Table of Content
"1 INTRODUCTION 46
1.1 OBJECTIVES OF STUDY 46
1.2 MARKET DEFINITION 46
1.2.1 INCLUSIONS AND EXCLUSIONS 47
1.3 MARKET SCOPE 47
1.3.1 MARKET SEGMENTATION 47
1.3.2 YEARS CONSIDERED FOR STUDY 48
1.4 CURRENCY CONSIDERED 48
1.5 STAKEHOLDERS 48
1.6 SUMMARY OF CHANGES 49
2 RESEARCH METHODOLOGY 50
2.1 RESEARCH DATA 50
FIGURE 1 GLOBAL MASTER DATA MANAGEMENT MARKET: RESEARCH DESIGN 50
2.1.1 SECONDARY DATA 51
2.1.2 PRIMARY DATA 51
2.1.2.1 Breakup of primary profiles 51
2.1.2.2 Key industry insights 52
2.2 MARKET BREAKUP AND DATA TRIANGULATION 53
2.3 MARKET SIZE ESTIMATION 54
FIGURE 2 MARKET SIZE ESTIMATION METHODOLOGY-APPROACH 1 (SUPPLY SIDE): REVENUE OF SOLUTION/SERVICES OF MASTER DATA MANAGEMENT MARKET 54
FIGURE 3 MARKET SIZE ESTIMATION METHODOLOGY ? APPROACH 2 BOTTOM-UP (SUPPLY SIDE): COLLECTIVE REVENUE OF ALL SOLUTION/SERVICES OF MASTER DATA MANAGEMENT MARKET 54
FIGURE 4 MARKET SIZE ESTIMATION METHODOLOGY ? APPROACH 3 TOP-DOWN (DEMAND SIDE): SHARE OF MASTER DATA MANAGEMENT THROUGH OVERALL MASTER DATA MANAGEMENT SPENDING 55
FIGURE 5 MASTER DATA MANAGEMENT MARKET: TOP-DOWN AND BOTTOM-UP APPROACHES 56
2.3.1 TOP-DOWN APPROACH 56
2.3.2 BOTTOM-UP APPROACH 56
2.4 MARKET FORECAST 57
TABLE 1 FACTOR ANALYSIS 57
2.5 ASSUMPTIONS FOR STUDY 58
2.6 LIMITATIONS OF STUDY 59
3 EXECUTIVE SUMMARY 60
TABLE 2 MASTER DATA MANAGEMENT MARKET SIZE AND GROWTH RATE,
2016–2021 (USD MILLION, Y-O-Y %) 61
TABLE 3 MASTER DATA MANAGEMENT MARKET SIZE AND GROWTH RATE,
2022–2027 (USD MILLION, Y-O-Y %) 61
FIGURE 6 SOLUTION SEGMENT TO HOLD LARGER MARKET SIZE IN 2022 61
FIGURE 7 LARGE ENTERPRISES SEGMENT TO HOLD LARGER MARKET SIZE IN 2022 62
FIGURE 8 ON-PREMISES DEPLOYMENT TYPE TO HOLD LARGER MARKET SIZE IN 2022 62
FIGURE 9 HEALTHCARE VERTICAL TO HOLD HIGHEST CAGR DURING FORECAST PERIOD 63
FIGURE 10 NORTH AMERICA TO HOLD LARGEST MARKET SHARE, AND ASIA PACIFIC TO HOLD HIGHEST CAGR IN MASTER DATA MANAGEMENT MARKET IN 2022 63
4 PREMIUM INSIGHTS 64
4.1 ATTRACTIVE OPPORTUNITIES IN MASTER DATA MANAGEMENT MARKET 64
FIGURE 11 RISING NEED FOR COMPLIANCE TO DRIVE MASTER DATA MANAGEMENT MARKET GROWTH DURING FORECAST PERIOD 64
4.2 MASTER DATA MANAGEMENT MARKET, BY VERTICAL 64
FIGURE 12 BANKING, FINANCIAL SERVICES, AND INSURANCE SEGMENT TO REGISTER LARGEST MARKET SHARE DURING FORECAST PERIOD 64
4.3 MASTER DATA MANAGEMENT MARKET, BY REGION 65
FIGURE 13 NORTH AMERICA TO REGISTER LARGEST MARKET SHARE DURING FORECAST PERIOD 65
4.4 MASTER DATA MANAGEMENT MARKET: COMPONENTS AND TOP THREE VERTICALS 65
FIGURE 14 SOLUTION SEGMENT AND BANKING, FINANCIAL SERVICES, & INSURANCE VERTICAL TO HOLD HIGHEST MARKET SHARES IN 2022 65
5 MARKET OVERVIEW AND INDUSTRY TRENDS 66
5.1 INTRODUCTION 66
5.2 MARKET DYNAMICS 66
FIGURE 15 DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES: MASTER DATA MANAGEMENT MARKET 66
5.2.1 DRIVERS 67
5.2.1.1 Increase in the use of data quality tools for data management 67
5.2.1.2 Rising need for compliance 67
5.2.2 RESTRAINTS 67
5.2.2.1 Data security concerns 67
5.2.3 OPPORTUNITIES 68
5.2.3.1 Incorporation of new technologies with master data management 68
5.2.3.2 Trend towards multi-domain master data management 68
5.2.4 CHALLENGES 68
5.2.4.1 Diversified data regulations and legislation across different verticals and regions 68
5.2.4.2 Network slowdown due to COVID-19 pandemic to impact the master data management market significantly 69
5.2.5 CUMULATIVE GROWTH ANALYSIS 69
5.3 MASTER DATA MANAGEMENT: EVOLUTION 70
FIGURE 16 EVOLUTION OF MASTER DATA MANAGEMENT 70
5.4 CASE STUDIES 71
5.4.1 BANKING, FINANCIAL SERVICES, AND INSURANCE 71
5.4.1.1 Use Case 1: Raiffeisen Bank used Ataccama ONE to power its operations, prevent fraud, and facilitate regulatory compliance 71
5.4.2 INFORMATION TECHNOLOGY AND TELECOMMUNICATION 71
5.4.2.1 Use Case 2: Avast used Ataccama ONE to improve its customer experience and ensure compliance with data privacy 71
5.4.3 RETAIL AND CONSUMER GOODS 72
5.4.3.1 Use Case 3: 1-800-Flowers.com used IBM InfoSphere Master Data Management to assist customers find right gifts 72
5.4.4 GOVERNMENT AND DEFENSE 72
5.4.4.1 Use Case 4: CAK used TIBCO MDM to better interact with citizens of Holland and other governmental agencies 72
5.4.5 MANUFACTURING 73
5.4.5.1 Use Case 5: Goya Foods used TIBCO MDM to enhance quality of data on its products 73
5.4.6 HEALTHCARE 73
5.4.6.1 Use Case 6: Hackensack Meridian used Informatica MDM to manage complex soils of data 73
5.4.7 ENERGY AND UTILITIES 74
5.4.7.1 Use Case 7: Fjordkraft used Informatica Master Data Management to consolidate, deduplicate, and master customer data 74
5.5 TECHNOLOGY ANALYSIS 74
5.5.1 AI, ML, AND MASTER DATA MANAGEMENT 75
5.5.2 CLOUD COMPUTING AND MASTER DATA MANAGEMENT 75
5.5.3 BIG DATA & ANALYTICS AND MASTER DATA MANAGEMENT 75
5.6 PORTER’S FIVE FORCES ANALYSIS 76
TABLE 4 IMPACT OF EACH FORCE ON THE MASTER DATA MANAGEMENT MARKET 76
FIGURE 17 PORTER’S FIVE FORCES ANALYSIS: MASTER DATA MANAGEMENT MARKET 76
5.6.1 THREAT FROM NEW ENTRANTS 77
5.6.2 THREAT FROM SUBSTITUTES 77
5.6.3 BARGAINING POWER OF SUPPLIERS 77
5.6.4 BARGAINING POWER OF BUYERS 77
5.6.5 INTENSITY OF COMPETITIVE RIVALRY 78
5.7 SUPPLY/VALUE CHAIN ANALYSIS 78
FIGURE 18 SUPPLY/VALUE CHAIN ANALYSIS 78
5.8 PATENT ANALYSIS 79
5.8.1 METHODOLOGY 79
5.8.2 DOCUMENT TYPE 79
TABLE 5 PATENTS FILED, 2020–2022 79
5.8.3 INNOVATION AND PATENT APPLICATIONS 79
FIGURE 19 ANNUAL NUMBER OF PATENTS GRANTED, 2019–2022 79
5.8.3.1 Top applicants 80
FIGURE 20 TOP TEN COMPANIES WITH HIGHEST NUMBER OF PATENT APPLICATIONS, 2020–2022 80
5.9 MDM ECOSYSTEM 80
TABLE 6 MDM MARKET: ECOSYSTEM 80
5.10 PRICING MODEL ANALYSIS 81
TABLE 7 PRICING MODEL 82
5.11 REGULATORY IMPLICATIONS 82
5.11.1 GENERAL DATA PROTECTION REGULATION 82
5.11.2 HEALTH INSURANCE PORTABILITY AND ACCOUNTABILITY ACT 82
