Table of Content

1 INTRODUCTION 18
1.1 OBJECTIVES OF THE STUDY 18
1.2 MARKET DEFINITION 18
1.3 MARKET SCOPE 19
1.3.1 MARKET SEGMENTATION 19
1.3.2 REGIONS COVERED 19
1.4 YEARS CONSIDERED FOR THE STUDY 20
1.5 CURRENCY 20
1.6 STAKEHOLDERS 20

2 RESEARCH METHODOLOGY 21
2.1 RESEARCH DATA 21
2.1.1 BREAKUP OF PRIMARY PARTICIPANTS’ PROFILES 22
2.1.2 KEY INDUSTRY INSIGHTS 23
2.2 MARKET SIZE ESTIMATION 24
2.3 FACTOR ANALYSIS 26
2.4 IDENTITY ANALYTICS MARKET: RESEARCH ASSUMPTIONS 26
2.4.1 LIMITATIONS 28

3 EXECUTIVE SUMMARY 29

4 PREMIUM INSIGHTS 33
4.1 ATTRACTIVE MARKET OPPORTUNITIES IN THE IDENTITY ANALYTICS MARKET 33
4.2 IDENTITY ANALYTICS MARKET, MARKET SHARE OF TOP 3 APPLICATIONS
AND REGIONS, 2018 34
4.3 IDENTITY ANALYTICS MARKET, TOP 3 SOLUTIONS 34
4.4 IDENTITY ANALYTICS MARKET, BY COMPONENT, 2018 VS. 2023 35
4.5 IDENTITY ANALYTICS MARKET, BY APPLICATION, 2018 VS. 2023 35
4.6 IDENTITY ANALYTICS MARKET, BY DEPLOYMENT MODE, 2018 36
4.7 IDENTITY ANALYTICS MARKET, BY ORGANIZATION SIZE, 2018 36
4.8 IDENTITY ANALYTICS MARKET, BY INDUSTRY VERTICAL, 2018 VS. 2023 37
4.9 MARKET INVESTMENT SCENARIO 37
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5 MARKET OVERVIEW AND INDUSTRY TRENDS 38
5.1 MARKET DYNAMICS 38
5.1.1 DRIVERS 39
5.1.1.1 Increasing instances and sophistication of identity-related frauds and data breaches resulting in heavy loss of revenue 39
5.1.1.2 Stringent regulatory and compliance requirements to drive the adoption of identity analytics solutions 39
5.1.1.3 Increasing adoption of enterprise mobility and BYOD trends 40
5.1.2 RESTRAINTS 40
5.1.2.1 Budget constraints affecting the adoption of identity analytics solutions 40
5.1.3 OPPORTUNITIES 40
5.1.3.1 Proliferation of cloud-based identity analytics solutions and services 40
5.1.3.2 Introduction of ML/AI-powered identity analytics solutions 41
5.1.4 CHALLENGES 41
5.1.4.1 Lack of awareness regarding identity analytics solutions and services 41
5.2 REGULATORY IMPLICATIONS 41
5.2.1 GENERAL DATA PROTECTION REGULATION 42
5.2.2 PAYMENT CARD INDUSTRY DATA SECURITY STANDARD 42
5.2.3 HEALTH INSURANCE PORTABILITY AND ACCOUNTABILITY ACT 42
5.2.4 FEDERAL INFORMATION SECURITY MANAGEMENT ACT 42
5.2.5 GRAMM-LEACH-BLILEY ACT 43
5.2.6 SARBANES-OXLEY ACT 43
5.2.7 THE INTERNATIONAL ORGANIZATION FOR STANDARDIZATION 27001 43
5.3 INNOVATION SPOTLIGHT 44
5.3.1 SAILPOINT TECHNOLOGIES 44
5.3.2 BRAINWAVE GRC 44

