世界のリスク分析市場予測:ソフトウェアタイプ別、サービス別、リスクタイプ別、展開モード別、組織規模別、産業別、地域別

MarketsandMarketsが発行した調査報告書(TC2572)
◆英語タイトル:Risk Analytics Market With COVID-19 Impact Analysis by Software Type(ETL, Risk Calculation Engines), Service, Risk Type(Strategic Risk, Operational Risk, Financial Risk), Deployment Mode, Organization Size, Vertical, and Region - Global Forecast to 2026
◆商品コード:TC2572
◆発行会社(リサーチ会社):MarketsandMarkets
◆発行日:2021年5月26日
◆ページ数:262
◆レポート形式:英語 / PDF
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マーケッツアンドマーケッツ社は、世界のリスク分析市場規模が2021年326億ドルから2026年647億ドルまで、年平均14.7%成長すると予測しています。本調査レポートでは、リスク分析の世界市場について調査し、イントロダクション、調査手法、エグゼクティブサマリー、プレミアムインサイト、市場概要、コンポーネント別(ソフトウェア、サービス)分析、展開モード別(クラウド、オンプレミス)分析、組織規模別(大企業、中小企業)分析、リスクタイプ別(戦略リスク、運用リスク、財務リスク、その他)分析、地域別分析、競争状況、企業情報などを掲載しています。
・イントロダクション
・調査手法
・エグゼクティブサマリー
・プレミアムインサイト
・市場概要・産業動向
・世界のリスク分析市場規模:コンポーネント別(ソフトウェア、サービス)
・世界のリスク分析市場規模:展開モード別(クラウド、オンプレミス)
・世界のリスク分析市場規模:組織規模別(大企業、中小企業)
・世界のリスク分析市場規模:リスクタイプ別(戦略リスク、運用リスク、財務リスク、その他)
・世界のリスク分析市場規模:地域別
・競争状況
・企業情報
【レポートの概要】

“The global risk analytics market size to grow from USD 32.6 billion in 2021 to USD 64.7 billion by 2026, at a Compound Annual Growth Rate (CAGR) of 14.7% during the forecast period.”
Various factors such as compliance with stringent industry regulations, increasing complexities across business processes, rising digitalization and BPA, and growing data and security breaches are expected to drive the adoption of risk analytics solutions and services.

“COVID-19 pandemic has made an adverse impact on credit portfolios.”
There has been an unprecedented rise in unemployment and disruption in economic activity, which are putting a strain on the solvency of customers and companies. Central banks have taken a proactive approach by injecting liquidity into the market by lowering interest rates and asset purchase programs. As per an article by Genpact, Mortgage forbearance increased sharply, showing a nearly 3,000% increase from March 2020 to May 2020. To prepare for such extreme shocks and uncertainty, large US banks increased their loss provisions by ~3–4 times for Q1 2020 compared to Q4 2019, based on their expectations of impending defaults and charge-offs. Regulators are focusing on implementing various measures to get financial institutions back on the path of recovery. Basel Committee on Banking Supervision (BCBS), along with the International Organization of Securities Commission (IOSCO), has decided to postpone implementing the final two phases of margin requirement by one year.Increased volatility in the market has caused high trading losses, affected earnings, and capital preservations, and have led to breaches of limit/thresholds. Higher volatility, price movements, and counterparty risks have directly impacted risk-weighted assets. Hence, the COVID-19 pandemic has disrupted the global financial markets and has created panic, uncertainty, and distraction in the operations of global corporations.

“The GRCsoftwaresegment to have the largest market size during the forecast period”
The Risk analytics market has been segmented based on components into software and services. The software solutions offered in the market include ETL tools, risk calculation engines, scorecard and visualization tools, dashboard analytics and risk reporting tools, and GRC software, and others (operational risk management, human resource risk management, and project risk management). The GRC softwaresegment is expected to have the largest market size during the forecast period. The GRC software enables organizations to build data strategies for managing several corporate governances and corporate compliance issues to meet regulatory requirements. This leads to the adoption of GRC software in the risk analytics market.

“The cloud segmentto have the highest CAGR during the forecast period”
By deployment mode, the risk analytics market has been segmented into on-premises and cloud. The cloud deployment mode enables resiliency and risk reduction, which is not found in on-premises infrastructure. Cloud-hosted environments enable companies to move more rapidly when there is an outage or disruption as compared to on-premise outages and disruptions because the issues are easier to identify and rectify. This leads to the higher growth of cloud deployment mode.
Large enterprises segment to have the largest market size during the forecast period
The risk analytics market has been segmented by organization size into large enterprises and SMEs. The market share of large enterprises is higher; however, the market for SMEs is expected to register a higher CAGR during the forecast period.Organizations need to adhere to various regulatory compliances. The need to identify the potential threats faced by the organizations leads to the adoption of risk analytics solutions by large organizations.

“Among regions, APAC to hold higherCAGR during the forecast period”
APAC is expected to grow at a good pace due to growing digitalization, business complexity, and rising cyberattacks and fraudulent activities in the region.APAC has continually presented lucrative market opportunities for risk analytics solution providers with a notable increase in risk analytics across both its developed and emerging countries. China, Japan, and India have displayed ample growth opportunities in the risk analytics market.

Breakdown of primaries
In-depth interviews were conducted with Chief Executive Officers (CEOs), innovation and technology directors, system integrators, and executives from various key organizations operating in the Risk analytics market.
 By Company:Tier I: 34%,Tier II: 43%, and Tier III: 23%
 By Designation: C-Level Executives: 50%, D-Level Executives: 30%, and Managers: 20%
 By Region:APAC: 30%, Europe: 30%, North America: 25%, MEA: 10%, Latin America: 5%

The report includes the study of key players offering Risk analyticssolutions and services. It profiles major vendors in the global Risk analytics market. The major vendors in the global Risk Analytics market include IBM (US), Oracle (US), SAP (Germany), SAS Institute (US), FIS (US), Moody’s Analytics (US), Verisk Analytics (US), AxiomSL, (US), Gurucul (US), Provenir (US), Risk Edge Solutions (India), BRIDGEi2i (India), Recorded Future (US), DataFactZ (US), Alteryx (US), AcadiaSoft (US), Qlik (US), CubeLogic (UK), Equarius Risk Analytics (US), Quantifi (US), Actify Data Labs (India), Amlgo Labs (India), Zesty.ai (US), Artivatic (India), Attestiv (US), RiskVille (Ireland), Quantexa (UK), Spin Analytics (UK), Kyvos Insights (US), and Imply (US).

Research Coverage
The market study covers the risk analytics market across segments. It aims at estimating the market size and the growth potential of this market across different segments, such as components, deployment mode, organization size, vertical, and region. It includes an in-depth competitive analysis of the key players in the market, along with their company profiles, key observations related to product and business offerings, recent developments, and key market strategies.