5.11.3 PAYMENT CARD INDUSTRY DATA SECURITY STANDARD 83
5.11.4 SARBANES-OXLEY ACT OF 2002 83
5.11.5 SOC 2 TYPE II COMPLIANCE 83
5.11.6 ISO/IEC 27001 83
5.11.7 THE GRAMM–LEACH–BLILEY ACT 84
5.12 MDM MARKET: COVID-19 IMPACT 84
FIGURE 21 MASTER DATA MANAGEMENT MARKET TO DECLINE DURING 2022-2027 85
5.13 TARIFF AND REGULATORY LANDSCAPE 85
5.13.1 REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 85
TABLE 8 NORTH AMERICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 85
TABLE 9 EUROPE: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 86
TABLE 10 ASIA PACIFIC: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 86
TABLE 11 MIDDLE EAST & AFRICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 87
TABLE 12 LATIN AMERICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 87
5.13.2 NORTH AMERICA: TARIFFS AND REGULATIONS 88
5.13.2.1 Personal Information Protection and Electronic Documents Act (PIPEDA) 88
5.13.2.2 Gramm-Leach-Bliley (GLB) Act 88
5.13.2.3 HIPAA of 1996 88
5.13.2.4 Federal Information Security Management Act (FISMA) 88
5.13.2.5 Federal Information Processing Standards (FIPS) 89
5.13.2.6 California Consumer Privacy Act (CSPA) 89
5.13.3 EUROPE: TARIFFS AND REGULATIONS 89
5.13.3.1 GDPR 2016/679 is a regulation in the EU 89
5.13.3.2 General Data Protection Regulation 90
5.13.3.3 European Committee for Standardization (CEN) 90
5.13.3.4 European Technical Standards Institute (ETSI) 90
6 MASTER DATA MANAGEMENT MARKET, BY COMPONENT 91
6.1 INTRODUCTION 92
6.1.1 COMPONENT: MASTER DATA MANAGEMENT MARKET DRIVERS 92
6.1.2 COMPONENTS: COVID-19 IMPACT 92
FIGURE 22 SERVICES SEGMENT TO GROW AT HIGHER CAGR DURING FORECAST PERIOD 93
TABLE 13 MASTER DATA MANAGEMENT MARKET, BY COMPONENT,
2016–2021 (USD MILLION) 93
TABLE 14 MASTER DATA MANAGEMENT MARKET, BY COMPONENT,
2022–2027 (USD MILLION) 93
6.2 SOLUTION 94
TABLE 15 SOLUTION: MASTER DATA MANAGEMENT MARKET, BY REGION,
2016–2021 (USD MILLION) 94
TABLE 16 SOLUTION: MASTER DATA MANAGEMENT MARKET, BY REGION,
2022–2027 (USD MILLION) 94
TABLE 17 SOLUTION: NORTH AMERICA MASTER DATA MANAGEMENT MARKET, BY COUNTRY, 2016–2021 (USD MILLION) 95
TABLE 18 SOLUTION: NORTH AMERICA MASTER DATA MANAGEMENT MARKET, BY COUNTRY, 2022–2027 (USD MILLION) 95
TABLE 19 SOLUTION: EUROPE MASTER DATA MANAGEMENT MARKET, BY COUNTRY, 2016–2021 (USD MILLION) 95
TABLE 20 SOLUTION: EUROPE MASTER DATA MANAGEMENT MARKET, BY COUNTRY, 2022–2027 (USD MILLION) 95
TABLE 21 SOLUTION: ASIA PACIFIC MASTER DATA MANAGEMENT MARKET, BY COUNTRY, 2016–2021 (USD MILLION) 96
TABLE 22 SOLUTION: ASIA PACIFIC MASTER DATA MANAGEMENT MARKET, BY COUNTRY, 2022–2027 (USD MILLION) 96
TABLE 23 SOLUTION: MIDDLE EAST & AFRICA MASTER DATA MANAGEMENT MARKET, BY COUNTRY, 2016–2021 (USD MILLION) 96
TABLE 24 SOLUTION: MIDDLE EAST & AFRICA MASTER DATA MANAGEMENT MARKET, BY COUNTRY, 2022–2027 (USD MILLION) 97
TABLE 25 SOLUTION: LATIN AMERICA MASTER DATA MANAGEMENT MARKET, BY COUNTRY, 2016–2021 (USD MILLION) 97
TABLE 26 SOLUTION: LATIN AMERICA MASTER DATA MANAGEMENT MARKET, BY COUNTRY, 2022–2027 (USD MILLION) 97
6.3 SERVICES 98
TABLE 27 SERVICES: MASTER DATA MANAGEMENT MARKET, BY REGION,
2016–2021 (USD MILLION) 98
TABLE 28 SERVICES: MASTER DATA MANAGEMENT MARKET, BY REGION,
2022–2027 (USD MILLION) 98
TABLE 29 SERVICES: NORTH AMERICA MASTER DATA MANAGEMENT MARKET, BY COUNTRY, 2016–2021 (USD MILLION) 98
TABLE 30 SERVICES: NORTH AMERICA MASTER DATA MANAGEMENT MARKET, BY COUNTRY, 2022–2027 (USD MILLION) 99
TABLE 31 SERVICES: EUROPE MASTER DATA MANAGEMENT MARKET, BY COUNTRY, 2016–2021 (USD MILLION) 99
TABLE 32 SERVICES: EUROPE MASTER DATA MANAGEMENT MARKET, BY COUNTRY, 2022–2027 (USD MILLION) 99
TABLE 33 SERVICES: ASIA PACIFIC MASTER DATA MANAGEMENT MARKET, BY COUNTRY, 2016–2021 (USD MILLION) 100
TABLE 34 SERVICES: ASIA PACIFIC MASTER DATA MANAGEMENT MARKET, BY COUNTRY, 2022–2027 (USD MILLION) 100
TABLE 35 SERVICES: MIDDLE EAST & AFRICA MASTER DATA MANAGEMENT MARKET, BY COUNTRY, 2016–2021 (USD MILLION) 100
TABLE 36 SERVICES: MIDDLE EAST & AFRICA MASTER DATA MANAGEMENT MARKET, BY COUNTRY, 2022–2027 (USD MILLION) 101
TABLE 37 SERVICES: LATIN AMERICA MASTER DATA MANAGEMENT MARKET, BY COUNTRY, 2016–2021 (USD MILLION) 101
TABLE 38 SERVICES: LATIN AMERICA MASTER DATA MANAGEMENT MARKET, BY COUNTRY, 2022–2027 (USD MILLION) 101
6.3.1 CONSULTING SERVICES 101
6.3.2 INTEGRATION SERVICES 102
6.3.3 TRAINING AND SUPPORT SERVICES 102
7 MASTER DATA MANAGEMENT MARKET, BY DEPLOYMENT TYPE 103
7.1 INTRODUCTION 104
7.1.1 DEPLOYMENT TYPE: MASTER DATA MANAGEMENT MARKET DRIVERS 104
7.1.2 DEPLOYMENT TYPE: COVID-19 IMPACT 104
FIGURE 23 CLOUD SEGMENT TO WITNESS HIGHER CAGR DURING FORECAST PERIOD 105
TABLE 39 MASTER DATA MANAGEMENT MARKET, BY DEPLOYMENT MODE,
2016–2021 (USD MILLION) 105
TABLE 40 MASTER DATA MANAGEMENT MARKET, BY DEPLOYMENT MODE,
2022–2027 (USD MILLION) 105
7.2 CLOUD 105
TABLE 41 CLOUD: MASTER DATA MANAGEMENT MARKET, BY REGION,
2016–2021 (USD MILLION) 106
TABLE 42 CLOUD: MASTER DATA MANAGEMENT MARKET, BY REGION,
2022–2027 (USD MILLION) 106
TABLE 43 CLOUD: NORTH AMERICA MASTER DATA MANAGEMENT MARKET, BY COUNTRY, 2016–2021 (USD MILLION) 106
TABLE 44 CLOUD: NORTH AMERICA MASTER DATA MANAGEMENT MARKET, BY COUNTRY, 2022–2027 (USD MILLION) 107
TABLE 45 CLOUD: EUROPE MASTER DATA MANAGEMENT MARKET, BY COUNTRY, 2016–2021 (USD MILLION) 107
TABLE 46 CLOUD: EUROPE MASTER DATA MANAGEMENT MARKET, BY COUNTRY, 2022–2027 (USD MILLION) 107
TABLE 47 CLOUD: ASIA PACIFIC MASTER DATA MANAGEMENT MARKET, BY COUNTRY, 2016–2021 (USD MILLION) 108
TABLE 48 CLOUD: ASIA PACIFIC MASTER DATA MANAGEMENT MARKET, BY COUNTRY, 2022–2027 (USD MILLION) 108
TABLE 49 CLOUD: MIDDLE EAST & AFRICA MASTER DATA MANAGEMENT MARKET,
BY COUNTRY, 2016–2021 (USD MILLION) 108
TABLE 50 CLOUD: MIDDLE EAST & AFRICA MASTER DATA MANAGEMENT MARKET,
