 (USD MILLION) 216

TABLE 234 MIDDLE EAST & AFRICA: CLOUD ANALYTICS MARKET, BY VERTICAL, 2024–2029 (USD MILLION) 216

TABLE 235 MIDDLE EAST & AFRICA: CLOUD ANALYTICS MARKET, BY COUNTRY, 2019–2023 (USD MILLION) 217

TABLE 236 MIDDLE EAST & AFRICA: CLOUD ANALYTICS MARKET, BY COUNTRY, 2024–2029 (USD MILLION) 217

10.5.3 UAE 217

10.5.3.1 Government initiatives such as ‘UAE Vision 2021’ and ‘Dubai Data Initiative’ to catalyze adoption of cloud analytics 217

10.5.4 KSA 218

10.5.4.1 Cloud analytics to leverage big data, drive operational efficiency, and offer competitive advantage 218

10.5.5 QATAR 218

10.5.5.1 Cloud analytics to optimize exploration and production processes and enhance operational efficiency and safety 218

10.5.6 EGYPT 218

10.5.6.1 Increasing adoption of cloud technology and burgeoning data-driven economy to contribute to market expansion 218

10.5.7 SOUTH AFRICA 219

10.5.7.1 Need for efficient data management, better decision-making, and adherence to data protection regulations to drive market 219

