Table of Content

1 INTRODUCTION 16
1.1 OBJECTIVES OF THE STUDY 16
1.2 MARKET DEFINITION 16
1.3 MARKET SCOPE 16
1.3.1 MARKET SEGMENTATION 17
1.3.2 REGIONS COVERED 17
1.4 YEARS CONSIDERED FOR THE STUDY 18
1.5 CURRENCY CONSIDERED 18
1.6 STAKEHOLDERS 18

2 RESEARCH METHODOLOGY 19
2.1 RESEARCH DATA 19
2.1.1 SECONDARY DATA 20
2.1.1.1 Key data from secondary sources 20
2.1.2 PRIMARY DATA 21
2.1.2.1 Breakdown of primaries 22
2.1.2.2 Key industry insights 22
2.2 MARKET BREAKUP AND DATA TRIANGULATION 23
2.3 MARKET SIZE ESTIMATION 24
2.4 ASSUMPTIONS FOR THE STUDY 25
2.5 LIMITATIONS OF THE STUDY 25

3 EXECUTIVE SUMMARY 26

4 PREMIUM INSIGHTS 31
4.1 ATTRACTIVE MARKET OPPORTUNITIES IN THE FINANCIAL ANALYTICS MARKET 31
4.2 FINANCIAL ANALYTICS MARKET: MARKET SHARE ACROSS REGIONS 32

5 MARKET OVERVIEW AND INDUSTRY TRENDS 33
5.1 INTRODUCTION 33
5.2 MARKET DYNAMICS 33
5.2.1 DRIVERS 34
5.2.1.1 Need for reducing planning and budgeting cycles 34
5.2.1.2 Emergence of new IT applications and infrastructure such as big data and advanced analytics 34
5.2.2 RESTRAINTS 34
5.2.2.1 Surge of new regulations and financial standards 34
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5.2.3 OPPORTUNITIES 35
5.2.3.1 Increasing adoption of predictive analytics across industries 35
5.2.3.2 Evolution of AI and machine learning 35
5.2.4 CHALLENGES 35
5.2.4.1 Integration of data from data silos 35
5.3 INDUSTRY TRENDS 36
5.3.1 FINANCIAL MANAGEMENT ECOSYSTEM 36
5.3.2 REGULATIONS 36
5.3.2.1 Basel Committee on Banking Supervision (BCBS) 37
5.3.2.2 Basel III 37
5.3.2.3 Dodd frank act 37
5.3.2.4 General Data Protection Regulation (GDPR) 37
5.3.2.5 International Financial Reporting Standards (IFRS) 37
5.3.2.6 Markets in Financial Instruments Directive (MiFiD) 38
5.3.2.7 Payment Card Industry Data Security Standard (PCI DSS) 38
5.3.2.8 Sarbanes-Oxley Act Of 2002 38
5.3.3 FINANCIAL ANALYTICS MARKET: USE CASES 39
5.3.3.1 USE CASE #1: Deliver personalized interactions 39
5.3.3.2 USE CASE #2: Improving performance measures 39
5.3.3.3 USE CASE #3: Increase revenue and decrease customers’ business inefficiencies 40
5.3.4 FINANCIAL ANALYTICS MARKET: FUTURE OUTLOOK 40
5.3.4.1 AI-enabled Finance 40

6 FINANCIAL ANALYTICS MARKET, BY COMPONENT 41
6.1 INTRODUCTION 42
6.2 SOLUTIONS 43
6.2.1 FINANCIAL FUNCTION ANALYTICS 44
6.2.2 FINANCIAL MARKET ANALYTICS 45
6.3 SERVICES 46
6.3.1 MANAGED SERVICES 47
6.3.2 PROFESSIONAL SERVICES 47
6.3.2.1 Support and maintenance 48
6.3.2.2 Deployment and integration 48
6.3.2.3 Consulting 48
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7 FINANCIAL ANALYTICS MARKET, BY APPLICATION 49
7.1 INTRODUCTION 50
7.2 WEALTH MANAGEMENT 51
7.2.1 CAPITAL MANAGEMENT 51
7.2.2 ASSET LIABILITY MANAGEMENT 52
7.2.3 INVESTMENT MANAGEMENT 52
7.2.4 OTHERS 52
7.3 GOVERNANCE, RISK, AND COMPLIANCE MANAGEMENT 53
7.3.1 CREDIT AND MARKET RISK MANAGEMENT 53
7.3.2 GOVERNANCE AND COMPLIANCE MANAGEMENT 53
7.4 FINANCIAL FORECASTING AND BUDGETING 54
7.4.1 CASH FLOW ANALYTICS 54
7.4.2 REVENUE PREDICTION 54
7.5 CUSTOMER MANAGEMENT 55
7.5.1 CUSTOMER EXPERIENCE ANALYTICS 55
7.5.2 CUSTOMER PROFITABILITY ANALYTICS 55
7.6 TRANSACTION MONITORING 56
7.7 CLAIM MANAGEMENT 56
7.7.1 INSURANCE MANAGEMENT 57
7.8 FRAUD DETECTION AND PREVENTION 57
7.9 STOCK MANAGEMENT 58
7.9.1 DEBT MANAGEMENT 58
7.9.2 EQUITY MANAGEMENT 59
7.10 OTHERS 59