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

【レポートの目次】

1 INTRODUCTION 25
1.1 INTRODUCTION TO COVID-19 25
1.2 COVID-19 HEALTH ASSESSMENT 25
FIGURE 1 COVID-19: GLOBAL PROPAGATION 25
FIGURE 2 COVID-19 PROPAGATION: SELECT COUNTRIES 26
1.3 COVID-19 ECONOMIC ASSESSMENT 27
FIGURE 3 REVISED GROSS DOMESTIC PRODUCT FORECASTS FOR SELECT G20 COUNTRIES IN 2020 27
1.3.1 COVID-19 ECONOMIC IMPACT—SCENARIO ASSESSMENT 28
FIGURE 4 CRITERIA IMPACTING THE GLOBAL ECONOMY 28
FIGURE 5 SCENARIOS IN TERMS OF RECOVERY OF THE GLOBAL ECONOMY 29
1.4 OBJECTIVES OF THE STUDY 30
1.5 MARKET DEFINITION 31
1.5.1 INCLUSIONS AND EXCLUSIONS 31
1.6 MARKET SCOPE 32
1.6.1 MARKET SEGMENTATION 32
1.6.2 REGIONS COVERED 33
1.6.3 YEARS CONSIDERED FOR THE STUDY 33
1.7 CURRENCY CONSIDERED 34
TABLE 1 UNITED STATES DOLLAR EXCHANGE RATE, 2018–2020 34
1.8 STAKEHOLDERS 34
1.9 SUMMARY OF CHANGES 34
2 RESEARCH METHODOLOGY 35
2.1 RESEARCH DATA 35
FIGURE 6 RISK ANALYTICS MARKET: RESEARCH DESIGN 35
2.1.1 SECONDARY DATA 36
2.1.2 PRIMARY DATA 36
TABLE 2 PRIMARY INTERVIEWS 36
2.1.2.1 Breakup of primary profiles 37
2.1.2.2 Key industry insights 37
2.2 MARKET BREAKUP AND DATA TRIANGULATION 38
FIGURE 7 DATA TRIANGULATION 38
2.3 MARKET SIZE ESTIMATION 39
FIGURE 8 RISK ANALYTICS MARKET: TOP-DOWN AND BOTTOM-UP APPROACHES 39
2.3.1 TOP-DOWN APPROACH 39
2.3.2 BOTTOM-UP APPROACH 40
FIGURE 9 MARKET SIZE ESTIMATION METHODOLOGY – APPROACH 1 (SUPPLY-SIDE): REVENUE FROM SOLUTIONS/SERVICES OF THE RISK ANALYTICS MARKET 40
FIGURE 10 MARKET SIZE ESTIMATION METHODOLOGY- APPROACH 2, BOTTOM-UP (SUPPLY-SIDE): COLLECTIVE REVENUE FROM ALL SOLUTIONS/SERVICES OF THE RISK ANALYTICS MARKET 41
FIGURE 11 MARKET SIZE ESTIMATION METHODOLOGY-APPROACH 3, BOTTOM-UP (SUPPLY-SIDE): COLLECTIVE REVENUE FROM ALL SOLUTIONS/SERVICES OF THE RISK ANALYTICS MARKET 41
FIGURE 12 MARKET SIZE ESTIMATION METHODOLOGY-APPROACH 4, BOTTOM-UP (DEMAND-SIDE): SHARE OF RISK ANALYTICS THROUGH OVERALL RISK ANALYTICS SPENDING 42
2.4 MARKET FORECAST 43
TABLE 3 FACTOR ANALYSIS 43
2.5 COMPANY EVALUATION MATRIX METHODOLOGY 44
FIGURE 13 COMPANY EVALUATION MATRIX: CRITERIA WEIGHTAGE 44
2.6 STARTUP/SME EVALUATION MATRIX METHODOLOGY 45
FIGURE 14 STARTUP/SME EVALUATION MATRIX: CRITERIA WEIGHTAGE 45
2.7 ASSUMPTIONS FOR THE STUDY 46
2.8 LIMITATIONS OF THE STUDY 47
2.9 IMPLICATIONS OF COVID-19 ON THE RISK ANALYTICS MARKET 48
FIGURE 15 QUARTERLY IMPACT OF COVID-19 DURING 2020–2021 48
3 EXECUTIVE SUMMARY 50
TABLE 4 GLOBAL RISK ANALYTICS MARKET SIZE AND GROWTH RATE,
2021–2026 (USD MILLION, Y-O-Y%) 51
FIGURE 16 SOFTWARE SEGMENT TO HOLD A LARGER MARKET SIZE IN 2021 52
FIGURE 17 GRC SOFTWARE SEGMENT TO HOLD THE LARGEST MARKET SIZE IN 2021 52
FIGURE 18 PROFESSIONAL SERVICES SEGMENT TO HOLD THE LARGER MARKET SHARE IN 2021 53
FIGURE 19 ON-PREMISES SEGMENT TO HOLD A LARGER MARKET SIZE IN 2021 53
FIGURE 20 LARGE ENTERPRISES SEGMENT TO HOLD A LARGER MARKET SHARE IN 2021 53
FIGURE 21 FINANCIAL RISK SEGMENT TO HOLD THE LARGEST MARKET SIZE IN 2021 54
FIGURE 22 BANKING AND FINANCIAL SERVICES VERTICAL TO HOLD THE LARGEST MARKET SIZE IN 2021 54
FIGURE 23 NORTH AMERICA TO HOLD THE HIGHEST MARKET SHARE IN 2021 55
4 PREMIUM INSIGHTS 56
4.1 ATTRACTIVE OPPORTUNITIES IN THE RISK ANALYTICS MARKET 56
FIGURE 24 GROWING DIGITALIZATION AND BUSINESS PROCESS AUTOMATION TO BOOST THE RISK ANALYTICS MARKET GROWTH 56
4.2 RISK ANALYTICS MARKET, BY VERTICAL 56
FIGURE 25 BANKING AND FINANCIAL SERVICES SEGMENT TO HOLD THE LARGEST MARKET SIZE DURING THE FORECAST PERIOD 56
4.3 RISK ANALYTICS MARKET, BY REGION 57
FIGURE 26 NORTH AMERICA TO HOLD THE HIGHEST MARKET SHARE IN 2021 57