10.5.8 REST OF MIDDLE EAST & AFRICA 219

10.6 LATIN AMERICA 219

10.6.1 LATIN AMERICA: CLOUD ANALYTICS MARKET DRIVERS 220

10.6.2 LATIN AMERICA: RECESSION IMPACT 220

TABLE 237 LATIN AMERICA: CLOUD ANALYTICS MARKET, BY OFFERING, 2019–2023 (USD MILLION) 220

TABLE 238 LATIN AMERICA: CLOUD ANALYTICS MARKET, BY OFFERING, 2024–2029 (USD MILLION) 220

TABLE 239 LATIN AMERICA: CLOUD ANALYTICS MARKET, BY TYPE, 2019–2023 (USD MILLION) 221

TABLE 240 LATIN AMERICA: CLOUD ANALYTICS MARKET, BY TYPE, 2024–2029 (USD MILLION) 221

TABLE 241 LATIN AMERICA: CLOUD ANALYTICS MARKET, BY INTEGRATION LEVEL, 2019–2023 (USD MILLION) 221

TABLE 242 LATIN AMERICA: CLOUD ANALYTICS MARKET, BY INTEGRATION LEVEL, 2024–2029 (USD MILLION) 221

TABLE 243 LATIN AMERICA: CLOUD ANALYTICS MARKET, BY SERVICE, 2019–2023 (USD MILLION) 222

TABLE 244 LATIN AMERICA: CLOUD ANALYTICS MARKET, BY SERVICE, 2024–2029 (USD MILLION) 222

TABLE 245 LATIN AMERICA: CLOUD ANALYTICS MARKET, BY PROFESSIONAL SERVICE, 2019–2023 (USD MILLION) 222

TABLE 246 LATIN AMERICA: CLOUD ANALYTICS MARKET, BY PROFESSIONAL SERVICE, 2024–2029 (USD MILLION) 222

TABLE 247 LATIN AMERICA: CLOUD ANALYTICS MARKET, BY DEPLOYMENT MODE, 2019–2023 (USD MILLION) 223

TABLE 248 LATIN AMERICA: CLOUD ANALYTICS MARKET, BY DEPLOYMENT MODE, 2024–2029 (USD MILLION) 223

TABLE 249 LATIN AMERICA: CLOUD ANALYTICS MARKET, BY DATA TYPE, 2019–2023 (USD MILLION) 223

TABLE 250 LATIN AMERICA: CLOUD ANALYTICS MARKET, BY DATA TYPE, 2024–2029 (USD MILLION) 223

TABLE 251 LATIN AMERICA: CLOUD ANALYTICS MARKET, BY DATA PROCESSING, 2019–2023 (USD MILLION) 224

TABLE 252 LATIN AMERICA: CLOUD ANALYTICS MARKET, BY DATA PROCESSING, 2024–2029 (USD MILLION) 224

TABLE 253 LATIN AMERICA: CLOUD ANALYTICS MARKET, BY VERTICAL, 2019–2023 (USD MILLION) 224

TABLE 254 LATIN AMERICA: CLOUD ANALYTICS MARKET, BY VERTICAL, 2024–2029 (USD MILLION) 225

TABLE 255 LATIN AMERICA: CLOUD ANALYTICS MARKET, BY COUNTRY, 2019–2023 (USD MILLION) 225

TABLE 256 LATIN AMERICA: CLOUD ANALYTICS MARKET, BY COUNTRY, 2024–2029 (USD MILLION) 225

10.6.3 BRAZIL 226

10.6.3.1 Need for real-time insights, cost-effectiveness, and scalability to fuel demand for cloud analytics solutions 226

10.6.4 MEXICO 226

10.6.4.1 Increasing adoption of cloud technology, need for data-driven decision-making, and government’s investments in digital infrastructure to bolster market growth 226

10.6.5 ARGENTINA 226

10.6.5.1 Supporting legislation toward software industry and government involvement in cloud computing to propel market 226