8 FINANCIAL ANALYTICS MARKET, BY DEPLOYMENT MODEL 60
8.1 INTRODUCTION 61
8.2 ON-PREMISES 62
8.3 CLOUD 63

9 FINANCIAL ANALYTICS MARKET, BY ORGANIZATION SIZE 64
9.1 INTRODUCTION 65
9.2 LARGE ENTERPRISES 66
9.3 SMALL AND MEDIUM-SIZED ENTERPRISES 67
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10 FINANCIAL ANALYTICS MARKET, BY INDUSTRY VERTICAL 68
10.1 INTRODUCTION 69
10.2 BANKING, FINANCIAL SERVICES, AND INSURANCE 70
10.3 MANUFACTURING AND AUTOMOTIVE 71
10.4 RETAIL AND ECOMMERCE 72
10.5 TELECOMMUNICATIONS AND IT 73
10.6 TRANSPORTATION AND LOGISTICS 74
10.7 HEALTHCARE AND PHARMACEUTICALS 75
10.8 ENERGY AND UTILITIES 76
10.9 GOVERNMENT 77
10.10 OTHERS 78

11 FINANCIAL ANALYTICS MARKET, BY REGION 79
11.1 INTRODUCTION 80
11.2 NORTH AMERICA 81
11.2.1 US 86
11.2.2 CANADA 86
11.3 EUROPE 86
11.3.1 GERMANY 90
11.3.2 UK 90
11.3.3 FRANCE 90
11.3.4 REST OF EUROPE 91
11.4 ASIA PACIFIC 91
11.4.1 JAPAN 95
11.4.2 SINGAPORE 96
11.4.3 CHINA 96
11.4.4 INDIA 96
11.4.5 REST OF APAC 96
11.5 LATIN AMERICA 97
11.5.1 BRAZIL 100
11.5.2 MEXICO 100
11.5.3 REST OF LATIN AMERICA 100
11.6 MIDDLE EAST AND AFRICA 101
11.6.1 MIDDLE EAST 104
11.6.2 AFRICA 104
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12 COMPETITIVE LANDSCAPE 105
12.1 COMPETITIVE LEADERSHIP MAPPING 105
12.1.1 VISIONARY LEADERS 105
12.1.2 INNOVATORS 105
12.1.3 DYNAMIC DIFFERENTIATORS 105
12.1.4 EMERGING COMPANIES 105
12.2 STRENGTH OF PRODUCT PORTFOLIO 107
12.3 BUSINESS STRATEGY EXCELLENCE 108

13 COMPANY PROFILES 109
(Business Overview, Solutions, Platform & Software, Key Insights, Recent Developments, SWOT Analysis, MnM View)*
13.1 ORACLE 109
13.2 IBM 112
13.3 SAP 115
13.4 SAS INSTITUTE 119
13.5 ALTERYX 123
13.6 TIBCO SOFTWARE 126
13.7 FAIR ISAAC CORPORATION (FICO) 129
13.8 TERADATA 131
13.9 QLIK 134
13.10 GOODDATA 136
13.11 BIRST 138
13.12 GOOGLE 139
13.13 INFORMATION BUILDERS 139
13.14 ZOHO CORPORATION 140
13.15 DOMO 140
*Details on Business Overview, Solutions, Platform & Software, Key Insights, Recent Developments, SWOT Analysis, MnM View might not be captured in case of unlisted companies.

