Table of Content
1 INTRODUCTION 43
1.1 INTRODUCTION TO COVID-19 43
1.2 COVID-19 HEALTH ASSESSMENT 43
FIGURE 1 COVID-19: THE GLOBAL PROPAGATION 43
FIGURE 2 COVID-19 PROPAGATION: SELECT COUNTRIES 44
1.3 COVID-19 ECONOMIC ASSESSMENT 45
FIGURE 3 REVISED GROSS DOMESTIC PRODUCT FORECASTS FOR SELECT G20 COUNTRIES IN 2020 45
1.3.1 COVID-19 ECONOMIC IMPACT—SCENARIO ASSESSMENT 46
FIGURE 4 CRITERIA IMPACTING THE GLOBAL ECONOMY 46
FIGURE 5 SCENARIOS IN TERMS OF RECOVERY OF THE GLOBAL ECONOMY 47
1.4 OBJECTIVES OF THE STUDY 48
1.5 MARKET DEFINITION 48
1.6 MARKET SCOPE 48
1.6.1 INCLUSIONS AND EXCLUSIONS 49
1.6.2 MARKET SEGMENTATION 49
1.6.3 REGIONS COVERED 50
1.6.4 YEARS CONSIDERED FOR THE STUDY 50
1.7 CURRENCY CONSIDERED 51
TABLE 1 UNITED STATES DOLLAR EXCHANGE RATE, 2017–2019 51
1.8 STAKEHOLDERS 51
1.9 SUMMARY OF CHANGES 52
2 RESEARCH METHODOLOGY 53
2.1 RESEARCH DATA 53
FIGURE 6 DATA GOVERNANCE MARKET: RESEARCH DESIGN 53
2.1.1 SECONDARY DATA 54
2.1.2 PRIMARY DATA 54
TABLE 2 PRIMARY INTERVIEWS 55
2.1.2.1 Breakup of primary profiles 55
FIGURE 7 BREAKUP OF PRIMARY INTERVIEWS: BY COMPANY, DESIGNATION, AND REGION 55
2.1.2.2 Key industry insights 56
2.2 MARKET BREAKUP AND DATA TRIANGULATION 57
2.3 MARKET SIZE ESTIMATION 58
FIGURE 8 MARKET SIZE ESTIMATION METHODOLOGY—APPROACH 1 (SUPPLY SIDE): REVENUE OF PRODUCTS/SOLUTIONS/SERVICES OF DATA GOVERNANCE MARKET 58
FIGURE 9 MARKET SIZE ESTIMATION METHODOLOGY—APPROACH 1— BOTTOM-UP (SUPPLY SIDE): COLLECTIVE REVENUE OF ALL PRODUCTS/SOLUTIONS/ SERVICES OF DATA GOVERNANCE MARKET 59
FIGURE 10 MARKET SIZE ESTIMATION METHODOLOGY—APPROACH 2—BOTTOM-UP (DEMAND SIDE): PRODUCTS/SOLUTIONS/SERVICES SOLD AND THEIR AVERAGE SELLING PRICE 60
FIGURE 11 DATA GOVERNANCE MARKET: TOP-DOWN AND BOTTOM-UP APPROACHES 61
2.3.1 TOP-DOWN APPROACH 61
2.3.2 BOTTOM-UP APPROACH 61
2.4 MARKET FORECAST 62
TABLE 3 FACTOR ANALYSIS 62
2.5 ASSUMPTIONS FOR THE STUDY 63
2.6 LIMITATIONS OF THE STUDY 64
2.7 COMPETITIVE LEADERSHIP MAPPING RESEARCH METHODOLOGY 64
TABLE 4 EVALUATION CRITERIA 64
2.7.1 VENDOR INCLUSION CRITERIA 65
3 EXECUTIVE SUMMARY 66
TABLE 5 GLOBAL DATA GOVERNANCE MARKET SIZE AND GROWTH RATE,
2014–2019 (USD MILLION, Y-O-Y %) 67
TABLE 6 GLOBAL DATA GOVERNANCE MARKET SIZE AND GROWTH RATE,
2019–2025 (USD MILLION, Y-O-Y %) 67
FIGURE 12 DATA GOVERNANCE MARKET SNAPSHOT, BY COMPONENT 68
FIGURE 13 DATA GOVERNANCE MARKET SNAPSHOT, BY SERVICE 68
FIGURE 14 DATA GOVERNANCE MARKET SNAPSHOT, BY DEPLOYMENT MODEL 68
FIGURE 15 DATA GOVERNANCE MARKET SNAPSHOT, BY ORGANIZATION SIZE 69
FIGURE 16 DATA GOVERNANCE MARKET SNAPSHOT, BY APPLICATION 69
FIGURE 17 DATA GOVERNANCE MARKET SNAPSHOT, BY VERTICAL 70
FIGURE 18 DATA GOVERNANCE MARKET SNAPSHOT, BY REGION 70
4 PREMIUM INSIGHTS 71
4.1 ATTRACTIVE MARKET OPPORTUNITIES IN THE DATA GOVERNANCE MARKET 71
FIGURE 19 EFFICIENT DATA GOVERNANCE ENHANCES THE QUALITY OF DATA BY ESTABLISHING DATA QUALITY METRICS TO IDENTIFY QUALITY ISSUES AND REMEDIATION PLANS 71
4.2 DATA GOVERNANCE MARKET: TOP 3 APPLICATIONS 72
FIGURE 20 RISK MANAGEMENT SEGMENT TO GROW AT THE HIGHEST CAGR DURING THE FORECAST PERIOD 72
4.3 DATA GOVERNANCE MARKET: BY REGION 72
FIGURE 21 NORTH AMERICA ACCOUNTED FOR THE LARGEST MARKET SHARE IN 2019 72
4.4 DATA GOVERNANCE MARKET IN NORTH AMERICA, BY APPLICATION AND INDUSTRY VERTICAL 73
FIGURE 22 RISK MANAGEMENT AND BFSI SEGMENTS TO ACCOUNT FOR LARGEST MARKET SHARES IN THE NORTH AMERICAN DATA GOVERNANCE MARKET
IN 2020 73
5 MARKET OVERVIEW AND INDUSTRY TRENDS 74
5.1 INTRODUCTION 74
5.2 MARKET DYNAMICS 74
FIGURE 23 DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES:
DATA GOVERNANCE MARKET 74
5.2.1 DRIVERS 75
5.2.1.1 Growing regulatory compliance and privacy concerns for data security 75
5.2.1.2 Increasing demand to ensure high data quality and lineage throughout an organization’s data life cycle 75
5.2.1.3 Improving BI and analytics to decrease customer risks 75
5.2.2 RESTRAINTS 76
5.2.2.1 Integration of data from data silos 76
5.2.3 OPPORTUNITIES 76
5.2.3.1 Growing applications of AI in data governance 76
5.2.3.2 Adoption of DevOps across all company software 76
5.2.4 CHALLENGES 77
5.2.4.1 Complexities in governing security across BYOD and cloud platforms 77
5.2.4.2 Increased risk due to the lack of controlled governance with an end-to-end view in the time of COVID-19 77
5.2.4.3 Data governance problems resulting from the COVID-19 pandemic 77
5.2.5 CUMULATIVE GROWTH ANALYSIS 77
5.3 ADJACENT MARKETS 78
TABLE 7 ADJACENT MARKETS TO THE DATA GOVERNANCE MARKET 78
5.4 USE CASES 78
5.4.1 USE CASE: SCENARIO 1 78
5.4.2 USE CASE: SCENARIO 2 79
5.4.3 USE CASE: SCENARIO 3 79
5.4.4 USE CASE: SCENARIO 4 80
5.4.5 USE CASE: SCENARIO 5 81
5.4.6 USE CASE: SCENARIO 6 81
5.5 REGULATORY IMPLICATIONS 82
5.5.1 GENERAL DATA PROTECTION REGULATION 82
5.5.2 CALIFORNIA CONSUMER PRIVACY ACT 82
5.5.3 HEALTH INSURANCE PORTABILITY AND ACCOUNTABILITY ACT OF 1996 83
5.5.4 HEALTH INFORMATION TECHNOLOGY FOR ECONOMIC AND CLINICAL
HEALTH ACT 83
5.5.5 EUROPEAN MARKET INFRASTRUCTURE REGULATION 83
5.5.6 BASEL COMMITTEE ON BANKING SUPERVISION 239 COMPLIANCE 83
5.5.7 SARBANES-OXLEY ACT OF 2002 84
5.5.8 PERSONAL DATA PROTECTION ACT 84
6 DATA GOVERNANCE MARKET: COVID-19 IMPACT 85
FIGURE 24 DATA GOVERNANCE MARKET TO WITNESS A MINOR DECLINE BETWEEN 2020 AND 2021 85