6 IDENTITY ANALYTICS MARKET, BY COMPONENT 45
6.1 INTRODUCTION 46
6.2 SOLUTION 47
6.2.1 HIGH DEMAND FOR SOLUTION IN ASIA PACIFIC TO DRIVE THE MARKET GROWTH 47
6.3 SERVICES 48
6.3.1 GROWING DEMAND FOR SERVICES IN NORTH AMERICA TO DRIVE THE MARKET SIZE DURING THE FORECAST PERIOD 48
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7 IDENTITY ANALYTICS MARKET, BY SERVICE 49
7.1 INTRODUCTION 50
7.2 PROFESSIONAL SERVICES 51
7.2.1 INCREASING NEED FOR TECHNICAL SUPPORT TO BOOST THE GROWTH OF PROFESSIONAL SERVICES 51
7.3 MANAGED SERVICES 52
7.3.1 MANAGED SERVICES TO CONTINUE TO GAIN POPULARITY DURING THE FORECAST PERIOD 52

8 IDENTITY ANALYTICS MARKET, BY APPLICATION 53
8.1 INTRODUCTION 54
8.2 ACCOUNT MANAGEMENT 55
8.2.1 FOCUS ON DETECTING DORMANT ACCOUNTS AND THE MISUSE OF PRIVILEGED ACCOUNTS TO DRIVE THE ADOPTION OF ACCOUNT MANAGEMENT APPLICATION 55
8.3 CUSTOMER MANAGEMENT 56
8.3.1 GROWING NEED FOR SECURING CONSUMER CREDENTIALS TO CREATE OPPORTUNITIES FOR CUSTOMER MANAGEMENT APPLICATIONS 56
8.4 FRAUD DETECTION 57
8.4.1 RISING IDENTITY-RELATED THEFTS TO INCREASE THE NEED FOR FRAUD DETECTION APPLICATION 57
8.5 GRC MANAGEMENT 58
8.5.1 FOCUS ON STREAMLINING THE ENTIRE BUSINESS PROCESS TO SPUR THE DEMAND FOR GRC APPLICATION 58
8.6 IDENTITY AND ACCESS MANAGEMENT 59
8.6.1 EASY INTEGRATIONS OF IDENTITY ANALYTICS WITH ORGANIZATION’S EXISTING APPLICATIONS TO PROVIDE BETTER VISIBILITY 59
8.7 OTHERS 60

9 NTITY ANALYTICS MARKET, BY DEPLOYMENT MODE 61
9.1 INTRODUCTION 62
9.2 ON-PREMISES 63
9.2.1 ON-PREMISES DEPLOYMENT MODE ENABLES ORGANIZATIONS TO MANAGE PLATFORMS, APPLICATIONS, SYSTEMS, AND DATA ON THEIR OWN 63
9.3 CLOUD 64
9.3.1 COST-EFFECTIVENESS OF CLOUD-BASED OFFERINGS TO DRIVE THEIR ADOPTION 64
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10 IDENTITY ANALYTICS MARKET, BY ORGANIZATION SIZE 65
10.1 INTRODUCTION 66
10.2 SMALL AND MEDIUM-SIZED ENTERPRISES 67
10.2.1 SMALL AND MEDIUM-SIZED ENTERPRISES TO DRIVE THE ADOPTION OF CLOUD-BASED SOLUTION 67
10.3 LARGE ENTERPRISES 68
10.3.1 NEED TO MANAGE HUGE VOLUMES OF IDENTITY-RELATED INFORMATION TO BOOST THE ADOPTION OF IDENTITY ANALYTICS SOLUTION AMONG LARGE ENTERPRISES 68