14 APPENDIX 141
14.1 KEY INSIGHTS OF INDUSTRY EXPERTS 141
14.2 DISCUSSION GUIDE 142
14.3 KNOWLEDGE STORE: MARKETSANDMARKETS’ SUBSCRIPTION PORTAL 147
14.4 AVAILABLE CUSTOMIZATION 149
14.5 RELATED REPORTS 149
14.6 AUTHOR DETAILS 150



List of Figures



FIGURE 1 FINANCIAL ANALYTICS MARKET: RESEARCH DESIGN 19
FIGURE 2 FINANCIAL ANALYTICS MARKET: BOTTOM-UP AND TOP-DOWN APPROACHES 24
FIGURE 3 FINANCIAL ANALYTICS MARKET TO WITNESS HIGH GROWTH DURING THE FORECAST PERIOD 27
FIGURE 4 FINANCIAL ANALYTICS MARKET, BY COMPONENT (2018 –2023) 27
FIGURE 5 FINANCIAL ANALYTICS MARKET, BY SOLUTION (2018–2023) 28
FIGURE 6 FINANCIAL ANALYTICS MARKET, BY SERVICE (2018–2023) 28
FIGURE 7 FINANCIAL ANALYTICS MARKET, BY APPLICATION (2018–2023) 29
FIGURE 8 FINANCIAL ANALYTICS MARKET, BY DEPLOYMENT MODEL (2018–2023) 29
FIGURE 9 FINANCIAL ANALYTICS MARKET, BY INDUSTRY VERTICAL (2018–2023) 30
FIGURE 10 INCREASING ADOPTION OF PREDICTIVE ANALYTICS ACROSS INDUSTRIES, COUPLED WITH EVOLUTION OF AI CAPABILITIES ARE EXPECTED TO BE THE MAJOR FACTORS CONTRIBUTING TO THE GROWTH OF THE FINANCIAL ANALYTICS MARKET 31
FIGURE 11 NORTH AMERICA TO HOLD THE HIGHEST MARKET SHARE IN 2018 32
FIGURE 12 DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES: FINANCIAL ANALYTICS MARKET 33
FIGURE 13 SOLUTIONS SEGMENT TO ACCOUNT FOR A LARGER MARKET SIZE DURING THE FORECAST PERIOD 42
FIGURE 14 FINANCIAL MARKET ANALYTICS SEGMENT TO GROW AT A HIGHER CAGR DURING THE FORECAST PERIOD 43
FIGURE 15 CUSTOMER MANAGEMENT SEGMENT TO GROW AT THE HIGHEST CAGR DURING THE FORECAST PERIOD 50
FIGURE 16 CLOUD DEPLOYMENT MODEL TO GROW AT A HIGHER CAGR DURING THE FORECAST PERIOD 61
FIGURE 17 SMALL AND MEDIUM-SIZED ENTERPRISES TO GROW AT A HIGHER CAGR DURING THE FORECAST PERIOD 65
FIGURE 18 RETAIL AND ECOMMERCE INDUSTRY VERTICAL TO GROW AT THE HIGHEST CAGR DURING THE FORECAST PERIOD 69
FIGURE 19 ASIA PACIFIC TO GROW AT THE HIGHEST CAGR DURING THE FORECAST PERIOD 80
FIGURE 20 NORTH AMERICA: MARKET SNAPSHOT 82
FIGURE 21 ASIA PACIFIC: MARKET SNAPSHOT 92
FIGURE 22 FINANCIAL ANALYTICS MARKET (GLOBAL)
COMPETITIVE LEADERSHIP MAPPING, 2018 106
FIGURE 23 ORACLE: COMPANY SNAPSHOT 109
FIGURE 24 SWOT ANALYSIS: ORACLE 111
FIGURE 25 IBM: COMPANY SNAPSHOT 112
FIGURE 26 SWOT ANALYSIS: IBM 114
FIGURE 27 SAP: COMPANY SNAPSHOT 115
FIGURE 28 SAP: SWOT ANALYSIS 118
FIGURE 29 SAS INSTITUTE: COMPANY SNAPSHOT 119
FIGURE 30 SWOT ANALYSIS: SAS INSTITUTE 121
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FIGURE 31 ALTERYX: COMPANY SNAPSHOT 123
FIGURE 32 SWOT ANALYSIS: TIBCO SOFTWARE 128
FIGURE 33 FAIR ISAAC CORPORATION: COMPANY SNAPSHOT 129
FIGURE 34 TERADATA: COMPANY SNAPSHOT 131