10.6.6 REST OF LATIN AMERICA 227

11 COMPETITIVE LANDSCAPE 228

11.1 OVERVIEW 228

11.2 KEY PLAYER STRATEGIES/RIGHT TO WIN 228

TABLE 257 OVERVIEW OF STRATEGIES ADOPTED BY KEY CLOUD ANALYTICS VENDORS 228

11.3 REVENUE ANALYSIS 230

FIGURE 50 TOP FIVE PLAYERS TO DOMINATE MARKET IN LAST FIVE YEARS 230

11.4 MARKET SHARE ANALYSIS 231

FIGURE 51 MARKET SHARE ANALYSIS FOR KEY PLAYERS, 2023 231

11.4.1 MARKET RANKING ANALYSIS 231

TABLE 258 CLOUD ANALYTICS MARKET: DEGREE OF COMPETITION 231

11.5 BRAND/PRODUCT COMPARISON ANALYSIS 234

FIGURE 52 BRAND/PRODUCT COMPARISON ANALYSIS 234

11.6 COMPANY EVALUATION MATRIX: KEY PLAYERS, 2023 235

11.6.1 STARS 235

11.6.2 EMERGING LEADERS 235

11.6.3 PERVASIVE PLAYERS 235

11.6.4 PARTICIPANTS 235

FIGURE 53 CLOUD ANALYTICS MARKET: COMPANY EVALUATION MATRIX (KEY PLAYERS), 2023 236

11.6.5 COMPANY FOOTPRINT: KEY PLAYERS, 2023 237

11.6.5.1 Company footprint 237

FIGURE 54 COMPANY FOOTPRINT (22 COMPANIES) 237

11.6.5.2 Offering footprint 238

TABLE 259 OFFERING FOOTPRINT (22 COMPANIES) 238

11.6.5.3 Data processing footprint 239

TABLE 260 DATA PROCESSING FOOTPRINT (22 COMPANIES) 239

11.6.5.4 Regional footprint 240

TABLE 261 REGIONAL FOOTPRINT (22 COMPANIES) 240

11.6.5.5 Vertical footprint 241

TABLE 262 VERTICAL FOOTPRINT (22 COMPANIES) 241

11.7 COMPANY EVALUATION MATRIX: START-UPS/SMES, 2023 242

11.7.1 PROGRESSIVE COMPANIES 242

11.7.2 RESPONSIVE COMPANIES 242

11.7.3 DYNAMIC COMPANIES 242

11.7.4 STARTING BLOCKS 242

FIGURE 55 CLOUD ANALYTICS MARKET: COMPANY EVALUATION MATRIX (START-UPS/SMES), 2023 243

11.7.5 COMPETITIVE BENCHMARKING: START-UPS/SMES, 2023 244

TABLE 263 CLOUD ANALYTICS MARKET: DETAILED LIST OF KEY START-UPS/SMES, 2023 244

TABLE 264 CLOUD ANALYTICS MARKET: COMPETITIVE BENCHMARKING OF KEY START-UPS/SMES 245

11.8 COMPETITIVE SCENARIO AND TRENDS 245

11.8.1 PRODUCT LAUNCHES 245

TABLE 265 CLOUD ANALYTICS MARKET: PRODUCT LAUNCHES, FEBRUARY 2022–JANUARY 2024 246

11.8.2 DEALS 247

TABLE 266 CLOUD ANALYTICS MARKET: DEALS, JANUARY 2022–FEBRUARY 2024 247

11.9 COMPANY VALUATION AND FINANCIAL METRICS OF KEY VENDORS 248

FIGURE 56 COMPANY VALUATION AND FINANCIAL METRICS OF KEY VENDORS 248

FIGURE 57 YEAR-TO-DATE (YTD) PRICE TOTAL RETURN AND FIVE-YEAR STOCK BETA OF KEY VENDORS 249

12 COMPANY PROFILES 250

12.1 INTRODUCTION 250

12.2 KEY PLAYERS 250

(Business Overview, Products/Solutions/Services offered, Recent Developments, MnM View)*