11 IDENTITY ANALYTICS MARKET, BY INDUSTRY VERTICAL 69
11.1 INTRODUCTION 70
11.2 BANKING, FINANCIAL SERVICES, AND INSURANCE 71
11.2.1 INCREASING INSTANCES AND SOPHISTICATION OF IDENTITY FRAUDS IN FINANCIAL TRANSACTIONS TO FUEL THE GROWTH OF IDENTITY ANALYTICS MARKET 71
11.3 GOVERNMENT AND DEFENSE 72
11.3.1 INCREASING NEED TO PROTECT THE SENSITIVE CREDENTIALS OF CITIZENS AND EMPLOYEES TO BOOST THE MARKET GROWTH IN GOVERNMENT AND DEFENSE VERTICAL 72
11.4 IT AND TELECOM 73
11.4.1 IT AND TELECOM COMPANIES DEPLOY IDENTITY ANALYTICS SOLUTION TO ADDRESS THE CHALLENGES RELATED TO THE SECURITY AND PRIVACY OF DIGITAL IDENTITIES 73
11.5 ENERGY AND UTILITIES 74
11.5.1 IDENTITY ANALYTICS SOLUTION TO ENHANCE OPERATIONAL EFFICIENCY AND MITIGATE POTENTIAL IDENTITY-BASED THREATS IN ENERGY AND UTILITIES VERTICAL 74
11.6 MANUFACTURING 75
11.6.1 MANUFACTURING VERTICAL IS INCREASINGLY ADOPTING IDENTITY ANALYTICS SOLUTION TO MANAGE IDENTITY ACCESS FOR SUPPLIERS, PARTNERS, AND CUSTOMERS 75
11.7 RETAIL 76
11.7.1 INCREASING COMPLEXITIES IN MANAGING ACCESS CONTROL TO SPUR THE DEMAND FOR IDENTITY ANALYTICS SOLUTION IN RETAIL 76
11.8 HEALTHCARE 77
11.8.1 RISING IDENTITY THEFTS TO DRIVE THE NEED FOR IDENTITY ANALYTICS SOLUTION IN HEALTHCARE VERTICAL 77
11.9 OTHERS 78
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12 IDENTITY ANALYTICS MARKET, BY REGION 79
12.1 INTRODUCTION 80
12.2 NORTH AMERICA 81
12.2.1 UNITED STATES 85
12.2.1.1 Early adoption of technologies and high focus on innovations to boost the market growth in the United States 85
12.2.2 CANADA 85
12.2.2.1 Adoption of identity analytics solutions across verticals to drive the market growth in Canada 85
12.3 EUROPE 86
12.3.1 UNITED KINGDOM 89
12.3.1.1 Focus on securing users’ identities and addressing GDPR requirements to drive the market in the United Kingdom 89
12.3.2 GERMANY 89
12.3.2.1 Need for improving business facilitation processes and operational efficiency is expected to push the demand for identity analytics solutions in Germany 89
12.3.3 REST OF EUROPE 90
12.4 ASIA PACIFIC 90
12.4.1 CHINA 94
12.4.1.1 Increasing adoption of enterprise mobility solutions to spur the demand for identity analytics solution in Asia Pacific 94
12.4.2 INDIA 94
12.4.2.1 Expanding identity analytics startup ecosystem across India 94