4.4 RISK ANALYTICS MARKET, BY SOFTWARE TYPE AND RISK TYPE 57
FIGURE 27 GRC SOFTWARE SEGMENT AND FINANCIAL RISK SEGMENT TO HOLD THE HIGHEST MARKET SHARES IN 2021 57
5 MARKET OVERVIEW AND INDUSTRY TRENDS 58
5.1 INTRODUCTION 58
5.2 MARKET DYNAMICS 58
FIGURE 28 DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES: RISK ANALYTICS MARKET 58
5.2.1 DRIVERS 59
5.2.1.1 Compliance with stringent industry regulations 59
5.2.1.2 Increasing complexities across business processes 59
5.2.1.3 Rising digitalization and BPA 60
5.2.1.4 Growing data and security breaches 60
5.2.2 RESTRAINTS 60
5.2.2.1 Intricate nature of regulatory compliance 60
5.2.3 OPPORTUNITIES 61
5.2.3.1 Adoption of AI and blockchain technology in the market 61
5.2.3.2 Rising innovations in the FinTech industry 61
5.2.4 CHALLENGES 61
5.2.4.1 Integration of data from data silos 61
5.3 PRICING MODEL ANALYSIS 62
5.4 REVENUE SHIFT – YC/YCC SHIFT FOR THE RISK ANALYTICS MARKET 62
FIGURE 29 RISK ANALYTICS MARKET: YC/YCC SHIFT 62
5.5 RISK ANALYTICS: EVOLUTION 63
FIGURE 30 EVOLUTION OF RISK ANALYTICS 64
5.6 RISK ANALYTICS: ECOSYSTEM 64
FIGURE 31 ECOSYSTEM OF RISK ANALYTICS 64
5.7 RISK ANALYTICS MARKET: COVID-19 IMPACT 65
FIGURE 32 RISK ANALYTICS TO WITNESS SLOWDOWN IN GROWTH IN 2020 65
5.8 CASE STUDY ANALYSIS 66
5.8.1 USE CASE 1: NEW ZEALAND SUPERANNUATION FUND USED QUANTIFI SOLUTION FOR CREDIT AND LIQUIDITY RISK MANAGEMENT 66
5.8.2 USE CASE 2: PIRAEUS BANK USED QUANTIFI XVA SOLUTION FOR ADDRESSING ITS XVA REQUIREMENTS 66
5.8.3 USE CASE 3: THE POWER MAPPING ELEMENT OF VERISK MAPLECROFT’S RISK ANALYSIS SERVICE WAS USED TO INFORM BUSINESS DECISIONS 67
5.8.4 USE CASE 4: REGIONAL BANK DEPLOYED ONESPAN RISK ANALYTICS SOLUTION TO DRIVE DOWN FRAUD 67
5.8.5 USE CASE 5: EMEA-BASED FINANCIAL INSTITUTIONS DEPLOYED IFRS 9 SOLUTION OF AXIOMSL 67
5.9 VALUE/SUPPLY CHAIN ANALYSIS 68
FIGURE 33 VALUE/SUPPLY CHAIN ANALYSIS 68
TABLE 5 RISK ANALYTICS MARKET: VALUE/SUPPLY CHAIN 69
5.10 PATENT ANALYSIS 70
5.10.1 METHODOLOGY 70
5.10.2 DOCUMENT TYPE 70
TABLE 6 PATENTS FILED, 2018-2021 70
5.10.3 INNOVATION AND PATENT APPLICATIONS 70
FIGURE 34 TOTAL NUMBER OF PATENTS GRANTED IN A YEAR, 2018–2021 70
5.10.3.1 Top applicants 71
FIGURE 35 TOP 10 COMPANIES WITH THE HIGHEST NUMBER OF PATENT APPLICATIONS, 2018–2021 71
TABLE 7 TOP TEN PATENT OWNERS (US) IN THE RISK ANALYTICS MARKET,
2018–2021 71
5.11 TECHNOLOGY ANALYSIS 72
5.11.1 RISK ANALYTICS AND MACHINE LEARNING 72
5.11.2 RISK ANALYTICS AND ARTIFICIAL INTELLIGENCE 72
5.11.3 RISK ANALYTICS AND INTERNET OF THINGS 72
5.12 PORTER’S FIVE FORCES ANALYSIS 72
TABLE 8 RISK ANALYTICS MARKET: PORTER’S FIVE FORCES ANALYSIS 72
FIGURE 36 RISK ANALYTICS: PORTER’S FIVE FORCES ANALYSIS 73
5.12.1 THREAT OF NEW ENTRANTS 73
5.12.2 THREAT OF SUBSTITUTES 74
5.12.3 BARGAINING POWER OF SUPPLIERS 74
5.12.4 BARGAINING POWER OF BUYERS 74
5.12.5 INTENSITY OF COMPETITIVE RIVALRY 74
5.13 REGULATORY IMPLICATIONS 75
5.13.1 INTRODUCTION 75
5.13.2 ISO 31000 2009: RISK MANAGEMENT PRINCIPLES AND GUIDELINES 75
5.13.3 ISO/IEC 31010:2009: RISK MANAGEMENT–RISK ASSESSMENT TECHNIQUES 75
5.13.4 GRC CAPABILITY MODEL 3.0 (RED BOOK) 75
5.13.5 COMMITTEE OF SPONSORING ORGANIZATIONS: ENTERPRISE RISK MANAGEMENT FRAMEWORK 76
5.13.6 BASEL 76
6 RISK ANALYTICS MARKET, BY COMPONENT 77
6.1 INTRODUCTION 78
6.1.1 COMPONENT: RISK ANALYTICS MARKET DRIVERS 78
6.1.2 COMPONENT: COVID-19 IMPACT 78
FIGURE 37 THE SERVICES SEGMENT TO REGISTER A HIGHER CAGR DURING THE FORECAST PERIOD 79
TABLE 9 RISK ANALYTICS MARKET SIZE, BY COMPONENT, 2015–2020 (USD MILLION) 79
TABLE 10 RISK ANALYTICS MARKET SIZE, BY COMPONENT, 2021–2026 (USD MILLION) 79