7 DATA GOVERNANCE MARKET, BY APPLICATION 86
7.1 INTRODUCTION 87
7.1.1 APPLICATION: COVID-19 IMPACT 87
FIGURE 25 COMPLIANCE MANAGEMENT SEGMENT TO GROW AT THE HIGHEST CAGR DURING THE FORECAST PERIOD 87
TABLE 8 DATA GOVERNANCE MARKET SIZE, BY APPLICATION,
2014–2019 (USD MILLION) 88
TABLE 9 DATA GOVERNANCE MARKET SIZE, BY APPLICATION,
2019–2025 (USD MILLION) 88
7.2 INCIDENT MANAGEMENT 89
7.2.1 INCIDENT MANAGEMENT: DATA GOVERNANCE MARKET DRIVERS 89
TABLE 10 INCIDENT MANAGEMENT: DATA GOVERNANCE MARKET SIZE, BY REGION, 2014–2019 (USD MILLION) 89
TABLE 11 INCIDENT MANAGEMENT: DATA GOVERNANCE MARKET SIZE, BY REGION, 2019–2025 (USD MILLION) 90
7.3 PROCESS MANAGEMENT 90
7.3.1 PROCESS MANAGEMENT: DATA GOVERNANCE MARKET DRIVERS 90
TABLE 12 PROCESS MANAGEMENT: DATA GOVERNANCE MARKET SIZE, BY REGION, 2014–2019 (USD MILLION) 91
TABLE 13 PROCESS MANAGEMENT: DATA GOVERNANCE MARKET SIZE, BY REGION, 2019–2025 (USD MILLION) 91
7.4 COMPLIANCE MANAGEMENT 91
7.4.1 COMPLIANCE MANAGEMENT: DATA GOVERNANCE MARKET DRIVERS 92
TABLE 14 COMPLIANCE MANAGEMENT: DATA GOVERNANCE MARKET SIZE, BY REGION, 2014–2019 (USD MILLION) 92
TABLE 15 COMPLIANCE MANAGEMENT: DATA GOVERNANCE MARKET SIZE, BY REGION, 2019–2025 (USD MILLION) 92
7.5 RISK MANAGEMENT 93
7.5.1 RISK MANAGEMENT: DATA GOVERNANCE MARKET DRIVERS 93
TABLE 16 RISK MANAGEMENT: DATA GOVERNANCE MARKET SIZE, BY REGION,
2014–2019 (USD MILLION) 93
TABLE 17 RISK MANAGEMENT: DATA GOVERNANCE MARKET SIZE, BY REGION,
2019–2025 (USD MILLION) 94
7.6 AUDIT MANAGEMENT 94
7.6.1 AUDIT MANAGEMENT: DATA GOVERNANCE MARKET DRIVERS 94
TABLE 18 AUDIT MANAGEMENT: DATA GOVERNANCE MARKET SIZE, BY REGION, 2014–2019 (USD MILLION) 95
TABLE 19 AUDIT MANAGEMENT: DATA GOVERNANCE MARKET SIZE, BY REGION, 2019–2025 (USD MILLION) 95
7.7 DATA QUALITY AND SECURITY MANAGEMENT 96
7.7.1 DATA QUALITY AND SECURITY MANAGEMENT: DATA GOVERNANCE
MARKET DRIVERS 96
TABLE 20 DATA QUALITY AND SECURITY MANAGEMENT: DATA GOVERNANCE MARKET SIZE, BY REGION, 2014–2019 (USD MILLION) 96
TABLE 21 DATA QUALITY AND SECURITY MANAGEMENT: DATA GOVERNANCE MARKET SIZE, BY REGION, 2019–2025 (USD MILLION) 97
7.8 OTHERS 97
TABLE 22 OTHER APPLICATIONS: DATA GOVERNANCE MARKET SIZE, BY REGION, 2014–2019 (USD MILLION) 98
TABLE 23 OTHER APPLICATIONS: DATA GOVERNANCE MARKET SIZE, BY REGION, 2019–2025 (USD MILLION) 98
8 DATA GOVERNANCE MARKET, BY COMPONENT 99
8.1 INTRODUCTION 100
8.1.1 COMPONENT: COVID-19 IMPACT 100
FIGURE 26 SERVICES SEGMENT TO GROW AT A HIGHER CAGR DURING THE FORECAST PERIOD 100
TABLE 24 DATA GOVERNANCE MARKET SIZE, BY COMPONENT,
2014–2019 (USD MILLION) 101
TABLE 25 DATA GOVERNANCE MARKET SIZE, BY COMPONENT,
2019–2025 (USD MILLION) 101
8.2 SOLUTIONS 101
8.2.1 SOLUTIONS: DATA GOVERNANCE MARKET DRIVERS 102
TABLE 26 SOLUTIONS: DATA GOVERNANCE MARKET SIZE, BY REGION, 2014–2019 (USD MILLION) 102
TABLE 27 SOLUTIONS: DATA GOVERNANCE MARKET SIZE, BY REGION, 2019–2025 (USD MILLION) 102
8.3 SERVICES 103
8.3.1 SERVICES: DATA GOVERNANCE MARKET DRIVERS 103
FIGURE 27 PROFESSIONAL SERVICES SEGMENT TO GROW AT A HIGHER CAGR DURING THE FORECAST PERIOD 103
TABLE 28 SERVICES: DATA GOVERNANCE MARKET SIZE, BY REGION,
2014–2019 (USD MILLION) 104
TABLE 29 SERVICES: DATA GOVERNANCE MARKET SIZE, BY REGION,
2019–2025 (USD MILLION) 104
TABLE 30 SERVICES: DATA GOVERNANCE MARKET SIZE, BY TYPE,
2014–2019 (USD MILLION) 104
TABLE 31 SERVICES: DATA GOVERNANCE MARKET SIZE, BY TYPE,
2019–2025 (USD MILLION) 105
8.3.2 MANAGED SERVICES 105
TABLE 32 MANAGED SERVICES MARKET SIZE, BY REGION, 2014–2019 (USD MILLION) 105
TABLE 33 MANAGED SERVICES MARKET SIZE, BY REGION, 2019–2025 (USD MILLION) 106
8.3.3 PROFESSIONAL SERVICES 106
FIGURE 28 DEPLOYMENT AND INTEGRATION SERVICES SEGMENT TO GROW AT A HIGHER CAGR DURING THE FORECAST PERIOD 106
TABLE 34 DATA GOVERNANCE MARKET SIZE, BY PROFESSIONAL SERVICE,
2014–2019 (USD MILLION) 107
TABLE 35 DATA GOVERNANCE MARKET SIZE, BY PROFESSIONAL SERVICE,
2019–2025 (USD MILLION) 107
TABLE 36 PROFESSIONAL SERVICES MARKET SIZE, BY REGION,
2014–2019 (USD MILLION) 107
TABLE 37 PROFESSIONAL SERVICES MARKET SIZE, BY REGION,
2019–2025 (USD MILLION) 108
8.3.3.1 Consulting Services 108
TABLE 38 CONSULTING SERVICES MARKET SIZE, BY REGION,
2014–2019 (USD MILLION) 108
TABLE 39 CONSULTING SERVICES MARKET SIZE, BY REGION,
2019–2025 (USD MILLION) 109
8.3.3.2 Support and maintenance 109
TABLE 40 SUPPORT AND MAINTENANCE SERVICES MARKET SIZE, BY REGION,
2014–2019 (USD MILLION) 109
TABLE 41 SUPPORT AND MAINTENANCE SERVICES MARKET SIZE, BY REGION,
2019–2025 (USD MILLION) 110
8.3.3.3 Deployment and integration 110
TABLE 42 DEPLOYMENT AND INTEGRATION SERVICES MARKET SIZE, BY REGION, 2014–2019 (USD MILLION) 110
TABLE 43 DEPLOYMENT AND INTEGRATION SERVICES MARKET SIZE, BY REGION, 2019–2025 (USD MILLION) 111
9 DATA GOVERNANCE MARKET, BY DEPLOYMENT MODEL 112
9.1 INTRODUCTION 113
9.1.1 DEPLOYMENT MODEL: COVID-19 IMPACT 113
FIGURE 29 ON-PREMISES SEGMENT TO REGISTER A HIGHER CAGR DURING THE FORECAST PERIOD 113
TABLE 44 DATA GOVERNANCE MARKET SIZE, BY DEPLOYMENT MODEL,
2014–2019 (USD MILLION) 113
TABLE 45 DATA GOVERNANCE MARKET SIZE, BY DEPLOYMENT MODEL,
2019–2025 (USD MILLION) 114
9.2 ON-PREMISES 114
9.2.1 ON-PREMISES: DATA GOVERNANCE MARKET DRIVERS 114