12.4.3 AUSTRALIA AND NEW ZEALAND 95
12.4.3.1 Increasing instances of identity-related theft and fraudulent activities to proliferate the demand for identity analytics solutions across ANZ 95
12.4.4 REST OF ASIA PACIFIC 95
12.5 MIDDLE EAST AND AFRICA 95
12.5.1 MIDDLE EAST 98
12.5.1.1 Growing awareness about compliance management to boost the growth of identity analytics market across the Middle East 98
12.5.2 AFRICA 98
12.5.2.1 Emergence of technology hubs across countries such as Nigeria and Kenya to drive the growth of the identity analytics market in the African sub-region 98
12.6 LATIN AMERICA 99
12.6.1 BRAZIL 102
12.6.1.1 Rapid surge in web and mobile-based applications to increase the demand for identity analytics solutions in Brazil 102
12.6.2 MEXICO 102
12.6.2.1 Integration of the identity analytics solutions with the traditional identity and access management solutions to fuel the growth of the identity analytics market 102
12.6.3 REST OF LATIN AMERICA 102
13 COMPETITIVE LANDSCAPE 103
13.1 OVERVIEW 103
13.2 COMPETITIVE SCENARIO 104
13.2.1 PARTNERSHIPS, AGREEMENTS, AND COLLABORATIONS 105
13.2.2 NEW PRODUCT LAUNCHES/PRODUCT ENHANCEMENTS 105
13.2.3 MERGERS AND ACQUISITIONS 106
13.2.4 BUSINESS EXPANSIONS 107
14 COMPANY PROFILES 108
14.1 INTRODUCTION 108
(Business Overview, Solutions and Services Offered, Recent Developments, SWOT Analysis, and MNM View)*
14.2 ORACLE 109
14.3 VERINT SYSTEMS 112
14.4 LOGRHYTHM 115
14.5 HAPPIEST MINDS 117
14.6 GURUCUL 119
14.7 QUANTUM SECURE 121
14.8 HITACHI ID SYSTEMS 123
14.9 SAILPOINT TECHNOLOGIES 125
14.10 CENTRIFY 127
14.11 PROLIFICS 129
14.12 ANOMALIX 130
14.13 ONE IDENTITY 132
14.14 EVIDIAN 133
14.15 BRAINWAVE GRC 134
14.16 ID ANALYTICS 135
14.17 NEXIS GMBH 136
14.18 CONFLUXSYS 137
14.19 IDAX SOFTWARE 138
14.20 NETIQ 139
14.21 OKTA 141
14.22 NOVETTA 142
14.23 NETOWL 143
14.24 TRAXIAN 144
14.25 THREATMETRIX 145
14.26 VENAFI 146
*Details on Business Overview, Solutions and Services Offered, Recent Developments, SWOT Analysis, and MNM View might not be captured in case of unlisted companies.
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15 APPENDIX 147
15.1 DISCUSSION GUIDE 147
15.2 KNOWLEDGE STORE: MARKETSANDMARKETS’ SUBSCRIPTION PORTAL 151
15.3 AVAILABLE CUSTOMIZATIONS 153
15.4 RELATED REPORTS 153
15.5 AUTHOR DETAILS 154