6.2 SOFTWARE 80
FIGURE 38 GRC SOFTWARE TO HOLD THE LARGEST MARKET SIZE DURING THE FORECAST PERIOD 80
TABLE 11 SOFTWARE: RISK ANALYTICS MARKET SIZE, BY REGION,
2015–2020 (USD MILLION) 80
TABLE 12 SOFTWARE: RISK ANALYTICS MARKET SIZE, BY REGION,
2021–2026 (USD MILLION) 81
TABLE 13 RISK ANALYTICS MARKET SIZE, BY SOFTWARE TYPE,
2015–2020 (USD MILLION) 81
TABLE 14 RISK ANALYTICS MARKET SIZE, BY SOFTWARE TYPE,
2021–2026 (USD MILLION) 81
6.2.1 ETL TOOLS 82
TABLE 15 ETL TOOLS: RISK ANALYTICS MARKET SIZE, BY REGION,
2015–2020 (USD MILLION) 82
TABLE 16 ETL TOOLS: RISK ANALYTICS MARKET SIZE, BY REGION,
2021–2026 (USD MILLION) 82
6.2.2 RISK CALCULATION ENGINES 83
TABLE 17 RISK CALCULATION ENGINES: RISK ANALYTICS MARKET SIZE, BY REGION, 2015–2020 (USD MILLION) 83
TABLE 18 RISK CALCULATION ENGINES: RISK ANALYTICS MARKET SIZE, BY REGION, 2021–2026 (USD MILLION) 83
6.2.3 SCORECARD AND VISUALIZATION TOOLS 84
TABLE 19 SCORECARD AND VISUALIZATION TOOLS: RISK ANALYTICS MARKET SIZE,
BY REGION, 2015–2020 (USD MILLION) 84
TABLE 20 SCORECARD AND VISUALIZATION TOOLS: RISK ANALYTICS MARKET SIZE,
BY REGION, 2021–2026 (USD MILLION) 84
6.2.4 DASHBOARD ANALYTICS AND RISK REPORTING TOOLS 85
TABLE 21 DASHBOARD ANALYTICS AND RISK REPORTING TOOLS: RISK ANALYTICS MARKET SIZE, BY REGION, 2015–2020 (USD MILLION) 85
TABLE 22 DASHBOARD ANALYTICS AND RISK REPORTING TOOLS: RISK ANALYTICS MARKET SIZE, BY REGION, 2021–2026 (USD MILLION) 85
6.2.5 GRC SOFTWARE 86
TABLE 23 GRC SOFTWARE: RISK ANALYTICS MARKET SIZE, BY REGION,
2015–2020 (USD MILLION) 86
TABLE 24 GRC SOFTWARE: RISK ANALYTICS MARKET SIZE, BY REGION,
2021–2026 (USD MILLION) 86
6.2.6 OTHER SOFTWARE TYPES 87
TABLE 25 OTHER SOFTWARE TYPES: RISK ANALYTICS MARKET SIZE, BY REGION,
2015–2020 (USD MILLION) 87
TABLE 26 OTHERS: RISK ANALYTICS MARKET SIZE, BY REGION,
2021–2026 (USD MILLION) 87
6.3 SERVICES 88
FIGURE 39 MANAGED SERVICES SEGMENT TO GROW AT A HIGHER CAGR DURING
THE FORECAST PERIOD 88
TABLE 27 SERVICES: RISK ANALYTICS MARKET SIZE, BY REGION,
2015–2020 (USD MILLION) 88
TABLE 28 SERVICES: RISK ANALYTICS MARKET SIZE, BY REGION,
2021–2026 (USD MILLION) 89
TABLE 29 RISK ANALYTICS MARKET SIZE, BY SERVICE, 2015–2020 (USD MILLION) 89
TABLE 30 RISK ANALYTICS MARKET SIZE, BY SERVICE, 2021–2026 (USD MILLION) 89
6.3.1 PROFESSIONAL SERVICES 90
TABLE 31 PROFESSIONAL SERVICES: RISK ANALYTICS MARKET SIZE, BY REGION, 2015–2020 (USD MILLION) 90
TABLE 32 PROFESSIONAL SERVICES: RISK ANALYTICS MARKET SIZE, BY REGION, 2021–2026 (USD MILLION) 90
6.3.2 MANAGED SERVICES 91
TABLE 33 MANAGED SERVICES: RISK ANALYTICS MARKET SIZE, BY REGION,
2015–2020 (USD MILLION) 91
TABLE 34 MANAGED SERVICES: RISK ANALYTICS MARKET SIZE, BY REGION,
2021–2026 (USD MILLION) 91
7 RISK ANALYTICS MARKET, BY DEPLOYMENT MODE 92
7.1 INTRODUCTION 93
7.1.1 DEPLOYMENT MODE: RISK ANALYTICS MARKET DRIVERS 93
7.1.2 DEPLOYMENT MODE: COVID-19 IMPACT 93
FIGURE 40 ON-PREMISES SEGMENT TO HOLD A LARGER MARKET SIZE DURING THE FORECAST PERIOD 94
TABLE 35 RISK ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE,
2015–2020 (USD MILLION) 94
TABLE 36 RISK ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE,
2021–2026 (USD MILLION) 94
7.2 CLOUD 95
TABLE 37 CLOUD: RISK ANALYTICS MARKET SIZE, BY REGION,
2015–2020 (USD MILLION) 95
TABLE 38 CLOUD: RISK ANALYTICS MARKET SIZE, BY REGION,
2021–2026 (USD MILLION) 95
7.3 ON-PREMISES 96
TABLE 39 ON-PREMISES: RISK ANALYTICS MARKET SIZE, BY REGION,
2015–2020 (USD MILLION) 96
TABLE 40 ON-PREMISES: RISK ANALYTICS MARKET SIZE, BY REGION,
2021–2026 (USD MILLION) 96
8 RISK ANALYTICS MARKET, BY ORGANIZATION SIZE 97
8.1 INTRODUCTION 98
8.1.1 ORGANIZATION SIZE: RISK ANALYTICS MARKET DRIVERS 98
8.1.2 ORGANIZATION SIZE: COVID-19 IMPACT 98
FIGURE 41 SMALL AND MEDIUM-SIZED ENTERPRISES SEGMENT TO GROW AT A HIGHER CAGR DURING THE FORECAST PERIOD 99
TABLE 41 RISK ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE,
2015–2020 (USD MILLION) 99
TABLE 42 RISK ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE,
2021–2026 (USD MILLION) 99