TABLE 46 ON-PREMISES: DATA GOVERNANCE MARKET SIZE, BY REGION,
2014–2019 (USD MILLION) 114
TABLE 47 ON-PREMISES: DATA GOVERNANCE MARKET SIZE, BY REGION,
2019–2025 (USD MILLION) 115
9.3 CLOUD 115
9.3.1 CLOUD: DATA GOVERNANCE MARKET DRIVERS 115
TABLE 48 CLOUD: DATA GOVERNANCE MARKET SIZE, BY REGION,
2014–2019 (USD MILLION) 116
TABLE 49 CLOUD: DATA GOVERNANCE MARKET SIZE, BY REGION,
2019–2025 (USD MILLION) 116
10 DATA GOVERNANCE MARKET, BY ORGANIZATION SIZE 117
10.1 INTRODUCTION 118
10.1.1 ORGANIZATION SIZE: COVID-19 IMPACT 118
FIGURE 30 SMALL AND MEDIUM-SIZED ENTERPRISES SEGMENT TO GROW AT A HIGHER CAGR DURING THE FORECAST PERIOD 118
TABLE 50 DATA GOVERNANCE MARKET SIZE, BY ORGANIZATION SIZE,
2014–2019 (USD MILLION) 118
TABLE 51 DATA GOVERNANCE MARKET SIZE, BY ORGANIZATION SIZE,
2019–2025 (USD MILLION) 119
10.2 SMALL AND MEDIUM-SIZED ENETRPRISES 119
10.2.1 SMALL AND MEDIUM-SIZED ENTERPRISES: DATA GOVERNANCE MARKET DRIVERS 119
TABLE 52 SMALL AND MEDIUM-SIZED ENTERPRISES: DATA GOVERNANCE MARKET SIZE, BY REGION, 2014–2019 (USD MILLION) 120
TABLE 53 SMALL AND MEDIUM-SIZED ENTERPRISES: DATA GOVERNANCE MARKET SIZE, BY REGION, 2019–2025 (USD MILLION) 120
10.3 LARGE ENTERPRISES 120
10.3.1 LARGE ENTERPRISES: DATA GOVERNANCE MARKET DRIVERS 121
TABLE 54 LARGE ENTERPRISES: DATA GOVERNANCE MARKET SIZE, BY REGION,
2014–2019 (USD MILLION) 121
TABLE 55 LARGE ENTERPRISES: DATA GOVERNANCE MARKET SIZE, BY REGION,
2019–2025 (USD MILLION) 121
11 DATA GOVERNANCE MARKET, BY VERTICAL 122
11.1 INTRODUCTION 123
11.1.1 INDUSTRY VERTICAL: COVID-19 IMPACT 123
FIGURE 31 TELECOM AND IT VERTICAL TO GROW AT THE HIGHEST CAGR DURING THE FORECAST PERIOD 124
TABLE 56 DATA GOVERNANCE MARKET SIZE, BY VERTICAL, 2014–2019 (USD MILLION) 124
TABLE 57 DATA GOVERNANCE MARKET SIZE, BY VERTICAL, 2019–2025 (USD MILLION) 125
11.2 BANKING, FINANCIAL SERVICES AND INSURANCE 125
11.2.1 BANKING, FINANCIAL SERVICES AND INSURANCE: DATA GOVERNANCE MARKET DRIVERS 125
TABLE 58 BANKING, FINANCIAL SERVICES AND INSURANCE: DATA GOVERNANCE MARKET SIZE, BY REGION, 2014–2019 (USD MILLION) 126
TABLE 59 BANKING, FINANCIAL SERVICES AND INSURANCE: DATA GOVERNANCE MARKET SIZE, BY REGION, 2019–2025 (USD MILLION) 126
11.3 RETAIL AND CONSUMER GOODS 126
11.3.1 RETAIL AND CONSUMER GOODS: DATA GOVERNANCE MARKET DRIVERS 127
TABLE 60 RETAIL AND CONSUMER GOODS: DATA GOVERNANCE MARKET SIZE,
BY REGION, 2014–2019 (USD MILLION) 127
TABLE 61 RETAIL AND CONSUMER GOODS: DATA GOVERNANCE MARKET SIZE,
BY REGION, 2019–2025 (USD MILLION) 127
11.4 GOVERNMENT 128
11.4.1 GOVERNMENT: DATA GOVERNANCE MARKET DRIVERS 128
TABLE 62 GOVERNMENT: DATA GOVERNANCE MARKET SIZE, BY REGION,
2014–2019 (USD MILLION) 128
TABLE 63 GOVERNMENT: DATA GOVERNANCE MARKET SIZE, BY REGION,
2019–2025 (USD MILLION) 129
11.5 HEALTHCARE 129
11.5.1 HEALTHCARE: DATA GOVERNANCE MARKET DRIVERS 129
TABLE 64 HEALTHCARE: DATA GOVERNANCE MARKET SIZE, BY REGION,
2014–2019 (USD MILLION) 130
TABLE 65 HEALTHCARE: DATA GOVERNANCE MARKET SIZE, BY REGION,
2019–2025 (USD MILLION) 130
11.6 MANUFACTURING 130
11.6.1 MANUFACTURING: DATA GOVERNANCE MARKET DRIVERS 131
TABLE 66 MANUFACTURING: DATA GOVERNANCE MARKET SIZE, BY REGION,
2014–2019 (USD MILLION) 131
TABLE 67 MANUFACTURING: DATA GOVERNANCE MARKET SIZE, BY REGION,
2019–2025 (USD MILLION) 131
11.7 TELECOM AND IT 132
11.7.1 TELECOM AND IT: DATA GOVERNANCE MARKET DRIVERS 132
TABLE 68 TELECOM AND IT: DATA GOVERNANCE MARKET SIZE, BY REGION,
2014–2019 (USD MILLION) 132
TABLE 69 TELECOM AND IT: DATA GOVERNANCE MARKET SIZE, BY REGION,
2019–2025 (USD MILLION) 132
11.8 ENERGY AND UTILITIES 133
11.8.1 ENERGY AND UTILITIES: DATA GOVERNANCE MARKET DRIVERS 133
TABLE 70 ENERGY AND UTILITIES: DATA GOVERNANCE MARKET SIZE, BY REGION, 2014–2019 (USD MILLION) 133
TABLE 71 ENERGY AND UTILITIES: DATA GOVERNANCE MARKET SIZE, BY REGION, 2019–2025 (USD MILLION) 134
11.9 TRANSPORTATION AND LOGISTICS 134
11.9.1 TRANSPORTATION AND LOGISTICS: DATA GOVERNANCE MARKET DRIVERS 134
TABLE 72 TRANSPORTATION AND LOGISTICS: DATA GOVERNANCE MARKET SIZE,
BY REGION, 2014–2019 (USD MILLION) 135
TABLE 73 TRANSPORTATION AND LOGISTICS: DATA GOVERNANCE MARKET SIZE,
BY REGION, 2019–2025 (USD MILLION) 135
11.10 OTHERS 136
TABLE 74 OTHER VERTICALS: DATA GOVERNANCE MARKET SIZE, BY REGION,
2014–2019 (USD MILLION) 136
TABLE 75 OTHER VERTICALS: DATA GOVERNANCE MARKET SIZE, BY REGION,
2019–2025 (USD MILLION) 136
12 DATA GOVERNANCE MARKET, BY REGION 138
12.1 INTRODUCTION 139
FIGURE 32 ASIA PACIFIC TO HAVE THE HIGHEST CAGR IN THE DATA GOVERNANCE MARKET DURING THE FORECAST PERIOD 139
FIGURE 33 INDIA TO HAVE THE HIGHEST CAGR IN THE DATA GOVERNANCE MARKET DURING THE FORECAST PERIOD 140
FIGURE 34 NORTH AMERICA TO HOLD THE LARGEST SHARE DURING THE
FORECAST PERIOD 140
TABLE 76 DATA GOVERNANCE MARKET SIZE, BY REGION, 2014–2019 (USD MILLION) 141
TABLE 77 DATA GOVERNANCE MARKET SIZE, BY REGION, 2019–2025 (USD MILLION) 141
12.2 NORTH AMERICA 142
12.2.1 NORTH AMERICA: DATA GOVERNANCE MARKET DRIVERS 142
12.2.2 NORTH AMERICA: COVID-19 IMPACT 142
FIGURE 35 NORTH AMERICA: MARKET SNAPSHOT 143
TABLE 78 NORTH AMERICA: DATA GOVERNANCE MARKET SIZE, BY COMPONENT, 2014–2019 (USD MILLION) 143
TABLE 79 NORTH AMERICA: DATA GOVERNANCE MARKET SIZE, BY COMPONENT, 2019–2025 (USD MILLION) 144