List of Figures



FIGURE 1 GLOBAL IDENTITY ANALYTICS MARKET: RESEARCH DESIGN 21
FIGURE 2 RESEARCH METHODOLOGY 22
FIGURE 3 DATA TRIANGULATION 24
FIGURE 4 MARKET SIZE ESTIMATION METHODOLOGY: BOTTOM-UP AND TOP-DOWN APPROACHES 25
FIGURE 5 FACTORS: IMPACT ANALYSIS 26
FIGURE 6 THE GLOBAL IDENTITY ANALYTICS MARKET TO WITNESS A SIGNIFICANT GROWTH DURING THE FORECAST PERIOD 31
FIGURE 7 NORTH AMERICA TO ACCOUNT FOR THE HIGHEST MARKET SHARE IN 2018 31
FIGURE 8 FASTEST-GROWING SEGMENTS OF THE IDENTITY ANALYTICS MARKET 32
FIGURE 9 INCREASING INSTANCES OF IDENTITY-RELATED FRAUDS, AND GROWING NEED FOR REGULATORY AND COMPLIANCE TO DRIVE THE DEMAND FOR IDENTITY ANALYTICS SOLUTIONS 33
FIGURE 10 IDENTITY AND ACCESS MANAGEMENT SEGMENT AND NORTH AMERICA TO ACCOUNT FOR THE HIGHEST MARKET SHARES IN 2018 34
FIGURE 11 IDENTITY AND ACCESS MANAGEMENT SEGMENT TO ACCOUNT FOR THE HIGHEST MARKET SHARE IN 2018 34
FIGURE 12 SERVICES SEGMENT TO SHOW A HIGHER GROWTH RATE DURING THE FORECAST PERIOD 35
FIGURE 13 FRAUD DETECTION SEGMENT TO GROW AT THE HIGHEST RATE DURING THE FORECAST PERIOD 35
FIGURE 14 ON-PREMISES SEGMENT TO ACCOUNT FOR A HIGHER MARKET SHARE IN 2018 36
FIGURE 15 LARGE ENTERPRISES SEGMENT TO ACCOUNT FOR A HIGHER MARKET SHARE
IN 2018 36
FIGURE 16 BFSI SEGMENT TO SHOW THE HIGHEST GROWTH RATE DURING THE FORECAST PERIOD 37
FIGURE 17 ASIA PACIFIC TO EMERGE AS THE BEST MARKET FOR INVESTMENT IN THE
NEXT 5 YEARS 37
FIGURE 18 IDENTITY ANALYTICS MARKET: DRIVERS, RESTRAINTS, OPPORTUNITIES AND CHALLENGES 38
FIGURE 19 SERVICES SEGMENT TO GROW AT A HIGHER CAGR DURING THE FORECAST PERIOD 46
FIGURE 20 MANAGED SERVICES SEGMENT TO GROW AT A HIGHER CAGR DURING THE FORECAST PERIOD 50
FIGURE 21 FRAUD DETECTION APPLICATION TO GROW AT THE HIGHEST CAGR DURING
THE FORECAST PERIOD 54
FIGURE 22 CLOUD DEPLOYMENT MODE TO GROW AT A HIGHER CAGR DURING THE
FORECAST PERIOD 62
FIGURE 23 SMALL AND MEDIUM-SIZED ENTERPRISES TO GROW AT A HIGHER CAGR
DURING THE FORECAST PERIOD 66
FIGURE 24 BANKING, FINANCIAL INSTITUTIONS, AND INSURANCE VERTICAL TO GROW AT
THE HIGHEST CAGR DURING THE FORECAST PERIOD 70
FIGURE 25 ASIA PACIFIC TO GROW AT THE HIGHEST CAGR DURING THE FORECAST PERIOD 80
FIGURE 26 NORTH AMERICA: MARKET SNAPSHOT 82
FIGURE 27 ASIA PACIFIC: MARKET SNAPSHOT 91
FIGURE 28 KEY DEVELOPMENTS BY THE LEADING PLAYERS IN THE IDENTITY ANALYTICS MARKET FOR 2016–2018 103
FIGURE 29 KEY MARKET EVALUATION FRAMEWORK 104
FIGURE 30 ORACLE: COMPANY SNAPSHOT 109
FIGURE 31 SWOT ANALYSIS: ORACLE 111
FIGURE 32 VERINT SYSTEMS: COMPANY SNAPSHOT 112
FIGURE 33 SWOT ANALYSIS: VERINT SYSTEMS 114