12.2.1 IBM 250

TABLE 267 IBM: BUSINESS OVERVIEW 250

FIGURE 58 IBM: COMPANY SNAPSHOT 251

TABLE 268 IBM: PRODUCTS/SOLUTIONS/SERVICES OFFERED 251

TABLE 269 IBM: PRODUCT LAUNCHES AND ENHANCEMENTS 253

TABLE 270 IBM: DEALS 254

12.2.2 GOOGLE 256

TABLE 271 GOOGLE: BUSINESS OVERVIEW 256

FIGURE 59 GOOGLE: COMPANY SNAPSHOT 257

TABLE 272 GOOGLE: PRODUCTS/SOLUTIONS/SERVICES OFFERED 257

TABLE 273 GOOGLE: PRODUCT LAUNCHES AND ENHANCEMENTS 259

TABLE 274 GOOGLE: DEALS 260

12.2.3 MICROSOFT 262

TABLE 275 MICROSOFT: BUSINESS OVERVIEW 262

FIGURE 60 MICROSOFT: COMPANY SNAPSHOT 263

TABLE 276 MICROSOFT: PRODUCTS/SOLUTIONS/SERVICES OFFERED 263

TABLE 277 MICROSOFT: PRODUCT LAUNCHES AND ENHANCEMENTS 264

TABLE 278 MICROSOFT: DEALS 265

12.2.4 AWS 267

TABLE 279 AWS: BUSINESS OVERVIEW 267

FIGURE 61 AWS: COMPANY SNAPSHOT 268

TABLE 280 AWS: PRODUCTS/SOLUTIONS/SERVICES OFFERED 268

TABLE 281 AWS: PRODUCT LAUNCHES AND ENHANCEMENTS 269

TABLE 282 AWS: DEALS 270

12.2.5 SAP 272

TABLE 283 SAP: BUSINESS OVERVIEW 272

FIGURE 62 SAP: COMPANY SNAPSHOT 273

TABLE 284 SAP: PRODUCTS/SOLUTIONS/SERVICES OFFERED 273

TABLE 285 SAP: PRODUCT LAUNCHES AND ENHANCEMENTS 274

TABLE 286 SAP: DEALS 274

12.2.6 SAS INSTITUTE 276

TABLE 287 SAS INSTITUTE: BUSINESS OVERVIEW 276

TABLE 288 SAS INSTITUTE: PRODUCTS/SOLUTIONS/SERVICES OFFERED 276

TABLE 289 SAS INSTITUTE: PRODUCT LAUNCHES AND ENHANCEMENTS 277

TABLE 290 SAS INSTITUTE: DEALS 278

12.2.7 ORACLE 279

TABLE 291 ORACLE: BUSINESS OVERVIEW 279

FIGURE 63 ORACLE: COMPANY SNAPSHOT 280

TABLE 292 ORACLE: PRODUCTS/SOLUTIONS/SERVICES OFFERED 280

TABLE 293 ORACLE: PRODUCT LAUNCHES AND ENHANCEMENTS 281

TABLE 294 ORACLE: DEALS 282

12.2.8 TERADATA 283

TABLE 295 TERADATA: BUSINESS OVERVIEW 283

FIGURE 64 TERADATA: COMPANY SNAPSHOT 284

TABLE 296 TERADATA: PRODUCTS/SOLUTIONS/SERVICES OFFERED 284

TABLE 297 TERADATA: PRODUCT LAUNCHES AND ENHANCEMENTS 285

TABLE 298 TERADATA: DEALS 285

12.2.9 NETAPP 287

TABLE 299 NETAPP: BUSINESS OVERVIEW 287

FIGURE 65 NETAPP: COMPANY SNAPSHOT 288

TABLE 300 NETAPP: PRODUCTS/SOLUTIONS/SERVICES OFFERED 288

TABLE 301 NETAPP: PRODUCT LAUNCHES AND ENHANCEMENTS 289

TABLE 302 NETAPP: DEALS 290

12.2.10 QLIK 291

TABLE 303 QLIK: BUSINESS OVERVIEW 291

TABLE 304 QLIK: PRODUCTS/SOLUTIONS/SERVICES OFFERED 291

TABLE 305 QLIK: PRODUCT LAUNCHES AND ENHANCEMENTS 292

TABLE 306 QLIK: DEALS 293

12.2.11 SISENSE 294

TABLE 307 SISENSE: BUSINESS OVERVIEW 294

TABLE 308 SISENSE: PRODUCTS/SOLUTIONS/SERVICES OFFERED 294

TABLE 309 SISENSE: PRODUCT LAUNCHES AND ENHANCEMENTS 295

TABLE 310 SISENSE: DEALS 295

12.2.12 SALESFORCE 297

TABLE 311 SALESFORCE: BUSINESS OVERVIEW 297

FIGURE 66 SALESFORCE: COMPANY SNAPSHOT 298

TABLE 312 SALESFORCE: PRODUCTS/SOLUTIONS/SERVICES OFFERED 298

TABLE 313 SALESFORCE: PRODUCT LAUNCHES AND ENHANCEMENTS 299

TABLE 314 SALESFORCE: DEALS 300

12.2.13 ATOS 301

12.2.14 ALTAIR 302

12.2.15 MICROSTRATEGY 303

12.2.16 TIBCO SOFTWARE 304

12.2.17 HEXAWARE TECHNOLOGY 305

12.2.18 ZOHO 306

12.2.19 RACKSPACE TECHNOLOGY 307

12.2.20 SPLUNK 308

12.3 OTHER PLAYERS 309

12.3.1 CLOUDERA 309

12.3.2 DOMO 310

12.3.3 HEWLETT PACKARD ENTERPRISE 310

12.3.4 INCORTA 311

12.3.5 TELLIUS 312

12.3.6 RAPYDER 312

12.3.7 HITACHI VANTARA 313

12.3.8 BOARD INTERNATIONAL 314

12.3.9 RIDGE 315

12.3.10 JASPERSOFT 316

12.3.11 YELLOWFIN 317

12.3.12 DENODO 317

12.3.13 GOODDATA 318

12.3.14 THOUGHTSPOT 319

12.3.15 INFOGAIN 320

*Details on Business Overview, Products/Solutions/Services offered, Recent Developments, MnM View might not be captured in case of unlisted companies.