TABLE 80 NORTH AMERICA: DATA GOVERNANCE MARKET SIZE, BY SERVICE,
2014–2019 (USD MILLION) 144
TABLE 81 NORTH AMERICA: DATA GOVERNANCE MARKET SIZE, BY SERVICE,
2019–2025 (USD MILLION) 144
TABLE 82 NORTH AMERICA: DATA GOVERNANCE MARKET SIZE, BY PROFESSIONAL SERVICE, 2014–2019 (USD MILLION) 145
TABLE 83 NORTH AMERICA: DATA GOVERNANCE MARKET SIZE, BY PROFESSIONAL SERVICE, 2019–2025 (USD MILLION) 145
TABLE 84 NORTH AMERICA: DATA GOVERNANCE MARKET SIZE, BY APPLICATION, 2014–2019 (USD MILLION) 145
TABLE 85 NORTH AMERICA: DATA GOVERNANCE MARKET SIZE, BY APPLICATION, 2019–2025 (USD MILLION) 146
TABLE 86 NORTH AMERICA: DATA GOVERNANCE MARKET SIZE, BY DEPLOYMENT MODEL, 2014–2019 (USD MILLION) 146
TABLE 87 NORTH AMERICA: DATA GOVERNANCE MARKET SIZE, BY DEPLOYMENT MODEL, 2019–2025 (USD MILLION) 146
TABLE 88 NORTH AMERICA: DATA GOVERNANCE MARKET SIZE, BY ORGANIZATION SIZE, 2014–2019 (USD MILLION) 147
TABLE 89 NORTH AMERICA: DATA GOVERNANCE MARKET SIZE, BY ORGANIZATION SIZE, 2019–2025 (USD MILLION) 147
TABLE 90 NORTH AMERICA: DATA GOVERNANCE MARKET SIZE, BY VERTICAL,
2014–2019 (USD MILLION) 148
TABLE 91 NORTH AMERICA: DATA GOVERNANCE MARKET SIZE, BY VERTICAL,
2019–2025 (USD MILLION) 148
TABLE 92 NORTH AMERICA: DATA GOVERNANCE MARKET SIZE, BY COUNTRY,
2014–2019 (USD MILLION) 149
TABLE 93 NORTH AMERICA: DATA GOVERNANCE MARKET SIZE, BY COUNTRY,
2019–2025 (USD MILLION) 149
12.2.3 UNITED STATES 149
TABLE 94 US: DATA GOVERNANCE MARKET SIZE, BY COMPONENT,
2014–2019 (USD MILLION) 149
TABLE 95 US: DATA GOVERNANCE MARKET SIZE, BY COMPONENT,
2019–2025 (USD MILLION) 150
TABLE 96 US: DATA GOVERNANCE MARKET SIZE, BY SERVICE,
2014–2019 (USD MILLION) 150
TABLE 97 US: DATA GOVERNANCE MARKET SIZE, BY SERVICE,
2019–2025 (USD MILLION) 150
TABLE 98 US: DATA GOVERNANCE MARKET SIZE, BY PROFESSIONAL SERVICE,
2014–2019 (USD MILLION) 151
TABLE 99 US: DATA GOVERNANCE MARKET SIZE, BY PROFESSIONAL SERVICE,
2019–2025 (USD MILLION) 151
TABLE 100 US: DATA GOVERNANCE MARKET SIZE, BY DEPLOYMENT MODEL,
2014–2019 (USD MILLION) 151
TABLE 101 US: DATA GOVERNANCE MARKET SIZE, BY DEPLOYMENT MODEL,
2019–2025 (USD MILLION) 152
TABLE 102 US: DATA GOVERNANCE MARKET SIZE, BY ORGANIZATION SIZE,
2014–2019 (USD MILLION) 152
TABLE 103 US: DATA GOVERNANCE MARKET SIZE, BY ORGANIZATION SIZE,
2019–2025 (USD MILLION) 152
12.2.4 CANADA 153
TABLE 104 CANADA: DATA GOVERNANCE MARKET SIZE, BY COMPONENT,
2014–2019 (USD MILLION) 153
TABLE 105 CANADA: DATA GOVERNANCE MARKET SIZE, BY COMPONENT,
2019–2025 (USD MILLION) 153
TABLE 106 CANADA: DATA GOVERNANCE MARKET SIZE, BY SERVICE,
2014–2019 (USD MILLION) 153
TABLE 107 CANADA: DATA GOVERNANCE MARKET SIZE, BY SERVICE,
2019–2025 (USD MILLION) 154
TABLE 108 CANADA: DATA GOVERNANCE MARKET SIZE, BY PROFESSIONAL SERVICE, 2014–2019 (USD MILLION) 154
TABLE 109 CANADA: DATA GOVERNANCE MARKET SIZE, BY PROFESSIONAL SERVICE, 2019–2025 (USD MILLION) 154
TABLE 110 CANADA: DATA GOVERNANCE MARKET SIZE, BY DEPLOYMENT MODEL, 2014–2019 (USD MILLION) 155
TABLE 111 CANADA: DATA GOVERNANCE MARKET SIZE, BY DEPLOYMENT MODEL, 2019–2025 (USD MILLION) 155
TABLE 112 CANADA: DATA GOVERNANCE MARKET SIZE, BY ORGANIZATION SIZE,
2014–2019 (USD MILLION) 155
TABLE 113 CANADA: DATA GOVERNANCE MARKET SIZE, BY ORGANIZATION SIZE,
2019–2025 (USD MILLION) 156
12.3 EUROPE 156
12.3.1 EUROPE: DATA GOVERNANCE MARKET DRIVERS 156
12.3.2 EUROPE: COVID-19 IMPACT 157
TABLE 114 EUROPE: DATA GOVERNANCE MARKET SIZE, BY COMPONENT,
2014–2019 (USD MILLION) 157
TABLE 115 EUROPE: DATA GOVERNANCE MARKET SIZE, BY COMPONENT,
2019–2025 (USD MILLION) 157
TABLE 116 EUROPE: DATA GOVERNANCE MARKET SIZE, BY SERVICE,
2014–2019 (USD MILLION) 158
TABLE 117 EUROPE: DATA GOVERNANCE MARKET SIZE, BY SERVICE,
2019–2025 (USD MILLION) 158
TABLE 118 EUROPE: DATA GOVERNANCE MARKET SIZE, BY PROFESSIONAL SERVICE, 2014–2019 (USD MILLION) 158
TABLE 119 EUROPE: DATA GOVERNANCE MARKET SIZE, BY PROFESSIONAL SERVICE, 2019–2025 (USD MILLION) 159
TABLE 120 EUROPE: DATA GOVERNANCE MARKET SIZE, BY APPLICATION,
2014–2019 (USD MILLION) 159
TABLE 121 EUROPE: DATA GOVERNANCE MARKET SIZE, BY APPLICATION,
2019–2025 (USD MILLION) 160
TABLE 122 EUROPE: DATA GOVERNANCE MARKET SIZE, BY DEPLOYMENT MODEL, 2014–2019 (USD MILLION) 160
TABLE 123 EUROPE: DATA GOVERNANCE MARKET SIZE, BY DEPLOYMENT MODEL, 2019–2025 (USD MILLION) 160
TABLE 124 EUROPE: DATA GOVERNANCE MARKET SIZE, BY ORGANIZATION SIZE,
2014–2019 (USD MILLION) 161
TABLE 125 EUROPE: DATA GOVERNANCE MARKET SIZE, BY ORGANIZATION SIZE,
2019–2025 (USD MILLION) 161
TABLE 126 EUROPE: DATA GOVERNANCE MARKET SIZE, BY VERTICAL,
2014–2019 (USD MILLION) 162
TABLE 127 EUROPE: DATA GOVERNANCE MARKET SIZE, BY VERTICAL,
2019–2025 (USD MILLION) 162
TABLE 128 EUROPE: DATA GOVERNANCE MARKET SIZE, BY COUNTRY,
2014–2019 (USD MILLION) 163
TABLE 129 EUROPE: DATA GOVERNANCE MARKET SIZE, BY COUNTRY,
2019–2025 (USD MILLION) 163
12.3.3 UNITED KINGDOM 163
TABLE 130 UK: DATA GOVERNANCE MARKET SIZE, BY COMPONENT,
2014–2019 (USD MILLION) 164
TABLE 131 UK: DATA GOVERNANCE MARKET SIZE, BY COMPONENT,
2019–2025 (USD MILLION) 164
TABLE 132 UK: DATA GOVERNANCE MARKET SIZE, BY SERVICE,
2014–2019 (USD MILLION) 164
TABLE 133 UK: DATA GOVERNANCE MARKET SIZE, BY SERVICE,
2019–2025 (USD MILLION) 164