 

List of Tables



TABLE 1 IDENTITY ANALYTICS MARKET SIZE AND GROWTH 2016–2023 (USD MILLION, Y-O-Y %) 30
TABLE 2 IDENTITY ANALYTICS MARKET SIZE, BY COMPONENT, 2016–2023 (USD MILLION) 46
TABLE 3 SOLUTION: IDENTITY ANALYTICS MARKET SIZE, BY REGION
2016–2023 (USD MILLION) 47
TABLE 4 SERVICES: IDENTITY ANALYTICS MARKET SIZE, BY REGION
2016–2023 (USD MILLION) 48
TABLE 5 IDENTITY ANALYTICS MARKET SIZE, BY SERVICE, 2016–2023 (USD MILLION) 50
TABLE 6 PROFESSIONAL SERVICES: IDENTITY ANALYTICS MARKET SIZE, BY REGION 2016–2023 (USD MILLION) 51
TABLE 7 MANAGED SERVICES: IDENTITY ANALYTICS MARKET SIZE, BY REGION 2016–2023 (USD MILLION) 52
TABLE 8 IDENTITY ANALYTICS MARKET SIZE, BY APPLICATION, 2016–2023 (USD MILLION) 54
TABLE 9 ACCOUNT MANAGEMENT: IDENTITY ANALYTICS MARKET SIZE, BY REGION 2016–2023 (USD MILLION) 55
TABLE 10 CUSTOMER MANAGEMENT: IDENTITY ANALYTICS MARKET SIZE, BY REGION
2016–2023 (USD MILLION) 56
TABLE 11 FRAUD DETECTION: IDENTITY ANALYTICS MARKET SIZE, BY REGION
2016–2023 (USD MILLION) 57
TABLE 12 GRC MANAGEMENT: IDENTITY ANALYTICS MARKET SIZE, BY REGION
2016–2023 (USD MILLION) 58
TABLE 13 IDENTITY AND ACCESS MANAGEMENT MARKET SIZE, BY REGION 2016–2023 (USD MILLION) 59
TABLE 14 OTHERS: IDENTITY ANALYTICS MARKET SIZE, BY REGION 2016–2023 (USD MILLION) 60
TABLE 15 IDENTITY ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE 2016–2023 (USD MILLION) 62
TABLE 16 ON-PREMISES: IDENTITY ANALYTICS MARKET SIZE, BY REGION 2016–2023 (USD MILLION) 63
TABLE 17 CLOUD: IDENTITY ANALYTICS MARKET SIZE, BY REGION 2016–2023 (USD MILLION) 64
TABLE 18 IDENTITY ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE 2016–2023 (USD MILLION) 66
TABLE 19 SMALL AND MEDIUM-SIZED ENTERPRISES: IDENTITY ANALYTICS MARKET SIZE BY REGION 2016–2023 (USD MILLION) 67
TABLE 20 LARGE ENTERPRISES: IDENTITY ANALYTICS MARKET SIZE, BY REGION
2016–2023 (USD MILLION) 68
TABLE 21 IDENTITY ANALYTICS MARKET SIZE, BY INDUSTRY VERTICAL 2016–2023 (USD MILLION) 70
TABLE 22 BANKING, FINANCIAL SERVICES, AND INSURANCE: IDENTITY ANALYTICS MARKET SIZE, BY REGION, 2016–2023 (USD MILLION) 71
TABLE 23 GOVERNMENT AND DEFENSE: IDENTITY ANALYTICS MARKET SIZE, BY REGION, 2016–2023 (USD MILLION) 72
TABLE 24 IT AND TELECOM: IDENTITY ANALYTICS MARKET SIZE, BY REGION 2016–2023 (USD MILLION) 73
TABLE 25 ENERGY AND UTILITIES: IDENTITY ANALYTICS MARKET SIZE, BY REGION 2016–2023 (USD MILLION) 74
TABLE 26 MANUFACTURING: IDENTITY ANALYTICS MARKET SIZE, BY REGION 2016–2023 (USD MILLION) 75
TABLE 27 RETAIL: IDENTITY ANALYTICS MARKET SIZE, BY REGION 2016–2023 (USD MILLION) 76
TABLE 28 HEALTHCARE: IDENTITY ANALYTICS MARKET SIZE, BY REGION 2016–2023 (USD MILLION) 77
TABLE 29 OTHERS: IDENTITY ANALYTICS MARKET SIZE, BY REGION 2016–2023 (USD MILLION) 78
TABLE 30 IDENTITY ANALYTICS MARKET SIZE, BY REGION, 2016–2023 (USD MILLION) 80
TABLE 31 NORTH AMERICA: IDENTITY ANALYTICS MARKET SIZE, BY COMPONENT 2016–2023 (USD MILLION) 82
TABLE 32 NORTH AMERICA: IDENTITY ANALYTICS MARKET SIZE, BY SERVICE 2016–2023 (USD MILLION) 83
TABLE 33 NORTH AMERICA: IDENTITY ANALYTICS MARKET SIZE, BY APPLICATION 2016–2023 (USD MILLION) 83
TABLE 34 NORTH AMERICA: IDENTITY ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2016–2023 (USD MILLION) 83
TABLE 35 NORTH AMERICA: IDENTITY ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE, 2016–2023 (USD MILLION) 84