BY COUNTRY, 2022–2027 (USD MILLION) 109
TABLE 51 CLOUD: LATIN AMERICA MASTER DATA MANAGEMENT MARKET, BY COUNTRY, 2016–2021 (USD MILLION) 109
TABLE 52 CLOUD: LATIN AMERICA MASTER DATA MANAGEMENT MARKET, BY COUNTRY, 2022–2027 (USD MILLION) 109
7.3 ON-PREMISES 110
TABLE 53 ON-PREMISES: MASTER DATA MANAGEMENT MARKET, BY REGION,
2016–2021 (USD MILLION) 110
TABLE 54 ON-PREMISES: MASTER DATA MANAGEMENT MARKET, BY REGION,
2022–2027 (USD MILLION) 110
TABLE 55 ON-PREMISES: NORTH AMERICA MASTER DATA MANAGEMENT MARKET, BY COUNTRY, 2016–2021 (USD MILLION) 111
TABLE 56 ON-PREMISES: NORTH AMERICA MASTER DATA MANAGEMENT MARKET, BY COUNTRY, 2022–2027 (USD MILLION) 111
TABLE 57 ON-PREMISES: EUROPE MASTER DATA MANAGEMENT MARKET, BY COUNTRY, 2016–2021 (USD MILLION) 111
TABLE 58 ON-PREMISES: EUROPE MASTER DATA MANAGEMENT MARKET, BY COUNTRY, 2022–2027 (USD MILLION) 111
TABLE 59 ON-PREMISES: ASIA PACIFIC MASTER DATA MANAGEMENT MARKET, BY COUNTRY, 2016–2021 (USD MILLION) 112
TABLE 60 ON-PREMISES: ASIA PACIFIC MASTER DATA MANAGEMENT MARKET, BY COUNTRY, 2022–2027 (USD MILLION) 112
TABLE 61 ON-PREMISES: MIDDLE EAST & AFRICA MASTER DATA MANAGEMENT MARKET, BY COUNTRY, 2016–2021 (USD MILLION) 112
TABLE 62 ON-PREMISES: MIDDLE EAST & AFRICA MASTER DATA MANAGEMENT MARKET, BY COUNTRY, 2022–2027 (USD MILLION) 113
TABLE 63 ON-PREMISES: LATIN AMERICA MASTER DATA MANAGEMENT MARKET, BY COUNTRY, 2016–2021 (USD MILLION) 113
TABLE 64 ON-PREMISES: LATIN AMERICA MASTER DATA MANAGEMENT MARKET, BY COUNTRY, 2022–2027 (USD MILLION) 113
8 MASTER DATA MANAGEMENT MARKET, BY ORGANIZATION SIZE 114
8.1 INTRODUCTION 115
8.1.1 ORGANIZATION SIZE: MASTER DATA MANAGEMENT MARKET DRIVERS 115
8.1.2 ORGANIZATION SIZE: COVID-19 IMPACT 116
FIGURE 24 SMALL AND MEDIUM-SIZED ENTERPRISES SEGMENT TO REGISTER HIGHER CAGR DURING FORECAST PERIOD 116
TABLE 65 MASTER DATA MANAGEMENT MARKET, BY ORGANIZATION SIZE,
2016–2021 (USD MILLION) 116
TABLE 66 MASTER DATA MANAGEMENT MARKET, BY ORGANIZATION SIZE,
2022–2027 (USD MILLION) 116
8.2 LARGE ENTERPRISES 117
TABLE 67 LARGE ENTERPRISES: MASTER DATA MANAGEMENT MARKET, BY REGION, 2016–2021 (USD MILLION) 117
TABLE 68 LARGE ENTERPRISES: MASTER DATA MANAGEMENT MARKET, BY REGION, 2022–2027 (USD MILLION) 117
TABLE 69 LARGE ENTERPRISES: NORTH AMERICA MASTER DATA MANAGEMENT MARKET, BY COUNTRY, 2016–2021 (USD MILLION) 118
TABLE 70 LARGE ENTERPRISES: NORTH AMERICA MASTER DATA MANAGEMENT MARKET, BY COUNTRY, 2022–2027 (USD MILLION) 118
TABLE 71 LARGE ENTERPRISES: EUROPE MASTER DATA MANAGEMENT MARKET, BY COUNTRY, 2016–2021 (USD MILLION) 118
TABLE 72 LARGE ENTERPRISES: EUROPE MASTER DATA MANAGEMENT MARKET, BY COUNTRY, 2022–2027 (USD MILLION) 118
TABLE 73 LARGE ENTERPRISES: ASIA PACIFIC MASTER DATA MANAGEMENT MARKET, BY COUNTRY, 2016–2021 (USD MILLION) 119
TABLE 74 LARGE ENTERPRISES: ASIA PACIFIC MASTER DATA MANAGEMENT MARKET, BY COUNTRY, 2022–2027 (USD MILLION) 119
TABLE 75 LARGE ENTERPRISES: MIDDLE EAST & AFRICA MASTER DATA MANAGEMENT MARKET, BY COUNTRY, 2016–2021 (USD MILLION) 119
TABLE 76 LARGE ENTERPRISES: MIDDLE EAST & AFRICA MASTER DATA MANAGEMENT MARKET, BY COUNTRY, 2022–2027 (USD MILLION) 120
TABLE 77 LARGE ENTERPRISES: LATIN AMERICA MASTER DATA MANAGEMENT MARKET, BY COUNTRY, 2016–2021 (USD MILLION) 120
TABLE 78 LARGE ENTERPRISES: LATIN AMERICA MASTER DATA MANAGEMENT MARKET, BY COUNTRY, 2022–2027 (USD MILLION) 120
8.3 SMALL AND MEDIUM-SIZED ENTERPRISES 120
TABLE 79 SMALL AND MEDIUM-SIZED ENTERPRISES: MASTER DATA MANAGEMENT MARKET, BY REGION, 2016–2021 (USD MILLION) 121
TABLE 80 SMALL AND MEDIUM-SIZED ENTERPRISES: MASTER DATA MANAGEMENT MARKET, BY REGION, 2022–2027 (USD MILLION) 121
TABLE 81 SMALL AND MEDIUM-SIZED ENTERPRISES: NORTH AMERICA MASTER DATA MANAGEMENT MARKET, BY COUNTRY, 2016–2021 (USD MILLION) 121
TABLE 82 SMALL AND MEDIUM-SIZED ENTERPRISES: NORTH AMERICA MASTER DATA MANAGEMENT MARKET, BY COUNTRY, 2022–2027 (USD MILLION) 122
TABLE 83 SMALL AND MEDIUM-SIZED ENTERPRISES: EUROPE MASTER DATA MANAGEMENT MARKET, BY COUNTRY, 2016–2021 (USD MILLION) 122
TABLE 84 SMALL AND MEDIUM-SIZED ENTERPRISES: EUROPE MASTER DATA MANAGEMENT MARKET, BY COUNTRY, 2022–2027 (USD MILLION) 122
TABLE 85 SMALL AND MEDIUM-SIZED ENTERPRISES: ASIA PACIFIC MASTER DATA MANAGEMENT MARKET, BY COUNTRY, 2016–2021 (USD MILLION) 123
TABLE 86 SMALL AND MEDIUM-SIZED ENTERPRISES: ASIA PACIFIC MASTER DATA MANAGEMENT MARKET, BY COUNTRY, 2022–2027 (USD MILLION) 123
TABLE 87 SMALL AND MEDIUM-SIZED ENTERPRISES: MIDDLE EAST & AFRICA MASTER DATA MANAGEMENT MARKET, BY COUNTRY, 2016–2021 (USD MILLION) 123
TABLE 88 SMALL AND MEDIUM-SIZED ENTERPRISES: MIDDLE EAST & AFRICA MASTER DATA MANAGEMENT MARKET, BY COUNTRY, 2022–2027 (USD MILLION) 124
TABLE 89 SMALL AND MEDIUM-SIZED ENTERPRISES: LATIN AMERICA MASTER DATA MANAGEMENT MARKET, BY COUNTRY, 2016–2021 (USD MILLION) 124
TABLE 90 SMALL AND MEDIUM-SIZED ENTERPRISES: LATIN AMERICA MASTER DATA MANAGEMENT MARKET, BY COUNTRY, 2022–2027 (USD MILLION) 124
9 MASTER DATA MANAGEMENT MARKET, BY VERTICAL 125
9.1 INTRODUCTION 126
9.1.1 VERTICAL: COVID-19 IMPACT 126
9.1.2 VERTICAL: MASTER DATA MANAGEMENT MARKET DRIVERS 126
FIGURE 25 HEALTHCARE VERTICAL TO WITNESS HIGHEST CAGR DURING FORECAST PERIOD 127
TABLE 91 MASTER DATA MANAGEMENT MARKET, BY VERTICAL,
2016–2021 (USD MILLION) 128
TABLE 92 MASTER DATA MANAGEMENT MARKET, BY VERTICAL,
2022–2027 (USD MILLION) 128
9.2 BANKING, FINANCIAL SERVICES, & INSURANCE 129
TABLE 93 BANKING, FINANCIAL SERVICES, & INSURANCE: MASTER DATA MANAGEMENT MARKET, BY REGION, 2016–2021 (USD MILLION) 129
TABLE 94 BANKING, FINANCIAL SERVICES, & INSURANCE: MASTER DATA MANAGEMENT MARKET, BY REGION, 2022–2027 (USD MILLION) 129
9.3 GOVERNMENT 130
TABLE 95 GOVERNMENT: MASTER DATA MANAGEMENT MARKET, BY REGION,
2016–2021 (USD MILLION) 130
TABLE 96 GOVERNMENT: MASTER DATA MANAGEMENT MARKET, BY REGION,