8.2 LARGE ENTERPRISES 100
TABLE 43 LARGE ENTERPRISES: RISK ANALYTICS MARKET SIZE, BY REGION,
2015–2020 (USD MILLION) 100
TABLE 44 LARGE ENTERPRISES: RISK ANALYTICS MARKET SIZE, BY REGION,
2021–2026 (USD MILLION) 100
8.3 SMALL AND MEDIUM-SIZED ENTERPRISES 101
TABLE 45 SMALL AND MEDIUM-SIZED ENTERPRISES: RISK ANALYTICS MARKET SIZE, BY REGION, 2015–2020 (USD MILLION) 101
TABLE 46 SMALL AND MEDIUM-SIZED ENTERPRISES: RISK ANALYTICS MARKET SIZE, BY REGION, 2021–2026 (USD MILLION) 101
9 RISK ANALYTICS MARKET, BY RISK TYPE 102
9.1 INTRODUCTION 103
9.1.1 RISK TYPE: RISK ANALYTICS MARKET DRIVERS 103
9.1.2 RISK TYPE: COVID-19 IMPACT 103
FIGURE 42 STRATEGIC RISK SEGMENT TO GROW AT THE HIGHEST CAGR DURING THE FORECAST PERIOD 104
TABLE 47 RISK ANALYTICS MARKET SIZE, BY RISK TYPE, 2015–2020 (USD MILLION) 104
TABLE 48 RISK ANALYTICS MARKET SIZE, BY RISK TYPE, 2021–2026 (USD MILLION) 104
9.2 STRATEGIC RISK 105
TABLE 49 STRATEGIC RISK: RISK ANALYTICS MARKET, BY REGION,
2015–2020 (USD MILLION) 105
TABLE 50 STRATEGIC RISK: RISK ANALYTICS MARKET, BY REGION,
2021–2026 (USD MILLION) 105
9.3 OPERATIONAL RISK 106
TABLE 51 OPERATIONAL RISK: RISK ANALYTICS MARKET, BY REGION,
2015–2020 (USD MILLION) 106
TABLE 52 OPERATIONAL RISK: RISK ANALYTICS MARKET, BY REGION,
2021–2026 (USD MILLION) 106
9.4 FINANCIAL RISK 107
TABLE 53 FINANCIAL RISK: RISK ANALYTICS MARKET, BY REGION,
2015–2020 (USD MILLION) 107
TABLE 54 FINANCIAL RISK: RISK ANALYTICS MARKET, BY REGION,
2021–2026 (USD MILLION) 107
9.5 OTHERS 108
TABLE 55 OTHERS: RISK ANALYTICS MARKET, BY REGION, 2015–2020 (USD MILLION) 108
TABLE 56 OTHERS: RISK ANALYTICS MARKET, BY REGION, 2021–2026 (USD MILLION) 108
10 RISK ANALYTICS MARKET, BY VERTICAL 109
10.1 INTRODUCTION 110
10.1.1 VERTICAL: RISK ANALYTICS MARKET DRIVERS 110
10.1.2 VERTICAL: COVID-19 IMPACT 110
10.2 RISK ANALYTICS: ENTERPRISE USE CASES 111
TABLE 57 RISK ANALYTICS: ENTERPRISE USE CASES 111
FIGURE 43 HEALTHCARE AND LIFE SCIENCES VERTICAL TO REGISTER THE HIGHEST CAGR DURING THE FORECAST PERIOD 112
TABLE 58 RISK ANALYTICS MARKET SIZE, BY VERTICAL, 2015–2020 (USD MILLION) 112
TABLE 59 RISK ANALYTICS MARKET SIZE, BY VERTICAL, 2021–2026 (USD MILLION) 113
10.3 BANKING AND FINANCIAL SERVICES 113
TABLE 60 BANKING AND FINANCIAL SERVICES: RISK ANALYTICS MARKET SIZE,
BY REGION, 2015–2020 (USD MILLION) 114
TABLE 61 BANKING AND FINANCIAL SERVICES: RISK ANALYTICS MARKET SIZE,
BY REGION, 2021–2026 (USD MILLION) 114
10.4 INSURANCE 115
TABLE 62 INSURANCE: RISK ANALYTICS MARKET SIZE, BY REGION,
2015–2020 (USD MILLION) 115
TABLE 63 INSURANCE: RISK ANALYTICS MARKET SIZE, BY REGION,
2021–2026 (USD MILLION) 115
10.5 MANUFACTURING 116
TABLE 64 MANUFACTURING: RISK ANALYTICS MARKET SIZE, BY REGION,
2015–2020 (USD MILLION) 116
TABLE 65 MANUFACTURING: RISK ANALYTICS MARKET SIZE, BY REGION,
2021–2026 (USD MILLION) 116
10.6 TRANSPORTATION AND LOGISTICS 117
TABLE 66 TRANSPORTATION AND LOGISTICS: RISK ANALYTICS MARKET SIZE,
BY REGION, 2015–2020 (USD MILLION) 117
TABLE 67 TRANSPORTATION AND LOGISTICS: RISK ANALYTICS MARKET SIZE,
BY REGION, 2021–2026 (USD MILLION) 117
10.7 RETAIL AND CONSUMER GOODS 118
TABLE 68 RETAIL AND CONSUMER GOODS: RISK ANALYTICS MARKET SIZE, BY REGION, 2015–2020 (USD MILLION) 118
TABLE 69 RETAIL AND CONSUMER GOODS: RISK ANALYTICS MARKET SIZE, BY REGION, 2021–2026 (USD MILLION) 118
10.8 IT AND TELECOM 119
TABLE 70 IT AND TELECOM: RISK ANALYTICS MARKET SIZE, BY REGION,
2015–2020 (USD MILLION) 119
TABLE 71 IT AND TELECOM: RISK ANALYTICS MARKET SIZE, BY REGION,
2021–2026 (USD MILLION) 119
10.9 GOVERNMENT AND DEFENSE 120
TABLE 72 GOVERNMENT AND DEFENSE: RISK ANALYTICS MARKET SIZE, BY REGION, 2015–2020 (USD MILLION) 120
TABLE 73 GOVERNMENT AND DEFENSE: RISK ANALYTICS MARKET SIZE, BY REGION, 2021–2026 (USD MILLION) 120
10.10 HEALTHCARE AND LIFE SCIENCES 121
TABLE 74 HEALTHCARE AND LIFE SCIENCES: RISK ANALYTICS MARKET SIZE,
BY REGION, 2015–2020 (USD MILLION) 121
TABLE 75 HEALTHCARE AND LIFE SCIENCES: RISK ANALYTICS MARKET SIZE,
BY REGION, 2021–2026 (USD MILLION) 121
10.11 ENERGY AND UTILITIES 122
TABLE 76 ENERGY AND UTILITIES: RISK ANALYTICS MARKET SIZE, BY REGION,
2015–2020 (USD MILLION) 122
TABLE 77 ENERGY AND UTILITIES: RISK ANALYTICS MARKET SIZE, BY REGION,
2021–2026 (USD MILLION) 122
10.12 OTHER VERTICALS 123
TABLE 78 OTHER VERTICALS: RISK ANALYTICS MARKET SIZE, BY REGION,
2015–2020 (USD MILLION) 123
TABLE 79 OTHER VERTICALS: RISK ANALYTICS MARKET SIZE, BY REGION,
2021–2026 (USD MILLION) 123
11 RISK ANALYTICS MARKET, BY REGION 124
11.1 INTRODUCTION 125
FIGURE 44 INDIA TO ACCOUNT FOR THE HIGHEST CAGR DURING THE FORECAST PERIOD 125
FIGURE 45 ASIA PACIFIC TO WITNESS THE HIGHEST CAGR DURING
THE FORECAST PERIOD 125
TABLE 80 RISK ANALYTICS MARKET SIZE, BY REGION, 2015–2020 (USD MILLION) 126
TABLE 81 RISK ANALYTICS MARKET SIZE, BY REGION, 2021–2026 (USD MILLION) 126
11.2 NORTH AMERICA 126
11.2.1 NORTH AMERICA: RISK ANALYTICS MARKET DRIVERS 127
11.2.2 NORTH AMERICA: COVID-19 IMPACT 127
11.2.3 NORTH AMERICA: REGULATIONS 128
11.2.3.1 The Personal Information Protection and Electronic Documents
Act (PIPEDA) 128
11.2.3.2 Gramm–Leach–Bliley (GLB) Act 128
11.2.3.3 Health Insurance Portability and Accountability (HIPAA) Act of 1996 128
11.2.3.4 California Consumer Privacy Act (CSPA) 128