TABLE 134 UK: DATA GOVERNANCE MARKET SIZE, BY PROFESSIONAL SERVICE,
2014–2019 (USD MILLION) 165
TABLE 135 UK: DATA GOVERNANCE MARKET SIZE, BY PROFESSIONAL SERVICE,
2019–2025 (USD MILLION) 165
TABLE 136 UK: DATA GOVERNANCE MARKET SIZE, BY DEPLOYMENT MODEL,
2014–2019 (USD MILLION) 165
TABLE 137 UK: DATA GOVERNANCE MARKET SIZE, BY DEPLOYMENT MODEL,
2019–2025 (USD MILLION) 166
TABLE 138 UK: DATA GOVERNANCE MARKET SIZE, BY ORGANIZATION SIZE,
2014–2019 (USD MILLION) 166
TABLE 139 UK: DATA GOVERNANCE MARKET SIZE, BY ORGANIZATION SIZE,
2019–2025 (USD MILLION) 166
12.3.4 FRANCE 167
TABLE 140 FRANCE: DATA GOVERNANCE MARKET SIZE, BY COMPONENT,
2014–2019 (USD MILLION) 167
TABLE 141 FRANCE: DATA GOVERNANCE MARKET SIZE, BY COMPONENT,
2019–2025 (USD MILLION) 167
TABLE 142 FRANCE: DATA GOVERNANCE MARKET SIZE, BY SERVICE,
2014–2019 (USD MILLION) 167
TABLE 143 FRANCE: DATA GOVERNANCE MARKET SIZE, BY SERVICE,
2019–2025 (USD MILLION) 168
TABLE 144 FRANCE: DATA GOVERNANCE MARKET SIZE, BY PROFESSIONAL SERVICE, 2014–2019 (USD MILLION) 168
TABLE 145 FRANCE: DATA GOVERNANCE MARKET SIZE, BY PROFESSIONAL SERVICE, 2019–2025 (USD MILLION) 168
TABLE 146 FRANCE: DATA GOVERNANCE MARKET SIZE, BY DEPLOYMENT MODEL, 2014–2019 (USD MILLION) 169
TABLE 147 FRANCE: DATA GOVERNANCE MARKET SIZE, BY DEPLOYMENT MODEL, 2019–2025 (USD MILLION) 169
TABLE 148 FRANCE: DATA GOVERNANCE MARKET SIZE, BY ORGANIZATION SIZE,
2014–2019 (USD MILLION) 169
TABLE 149 FRANCE: DATA GOVERNANCE MARKET SIZE, BY ORGANIZATION SIZE,
2019–2025 (USD MILLION) 170
12.3.5 GERMANY 170
TABLE 150 GERMANY: DATA GOVERNANCE MARKET SIZE, BY COMPONENT,
2014–2019 (USD MILLION) 170
TABLE 151 GERMANY: DATA GOVERNANCE MARKET SIZE, BY COMPONENT,
2019–2025 (USD MILLION) 170
TABLE 152 GERMANY: DATA GOVERNANCE MARKET SIZE, BY SERVICE,
2014–2019 (USD MILLION) 171
TABLE 153 GERMANY: DATA GOVERNANCE MARKET SIZE, BY SERVICE,
2019–2025 (USD MILLION) 171
TABLE 154 GERMANY: DATA GOVERNANCE MARKET SIZE, BY PROFESSIONAL SERVICE, 2014–2019 (USD MILLION) 171
TABLE 155 GERMANY: DATA GOVERNANCE MARKET SIZE, BY PROFESSIONAL SERVICE, 2019–2025 (USD MILLION) 172
TABLE 156 GERMANY: DATA GOVERNANCE MARKET SIZE, BY DEPLOYMENT MODEL, 2014–2019 (USD MILLION) 172
TABLE 157 GERMANY: DATA GOVERNANCE MARKET SIZE, BY DEPLOYMENT MODEL, 2019–2025 (USD MILLION) 172
TABLE 158 GERMANY: DATA GOVERNANCE MARKET SIZE, BY ORGANIZATION SIZE, 2014–2019 (USD MILLION) 173
TABLE 159 GERMANY: DATA GOVERNANCE MARKET SIZE, BY ORGANIZATION SIZE, 2019–2025 (USD MILLION) 173
12.3.6 REST OF EUROPE 173
12.4 ASIA PACIFIC 174
12.4.1 ASIA PACIFIC: DATA GOVERNANCE MARKET DRIVERS 174
12.4.2 ASIA PACIFIC: COVID-19 IMPACT 175
FIGURE 36 ASIA PACIFIC: MARKET SNAPSHOT 176
TABLE 160 ASIA PACIFIC: DATA GOVERNANCE MARKET SIZE, BY COMPONENT,
2014–2019 (USD MILLION) 176
TABLE 161 ASIA PACIFIC: DATA GOVERNANCE MARKET SIZE, BY COMPONENT,
2019–2025 (USD MILLION) 177
TABLE 162 ASIA PACIFIC: DATA GOVERNANCE MARKET SIZE, BY SERVICE,
2014–2019 (USD MILLION) 177
TABLE 163 ASIA PACIFIC: DATA GOVERNANCE MARKET SIZE, BY SERVICE,
2019–2025 (USD MILLION) 177
TABLE 164 ASIA PACIFIC: DATA GOVERNANCE MARKET SIZE, BY PROFESSIONAL SERVICE, 2014–2019 (USD MILLION) 178
TABLE 165 ASIA PACIFIC: DATA GOVERNANCE MARKET SIZE, BY PROFESSIONAL SERVICE, 2019–2025 (USD MILLION) 178
TABLE 166 ASIA PACIFIC: DATA GOVERNANCE MARKET SIZE, BY APPLICATION,
2014–2019 (USD MILLION) 178
TABLE 167 ASIA PACIFIC: DATA GOVERNANCE MARKET SIZE, BY APPLICATION,
2019–2025 (USD MILLION) 179
TABLE 168 ASIA PACIFIC: DATA GOVERNANCE MARKET SIZE, BY DEPLOYMENT MODEL, 2014–2019 (USD MILLION) 179
TABLE 169 ASIA PACIFIC: DATA GOVERNANCE MARKET SIZE, BY DEPLOYMENT MODEL, 2019–2025 (USD MILLION) 179
TABLE 170 ASIA PACIFIC: DATA GOVERNANCE MARKET SIZE, BY ORGANIZATION SIZE, 2014–2019 (USD MILLION) 180
TABLE 171 ASIA PACIFIC: DATA GOVERNANCE MARKET SIZE, BY ORGANIZATION SIZE, 2019–2025 (USD MILLION) 180
TABLE 172 ASIA PACIFIC: DATA GOVERNANCE MARKET SIZE, BY VERTICAL,
2014–2019 (USD MILLION) 181
TABLE 173 ASIA PACIFIC: DATA GOVERNANCE MARKET SIZE, BY VERTICAL,
2019–2025 (USD MILLION) 181
TABLE 174 ASIA PACIFIC: DATA GOVERNANCE MARKET SIZE, BY COUNTRY,
2014–2019 (USD MILLION) 182
TABLE 175 ASIA PACIFIC: DATA GOVERNANCE MARKET SIZE, BY COUNTRY,
2019–2025 (USD MILLION) 182
12.4.3 CHINA 182
TABLE 176 CHINA: DATA GOVERNANCE MARKET SIZE, BY COMPONENT,
2014–2019 (USD MILLION) 183
TABLE 177 CHINA: DATA GOVERNANCE MARKET SIZE, BY COMPONENT,
2019–2025 (USD MILLION) 183
TABLE 178 CHINA: DATA GOVERNANCE MARKET SIZE, BY SERVICE,
2014–2019 (USD MILLION) 183
TABLE 179 CHINA: DATA GOVERNANCE MARKET SIZE, BY SERVICE,
2019–2025 (USD MILLION) 183
TABLE 180 CHINA: DATA GOVERNANCE MARKET SIZE, BY PROFESSIONAL SERVICE, 2014–2019 (USD MILLION) 184
TABLE 181 CHINA: DATA GOVERNANCE MARKET SIZE, BY PROFESSIONAL SERVICE, 2019–2025 (USD MILLION) 184
TABLE 182 CHINA: DATA GOVERNANCE MARKET SIZE, BY DEPLOYMENT MODEL,
2014–2019 (USD MILLION) 184
TABLE 183 CHINA: DATA GOVERNANCE MARKET SIZE, BY DEPLOYMENT MODEL,
2019–2025 (USD MILLION) 185
TABLE 184 CHINA: DATA GOVERNANCE MARKET SIZE, BY ORGANIZATION SIZE,
2014–2019 (USD MILLION) 185
TABLE 185 CHINA: DATA GOVERNANCE MARKET SIZE, BY ORGANIZATION SIZE,
2019–2025 (USD MILLION) 185
12.4.4 INDIA 186