2022–2027 (USD MILLION) 130
9.4 RETAIL 131
TABLE 97 RETAIL: MASTER DATA MANAGEMENT MARKET, BY REGION,
2016–2021 (USD MILLION) 131
TABLE 98 RETAIL: MASTER DATA MANAGEMENT MARKET, BY REGION,
2022–2027 (USD MILLION) 131
9.5 IT & TELECOM 132
TABLE 99 IT & TELECOM: MASTER DATA MANAGEMENT MARKET, BY REGION,
2016–2021 (USD MILLION) 132
TABLE 100 IT & TELECOM: MASTER DATA MANAGEMENT MARKET, BY REGION,
2022–2027 (USD MILLION) 132
9.6 MANUFACTURING 133
TABLE 101 MANUFACTURING: MASTER DATA MANAGEMENT MARKET, BY REGION, 2016–2021 (USD MILLION) 133
TABLE 102 MANUFACTURING: MASTER DATA MANAGEMENT MARKET, BY REGION, 2022–2027 (USD MILLION) 133
9.7 ENERGY & UTILITIES 134
TABLE 103 ENERGY & UTILITIES: MASTER DATA MANAGEMENT MARKET, BY REGION, 2016–2021 (USD MILLION) 134
TABLE 104 ENERGY & UTILITIES: MASTER DATA MANAGEMENT MARKET, BY REGION, 2022–2027 (USD MILLION) 134
9.8 HEALTHCARE 135
TABLE 105 HEALTHCARE: MASTER DATA MANAGEMENT MARKET, BY REGION,
2016–2021 (USD MILLION) 135
TABLE 106 HEALTHCARE: MASTER DATA MANAGEMENT MARKET, BY REGION,
2022–2027 (USD MILLION) 135
9.9 OTHER VERTICALS 136
TABLE 107 OTHER VERTICALS: MASTER DATA MANAGEMENT MARKET, BY REGION, 2016–2021 (USD MILLION) 136
TABLE 108 OTHER VERTICALS: MASTER DATA MANAGEMENT MARKET, BY REGION, 2022–2027 (USD MILLION) 136
10 MASTER DATA MANAGEMENT MARKET, BY REGION 137
10.1 INTRODUCTION 138
10.1.1 REGION: COVID-19 EFFECT 138
FIGURE 26 NORTH AMERICA TO LEAD MASTER DATA MANAGEMENT MARKET DURING FORECAST PERIOD 139
FIGURE 27 INDIA TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD 139
TABLE 109 MASTER DATA MANAGEMENT MARKET, BY REGION,
2016–2021 (USD MILLION) 140
TABLE 110 MASTER DATA MANAGEMENT MARKET, BY REGION,
2022–2027 (USD MILLION) 140
10.2 NORTH AMERICA 140
10.2.1 NORTH AMERICA: MASTER DATA MANAGEMENT MARKET DRIVERS 141
FIGURE 28 NORTH AMERICA: MARKET SNAPSHOT 141
TABLE 111 NORTH AMERICA: MASTER DATA MANAGEMENT MARKET, BY COMPONENT, 2016–2021 (USD MILLION) 142
TABLE 112 NORTH AMERICA: MASTER DATA MANAGEMENT MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 142
TABLE 113 NORTH AMERICA: MASTER DATA MANAGEMENT MARKET, BY DEPLOYMENT TYPE, 2016–2021 (USD MILLION) 142
TABLE 114 NORTH AMERICA: MASTER DATA MANAGEMENT MARKET, BY DEPLOYMENT TYPE, 2022–2027 (USD MILLION) 142
TABLE 115 NORTH AMERICA: MASTER DATA MANAGEMENT MARKET, BY ORGANIZATION SIZE, 2016–2021 (USD MILLION) 143
TABLE 116 NORTH AMERICA: MASTER DATA MANAGEMENT MARKET, BY ORGANIZATION SIZE, 2022–2027 (USD MILLION) 143
TABLE 117 NORTH AMERICA: MASTER DATA MANAGEMENT MARKET, BY VERTICAL, 2016–2021 (USD MILLION) 143
TABLE 118 NORTH AMERICA: MASTER DATA MANAGEMENT MARKET, BY VERTICAL, 2022–2027 (USD MILLION) 144
TABLE 119 NORTH AMERICA: MASTER DATA MANAGEMENT MARKET, BY COUNTRY, 2016–2021 (USD MILLION) 144
TABLE 120 NORTH AMERICA: MASTER DATA MANAGEMENT MARKET, BY COUNTRY, 2022–2027 (USD MILLION) 144
10.2.2 UNITED STATES 144
TABLE 121 UNITED STATES: MASTER DATA MANAGEMENT MARKET, BY COMPONENT, 2016–2021 (USD MILLION) 145
TABLE 122 UNITED STATES: MASTER DATA MANAGEMENT MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 145
TABLE 123 UNITED STATES: MASTER DATA MANAGEMENT MARKET, BY DEPLOYMENT TYPE, 2016–2021 (USD MILLION) 145
TABLE 124 UNITED STATES: MASTER DATA MANAGEMENT MARKET, BY DEPLOYMENT TYPE, 2022–2027 (USD MILLION) 145
TABLE 125 UNITED STATES: MASTER DATA MANAGEMENT MARKET, BY ORGANIZATION SIZE, 2016–2021 (USD MILLION) 146
TABLE 126 UNITED STATES: MASTER DATA MANAGEMENT MARKET, BY ORGANIZATION SIZE, 2022–2027 (USD MILLION) 146
10.2.3 CANADA 146
TABLE 127 CANADA: MASTER DATA MANAGEMENT MARKET, BY COMPONENT,
2016–2021 (USD MILLION) 146
TABLE 128 CANADA: MASTER DATA MANAGEMENT MARKET, BY COMPONENT,
2022–2027 (USD MILLION) 147
TABLE 129 CANADA: MASTER DATA MANAGEMENT MARKET, BY DEPLOYMENT TYPE, 2016–2021 (USD MILLION) 147
TABLE 130 CANADA: MASTER DATA MANAGEMENT MARKET, BY DEPLOYMENT TYPE, 2022–2027 (USD MILLION) 147
TABLE 131 CANADA: MASTER DATA MANAGEMENT MARKET, BY ORGANIZATION SIZE, 2016–2021 (USD MILLION) 147
TABLE 132 CANADA: MASTER DATA MANAGEMENT MARKET, BY ORGANIZATION SIZE, 2022–2027 (USD MILLION) 148
10.3 EUROPE 148
10.3.1 EUROPE: MASTER DATA MANAGEMENT MARKET DRIVERS 148
TABLE 133 EUROPE: MASTER DATA MANAGEMENT MARKET, BY COMPONENT,
2016–2021 (USD MILLION) 149
TABLE 134 EUROPE: MASTER DATA MANAGEMENT MARKET, BY COMPONENT,
2022–2027 (USD MILLION) 149
TABLE 135 EUROPE: MASTER DATA MANAGEMENT MARKET, BY ORGANIZATION SIZE, 2016–2021 (USD MILLION) 149
TABLE 136 EUROPE: MASTER DATA MANAGEMENT MARKET, BY ORGANIZATION SIZE, 2022–2027 (USD MILLION) 149
TABLE 137 EUROPE: MASTER DATA MANAGEMENT MARKET, BY DEPLOYMENT TYPE, 2016–2021 (USD MILLION) 150
TABLE 138 EUROPE: MASTER DATA MANAGEMENT MARKET, BY DEPLOYMENT TYPE, 2022–2027 (USD MILLION) 150
TABLE 139 EUROPE: MASTER DATA MANAGEMENT MARKET, BY VERTICAL,
2016–2021 (USD MILLION) 150
TABLE 140 EUROPE: MASTER DATA MANAGEMENT MARKET, BY VERTICAL,
2022–2027 (USD MILLION) 151
TABLE 141 EUROPE: MASTER DATA MANAGEMENT MARKET, BY COUNTRY,
2016–2021 (USD MILLION) 151
TABLE 142 EUROPE: MASTER DATA MANAGEMENT MARKET, BY COUNTRY,
2022–2027 (USD MILLION) 151
10.3.2 UNITED KINGDOM 152
TABLE 143 UNITED KINGDOM: MASTER DATA MANAGEMENT MARKET, BY COMPONENT, 2016–2021 (USD MILLION) 152
TABLE 144 UNITED KINGDOM: MASTER DATA MANAGEMENT MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 152
TABLE 145 UNITED KINGDOM: MASTER DATA MANAGEMENT MARKET, BY DEPLOYMENT TYPE, 2016–2021 (USD MILLION) 152
TABLE 146 UNITED KINGDOM: MASTER DATA MANAGEMENT MARKET, BY DEPLOYMENT TYPE, 2022–2027 (USD MILLION) 153
TABLE 147 UNITED KINGDOM: MASTER DATA MANAGEMENT MARKET, BY ORGANIZATION SIZE, 2016–2021 (USD MILLION) 153
TABLE 148 UNITED KINGDOM: MASTER DATA MANAGEMENT MARKET, BY ORGANIZATION SIZE, 2022–2027 (USD MILLION) 153