FIGURE 46 NORTH AMERICA: MARKET SNAPSHOT 129
TABLE 82 NORTH AMERICA: RISK ANALYTICS MARKET SIZE, BY COMPONENT,
2015–2020 (USD MILLION) 129
TABLE 83 NORTH AMERICA: RISK ANALYTICS MARKET SIZE, BY COMPONENT,
2021–2026 (USD MILLION) 130
TABLE 84 NORTH AMERICA: RISK ANALYTICS MARKET SIZE, BY SOFTWARE TYPE, 2015–2020 (USD MILLION) 130
TABLE 85 NORTH AMERICA: RISK ANALYTICS MARKET SIZE, BY SOFTWARE TYPE, 2021–2026 (USD MILLION) 131
TABLE 86 NORTH AMERICA: RISK ANALYTICS MARKET SIZE, BY SERVICE,
2015–2020 (USD MILLION) 131
TABLE 87 NORTH AMERICA: RISK ANALYTICS MARKET SIZE, BY SERVICE,
2021–2026 (USD MILLION) 131
TABLE 88 NORTH AMERICA: RISK ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2015–2020 (USD MILLION) 132
TABLE 89 NORTH AMERICA: RISK ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2021–2026 (USD MILLION) 132
TABLE 90 NORTH AMERICA: RISK ANALYTICS MARKET SIZE, BY RISK TYPE,
2015–2020 (USD MILLION) 132
TABLE 91 NORTH AMERICA: RISK ANALYTICS MARKET SIZE, BY RISK TYPE,
2021–2026 (USD MILLION) 133
TABLE 92 NORTH AMERICA: RISK ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE, 2015–2020 (USD MILLION) 133
TABLE 93 NORTH AMERICA: RISK ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION) 133
TABLE 94 NORTH AMERICA: RISK ANALYTICS MARKET SIZE, BY VERTICAL,
2015–2020 (USD MILLION) 134
TABLE 95 NORTH AMERICA: RISK ANALYTICS MARKET SIZE, BY VERTICAL,
2021–2026 (USD MILLION) 134
TABLE 96 NORTH AMERICA: RISK ANALYTICS MARKET SIZE, BY COUNTRY,
2015–2020 (USD MILLION) 135
TABLE 97 NORTH AMERICA: RISK ANALYTICS MARKET SIZE, BY COUNTRY,
2021–2026 (USD MILLION) 135
11.2.4 UNITED STATES 135
11.2.5 CANADA 135
11.3 EUROPE 136
11.3.1 EUROPE: RISK ANALYTICS MARKET DRIVERS 136
11.3.2 EUROPE: COVID-19 IMPACT 136
11.3.3 EUROPE: REGULATIONS 137
11.3.3.1 General Data Protection Regulation (GDPR) 137
11.3.3.2 European Committee for Standardization (CEN) 137
TABLE 98 EUROPE: RISK ANALYTICS MARKET SIZE, BY COMPONENT,
2015–2020 (USD MILLION) 137
TABLE 99 EUROPE: RISK ANALYTICS MARKET SIZE, BY COMPONENT,
2021–2026 (USD MILLION) 137
TABLE 100 EUROPE: RISK ANALYTICS MARKET SIZE, BY SOFTWARE TYPE,
2015–2020 (USD MILLION) 138
TABLE 101 EUROPE: RISK ANALYTICS MARKET SIZE, BY SOFTWARE TYPE,
2021–2026 (USD MILLION) 138
TABLE 102 EUROPE: RISK ANALYTICS MARKET SIZE, BY SERVICE,
2015–2020 (USD MILLION) 138
TABLE 103 EUROPE: RISK ANALYTICS MARKET SIZE, BY SERVICE,
2021–2026 (USD MILLION) 139
TABLE 104 EUROPE: RISK ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE,
2015–2020 (USD MILLION) 139
TABLE 105 EUROPE: RISK ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE,
2021–2026 (USD MILLION) 139
TABLE 106 EUROPE: RISK ANALYTICS MARKET SIZE, BY RISK TYPE,
2015–2020 (USD MILLION) 140
TABLE 107 EUROPE: RISK ANALYTICS MARKET SIZE, BY RISK TYPE,
2021–2026 (USD MILLION) 140
TABLE 108 EUROPE: RISK ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE,
2015–2020 (USD MILLION) 140
TABLE 109 EUROPE: RISK ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE,
2021–2026 (USD MILLION) 141
TABLE 110 EUROPE: RISK ANALYTICS MARKET SIZE, BY VERTICAL,
2015–2020 (USD MILLION) 141
TABLE 111 EUROPE: RISK ANALYTICS MARKET SIZE, BY VERTICAL,
2021–2026 (USD MILLION) 142
TABLE 112 EUROPE: RISK ANALYTICS MARKET SIZE, BY COUNTRY,
2015–2020 (USD MILLION) 142
TABLE 113 EUROPE: RISK ANALYTICS MARKET SIZE, BY COUNTRY,
2021–2026 (USD MILLION) 143
11.3.4 UNITED KINGDOM 143
11.3.5 GERMANY 143
11.3.6 FRANCE 143
11.3.7 REST OF EUROPE 143
11.4 ASIA PACIFIC 144
11.4.1 ASIA PACIFIC: RISK ANALYTICS MARKET DRIVERS 144
11.4.2 ASIA PACIFIC: COVID-19 IMPACT 144
11.4.3 ASIA PACIFIC: REGULATIONS 145
11.4.3.1 Personal Data Protection Act (PDPA) 145
11.4.3.2 International Organization for Standardization (ISO) 27001 145
FIGURE 47 ASIA PACIFIC: MARKET SNAPSHOT 146
TABLE 114 ASIA PACIFIC: RISK ANALYTICS MARKET SIZE, BY COMPONENT,
2015–2020 (USD MILLION) 146
TABLE 115 ASIA PACIFIC: RISK ANALYTICS MARKET SIZE, BY COMPONENT,
2021–2026 (USD MILLION) 147
TABLE 116 ASIA PACIFIC: RISK ANALYTICS MARKET SIZE, BY SOFTWARE TYPE,
2015–2020 (USD MILLION) 147
TABLE 117 ASIA PACIFIC: RISK ANALYTICS MARKET SIZE, BY SOFTWARE TYPE,
2021–2026 (USD MILLION) 148
TABLE 118 ASIA PACIFIC: RISK ANALYTICS MARKET SIZE, BY SERVICE,
2015–2020 (USD MILLION) 148
TABLE 119 ASIA PACIFIC: RISK ANALYTICS MARKET SIZE, BY SERVICE,
2021–2026 (USD MILLION) 148
TABLE 120 ASIA PACIFIC: RISK ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2015–2020 (USD MILLION) 149
TABLE 121 ASIA PACIFIC: RISK ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2021–2026 (USD MILLION) 149
TABLE 122 ASIA PACIFIC: RISK ANALYTICS MARKET SIZE, BY RISK TYPE,
2015–2020 (USD MILLION) 149
TABLE 123 ASIA PACIFIC: RISK ANALYTICS MARKET SIZE, BY RISK TYPE,
2021–2026 (USD MILLION) 150
TABLE 124 ASIA PACIFIC: RISK ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE, 2015–2020 (USD MILLION) 150
TABLE 125 ASIA PACIFIC: RISK ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION) 150
TABLE 126 ASIA PACIFIC: RISK ANALYTICS MARKET SIZE, BY VERTICAL,
2015–2020 (USD MILLION) 151
TABLE 127 ASIA PACIFIC: RISK ANALYTICS MARKET SIZE, BY VERTICAL,
2021–2026 (USD MILLION) 151
TABLE 128 ASIA PACIFIC: RISK ANALYTICS MARKET SIZE, BY COUNTRY,
2015–2020 (USD MILLION) 152