 

List of Tables



TABLE 1 UNITED STATES DOLLAR EXCHANGE RATE, 2015–2018 18
TABLE 2 FINANCIAL ANALYTICS MARKET SIZE AND Y-O-Y, 2016–2023
(USD MILLION, Y-O-Y %) 27
TABLE 3 FINANCIAL ANALYTICS MARKET SIZE, BY COMPONENT, 2016–2023 (USD MILLION) 42
TABLE 4 SOLUTIONS: FINANCIAL ANALYTICS MARKET SIZE, BY TYPE 2016–2023 (USD MILLION) 43
TABLE 5 FINANCIAL FUNCTION ANALYTICS MARKET SIZE, BY REGION 2016–2023 (USD MILLION) 44
TABLE 6 FINANCIAL MARKET ANALYTICS MARKET SIZE, BY REGION 2016–2023 (USD MILLION) 45
TABLE 7 SERVICES: FINANCIAL ANALYTICS MARKET SIZE, BY REGION 2016–2023 (USD MILLION) 46
TABLE 8 SERVICES: FINANCIAL ANALYTICS MARKET SIZE, BY TYPE 2016–2023 (USD MILLION) 46
TABLE 9 PROFESSIONAL SERVICES: FINANCIAL ANALYTICS MARKET SIZE, BY TYPE 2016–2023 (USD MILLION) 47
TABLE 10 FINANCIAL ANALYTICS MARKET SIZE, BY APPLICATION, 2016–2023 (USD MILLION) 51
TABLE 11 WEALTH MANAGEMENT: FINANCIAL ANALYTICS MARKET SIZE, BY REGION 2016–2023 (USD MILLION) 52
TABLE 12 GOVERNANCE, RISK, AND COMPLIANCE MANAGEMENT: FINANCIAL ANALYTICS MARKET SIZE, BY REGION, 2016–2023 (USD MILLION) 53
TABLE 13 FINANCIAL FORECASTING AND BUDGETING: FINANCIAL ANALYTICS MARKET SIZE, BY REGION, 2016–2023 (USD MILLION) 54
TABLE 14 CUSTOMER MANAGEMENT: FINANCIAL ANALYTICS MARKET SIZE, BY REGION, 2016–2023 (USD MILLION) 55
TABLE 15 TRANSACTION MONITORING: FINANCIAL ANALYTICS MARKET SIZE, BY REGION, 2016–2023 (USD MILLION) 56
TABLE 16 CLAIM MANAGEMENT: FINANCIAL ANALYTICS MARKET SIZE, BY REGION 2016–2023 (USD MILLION) 57
TABLE 17 FRAUD DETECTION AND PREVENTION: FINANCIAL ANALYTICS MARKET SIZE BY REGION, 2016–2023 (USD MILLION) 58
TABLE 18 STOCK MANAGEMENT: FINANCIAL ANALYTICS MARKET SIZE, BY REGION 2016–2023 (USD MILLION) 59
TABLE 19 OTHERS: FINANCIAL ANALYTICS MARKET SIZE, BY REGION 2016–2023 (USD MILLION) 59
TABLE 20 FINANCIAL ANALYTICS MARKET SIZE, BY DEPLOYMENT MODEL 2016–2023 (USD MILLION) 61
TABLE 21 ON-PREMISES: FINANCIAL ANALYTICS MARKET SIZE, BY REGION 2016–2023 (USD MILLION) 62
TABLE 22 CLOUD: FINANCIAL ANALYTICS MARKET SIZE, BY REGION 2016–2023 (USD MILLION) 63
TABLE 23 FINANCIAL ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE 2016–2023 (USD MILLION) 65
TABLE 24 LARGE ENTERPRISES: FINANCIAL ANALYTICS MARKET SIZE, BY REGION 2016–2023 (USD MILLION) 66
TABLE 25 SMALL AND MEDIUM-SIZED ENTERPRISES: FINANCIAL ANALYTICS MARKET SIZE, BY REGION, 2016–2023 (USD MILLION) 67
TABLE 26 FINANCIAL ANALYTICS MARKET SIZE, BY VERTICAL, 2016–2023 (USD MILLION) 70