TABLE 186 INDIA: DATA GOVERNANCE MARKET SIZE, BY COMPONENT,
2014–2019 (USD MILLION) 186
TABLE 187 INDIA: DATA GOVERNANCE MARKET SIZE, BY COMPONENT,
2019–2025 (USD MILLION) 186
TABLE 188 INDIA: DATA GOVERNANCE MARKET SIZE, BY SERVICE,
2014–2019 (USD MILLION) 186
TABLE 189 INDIA: DATA GOVERNANCE MARKET SIZE, BY SERVICE,
2019–2025 (USD MILLION) 187
TABLE 190 INDIA: DATA GOVERNANCE MARKET SIZE, BY PROFESSIONAL SERVICE, 2014–2019 (USD MILLION) 187
TABLE 191 INDIA: DATA GOVERNANCE MARKET SIZE, BY PROFESSIONAL SERVICE, 2019–2025 (USD MILLION) 187
TABLE 192 INDIA: DATA GOVERNANCE MARKET SIZE, BY DEPLOYMENT MODEL,
2014–2019 (USD MILLION) 188
TABLE 193 INDIA: DATA GOVERNANCE MARKET SIZE, BY DEPLOYMENT MODEL,
2019–2025 (USD MILLION) 188
TABLE 194 INDIA: DATA GOVERNANCE MARKET SIZE, BY ORGANIZATION SIZE,
2014–2019 (USD MILLION) 188
TABLE 195 INDIA: DATA GOVERNANCE MARKET SIZE, BY ORGANIZATION SIZE,
2019–2025 (USD MILLION) 189
12.4.5 JAPAN 189
TABLE 196 JAPAN: DATA GOVERNANCE MARKET SIZE, BY COMPONENT, 2014–2019 (USD MILLION) 189
TABLE 197 JAPAN: DATA GOVERNANCE MARKET SIZE, BY COMPONENT, 2019–2025 (USD MILLION) 189
TABLE 198 JAPAN: DATA GOVERNANCE MARKET SIZE, BY SERVICE,
2014–2019 (USD MILLION) 190
TABLE 199 JAPAN: DATA GOVERNANCE MARKET SIZE, BY SERVICE,
2019–2025 (USD MILLION) 190
TABLE 200 JAPAN: DATA GOVERNANCE MARKET SIZE, BY PROFESSIONAL SERVICE, 2014–2019 (USD MILLION) 190
TABLE 201 JAPAN: DATA GOVERNANCE MARKET SIZE, BY PROFESSIONAL SERVICE, 2019–2025 (USD MILLION) 191
TABLE 202 JAPAN: DATA GOVERNANCE MARKET SIZE, BY DEPLOYMENT MODEL,
2014–2019 (USD MILLION) 191
TABLE 203 JAPAN: DATA GOVERNANCE MARKET SIZE, BY DEPLOYMENT MODEL,
2019–2025 (USD MILLION) 191
TABLE 204 JAPAN: DATA GOVERNANCE MARKET SIZE, BY ORGANIZATION SIZE,
2014–2019 (USD MILLION) 192
TABLE 205 JAPAN: DATA GOVERNANCE MARKET SIZE, BY ORGANIZATION SIZE,
2019–2025 (USD MILLION) 192
12.4.6 REST OF ASIA PACIFIC 192
12.5 LATIN AMERICA 192
12.5.1 LATIN AMERICA: DATA GOVERNANCE MARKET DRIVERS 193
12.5.2 LATIN AMERICA: COVID-19 IMPACT 193
TABLE 206 LATIN AMERICA: DATA GOVERNANCE MARKET SIZE, BY COMPONENT,
2014–2019 (USD MILLION) 193
TABLE 207 LATIN AMERICA: DATA GOVERNANCE MARKET SIZE, BY COMPONENT,
2019–2025 (USD MILLION) 193
TABLE 208 LATIN AMERICA: DATA GOVERNANCE MARKET SIZE, BY SERVICE,
2014–2019 (USD MILLION) 194
TABLE 209 LATIN AMERICA: DATA GOVERNANCE MARKET SIZE, BY SERVICE,
2019–2025 (USD MILLION) 194
TABLE 210 LATIN AMERICA: DATA GOVERNANCE MARKET SIZE, BY PROFESSIONAL SERVICE, 2014–2019 (USD MILLION) 194
TABLE 211 LATIN AMERICA: DATA GOVERNANCE MARKET SIZE, BY PROFESSIONAL SERVICE, 2019–2025 (USD MILLION) 195
TABLE 212 LATIN AMERICA: DATA GOVERNANCE MARKET SIZE, BY APPLICATION,
2014–2019 (USD MILLION) 195
TABLE 213 LATIN AMERICA: DATA GOVERNANCE MARKET SIZE, BY APPLICATION,
2019–2025 (USD MILLION) 196
TABLE 214 LATIN AMERICA: DATA GOVERNANCE MARKET SIZE, BY DEPLOYMENT MODEL, 2014–2019 (USD MILLION) 196
TABLE 215 LATIN AMERICA: DATA GOVERNANCE MARKET SIZE, BY DEPLOYMENT MODEL, 2019–2025 (USD MILLION) 196
TABLE 216 LATIN AMERICA: DATA GOVERNANCE MARKET SIZE, BY ORGANIZATION SIZE, 2014–2019 (USD MILLION) 197
TABLE 217 LATIN AMERICA: DATA GOVERNANCE MARKET SIZE, BY ORGANIZATION SIZE, 2019–2025 (USD MILLION) 197
TABLE 218 LATIN AMERICA: DATA GOVERNANCE MARKET SIZE, BY VERTICAL,
2014–2019 (USD MILLION) 198
TABLE 219 LATIN AMERICA: DATA GOVERNANCE MARKET SIZE, BY VERTICAL,
2019–2025 (USD MILLION) 198
12.5.3 BRAZIL 199
12.5.4 MEXICO 199
12.5.5 REST OF LATIN AMERICA 199
12.6 MIDDLE EAST AND AFRICA 199
12.6.1 MIDDLE EAST AND AFRICA: DATA GOVERNANCE MARKET DRIVERS 200
12.6.2 MIDDLE EAST AND AFRICA: COVID-19 IMPACT 200
TABLE 220 MIDDLE EAST AND AFRICA: DATA GOVERNANCE MARKET SIZE,
BY COMPONENT, 2014–2019 (USD MILLION) 201
TABLE 221 MIDDLE EAST AND AFRICA: DATA GOVERNANCE MARKET SIZE,
BY COMPONENT, 2019–2025 (USD MILLION) 201
TABLE 222 MIDDLE EAST AND AFRICA: DATA GOVERNANCE MARKET SIZE, BY SERVICE, 2014–2019 (USD MILLION) 201
TABLE 223 MIDDLE EAST AND AFRICA: DATA GOVERNANCE MARKET SIZE, BY SERVICE, 2019–2025 (USD MILLION) 202
TABLE 224 MIDDLE EAST AND AFRICA: DATA GOVERNANCE MARKET SIZE,
BY PROFESSIONAL SERVICE, 2014–2019 (USD MILLION) 202
TABLE 225 MIDDLE EAST AND AFRICA: DATA GOVERNANCE MARKET SIZE,
BY PROFESSIONAL SERVICE, 2019–2025 (USD MILLION) 202
TABLE 226 MIDDLE EAST AND AFRICA: DATA GOVERNANCE MARKET SIZE,
BY APPLICATION, 2014–2019 (USD MILLION) 203
TABLE 227 MIDDLE EAST AND AFRICA: DATA GOVERNANCE MARKET SIZE,
BY APPLICATION, 2019–2025 (USD MILLION) 203
TABLE 228 MIDDLE EAST AND AFRICA: DATA GOVERNANCE MARKET SIZE,
BY DEPLOYMENT MODEL, 2014–2019 (USD MILLION) 204
TABLE 229 MIDDLE EAST AND AFRICA: DATA GOVERNANCE MARKET SIZE,
BY DEPLOYMENT MODEL, 2019–2025 (USD MILLION) 204
TABLE 230 MIDDLE EAST AND AFRICA: DATA GOVERNANCE MARKET SIZE,
BY ORGANIZATION SIZE, 2014–2019 (USD MILLION) 204
TABLE 231 MIDDLE EAST AND AFRICA: DATA GOVERNANCE MARKET SIZE,
BY ORGANIZATION SIZE, 2019–2025 (USD MILLION) 205
TABLE 232 MIDDLE EAST AND AFRICA: DATA GOVERNANCE MARKET SIZE, BY INDUSTRY VERTICAL, 2014–2019 (USD MILLION) 205
TABLE 233 MIDDLE EAST AND AFRICA: DATA GOVERNANCE MARKET SIZE, BY INDUSTRY VERTICAL, 2019–2025 (USD MILLION) 206
12.6.3 MIDDLE EAST 206