TABLE 129 ASIA PACIFIC: RISK ANALYTICS MARKET SIZE, BY COUNTRY,
2021–2026 (USD MILLION) 152
11.4.4 CHINA 152
11.4.5 JAPAN 152
11.4.6 INDIA 153
11.4.7 REST OF ASIA PACIFIC 153
11.5 MIDDLE EAST AND AFRICA 153
11.5.1 MIDDLE EAST AND AFRICA: RISK ANALYTICS MARKET DRIVERS 153
11.5.2 MIDDLE EAST AND AFRICA: COVID-19 IMPACT 154
11.5.3 MIDDLE EAST AND AFRICA: REGULATIONS 154
11.5.3.1 Israeli Privacy Protection Regulations (Data Security), 5777-2017 154
11.5.3.2 GDPR Applicability in KSA 154
11.5.3.3 Protection of Personal Information Act (POPIA) 155
TABLE 130 MIDDLE EAST AND AFRICA: RISK ANALYTICS MARKET SIZE, BY COMPONENT, 2015–2020 (USD MILLION) 155
TABLE 131 MIDDLE EAST AND AFRICA: RISK ANALYTICS MARKET SIZE, BY COMPONENT, 2021–2026 (USD MILLION) 155
TABLE 132 MIDDLE EAST AND AFRICA: RISK ANALYTICS MARKET SIZE,
BY SOFTWARE TYPE, 2015–2020 (USD MILLION) 156
TABLE 133 MIDDLE EAST AND AFRICA: RISK ANALYTICS MARKET SIZE,
BY SOFTWARE TYPE, 2021–2026 (USD MILLION) 156
TABLE 134 MIDDLE EAST AND AFRICA: RISK ANALYTICS MARKET SIZE,
BY SERVICE, 2015–2020 (USD MILLION) 156
TABLE 135 MIDDLE EAST AND AFRICA: RISK ANALYTICS MARKET SIZE,
BY SERVICE, 2021–2026 (USD MILLION) 157
TABLE 136 MIDDLE EAST AND AFRICA: RISK ANALYTICS MARKET SIZE,
BY DEPLOYMENT MODE, 2015–2020 (USD MILLION) 157
TABLE 137 MIDDLE EAST AND AFRICA: RISK ANALYTICS MARKET SIZE,
BY DEPLOYMENT MODE, 2021–2026 (USD MILLION) 157
TABLE 138 MIDDLE EAST AND AFRICA: RISK ANALYTICS MARKET SIZE, BY RISK TYPE, 2015–2020 (USD MILLION) 158
TABLE 139 MIDDLE EAST AND AFRICA: RISK ANALYTICS MARKET SIZE, BY RISK TYPE, 2021–2026 (USD MILLION) 158
TABLE 140 MIDDLE EAST AND AFRICA: RISK ANALYTICS MARKET SIZE,
BY ORGANIZATION SIZE, 2015–2020 (USD MILLION) 158
TABLE 141 MIDDLE EAST AND AFRICA: RISK ANALYTICS MARKET SIZE,
BY ORGANIZATION SIZE, 2021–2026 (USD MILLION) 159
TABLE 142 MIDDLE EAST AND AFRICA: RISK ANALYTICS MARKET SIZE, BY VERTICAL, 2015–2020 (USD MILLION) 159
TABLE 143 MIDDLE EAST AND AFRICA: RISK ANALYTICS MARKET SIZE, BY VERTICAL, 2021–2026 (USD MILLION) 160
TABLE 144 MIDDLE EAST AND AFRICA: RISK ANALYTICS MARKET SIZE, BY SUB-REGION, 2015–2020 (USD MILLION) 160
TABLE 145 MIDDLE EAST AND AFRICA: RISK ANALYTICS MARKET SIZE, BY COUNTRY, 2021–2026 (USD MILLION) 160
11.5.4 MIDDLE EAST 161
11.5.5 AFRICA 161
11.6 LATIN AMERICA 161
11.6.1 LATIN AMERICA: RISK ANALYTICS MARKET DRIVERS 161
11.6.2 LATIN AMERICA: COVID-19 IMPACT 161
11.6.3 LATIN AMERICA: REGULATIONS 162
11.6.3.1 Brazil Data Protection Law 162
11.6.3.2 Argentina Personal Data Protection Law No. 25.326 162
TABLE 146 LATIN AMERICA: RISK ANALYTICS MARKET SIZE, BY COMPONENT,
2015–2020 (USD MILLION) 162
TABLE 147 LATIN AMERICA: RISK ANALYTICS MARKET SIZE, BY COMPONENT,
2021–2026 (USD MILLION) 163
TABLE 148 LATIN AMERICA: RISK ANALYTICS MARKET SIZE, BY SOFTWARE TYPE,
2015–2020 (USD MILLION) 163
TABLE 149 LATIN AMERICA: RISK ANALYTICS MARKET SIZE, BY SOFTWARE TYPE,
2021–2026 (USD MILLION) 164
TABLE 150 LATIN AMERICA: RISK ANALYTICS MARKET SIZE, BY SERVICE,
2015–2020 (USD MILLION) 164
TABLE 151 LATIN AMERICA: RISK ANALYTICS MARKET SIZE, BY SERVICE,
2021–2026 (USD MILLION) 164
TABLE 152 LATIN AMERICA: RISK ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2015–2020 (USD MILLION) 164
TABLE 153 LATIN AMERICA: RISK ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2021–2026 (USD MILLION) 165
TABLE 154 LATIN AMERICA: RISK ANALYTICS MARKET SIZE, BY RISK TYPE,
2015–2020 (USD MILLION) 165
TABLE 155 LATIN AMERICA: RISK ANALYTICS MARKET SIZE, BY RISK TYPE,
2021–2026 (USD MILLION) 165
TABLE 156 LATIN AMERICA: RISK ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE, 2015–2020 (USD MILLION) 166
TABLE 157 LATIN AMERICA: RISK ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION) 166
TABLE 158 LATIN AMERICA: RISK ANALYTICS MARKET SIZE, BY VERTICAL,
2015–2020 (USD MILLION) 166
TABLE 159 LATIN AMERICA: RISK ANALYTICS MARKET SIZE, BY VERTICAL,
2021–2026 (USD MILLION) 167
TABLE 160 LATIN AMERICA: RISK ANALYTICS MARKET SIZE, BY COUNTRY,
2015–2020 (USD MILLION) 167
TABLE 161 LATIN AMERICA: RISK ANALYTICS MARKET SIZE, BY COUNTRY,
2021–2026 (USD MILLION) 168
11.6.4 BRAZIL 168
11.6.5 MEXICO 168
11.6.6 REST OF LATIN AMERICA 168
12 COMPETITIVE LANDSCAPE 169
12.1 OVERVIEW 169
12.2 REVENUE ANALYSIS 169
FIGURE 48 REVENUE ANALYSIS FOR KEY COMPANIES IN THE PAST FIVE YEARS 169
12.3 MARKET SHARE ANALYSIS 169
TABLE 162 RISK ANALYTICS MARKET: DEGREE OF COMPETITION 170
12.4 COMPANY EVALUATION QUADRANT 170
12.4.1 STARS 170
12.4.2 EMERGING LEADERS 170
12.4.3 PERVASIVE PLAYERS 170
12.4.4 PARTICIPANTS 170
FIGURE 49 KEY RISK ANALYTICS MARKET PLAYERS, COMPANY EVALUATION MATRIX, 2020 171
12.5 MARKET SHARE/RANK 171
FIGURE 50 RANKING OF KEY PLAYERS, 2021 171
12.6 PRODUCT FOOTPRINT 172
TABLE 163 COMPANY PRODUCT FOOTPRINT 172
TABLE 164 COMPANY REGION FOOTPRINT 173
12.7 STARTUP/SME EVALUATION QUADRANT 174
12.7.1 PROGRESSIVE COMPANIES 174
12.7.2 RESPONSIVE COMPANIES 174
12.7.3 DYNAMIC COMPANIES 174
12.7.4 STARTING BLOCKS 174
FIGURE 51 STARTUP/SME RISK ANALYTICS MARKET EVALUATION MATRIX, 2020 175
12.8 COMPETITIVE SCENARIO 176
12.8.1 PRODUCT LAUNCHES 176
TABLE 165 PRODUCT LAUNCHES, JANUARY 2018– MAY 2021 176
12.8.2 DEALS 178
TABLE 166 DEALS, JANUARY 2018 – MAY 2021 178
12.8.3 OTHERS 180
TABLE 167 OTHERS, 2018–2021 180