13 ADJACENT AND RELATED MARKETS 321

13.1 INTRODUCTION 321

13.2 VIDEO ANALYTICS MARKET 321

13.2.1 MARKET DEFINITION 321

13.2.2 MARKET OVERVIEW 321

13.2.3 VIDEO ANALYTICS MARKET, BY OFFERING 322

TABLE 315 VIDEO ANALYTICS MARKET, BY OFFERING, 2018–2022 (USD MILLION) 322

TABLE 316 VIDEO ANALYTICS MARKET, BY OFFERING, 2023–2028 (USD MILLION) 322

13.2.4 VIDEO ANALYTICS MARKET, BY APPLICATION 322

TABLE 317 VIDEO ANALYTICS MARKET, BY APPLICATION, 2018–2022 (USD MILLION) 323

TABLE 318 VIDEO ANALYTICS MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 323

13.2.5 VIDEO ANALYTICS MARKET, BY DEPLOYMENT MODEL 324

TABLE 319 VIDEO ANALYTICS MARKET, BY DEPLOYMENT MODEL, 2018–2022 (USD MILLION) 324

TABLE 320 VIDEO ANALYTICS MARKET, BY DEPLOYMENT MODEL, 2023–2028 (USD MILLION) 324

13.2.6 VIDEO ANALYTICS MARKET, BY TYPE 324

TABLE 321 VIDEO ANALYTICS MARKET, BY TYPE, 2018–2022 (USD MILLION) 324

TABLE 322 VIDEO ANALYTICS MARKET, BY TYPE, 2023–2028 (USD MILLION) 325

13.2.7 VIDEO ANALYTICS MARKET, BY VERTICAL 325

TABLE 323 VIDEO ANALYTICS MARKET, BY VERTICAL, 2018–2022 (USD MILLION) 325

TABLE 324 VIDEO ANALYTICS MARKET, BY VERTICAL, 2023–2028 (USD MILLION) 326

13.2.8 VIDEO ANALYTICS MARKET, BY REGION 326

TABLE 325 VIDEO ANALYTICS MARKET, BY REGION, 2018–2022 (USD MILLION) 326

TABLE 326 VIDEO ANALYTICS MARKET, BY REGION, 2023–2028 (USD MILLION) 327

13.3 CUSTOMER ANALYTICS MARKET 327

13.3.1 MARKET DEFINITION 327

13.3.2 MARKET OVERVIEW 327

13.3.3 CUSTOMER ANALYTICS MARKET, BY COMPONENT 327

TABLE 327 CUSTOMER ANALYTICS MARKET SIZE, BY COMPONENT, 2018–2025 (USD MILLION) 328

13.3.4 CUSTOMER ANALYTICS MARKET, BY DEPLOYMENT MODE 328

TABLE 328 CUSTOMER ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2018–2025 (USD MILLION) 328

13.3.5 CUSTOMER ANALYTICS MARKET, BY ORGANIZATION SIZE 328

TABLE 329 CUSTOMER ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE, 2018–2025 (USD MILLION) 329

13.3.6 CUSTOMER ANALYTICS MARKET, BY APPLICATION 329

TABLE 330 CUSTOMER ANALYTICS MARKET SIZE, BY APPLICATION, 2018–2025 (USD MILLION) 330

13.3.7 CUSTOMER ANALYTICS MARKET, BY DATA SOURCE 330

TABLE 331 CUSTOMER ANALYTICS MARKET SIZE, BY DATA SOURCE, 2018–2025 (USD MILLION) 330

13.3.8 CUSTOMER ANALYTICS MARKET, BY INDUSTRY VERTICAL 331

TABLE 332 CUSTOMER ANALYTICS MARKET SIZE, BY INDUSTRY VERTICAL, 2018–2025 (USD MILLION) 331

13.3.9 CUSTOMER ANALYTICS MARKET, BY REGION 332

TABLE 333 CUSTOMER ANALYTICS MARKET SIZE, BY REGION, 2018–2025 (USD MILLION) 332

14 APPENDIX 333

14.1 DISCUSSION GUIDE 333

14.2 KNOWLEDGESTORE: MARKETSANDMARKETS’ SUBSCRIPTION PORTAL 339

14.3 CUSTOMIZATION OPTIONS 341

14.4 RELATED REPORTS 341

14.5 AUTHOR DETAILS 342

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