12.6.4 AFRICA 206
13 COMPETITIVE LANDSCAPE 208
13.1 COMPETITIVE LEADERSHIP MAPPING 208
13.1.1 VISIONARY LEADERS 208
13.1.2 INNOVATORS 208
13.1.3 DYNAMIC DIFFERENTIATORS 208
13.1.4 EMERGING COMPANIES 208
FIGURE 37 DATA GOVERNANCE MARKET (GLOBAL), COMPETITIVE LEADERSHIP MAPPING, 2019 209
13.2 STRENGTH OF PRODUCT PORTFOLIO 210
FIGURE 38 PRODUCT PORTFOLIO ANALYSIS OF TOP PLAYERS IN THE DATA GOVERNANCE MARKET 210
13.3 BUSINESS STRATEGY EXCELLENCE 211
FIGURE 39 BUSINESS STRATEGY EXCELLENCE OF TOP PLAYERS IN THE DATA GOVERNANCE MARKET 211
14 COMPANY PROFILES 212
14.1 INTRODUCTION 212
(Business overview, Solutions and services offered, Recent Developments, SWOT Analysis)*
14.2 IBM 212
FIGURE 40 IBM: COMPANY SNAPSHOT 213
FIGURE 41 IBM: SWOT ANALYSIS 215
14.3 ORACLE 216
FIGURE 42 ORACLE: COMPANY SNAPSHOT 216
FIGURE 43 ORACLE: SWOT ANALYSIS 218
14.4 SAP 219
FIGURE 44 SAP: COMPANY SNAPSHOT 219
FIGURE 45 SAP: SWOT ANALYSIS 221
14.5 SAS 222
FIGURE 46 SAS: COMPANY SNAPSHOT 222
FIGURE 47 SAS: SWOT ANALYSIS 224
14.6 COLLIBRA 225
FIGURE 48 COLLIBRA: SWOT ANALYSIS 228
14.7 INFORMATICA 229
14.8 TALEND 231
FIGURE 49 TALEND: COMPANY SNAPSHOT 231
14.9 TOPQUADRANT 233
14.10 INFORMATION BUILDERS 234
14.11 ALATION 236
14.12 TIBCO 238
14.13 VARONIS 240
FIGURE 50 VARONIS: COMPANY SNAPSHOT 240
14.14 ERWIN 242
14.15 DATA ADVANTAGE GROUP 244
14.16 SYNCSORT 246
14.17 INFOGIX 248
14.18 MAGNITUDE SOFTWARE 250
14.19 ATACCAMA 251
14.20 RELTIO 253
14.21 GLOBAL DATA EXCELLENCE 255
14.22 GLOBAL IDS 256
14.23 INNOVATIVE ROUTINES INTERNATIONAL 258
14.24 DENODO 260
14.25 ADAPTIVE 262
14.26 MICROSOFT 262
14.27 ZALONI 263
14.28 ALEX SOLUTIONS 263
14.29 AWS 264
14.30 MICRO FOCUS 265
14.31 MINDTREE 266
14.32 RIGHT-TO-WIN 267
*Details on Business overview, Solutions and services offered, Recent Developments, SWOT Analysis might not be captured in case of unlisted companies.
15 APPENDIX 268
15.1 ADJACENT MARKETS 268
15.1.1 MASTER DATA MANAGEMENT MARKET 268
15.1.1.1 Introduction 268
TABLE 234 MASTER DATA MANAGEMENT MARKET SIZE, BY COMPONENT,
2019–2025 (USD MILLION) 268
TABLE 235 MASTER DATA MANAGEMENT MARKET SIZE, BY DEPLOYMENT TYPE,
2019–2025 (USD MILLION) 268
TABLE 236 MASTER DATA MANAGEMENT MARKET SIZE, BY ORGANIZATION SIZE,
2019–2025 (USD MILLION) 269
TABLE 237 MASTER DATA MANAGEMENT MARKET SIZE, BY VERTICAL,
2019–2025 (USD MILLION) 269
TABLE 238 MASTER DATA MANAGEMENT MARKET, BY REGION,
2019–2025 (USD MILLION) 270
TABLE 239 NORTH AMERICA: MASTER DATA MANAGEMENT MARKET SIZE, BY COUNTRY, 2019–2025 (USD MILLION) 270
TABLE 240 EUROPE: MASTER DATA MANAGEMENT MARKET SIZE, BY COUNTRY,
2019–2025 (USD MILLION) 271
TABLE 241 ASIA PACIFIC: MASTER DATA MANAGEMENT MARKET SIZE, BY COUNTRY, 2019–2025 (USD MILLION) 271
TABLE 242 MIDDLE EAST AND AFRICA: MASTER DATA MANAGEMENT MARKET SIZE,
BY COUNTRY, 2019–2025 (USD MILLION) 272
TABLE 243 LATIN AMERICA: MASTER DATA MANAGEMENT MARKET SIZE, BY COUNTRY, 2019–2025 (USD MILLION) 272
15.1.2 DATA QUALITY TOOLS 273
15.1.2.1 Introduction 273
TABLE 244 DATA QUALITY TOOLS MARKET SIZE, BY DATA TYPE,
2016–2022 (USD MILLION) 273
TABLE 245 DATA QUALITY TOOLS MARKET SIZE, BY BUSINESS FUNCTION,
2016–2022 (USD MILLION) 273
TABLE 246 DATA QUALITY TOOLS MARKET SIZE, BY COMPONENT,
2016–2022 (USD MILLION) 274
TABLE 247 DATA QUALITY TOOLS MARKET SIZE, BY SERVICE,
2016–2022 (USD MILLION) 274
TABLE 248 DATA QUALITY TOOLS MARKET SIZE, BY PROFESSIONAL SERVICE,
2016–2022 (USD MILLION) 274
TABLE 249 DATA QUALITY TOOLS MARKET SIZE, BY ORGANIZATION SIZE,
2016–2022 (USD MILLION) 275
TABLE 250 DATA QUALITY TOOLS MARKET SIZE, BY VERTICAL,
2016–2022 (USD MILLION) 275
15.1.3 ENTERPRISE DATA MANAGEMENT MARKET 276
15.1.3.1 Introduction 276
TABLE 251 ENTERPRISE DATA MANAGEMENT MARKET SIZE, BY REGION,
2018–2025 (USD MILLION) 276
TABLE 252 ENTERPRISE DATA MANAGEMENT MARKET SIZE, BY VERTICAL,
2018–2025 (USD MILLION) 277
TABLE 253 ENTERPRISE DATA MANAGEMENT MARKET SIZE, BY COMPONENT,
2018–2025 (USD MILLION) 278
TABLE 254 ENTERPRISE DATA MANAGEMENT MARKET SIZE, BY DEPLOYMENT MODE, 2018–2025 (USD MILLION) 278
TABLE 255 ENTERPRISE DATA MANAGEMENT MARKET SIZE, BY ORGANIZATION SIZE, 2018–2025 (USD MILLION) 279
TABLE 256 NORTH AMERICA: ENTERPRISE DATA MANAGEMENT MARKET SIZE,
BY VERTICAL, 2018–2025 (USD MILLION) 279
TABLE 257 NORTH AMERICA: ENTERPRISE DATA MANAGEMENT MARKET SIZE,
BY COMPONENT, 2018–2025 (USD MILLION) 280
TABLE 258 NORTH AMERICA: ENTERPRISE DATA MANAGEMENT MARKET SIZE,
BY DEPLOYMENT MODE, 2018–2025 (USD MILLION) 280
TABLE 259 NORTH AMERICA: ENTERPRISE DATA MANAGEMENT MARKET SIZE,
BY ORGANIZATION SIZE, 2018–2025 (USD MILLION) 280
TABLE 260 NORTH AMERICA: ENTERPRISE DATA MANAGEMENT MARKET SIZE,
BY COUNTRY, 2018–2025 (USD MILLION) 281
TABLE 261 EUROPE: ENTERPRISE DATA MANAGEMENT MARKET SIZE, BY INDUSTRY VERTICAL, 2018–2025 (USD MILLION) 281
TABLE 262 EUROPE: ENTERPRISE DATA MANAGEMENT MARKET SIZE, BY COMPONENT, 2018–2025 (USD MILLION) 282
TABLE 263 EUROPE: ENTERPRISE DATA MANAGEMENT MARKET SIZE, BY ORGANIZATION SIZE, 2018–2025 (USD MILLION) 282
TABLE 264 EUROPE: ENTERPRISE DATA MANAGEMENT MARKET SIZE, BY DEPLOYMENT MODE, 2018–2025 (USD MILLION) 283
TABLE 265 EUROPE: ENTERPRISE DATA MANAGEMENT MARKET SIZE, BY COUNTRY, 2018–2025 (USD MILLION) 283