TABLE 36 NORTH AMERICA: IDENTITY ANALYTICS MARKET SIZE, BY INDUSTRY VERTICAL, 2016–2023 (USD MILLION) 84
TABLE 37 NORTH AMERICA: IDENTITY ANALYTICS MARKET SIZE, BY COUNTRY 2016–2023 (USD MILLION) 85
TABLE 38 EUROPE: IDENTITY ANALYTICS MARKET SIZE, BY COMPONENT 2016–2023 (USD MILLION) 86
TABLE 39 EUROPE: IDENTITY ANALYTICS MARKET SIZE, BY SERVICE 2016–2023 (USD MILLION) 86
TABLE 40 EUROPE: IDENTITY ANALYTICS MARKET SIZE, BY APPLICATION 2016–2023 (USD MILLION) 87
TABLE 41 EUROPE: IDENTITY ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE 2016–2023 (USD MILLION) 87
TABLE 42 EUROPE: IDENTITY ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE 2016–2023 (USD MILLION) 88
TABLE 43 EUROPE: IDENTITY ANALYTICS MARKET SIZE, BY INDUSTRY VERTICAL 2016–2023 (USD MILLION) 88
TABLE 44 EUROPE: IDENTITY ANALYTICS MARKET SIZE, BY COUNTRY 2016–2023 (USD MILLION) 89
TABLE 45 ASIA PACIFIC: IDENTITY ANALYTICS MARKET SIZE, BY COMPONENT 2016–2023 (USD MILLION) 91
TABLE 46 ASIA PACIFIC: IDENTITY ANALYTICS MARKET SIZE, BY SERVICE 2016–2023 (USD MILLION) 92
TABLE 47 ASIA PACIFIC: IDENTITY ANALYTICS MARKET SIZE, BY APPLICATION 2016–2023 (USD MILLION) 92
TABLE 48 ASIA PACIFIC: IDENTITY ANALYTICS MARKET SIZE, BY DEPLOYMENT MODEL, 2016–2023 (USD MILLION) 92
TABLE 49 ASIA PACIFIC: IDENTITY ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE 2016–2023 (USD MILLION) 93
TABLE 50 ASIA PACIFIC: IDENTITY ANALYTICS MARKET SIZE, BY INDUSTRY VERTICAL 2016–2023 (USD MILLION) 93
TABLE 51 ASIA PACIFIC: IDENTITY ANALYTICS MARKET SIZE, BY COUNTRY 2016–2023 (USD MILLION) 94
TABLE 52 MIDDLE EAST AND AFRICA: IDENTITY ANALYTICS MARKET SIZE, BY COMPONENT, 2016–2023 (USD MILLION) 95
TABLE 53 MIDDLE EAST AND AFRICA: IDENTITY ANALYTICS MARKET SIZE, BY SERVICE, 2016–2023 (USD MILLION) 96
TABLE 54 MIDDLE EAST AND AFRICA: IDENTITY ANALYTICS MARKET SIZE, BY APPLICATION, 2016–2023 (USD MILLION) 96
TABLE 55 MIDDLE EAST AND AFRICA: IDENTITY ANALYTICS MARKET SIZE, BY DEPLOYMENT MODEL, 2016–2023 (USD MILLION) 96
TABLE 56 MIDDLE EAST AND AFRICA: IDENTITY ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE, 2016–2023 (USD MILLION) 97
TABLE 57 MIDDLE EAST AND AFRICA: IDENTITY ANALYTICS MARKET SIZE, BY INDUSTRY VERTICAL, 2016–2023 (USD MILLION) 97
TABLE 58 MIDDLE EAST AND AFRICA: IDENTITY ANALYTICS MARKET SIZE, BY SUB-REGION, 2016–2023 (USD MILLION) 98
TABLE 59 LATIN AMERICA: IDENTITY ANALYTICS MARKET SIZE, BY SOLUTION
2016–2023 (USD MILLION) 99
TABLE 60 LATIN AMERICA: IDENTITY ANALYTICS MARKET SIZE, BY SERVICE
2016–2023 (USD MILLION) 99
TABLE 61 LATIN AMERICA: IDENTITY ANALYTICS MARKET SIZE, BY APPLICATION 2016–2023 (USD MILLION) 100
TABLE 62 LATIN AMERICA: IDENTITY ANALYTICS MARKET SIZE, BY DEPLOYMENT MODEL, 2016–2023 (USD MILLION) 100
TABLE 63 LATIN AMERICA: IDENTITY ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE, 2016–2023 (USD MILLION) 100
TABLE 64 LATIN AMERICA: IDENTITY ANALYTICS MARKET SIZE, BY INDUSTRY VERTICAL, 2016–2023 (USD MILLION) 101
TABLE 65 LATIN AMERICA: IDENTITY ANALYTICS MARKET SIZE, BY COUNTRY 2016–2023 (USD MILLION) 101
TABLE 66 PARTNERSHIPS, AGREEMENTS, AND COLLABORATIONS, 2016–2018 105
TABLE 67 NEW PRODUCT LAUNCHES/PRODUCT ENHANCEMENTS, 2016–2018 105
TABLE 68 MERGERS AND ACQUISITIONS, 2016–2018 106
TABLE 69 BUSINESS EXPANSIONS, 2017–2018 107