10.3.3 GERMANY 153
TABLE 149 GERMANY: MASTER DATA MANAGEMENT MARKET, BY COMPONENT,
2016–2021 (USD MILLION) 154
TABLE 150 GERMANY: MASTER DATA MANAGEMENT MARKET, BY COMPONENT,
2022–2027 (USD MILLION) 154
TABLE 151 GERMANY: MASTER DATA MANAGEMENT MARKET, BY DEPLOYMENT TYPE, 2016–2021 (USD MILLION) 154
TABLE 152 GERMANY: MASTER DATA MANAGEMENT MARKET, BY DEPLOYMENT TYPE, 2022–2027 (USD MILLION) 154
TABLE 153 GERMANY: MASTER DATA MANAGEMENT MARKET, BY ORGANIZATION SIZE, 2016–2021 (USD MILLION) 155
TABLE 154 GERMANY: MASTER DATA MANAGEMENT MARKET, BY ORGANIZATION SIZE, 2022–2027 (USD MILLION) 155
10.3.4 FRANCE 155
TABLE 155 FRANCE: MASTER DATA MANAGEMENT MARKET, BY COMPONENT,
2016–2021 (USD MILLION) 155
TABLE 156 FRANCE: MASTER DATA MANAGEMENT MARKET, BY COMPONENT,
2022–2027 (USD MILLION) 155
TABLE 157 FRANCE: MASTER DATA MANAGEMENT MARKET, BY DEPLOYMENT TYPE, 2016–2021 (USD MILLION) 156
TABLE 158 FRANCE: MASTER DATA MANAGEMENT MARKET, BY DEPLOYMENT TYPE, 2022–2027 (USD MILLION) 156
TABLE 159 FRANCE: MASTER DATA MANAGEMENT MARKET, BY ORGANIZATION SIZE, 2016–2021 (USD MILLION) 156
TABLE 160 FRANCE: MASTER DATA MANAGEMENT MARKET, BY ORGANIZATION SIZE, 2022–2027 (USD MILLION) 156
10.3.5 REST OF EUROPE 157
TABLE 161 REST OF EUROPE: MASTER DATA MANAGEMENT MARKET, BY COMPONENT, 2016–2021 (USD MILLION) 157
TABLE 162 REST OF EUROPE: MASTER DATA MANAGEMENT MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 157
TABLE 163 REST OF EUROPE: MASTER DATA MANAGEMENT MARKET, BY DEPLOYMENT TYPE, 2016–2021 (USD MILLION) 157
TABLE 164 REST OF EUROPE: MASTER DATA MANAGEMENT MARKET, BY DEPLOYMENT TYPE, 2022–2027 (USD MILLION) 157
TABLE 165 REST OF EUROPE: MASTER DATA MANAGEMENT MARKET, BY ORGANIZATION SIZE, 2016–2021 (USD MILLION) 158
TABLE 166 REST OF EUROPE: MASTER DATA MANAGEMENT MARKET, BY ORGANIZATION SIZE, 2022–2027 (USD MILLION) 158
10.4 ASIA PACIFIC 158
10.4.1 ASIA PACIFIC: MASTER DATA MANAGEMENT MARKET DRIVERS 158
FIGURE 29 ASIA PACIFIC: MARKET SNAPSHOT 159
TABLE 167 ASIA PACIFIC: MASTER DATA MANAGEMENT MARKET, BY COMPONENT, 2016–2021 (USD MILLION) 159
TABLE 168 ASIA PACIFIC: MASTER DATA MANAGEMENT MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 160
TABLE 169 ASIA PACIFIC: MASTER DATA MANAGEMENT MARKET, BY ORGANIZATION SIZE, 2016–2021 (USD MILLION) 160
TABLE 170 ASIA PACIFIC: MASTER DATA MANAGEMENT MARKET, BY ORGANIZATION SIZE, 2022–2027 (USD MILLION) 160
TABLE 171 ASIA PACIFIC: MASTER DATA MANAGEMENT MARKET, BY DEPLOYMENT TYPE, 2016–2021 (USD MILLION) 160
TABLE 172 ASIA PACIFIC: MASTER DATA MANAGEMENT MARKET, BY DEPLOYMENT TYPE, 2022–2027 (USD MILLION) 161
TABLE 173 ASIA PACIFIC: MASTER DATA MANAGEMENT MARKET, BY VERTICAL,
2016–2021 (USD MILLION) 161
TABLE 174 ASIA PACIFIC: MASTER DATA MANAGEMENT MARKET, BY VERTICAL,
2022–2027 (USD MILLION) 161
TABLE 175 ASIA PACIFIC: MASTER DATA MANAGEMENT MARKET, BY COUNTRY,
2016–2021 (USD MILLION) 162
TABLE 176 ASIA PACIFIC: MASTER DATA MANAGEMENT MARKET, BY COUNTRY,
2022–2027 (USD MILLION) 162
10.4.2 CHINA 162
TABLE 177 CHINA: MASTER DATA MANAGEMENT MARKET, BY COMPONENT,
2016–2021 (USD MILLION) 163
TABLE 178 CHINA: MASTER DATA MANAGEMENT MARKET, BY COMPONENT,
2022–2027 (USD MILLION) 163
TABLE 179 CHINA: MASTER DATA MANAGEMENT MARKET, BY DEPLOYMENT TYPE, 2016–2021 (USD MILLION) 163
TABLE 180 CHINA: MASTER DATA MANAGEMENT MARKET, BY DEPLOYMENT TYPE, 2022–2027 (USD MILLION) 163
TABLE 181 CHINA: MASTER DATA MANAGEMENT MARKET, BY ORGANIZATION SIZE, 2016–2021 (USD MILLION) 164
TABLE 182 CHINA: MASTER DATA MANAGEMENT MARKET, BY ORGANIZATION SIZE, 2022–2027 (USD MILLION) 164
10.4.3 INDIA 164
TABLE 183 INDIA: MASTER DATA MANAGEMENT MARKET, BY COMPONENT,
2016–2021 (USD MILLION) 164
TABLE 184 INDIA: MASTER DATA MANAGEMENT MARKET, BY COMPONENT,
2022–2027 (USD MILLION) 165
TABLE 185 INDIA: MASTER DATA MANAGEMENT MARKET, BY DEPLOYMENT TYPE,
2016–2021 (USD MILLION) 165
TABLE 186 INDIA: MASTER DATA MANAGEMENT MARKET, BY DEPLOYMENT TYPE,
2022–2027 (USD MILLION) 165
TABLE 187 INDIA: MASTER DATA MANAGEMENT MARKET, BY ORGANIZATION SIZE, 2016–2021 (USD MILLION) 165
TABLE 188 INDIA: MASTER DATA MANAGEMENT MARKET, BY ORGANIZATION SIZE, 2022–2027 (USD MILLION) 166
10.4.4 SINGAPORE 166
TABLE 189 SINGAPORE: MASTER DATA MANAGEMENT MARKET, BY COMPONENT, 2016–2021 (USD MILLION) 166
TABLE 190 SINGAPORE: MASTER DATA MANAGEMENT MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 166
TABLE 191 SINGAPORE: MASTER DATA MANAGEMENT MARKET, BY DEPLOYMENT TYPE, 2016–2021 (USD MILLION) 167
TABLE 192 SINGAPORE: MASTER DATA MANAGEMENT MARKET, BY DEPLOYMENT TYPE, 2022–2027 (USD MILLION) 167
TABLE 193 SINGAPORE: MASTER DATA MANAGEMENT MARKET, BY ORGANIZATION SIZE, 2016–2021 (USD MILLION) 167
TABLE 194 SINGAPORE: MASTER DATA MANAGEMENT MARKET, BY ORGANIZATION SIZE, 2022–2027 (USD MILLION) 167
10.4.5 JAPAN 168
TABLE 195 JAPAN: MASTER DATA MANAGEMENT MARKET, BY COMPONENT,
2016–2021 (USD MILLION) 168
TABLE 196 JAPAN: MASTER DATA MANAGEMENT MARKET, BY COMPONENT,
2022–2027 (USD MILLION) 168
TABLE 197 JAPAN: MASTER DATA MANAGEMENT MARKET, BY DEPLOYMENT TYPE, 2016–2021 (USD MILLION) 168
TABLE 198 JAPAN: MASTER DATA MANAGEMENT MARKET, BY DEPLOYMENT TYPE, 2022–2027 (USD MILLION) 169
TABLE 199 JAPAN: MASTER DATA MANAGEMENT MARKET, BY ORGANIZATION SIZE, 2016–2021 (USD MILLION) 169
TABLE 200 JAPAN: MASTER DATA MANAGEMENT MARKET, BY ORGANIZATION SIZE, 2022–2027 (USD MILLION) 169
10.4.6 REST OF ASIA PACIFIC 169
TABLE 201 REST OF ASIA PACIFIC: MASTER DATA MANAGEMENT MARKET, BY COMPONENT, 2016–2021 (USD MILLION) 169
TABLE 202 REST OF ASIA PACIFIC: MASTER DATA MANAGEMENT MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 170
TABLE 203 REST OF ASIA PACIFIC: MASTER DATA MANAGEMENT MARKET, BY DEPLOYMENT TYPE, 2016–2021 (USD MILLION) 170