TABLE 266 ASIA PACIFIC: ENTERPRISE DATA MANAGEMENT MARKET SIZE, BY INDUSTRY VERTICAL, 2018–2025 (USD MILLION) 284
TABLE 267 ASIA PACIFIC: ENTERPRISE DATA MANAGEMENT MARKET SIZE,
BY COMPONENT, 2018–2025 (USD MILLION) 284
TABLE 268 ASIA PACIFIC: ENTERPRISE DATA MANAGEMENT MARKET SIZE,
BY DEPLOYMENT MODE, 2018–2025 (USD MILLION) 285
TABLE 269 ASIA PACIFIC: ENTERPRISE DATA MANAGEMENT MARKET SIZE,
BY ORGANIZATION SIZE, 2018–2025 (USD MILLION) 285
TABLE 270 ASIA PACIFIC: ENTERPRISE DATA MANAGEMENT MARKET SIZE, BY COUNTRY, 2018–2025 (USD MILLION) 286
TABLE 271 MIDDLE EAST AND AFRICA: ENTERPRISE DATA MANAGEMENT MARKET SIZE, BY INDUSTRY VERTICAL, 2018–2025 (USD MILLION) 286
TABLE 272 MIDDLE EAST AND AFRICA: ENTERPRISE DATA MANAGEMENT MARKET SIZE, BY COMPONENT, 2018–2025 (USD MILLION) 287
TABLE 273 MIDDLE EAST AND AFRICA: ENTERPRISE DATA MANAGEMENT MARKET SIZE, BY DEPLOYMENT MODE, 2018–2025 (USD MILLION) 287
TABLE 274 MIDDLE EAST AND AFRICA: ENTERPRISE DATA MANAGEMENT MARKET SIZE, BY ORGANIZATION SIZE, 2018–2025 (USD MILLION) 287
TABLE 275 MIDDLE EAST AND AFRICA: ENTERPRISE DATA MANAGEMENT MARKET SIZE, BY COUNTRY, 2018–2025 (USD MILLION) 288
TABLE 276 LATIN AMERICA: ENTERPRISE DATA MANAGEMENT MARKET SIZE,
BY INDUSTRY VERTICAL, 2018–2025 (USD MILLION) 288
TABLE 277 LATIN AMERICA: ENTERPRISE DATA MANAGEMENT MARKET SIZE,
BY COMPONENT, 2018–2025 (USD MILLION) 289
TABLE 278 LATIN AMERICA: ENTERPRISE DATA MANAGEMENT MARKET SIZE,
BY DEPLOYMENT MODE, 2018–2025 (USD MILLION) 289
TABLE 279 LATIN AMERICA: ENTERPRISE DATA MANAGEMENT MARKET SIZE,
BY ORGANIZATION SIZE, 2018–2025 (USD MILLION) 290
TABLE 280 LATIN AMERICA: ENTERPRISE DATA MANAGEMENT MARKET SIZE,
BY COUNTRY, 2018–2025 (USD MILLION) 290
15.1.4 BIG DATA MARKET 291
15.1.4.1 Introduction 291
TABLE 281 BIG DATA MARKET SIZE, BY REGION, 2018–2025 (USD MILLION) 291
TABLE 282 BIG DATA MARKET SIZE, BY INDUSTRY VERTICAL, 2018–2025 (USD MILLION) 292
TABLE 283 BIG DATA MARKET SIZE, BY COMPONENT, 2018–2025 (USD MILLION) 292
TABLE 284 BIG DATA MARKET SIZE, BY DEPLOYMENT MODE,
2018–2025 (USD MILLION) 293
TABLE 285 BIG DATA MARKET SIZE, BY ORGANIZATION SIZE, 2018–2025 (USD MILLION) 293
TABLE 286 BIG DATA MARKET SIZE, BY BUSINESS FUNCTION,
2018–2025 (USD MILLION) 294
TABLE 287 NORTH AMERICA: BIG DATA MARKET SIZE, BY INDUSTRY VERTICAL,
2018–2025 (USD MILLION) 294
TABLE 288 NORTH AMERICA: BIG DATA MARKET SIZE, BY COMPONENT,
2018–2025 (USD MILLION) 295
TABLE 289 NORTH AMERICA: BIG DATA MARKET SIZE, BY DEPLOYMENT MODE,
2018–2025 (USD MILLION) 295
TABLE 290 NORTH AMERICA: BIG DATA MARKET SIZE, BY ORGANIZATION SIZE,
2018–2025 (USD MILLION) 296
TABLE 291 NORTH AMERICA: BIG DATA MARKET SIZE, BY BUSINESS FUNCTION,
2018–2025 (USD MILLION) 296
TABLE 292 NORTH AMERICA: BIG DATA MARKET SIZE, BY COUNTRY,
2018–2025 (USD MILLION) 297
TABLE 293 EUROPE: BIG DATA MARKET SIZE, BY INDUSTRY VERTICAL,
2018–2025 (USD MILLION) 297
TABLE 294 EUROPE: BIG DATA MARKET SIZE, BY COMPONENT,
2018–2025 (USD MILLION) 298
TABLE 295 EUROPE: BIG DATA MARKET SIZE, BY DEPLOYMENT MODE,
2018–2025 (USD MILLION) 298
TABLE 296 EUROPE: BIG DATA MARKET SIZE, BY ORGANIZATION SIZE,
2018–2025 (USD MILLION) 298
TABLE 297 EUROPE: BIG DATA MARKET SIZE, BY BUSINESS FUNCTION,
2018–2025 (USD MILLION) 299
TABLE 298 EUROPE: BIG DATA MARKET SIZE, BY COUNTRY, 2018–2025 (USD MILLION) 299
TABLE 299 ASIA PACIFIC: BIG DATA MARKET SIZE, BY INDUSTRY VERTICAL,
2018–2025 (USD MILLION) 300
TABLE 300 ASIA PACIFIC: BIG DATA MARKET SIZE, BY COMPONENT,
2018–2025 (USD MILLION) 300
TABLE 301 ASIA PACIFIC: BIG DATA MARKET SIZE, BY DEPLOYMENT MODE,
2018–2025 (USD MILLION) 301
TABLE 302 ASIA PACIFIC: BIG DATA MARKET SIZE, BY ORGANIZATION SIZE,
2018–2025 (USD MILLION) 301
TABLE 303 ASIA PACIFIC: BIG DATA MARKET SIZE, BY BUSINESS FUNCTION,
2018–2025 (USD MILLION) 302
TABLE 304 ASIA PACIFIC: BIG DATA MARKET SIZE, BY COUNTRY,
2018–2025 (USD MILLION) 302
TABLE 305 MIDDLE EAST AND AFRICA: BIG DATA MARKET SIZE, BY INDUSTRY VERTICAL, 2018–2025 (USD MILLION) 303
TABLE 306 MIDDLE EAST AND AFRICA: BIG DATA MARKET SIZE, BY COMPONENT,
2018–2025 (USD MILLION) 303
TABLE 307 MIDDLE EAST AND AFRICA: BIG DATA MARKET SIZE, BY DEPLOYMENT MODE, 2018–2025 (USD MILLION) 304
TABLE 308 MIDDLE EAST AND AFRICA: BIG DATA MARKET SIZE, BY ORGANIZATION SIZE, 2018–2025 (USD MILLION) 304
TABLE 309 MIDDLE EAST AND AFRICA: BIG DATA MARKET SIZE, BY BUSINESS FUNCTION, 2018–2025 (USD MILLION) 305
TABLE 310 MIDDLE EAST AND AFRICA: BIG DATA MARKET SIZE, BY COUNTRY,
2018–2025 (USD MILLION) 305
TABLE 311 LATIN AMERICA: BIG DATA MARKET SIZE, BY VERTICAL,
2018–2025 (USD MILLION) 306
TABLE 312 LATIN AMERICA: BIG DATA MARKET SIZE, BY COMPONENT,
2018–2025 (USD MILLION) 306
TABLE 313 LATIN AMERICA: BIG DATA MARKET SIZE, BY DEPLOYMENT MODE,
2018–2025 (USD MILLION) 307
TABLE 314 LATIN AMERICA: BIG DATA MARKET SIZE, BY ORGANIZATION SIZE,
2018–2025 (USD MILLION) 307
TABLE 315 LATIN AMERICA: BIG DATA MARKET SIZE, BY BUSINESS FUNCTION,
2018–2025 (USD MILLION) 307
TABLE 316 LATIN AMERICA: BIG DATA MARKET SIZE, BY COUNTRY,
2018–2025 (USD MILLION) 308
15.2 DISCUSSION GUIDE 309
15.3 KNOWLEDGE STORE 313
15.4 AVAILABLE CUSTOMIZATION 315
15.5 RELATED REPORTS 315
15.6 AUTHOR DETAILS 316
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