TABLE 27 BANKING, FINANCIAL SERVICES, AND INSURANCE: FINANCIAL ANALYTICS MARKET SIZE, BY REGION, 2016–2023 (USD MILLION) 71
TABLE 28 MANUFACTURING AND AUTOMOTIVE: FINANCIAL ANALYTICS MARKET SIZE BY REGION, 2016–2023 (USD MILLION) 72
TABLE 29 RETAIL AND ECOMMERCE: FINANCIAL ANALYTICS MARKET SIZE, BY REGION, 2016–2023 (USD MILLION) 73
TABLE 30 TELECOMMUNICATIONS AND IT: FINANCIAL ANALYTICS MARKET SIZE, BY REGION, 2016–2023 (USD MILLION) 74
TABLE 31 TRANSPORTATION AND LOGISTICS: FINANCIAL ANALYTICS MARKET SIZE BY REGION, 2016–2023 (USD MILLION) 75
TABLE 32 HEALTHCARE AND PHARMACEUTICALS: FINANCIAL ANALYTICS MARKET SIZE BY REGION, 2016–2023 (USD MILLION) 75
TABLE 33 ENERGY AND UTILITIES: FINANCIAL ANALYTICS MARKET SIZE, BY REGION 2016–2023 (USD MILLION) 76
TABLE 34 GOVERNMENT: FINANCIAL ANALYTICS MARKET SIZE, BY REGION 2016–2023 (USD MILLION) 77
TABLE 35 OTHERS: FINANCIAL ANALYTICS MARKET SIZE, BY REGION 2016–2023 (USD MILLION) 78
TABLE 36 FINANCIAL ANALYTICS MARKET SIZE, BY REGION, 2016–2023 (USD MILLION) 80
TABLE 37 NORTH AMERICA: FINANCIAL ANALYTICS MARKET SIZE, BY COMPONENT 2016–2023 (USD MILLION) 82
TABLE 38 NORTH AMERICA: FINANCIAL ANALYTICS MARKET SIZE, BY SOLUTIONS 2016–2023 (USD MILLION) 83
TABLE 39 NORTH AMERICA: FINANCIAL ANALYTICS MARKET SIZE, BY SERVICE 2016–2023 (USD MILLION) 83
TABLE 40 NORTH AMERICA: FINANCIAL ANALYTICS MARKET SIZE, BY APPLICATION 2016–2023 (USD MILLION) 83
TABLE 41 NORTH AMERICA: FINANCIAL ANALYTICS MARKET SIZE, BY DEPLOYMENT MODEL, 2016–2023 (USD MILLION) 84
TABLE 42 NORTH AMERICA: FINANCIAL ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE, 2016–2023 (USD MILLION) 84
TABLE 43 NORTH AMERICA: FINANCIAL ANALYTICS MARKET SIZE, BY INDUSTRY VERTICAL, 2016–2023 (USD MILLION) 85
TABLE 44 NORTH AMERICA: FINANCIAL ANALYTICS MARKET SIZE, BY COUNTRY 2016–2023 (USD MILLION) 85
TABLE 45 EUROPE: FINANCIAL ANALYTICS MARKET SIZE, BY COMPONENT 2016–2023 (USD MILLION) 86
TABLE 46 EUROPE: FINANCIAL ANALYTICS MARKET SIZE, BY SOLUTIONS 2016–2023 (USD MILLION) 87
TABLE 47 EUROPE: FINANCIAL ANALYTICS MARKET SIZE, BY SERVICES 2016–2023 (USD MILLION) 87
TABLE 48 EUROPE: FINANCIAL ANALYTICS MARKET SIZE, BY APPLICATION 2016–2023 (USD MILLION) 88
TABLE 49 EUROPE: FINANCIAL ANALYTICS MARKET SIZE, BY DEPLOYMENT MODEL 2016–2023 (USD MILLION) 88
TABLE 50 EUROPE: FINANCIAL ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE 2016–2023 (USD MILLION) 89
TABLE 51 EUROPE: FINANCIAL ANALYTICS MARKET SIZE, BY INDUSTRY VERTICAL 2016–2023 (USD MILLION) 89
TABLE 52 EUROPE: FINANCIAL ANALYTICS MARKET SIZE, BY COUNTRY 2016–2023 (USD MILLION) 90