TABLE 204 REST OF ASIA PACIFIC: MASTER DATA MANAGEMENT MARKET, BY DEPLOYMENT TYPE, 2022–2027 (USD MILLION) 170
TABLE 205 REST OF ASIA PACIFIC: MASTER DATA MANAGEMENT MARKET, BY ORGANIZATION SIZE, 2016–2021 (USD MILLION) 170
TABLE 206 REST OF ASIA PACIFIC: MASTER DATA MANAGEMENT MARKET, BY ORGANIZATION SIZE, 2022–2027 (USD MILLION) 171"
"10.5 MIDDLE EAST & AFRICA 171
10.5.1 MIDDLE EAST & AFRICA: MASTER DATA MANAGEMENT MARKET DRIVERS 171
TABLE 207 MIDDLE EAST & AFRICA: MASTER DATA MANAGEMENT MARKET, BY COMPONENT, 2016–2021 (USD MILLION) 172
TABLE 208 MIDDLE EAST & AFRICA: MASTER DATA MANAGEMENT MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 172
TABLE 209 MIDDLE EAST & AFRICA: MASTER DATA MANAGEMENT MARKET, BY ORGANIZATION SIZE, 2016–2021 (USD MILLION) 172
TABLE 210 MIDDLE EAST & AFRICA: MASTER DATA MANAGEMENT MARKET, BY ORGANIZATION SIZE, 2022–2027 (USD MILLION) 172
TABLE 211 MIDDLE EAST & AFRICA: MASTER DATA MANAGEMENT MARKET, BY DEPLOYMENT TYPE, 2016–2021 (USD MILLION) 173
TABLE 212 MIDDLE EAST & AFRICA: MASTER DATA MANAGEMENT MARKET, BY DEPLOYMENT TYPE, 2022–2027 (USD MILLION) 173
TABLE 213 MIDDLE EAST & AFRICA: MASTER DATA MANAGEMENT MARKET, BY VERTICAL, 2016–2021 (USD MILLION) 173
TABLE 214 MIDDLE EAST & AFRICA: MASTER DATA MANAGEMENT MARKET, BY VERTICAL, 2022–2027 (USD MILLION) 174
TABLE 215 MIDDLE EAST & AFRICA: MASTER DATA MANAGEMENT MARKET, BY COUNTRY, 2016–2021 (USD MILLION) 174
TABLE 216 MIDDLE EAST & AFRICA: MASTER DATA MANAGEMENT MARKET, BY COUNTRY, 2022–2027 (USD MILLION) 174
10.5.2 KINGDOM OF SAUDI ARABIA 175
TABLE 217 KINGDOM OF SAUDI ARABIA: MASTER DATA MANAGEMENT MARKET, BY COMPONENT, 2016–2021 (USD MILLION) 175
TABLE 218 KINGDOM OF SAUDI ARABIA: MASTER DATA MANAGEMENT MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 175
TABLE 219 KINGDOM OF SAUDI ARABIA: MASTER DATA MANAGEMENT MARKET, BY DEPLOYMENT TYPE, 2016–2021 (USD MILLION) 175
TABLE 220 KINGDOM OF SAUDI ARABIA: MASTER DATA MANAGEMENT MARKET, BY DEPLOYMENT TYPE, 2022–2027 (USD MILLION) 176
TABLE 221 KINGDOM OF SAUDI ARABIA: MASTER DATA MANAGEMENT MARKET, BY ORGANIZATION SIZE, 2016–2021 (USD MILLION) 176
TABLE 222 KINGDOM OF SAUDI ARABIA: MASTER DATA MANAGEMENT MARKET, BY ORGANIZATION SIZE, 2022–2027 (USD MILLION) 176
10.5.3 UNITED ARAB EMIRATES 176
TABLE 223 UNITED ARAB EMIRATES: MASTER DATA MANAGEMENT MARKET, BY COMPONENT, 2016–2021 (USD MILLION) 176
TABLE 224 UNITED ARAB EMIRATES: MASTER DATA MANAGEMENT MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 177
TABLE 225 UNITED ARAB EMIRATES: MASTER DATA MANAGEMENT MARKET, BY DEPLOYMENT TYPE, 2016–2021 (USD MILLION) 177
TABLE 226 UNITED ARAB EMIRATES: MASTER DATA MANAGEMENT MARKET, BY DEPLOYMENT TYPE, 2022–2027 (USD MILLION) 177
TABLE 227 UNITED ARAB EMIRATES: MASTER DATA MANAGEMENT MARKET, BY ORGANIZATION SIZE, 2016–2021 (USD MILLION) 177
TABLE 228 UNITED ARAB EMIRATES: MASTER DATA MANAGEMENT MARKET, BY ORGANIZATION SIZE, 2022–2027 (USD MILLION) 178
10.5.4 QATAR 178
TABLE 229 QATAR: MASTER DATA MANAGEMENT MARKET, BY COMPONENT,
2016–2021 (USD MILLION) 178
TABLE 230 QATAR: MASTER DATA MANAGEMENT MARKET, BY COMPONENT,
2022–2027 (USD MILLION) 178
TABLE 231 QATAR: MASTER DATA MANAGEMENT MARKET, BY DEPLOYMENT TYPE, 2016–2021 (USD MILLION) 179
TABLE 232 QATAR: MASTER DATA MANAGEMENT MARKET, BY DEPLOYMENT TYPE, 2022–2027 (USD MILLION) 179
TABLE 233 QATAR: MASTER DATA MANAGEMENT MARKET, BY ORGANIZATION SIZE, 2016–2021 (USD MILLION) 179
TABLE 234 QATAR: MASTER DATA MANAGEMENT MARKET, BY ORGANIZATION SIZE, 2022–2027 (USD MILLION) 179
10.5.5 SOUTH AFRICA 180
TABLE 235 SOUTH AFRICA: MASTER DATA MANAGEMENT MARKET, BY COMPONENT, 2016–2021 (USD MILLION) 180
TABLE 236 SOUTH AFRICA: MASTER DATA MANAGEMENT MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 180
TABLE 237 SOUTH AFRICA: MASTER DATA MANAGEMENT MARKET, BY DEPLOYMENT TYPE, 2016–2021 (USD MILLION) 180
TABLE 238 SOUTH AFRICA: MASTER DATA MANAGEMENT MARKET, BY DEPLOYMENT TYPE, 2022–2027 (USD MILLION) 181
TABLE 239 SOUTH AFRICA: MASTER DATA MANAGEMENT MARKET, BY ORGANIZATION SIZE, 2016–2021 (USD MILLION) 181
TABLE 240 SOUTH AFRICA: MASTER DATA MANAGEMENT MARKET, BY ORGANIZATION SIZE, 2022–2027 (USD MILLION) 181
10.5.6 REST OF MIDDLE EAST & AFRICA 181
TABLE 241 REST OF MIDDLE EAST & AFRICA: MASTER DATA MANAGEMENT MARKET, BY COMPONENT, 2016–2021 (USD MILLION) 181
TABLE 242 REST OF MIDDLE EAST & AFRICA: MASTER DATA MANAGEMENT MARKET,
BY COMPONENT, 2022–2027 (USD MILLION) 182
TABLE 243 REST OF MIDDLE EAST & AFRICA: MASTER DATA MANAGEMENT MARKET,
BY DEPLOYMENT TYPE, 2016–2021 (USD MILLION) 182
TABLE 244 REST OF MIDDLE EAST & AFRICA: MASTER DATA MANAGEMENT MARKET, BY DEPLOYMENT TYPE, 2022–2027 (USD MILLION) 182
TABLE 245 REST OF MIDDLE EAST & AFRICA: MASTER DATA MANAGEMENT MARKET,
BY ORGANIZATION SIZE, 2016–2021 (USD MILLION) 182
TABLE 246 REST OF MIDDLE EAST & AFRICA: MASTER DATA MANAGEMENT MARKET, BY ORGANIZATION SIZE, 2022–2027 (USD MILLION) 183
10.6 LATIN AMERICA 183
10.6.1 LATIN AMERICA: MASTER DATA MANAGEMENT MARKET DRIVERS 183
TABLE 247 LATIN AMERICA: MASTER DATA MANAGEMENT MARKET, BY COMPONENT, 2016–2021 (USD MILLION) 183
TABLE 248 LATIN AMERICA: MASTER DATA MANAGEMENT MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 184
TABLE 249 LATIN AMERICA: MASTER DATA MANAGEMENT MARKET, BY ORGANIZATION SIZE, 2016–2021 (USD MILLION) 184
TABLE 250 LATIN AMERICA: MASTER DATA MANAGEMENT MARKET, BY ORGANIZATION SIZE, 2022–2027 (USD MILLION) 184
TABLE 251 LATIN AMERICA: MASTER DATA MANAGEMENT MARKET, BY DEPLOYMENT TYPE, 2016–2021 (USD MILLION) 184
TABLE 252 LATIN AMERICA: MASTER DATA MANAGEMENT MARKET, BY DEPLOYMENT TYPE, 2022–2027 (USD MILLION) 185
TABLE 253 LATIN AMERICA: MASTER DATA MANAGEMENT MARKET, BY VERTICAL, 2016–2021 (USD MILLION) 185
TABLE 254 LATIN AMERICA: MASTER DATA MANAGEMENT MARKET, BY VERTICAL, 2022–2027 (USD MILLION) 185
TABLE 255 LATIN AMERICA: MASTER DATA MANAGEMENT MARKET, BY COUNTRY, 2016–2021 (USD MILLION) 186
TABLE 256 LATIN AMERICA: MASTER DATA MANAGEMENT MARKET, BY COUNTRY, 2022–2027 (USD MILLION) 186
10.6.2 BRAZIL 186
TABLE 257 BRAZIL: MASTER DATA MANAGEMENT MARKET, BY COMPONENT,
2016–2021 (USD MILLION) 186
TABLE 258 BRAZIL: MASTER DATA MANAGEMENT MARKET, BY COMPONENT,
2022–2027 (USD MILLION) 187
TABLE 259 BRAZIL: MASTER DATA MANAGEMENT MARKET, BY DEPLOYMENT TYPE, 2016–2021 (USD MILLION) 187
TABLE 260 BRAZIL: MASTER DATA MANAGEMENT MARKET, BY DEPLOYMENT TYPE, 2022–2027 (USD MILLION) 187
TABLE 261 BRAZIL: MASTER DATA MANAGEMENT MARKET, BY ORGANIZATION SIZE, 2016–2021 (USD MILLION) 187
TABLE 262 BRAZIL: MASTER DATA MANAGEMENT MARKET, BY ORGANIZATION SIZE, 2022–2027 (USD MILLION) 188
10.6.3 MEXICO 188
TABLE 263 MEXICO: MASTER DATA MANAGEMENT MARKET, BY COMPONENT,
2016–2021 (USD MILLION) 188
TABLE 264 MEXICO: MASTER DATA MANAGEMENT MARKET, BY COMPONENT,
2022–2027 (USD MILLION) 188
TABLE 265 MEXICO: MASTER DATA MANAGEMENT MARKET, BY DEPLOYMENT TYPE, 2016–2021 (USD MILLION) 189
TABLE 266 MEXICO: MASTER DATA MANAGEMENT MARKET, BY DEPLOYMENT TYPE, 2022–2027 (USD MILLION) 189
TABLE 267 MEXICO: MASTER DATA MANAGEMENT MARKET, BY ORGANIZATION SIZE, 2016–2021 (USD MILLION) 189
TABLE 268 MEXICO: MASTER DATA MANAGEMENT MARKET, BY ORGANIZATION SIZE, 2022–2027 (USD MILLION) 189
10.6.4 REST OF LATIN AMERICA 190
TABLE 269 REST OF LATIN AMERICA: MASTER DATA MANAGEMENT MARKET, BY COMPONENT, 2016–2021 (USD MILLION) 190
TABLE 270 REST OF LATIN AMERICA: MASTER DATA MANAGEMENT MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 190
TABLE 271 REST OF LATIN AMERICA: MASTER DATA MANAGEMENT MARKET,
BY DEPLOYMENT TYPE, 2016–2021 (USD MILLION) 190
TABLE 272 REST OF LATIN AMERICA: MASTER DATA MANAGEMENT MARKET,
BY DEPLOYMENT TYPE, 2022–2027 (USD MILLION) 190
TABLE 273 REST OF LATIN AMERICA: MASTER DATA MANAGEMENT MARKET,
BY ORGANIZATION SIZE, 2016–2021 (USD MILLION) 191
TABLE 274 REST OF LATIN AMERICA: MASTER DATA MANAGEMENT MARKET, BY ORGANIZATION SIZE, 2022–2027 (USD MILLION) 191
11 COMPETITIVE LANDSCAPE 192
11.1 OVERVIEW 192
11.2 KEY PLAYER STRATEGIES 192
TABLE 275 OVERVIEW OF STRATEGIES DEPLOYED BY KEY PLAYERS IN MDM MARKET 192
11.3 REVENUE ANALYSIS 193
FIGURE 30 REVENUE ANALYSIS FOR KEY COMPANIES IN PAST FIVE YEARS 193
11.4 MARKET SHARE ANALYSIS 193
FIGURE 31 MDM MARKET SHARE ANALYSIS 194
TABLE 276 MASTER DATA MANAGEMENT MARKET: DEGREE OF COMPETITION 194
11.5 COMPANY EVALUATION QUADRANT 196
11.5.1 STARS 196
11.5.2 EMERGING LEADERS 196
11.5.3 PERVASIVE PLAYERS 196
11.5.4 PARTICIPANTS 196
FIGURE 32 KEY MASTER DATA MANAGEMENT MARKET PLAYERS, COMPANY EVALUATION MATRIX, 2022 197
TABLE 277 COMPANY COMPONENT FOOTPRINT 197
TABLE 278 COMPANY REGION FOOTPRINT 198
11.6 STARTUP/SME EVALUATION QUADRANT 199
11.6.1 PROGRESSIVE COMPANIES 199
11.6.2 RESPONSIVE COMPANIES 199
11.6.3 DYNAMIC COMPANIES 199
11.6.4 STARTING BLOCKS 199
FIGURE 33 STARTUP/SMES: MASTER DATA MANAGEMENT MARKET EVALUATION MATRIX, 2022 200
11.7 COMPETITIVE SCENARIO 201
11.7.1 PRODUCT LAUNCHES 201
TABLE 279 PRODUCT LAUNCHES, SEPTEMBER 2019–MARCH 2022 201
11.7.2 DEALS 202
TABLE 280 DEALS, APRIL 2020-APRIL 2022 202
12 COMPANY PROFILES 203
12.1 INTRODUCTION 203
12.2 KEY PLAYERS 203
(Business overview, Products/solution/services offered, Recent Developments, COVID-19-related developments, MnM view, Key strengths/Right to win, Strategic choices made, and Weaknesses and competitive threats)*
12.2.1 IBM 203
TABLE 281 IBM: BUSINESS OVERVIEW 204
FIGURE 34 IBM: COMPANY SNAPSHOT 204
TABLE 282 IBM: PRODUCTS OFFERED 205
TABLE 283 IBM: SERVICES OFFERED 205
TABLE 284 IBM: PRODUCT LAUNCHES AND ENHANCEMENTS 206
TABLE 285 IBM: DEALS 206
12.2.2 ORACLE 210
TABLE 286 ORACLE: BUSINESS OVERVIEW 210
FIGURE 35 ORACLE: COMPANY SNAPSHOT 211
TABLE 287 ORACLE: PRODUCTS OFFERED 211
TABLE 288 ORACLE: SERVICES OFFERED 213
TABLE 289 ORACLE: PRODUCT LAUNCHES AND ENHANCEMENTS 213
TABLE 290 ORACLE: DEALS 214
12.2.3 BROADCOM 217
TABLE 291 BROADCOM: BUSINESS OVERVIEW 217
FIGURE 36 BROADCOM: COMPANY SNAPSHOT 218
TABLE 292 BROADCOM: PRODUCTS OFFERED 218
TABLE 293 BROADCOM: SERVICES OFFERED 219
TABLE 294 BROADCOM: PRODUCT LAUNCHES AND ENHANCEMENTS 219
TABLE 295 BROADCOM: DEALS 220
12.2.4 SAP 222
TABLE 296 SAP: BUSINESS OVERVIEW 222
FIGURE 37 SAP: COMPANY SNAPSHOT 223
TABLE 297 SAP: PRODUCTS OFFERED 223
TABLE 298 SAP: SERVICES OFFERED 224
TABLE 299 SAP: PRODUCT LAUNCHES AND ENHANCEMENTS 224
TABLE 300 SAP: DEALS 225
12.2.5 SAS INSTITUTE 228
TABLE 301 SAS INSTITUTE: BUSINESS OVERVIEW 228
FIGURE 38 SAS INSTITUTE: FINANCIAL OVERVIEW 228
TABLE 302 SAS INSTITUTE: PRODUCTS/SOLUTION/SERVICES OFFERED 229
TABLE 303 SAS INSTITUTE: PRODUCT LAUNCHES AND ENHANCEMENTS 229
TABLE 304 SAS INSTITUTE: DEALS 230
12.2.6 TERADATA 232
TABLE 305 TERADATA: BUSINESS OVERVIEW 232
FIGURE 39 TERADATA: COMPANY SNAPSHOT 233
TABLE 306 TERADATA: PRODUCTS/SOLUTION/SERVICES OFFERED 233
TABLE 307 TERADATA: PRODUCT LAUNCHES AND ENHANCEMENTS 234
TABLE 308 TERADATA: DEALS 234
12.2.7 CLOUDERA 235
TABLE 309 CLOUDERA: BUSINESS OVERVIEW 235
FIGURE 40 CLOUDERA: COMPANY SNAPSHOT 236
TABLE 310 CLOUDERA: PRODUCTS/SOLUTION/SERVICES OFFERED 236
TABLE 311 CLOUDERA: PRODUCT LAUNCHES AND ENHANCEMENTS 237
TABLE 312 CLOUDERA: DEALS 237
12.2.8 TALEND 239
TABLE 313 TALEND: BUSINESS OVERVIEW 239
TABLE 314 TALEND: PRODUCTS/SOLUTION/SERVICES OFFERED 239
TABLE 315 TALEND: PRODUCT LAUNCHES AND ENHANCEMENTS 240
TABLE 316 TALEND: DEALS 240
12.2.9 RIVERSAND 241
TABLE 317 RIVERSAND: BUSINESS OVERVIEW 241
TABLE 318 RIVERSAND: PRODUCTS/SOLUTION/SERVICES OFFERED 241
TABLE 319 RIVERSAND: PRODUCT LAUNCHES AND ENHANCEMENTS 242
TABLE 320 RIVERSAND: DEALS 242
12.2.10 INFORMATICA 243