TABLE 53 ASIA PACIFIC: FINANCIAL ANALYTICS MARKET SIZE, BY COMPONENT 2016–2023 (USD MILLION) 92
TABLE 54 ASIA PACIFIC: FINANCIAL ANALYTICS MARKET SIZE, BY SOLUTIONS 2016–2023 (USD MILLION) 93
TABLE 55 ASIA PACIFIC: FINANCIAL ANALYTICS MARKET SIZE, BY SERVICES 2016–2023 (USD MILLION) 93
TABLE 56 ASIA PACIFIC: FINANCIAL ANALYTICS MARKET SIZE, BY APPLICATION 2016–2023 (USD MILLION) 93
TABLE 57 ASIA PACIFIC: FINANCIAL ANALYTICS MARKET SIZE, BY DEPLOYMENT MODEL, 2016–2023 (USD MILLION) 94
TABLE 58 ASIA PACIFIC: FINANCIAL ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE, 2016–2023 (USD MILLION) 94
TABLE 59 ASIA PACIFIC: FINANCIAL ANALYTICS MARKET SIZE, BY INDUSTRY VERTICAL, 2016–2023 (USD MILLION) 95
TABLE 60 ASIA PACIFIC: FINANCIAL ANALYTICS MARKET SIZE, BY INDUSTRY VERTICAL, 2016–2023 (USD MILLION) 95
TABLE 61 LATIN AMERICA: FINANCIAL ANALYTICS MARKET SIZE, BY COMPONENT 2016–2023 (USD MILLION) 97
TABLE 62 LATIN AMERICA: FINANCIAL ANALYTICS MARKET SIZE, BY SOLUTIONS 2016–2023 (USD MILLION) 97
TABLE 63 LATIN AMERICA: FINANCIAL ANALYTICS MARKET SIZE, BY SERVICES 2016–2023 (USD MILLION) 98
TABLE 64 LATIN AMERICA: FINANCIAL ANALYTICS MARKET SIZE, BY APPLICATION 2016–2023 (USD MILLION) 98
TABLE 65 LATIN AMERICA: FINANCIAL ANALYTICS MARKET SIZE, BY DEPLOYMENT MODEL, 2016–2023 (USD MILLION) 99
TABLE 66 LATIN AMERICA: FINANCIAL ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE, 2016–2023 (USD MILLION) 99
TABLE 67 LATIN AMERICA: FINANCIAL ANALYTICS MARKET SIZE, BY INDUSTRY VERTICAL, 2016–2023 (USD MILLION) 99
TABLE 68 LATIN AMERICA: FINANCIAL ANALYTICS MARKET SIZE, BY COUNTRIES 2016–2023 (USD MILLION) 100
TABLE 69 MIDDLE EAST AND AFRICA: FINANCIAL ANALYTICS MARKET SIZE, BY COMPONENT, 2016–2023 (USD MILLION) 101
TABLE 70 MIDDLE EAST AND AFRICA: FINANCIAL ANALYTICS MARKET SIZE, BY SOLUTIONS, 2016–2023 (USD MILLION) 102
TABLE 71 MIDDLE EAST AND AFRICA: FINANCIAL ANALYTICS MARKET SIZE, BY SERVICES, 2016–2023 (USD MILLION) 102
TABLE 72 MIDDLE EAST AND AFRICA: FINANCIAL ANALYTICS MARKET SIZE, BY APPLICATION, 2016–2023 (USD MILLION) 102
TABLE 73 MIDDLE EAST AND AFRICA: FINANCIAL ANALYTICS MARKET SIZE, BY DEPLOYMENT MODEL, 2016–2023 (USD MILLION) 103
TABLE 74 MIDDLE EAST AND AFRICA: FINANCIAL ANALYTICS MARKET SIZE BY ORGANIZATION SIZE, 2016–2023 (USD MILLION) 103
TABLE 75 MIDDLE EAST AND AFRICA: FINANCIAL ANALYTICS MARKET SIZE BY INDUSTRY VERTICAL, 2016–2023 (USD MILLION) 104
TABLE 76 MIDDLE EAST AND AFRICA: FINANCIAL ANALYTICS MARKET SIZE BY REGION, 2016–2023 (USD MILLION) 104