TABLE 321 INFORMATICA: BUSINESS OVERVIEW 243
TABLE 322 INFORMATICA: PRODUCTS OFFERED 243
TABLE 323 INFORMATICA: SERVICES OFFERED 244
TABLE 324 INFORMATICA: PRODUCT LAUNCHES AND ENHANCEMENTS 244
TABLE 325 INFORMATICA: DEALS 245
12.2.11 STIBO SYSTEMS 247
TABLE 326 STIBO SYSTEMS: BUSINESS OVERVIEW 247
TABLE 327 STIBO SYSTEMS: PRODUCTS OFFERED 247
TABLE 328 STIBO SYSTEMS: SERVICES OFFERED 248
TABLE 329 STIBO SYSTEMS: PRODUCT LAUNCHES AND ENHANCEMENTS 249
TABLE 330 STIBO SYSTEMS: DEALS 250
12.2.12 ATACCAMA 251
TABLE 331 ATACCAMA: BUSINESS OVERVIEW 251
TABLE 332 ATACCAMA: PRODUCTS OFFERED 251
TABLE 333 ATACCAMA: SERVICES OFFERED 251
TABLE 334 ATACCAMA: PRODUCT LAUNCHES AND ENHANCEMENTS 252
TABLE 335 ATACCAMA: DEALS 252
12.2.13 TIBCO SOFTWARE 253
TABLE 336 TIBCO SOFTWARE: BUSINESS OVERVIEW 253
TABLE 337 TIBCO SOFTWARE: PRODUCTS OFFERED 253
TABLE 338 TIBCO SOFTWARE: SERVICES OFFERED 254
TABLE 339 TIBCO SOFTWARE: PRODUCT LAUNCHES AND ENHANCEMENTS 254
TABLE 340 TIBCO: DEALS 255
12.3 OTHER KEY PLAYERS 257
12.3.1 PROFISEE GROUP 257
12.3.2 ACTIAN 258
12.3.3 MINDTREE 259
12.3.4 AWS 260
12.3.5 CONTENTSERV 261
12.3.6 WINSHUTTLE 262
12.3.7 MICRO FOCUS 263
12.3.8 VEEVA 264
12.3.9 SALESFORCE 264
12.3.10 HPE 265
12.4 STARTUP/ SMES 266
12.4.1 RELTIO 266
12.4.2 SEMARCHY 266
12.4.3 MAGNITUDE SOFTWARE 267
12.4.4 SYNCFORCE 267
12.4.5 QLIK 268
12.4.6 GOLDENSOURCE 269
12.4.7 ZALONI 270
*Details on Business overview, Products/solution/services offered, Recent Developments, COVID-19-related developments, MnM view, Key strengths/Right to win, Strategic choices made, and Weaknesses and competitive threats might not be captured in case of unlisted companies.
13 APPENDIX 271
13.1 ADJACENT AND RELATED MARKETS 271
13.1.1 ENTERPRISE CONTENT MANAGEMENT MARKET 271
13.1.1.1 Market definition 271
13.1.1.2 Market overview 271
13.1.1.3 Enterprise Content Management Market, by Business Function 272
TABLE 341 ENTERPRISE CONTENT MANAGEMENT MARKET SIZE, BY BUSINESS FUNCTION, 2016–2020 (USD MILLION) 272
TABLE 342 ENTERPRISE CONTENT MANAGEMENT MARKET SIZE, BY BUSINESS FUNCTION, 2021–2026 (USD MILLION) 272
13.1.1.4 Enterprise Content Management Market, by Component 273
TABLE 343 ENTERPRISE CONTENT MANAGEMENT MARKET SIZE, BY COMPONENT, 2016–2020 (USD MILLION) 273
TABLE 344 ENTERPRISE CONTENT MANAGEMENT MARKET SIZE, BY COMPONENT, 2021–2026 (USD MILLION) 273
13.1.1.5 Enterprise Content Management Market, by Organization Size 273
TABLE 345 ENTERPRISE CONTENT MANAGEMENT MARKET SIZE, BY ORGANIZATION SIZE, 2016–2020 (USD MILLION) 274
TABLE 346 ENTERPRISE CONTENT MANAGEMENT MARKET SIZE, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION) 274
13.1.1.6 Enterprise Content Management Market, by Deployment Type 274
TABLE 347 ENTERPRISE CONTENT MANAGEMENT MARKET SIZE, BY DEPLOYMENT TYPE, 2016–2020 (USD MILLION) 274
TABLE 348 ENTERPRISE CONTENT MANAGEMENT MARKET SIZE, BY DEPLOYMENT TYPE, 2021–2026 (USD MILLION) 275
13.1.1.7 Enterprise Content Management Market, by Vertical 275
TABLE 349 ENTERPRISE CONTENT MANAGEMENT MARKET SIZE, BY VERTICAL,
2016–2020 (USD MILLION) 275
TABLE 350 ENTERPRISE CONTENT MANAGEMENT MARKET SIZE, BY VERTICAL,
2021–2026 (USD MILLION) 276
13.1.1.8 Enterprise Content Management Market, by Region 276
TABLE 351 ENTERPRISE CONTENT MANAGEMENT MARKET SIZE, BY REGION,
2016–2020 (USD MILLION) 277
TABLE 352 ENTERPRISE CONTENT MANAGEMENT MARKET SIZE, BY REGION,
2021–2026 (USD MILLION) 277
13.1.2 METADATA MANAGEMENT TOOLS MARKET 277
13.1.2.1 Market definition 277
13.1.2.2 Market overview 277
13.1.2.3 Metadata Management Tools Market, by Application 278
TABLE 353 METADATA MANAGEMENT TOOLS MARKET SIZE, BY APPLICATION,
2015–2020 (USD MILLION) 279
TABLE 354 METADATA MANAGEMENT TOOLS MARKET SIZE, BY APPLICATION,
2021–2026 (USD MILLION) 279
13.1.2.4 Metadata Management Tools Market, by Business Function 279
TABLE 355 METADATA MANAGEMENT TOOLS MARKET SIZE, BY BUSINESS FUNCTION, 2015–2020 (USD MILLION) 280
TABLE 356 METADATA MANAGEMENT TOOLS MARKET SIZE, BY BUSINESS FUNCTION, 2021–2026 (USD MILLION) 280
13.1.2.5 Metadata Management Tools Market, by Organization Size 280
TABLE 357 METADATA MANAGEMENT TOOLS MARKET SIZE, BY ORGANIZATION SIZE, 2015–2020 (USD MILLION) 281
TABLE 358 METADATA MANAGEMENT TOOLS MARKET SIZE, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION) 281
13.1.2.6 Metadata Management Tools Market, by Vertical 281
TABLE 359 METADATA MANAGEMENT TOOLS MARKET SIZE, BY VERTICAL,
2015–2020 (USD MILLION) 281
TABLE 360 METADATA MANAGEMENT TOOLS MARKET SIZE, BY VERTICAL,
2021–2026 (USD MILLION) 282
13.1.2.7 Metadata Management Tools Market, by Component 282
TABLE 361 METADATA MANAGEMENT TOOLS MARKET SIZE, BY COMPONENT,
2015–2020 (USD MILLION) 282
TABLE 362 METADATA MANAGEMENT TOOLS MARKET SIZE, BY COMPONENT,
2021–2026 (USD MILLION) 283
13.1.2.8 Metadata Management Tools Market, by Metadata Type 283
TABLE 363 METADATA MANAGEMENT TOOLS MARKET SIZE, BY METADATA TYPE,
2015–2020 (USD MILLION) 283
TABLE 364 METADATA MANAGEMENT TOOLS MARKET SIZE, BY METADATA TYPE,
2021–2026 (USD MILLION) 283
13.1.2.9 Metadata Management Tools Market, by Deployment Mode 283
TABLE 365 METADATA MANAGEMENT TOOLS MARKET SIZE, BY DEPLOYMENT MODE, 2015–2020 (USD MILLION) 284
TABLE 366 METADATA MANAGEMENT TOOLS MARKET SIZE, BY DEPLOYMENT MODE, 2021–2026 (USD MILLION) 284
13.1.2.10 Metadata Management Tools Market, by Region 284
TABLE 367 METADATA MANAGEMENT MARKET SIZE, BY REGION,
2015–2020 (USD MILLION) 284
TABLE 368 METADATA MANAGEMENT MARKET SIZE, BY REGION,
2021–2026 (USD MILLION) 285
13.2 DISCUSSION GUIDE 286
13.3 KNOWLEDGE STORE: MARKETSANDMARKETS’ SUBSCRIPTION PORTAL 289
13.4 AVAILABLE CUSTOMIZATIONS 291
13.5 RELATED REPORTS 291
13.6 AUTHOR DETAILS 292"
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