13 COMPANY PROFILES 181
13.1 INTRODUCTION 181
(Business overview, Financial overview, Products offered, Recent developments & MnM View)*
13.2 KEY PLAYERS 181
13.2.1 IBM 181
TABLE 168 IBM: BUSINESS OVERVIEW 181
FIGURE 52 IBM: COMPANY SNAPSHOT 182
TABLE 169 IBM: PRODUCTS/SOLUTIONS/SERVICES OFFERED 182
TABLE 170 IBM: PRODUCT LAUNCHES, 2018–2021 183
TABLE 171 IBM: DEALS, 2018–2021 184
13.2.2 SAP 186
TABLE 172 SAP: BUSINESS OVERVIEW 186
FIGURE 53 SAP: COMPANY SNAPSHOT 187
TABLE 173 SAP: PRODUCTS/SOLUTIONS/SERVICES OFFERED 187
TABLE 174 SAP: PRODUCT LAUNCHES, 2018–2021 188
TABLE 175 SAP: DEALS, 2018–2021 190
TABLE 176 SAP: OTHERS, 2018–2021 191
13.2.3 SAS INSTITUTE 192
TABLE 177 SAS INSTITUTE: BUSINESS OVERVIEW 192
FIGURE 54 SAS INSTITUTE: COMPANY SNAPSHOT 192
TABLE 178 SAS INSTITUTE: PRODUCTS/SOLUTIONS/SERVICES OFFERED 193
TABLE 179 SAS INSTITUTE: PRODUCT LAUNCHES, 2018–2021 194
TABLE 180 SAS INSTITUTE: DEALS, 2018–2021 195
TABLE 181 SAS INSTITUTE: OTHERS, 2018–2021 196
13.2.4 ORACLE 197
TABLE 182 ORACLE: BUSINESS OVERVIEW 197
FIGURE 55 ORACLE: COMPANY SNAPSHOT 198
TABLE 183 ORACLE: PRODUCTS/SOLUTIONS/SERVICES OFFERED 198
TABLE 184 ORACLE: PRODUCT LAUNCHES, 2018–2021 199
TABLE 185 ORACLE: DEALS, 2018–2021 200
13.2.5 FIS 202
TABLE 186 FIS: BUSINESS OVERVIEW 202
FIGURE 56 FIS: COMPANY SNAPSHOT 202
TABLE 187 FIS: PRODUCTS/SOLUTIONS/SERVICES OFFERED 203
TABLE 188 FIS: DEALS, 2018–2021 204
13.2.6 MOODY’S ANALYTICS 206
TABLE 189 MOODY’S ANALYTICS: BUSINESS OVERVIEW 206
FIGURE 57 MOODY’S ANALYTICS: COMPANY SNAPSHOT 206
TABLE 190 MOODY’S ANALYTICS: PRODUCTS/SOLUTIONS/SERVICES OFFERED 207
TABLE 191 MOODY’S ANALYTICS: PRODUCT LAUNCHES, 2018–2021 207
TABLE 192 MOODY’S ANALYTICS: DEALS, 2018–2021 208
13.2.7 VERISK ANALYTICS 209
TABLE 193 VERISK ANALYTICS: BUSINESS OVERVIEW 209
FIGURE 58 VERISK ANALYTICS: COMPANY SNAPSHOT 210
TABLE 194 VERISK ANALYTICS: PRODUCTS/SOLUTIONS/SERVICES OFFERED 210
TABLE 195 VERISK ANALYTICS: PRODUCT LAUNCHES, 2018–2021 211
TABLE 196 VERISK ANALYTICS: DEALS, 2018–2021 212
13.2.8 ALTERYX 213
TABLE 197 ALTERYX: BUSINESS OVERVIEW 213
FIGURE 59 ALTERYX: COMPANY SNAPSHOT 214
TABLE 198 ALTERYX: PRODUCTS/SOLUTIONS/SERVICES OFFERED 214
TABLE 199 ALTERYX: PRODUCT LAUNCHES, 2018–2021 215
TABLE 200 ALTERYX: DEALS, 2018–2021 215
13.2.9 AXIOMSL 216
TABLE 201 AXIOMSL: BUSINESS OVERVIEW 216
TABLE 202 AXIOMSL: PRODUCTS/SOLUTIONS/SERVICES OFFERED 216
TABLE 203 AXIOMSL: PRODUCT LAUNCHES, 2018–2021 217
TABLE 204 AXIOMSL: DEALS, 2018–2021 217
TABLE 205 AXIOMSL: OTHERS, 2018–2021 217
13.2.10 GURUCUL 218
TABLE 206 GURUCUL: BUSINESS OVERVIEW 218
TABLE 207 GURUCUL: PRODUCTS/SOLUTIONS/SERVICES OFFERED 218
TABLE 208 GURUCUL: PRODUCT LAUNCHES, 2018–2021 219
13.2.11 PROVENIR 220
TABLE 209 PROVENIR: BUSINESS OVERVIEW 220
TABLE 210 PROVENIR: PRODUCTS/SOLUTIONS/SERVICES OFFERED 220
TABLE 211 PROVENIR: PRODUCT LAUNCHES, 2018–2021 220
13.2.12 BRIDGEI2I 221
TABLE 212 BRIDGEI2I: BUSINESS OVERVIEW 221
TABLE 213 BRIDGEI2I: PRODUCTS/SOLUTIONS/SERVICES OFFERED 221
TABLE 214 BRIDGEI2I: PRODUCT LAUNCHES, 2018–2021 222
TABLE 215 BRIDGEI2I: DEALS, 2018–2021 222
13.2.13 RECORDED FUTURE 223
TABLE 216 RECORDED FUTURE: BUSINESS OVERVIEW 223
TABLE 217 RECORDED FUTURE: PRODUCTS/SOLUTIONS/SERVICES OFFERED 223
TABLE 218 RECORDED FUTURE: PRODUCT LAUNCHES, 2018–2021 224
TABLE 219 RECORDED FUTURE: DEALS, 2018–2021 224
13.2.14 ACADIASOFT 225
TABLE 220 ACADIASOFT: BUSINESS OVERVIEW 225
TABLE 221 ACADIASOFT: PRODUCTS/SOLUTIONS/SERVICES OFFERED 225
TABLE 222 ACADIASOFT: DEALS, 2018–2021 226
13.2.15 QLIK 227
TABLE 223 QLIK: BUSINESS OVERVIEW 227
TABLE 224 QLIK: PRODUCTS/SOLUTIONS/SERVICES OFFERED 227
TABLE 225 QLIK: DEALS, 2018–2021 228
13.2.16 DATAFACTZ 229
13.2.17 CUBELOGIC LIMITED 229
13.2.18 RISK EDGE SOLUTIONS 230
13.2.19 EQUARIUS RISK ANALYTICS 231
13.2.20 QUANTIFI 231
*Details on Business overview, Financial overview, Products offered, Recent developments & MnM View might not be captured in case of unlisted companies.
13.3 START-UP/SME PROFILES 232
13.3.1 ACTIFY DATA LABS 232
13.3.2 AMLGO LABS 233
13.3.3 ZESTY.AI 233
13.3.4 ARTIVATIC 234
13.3.5 ATTESTIV 235
13.3.6 RISKVILLE 235
13.3.7 QUANTEXA 236
13.3.8 SPIN ANALYTICS 237
13.3.9 KYVOS INSIGHTS 237
13.3.10 IMPLY 238

14 APPENDIX 239
14.1 ADJACENT AND RELATED MARKETS 239
14.1.1 INTRODUCTION 239
14.1.2 INSURANCE ANALYTICS MARKET—GLOBAL FORECAST TO 2026 239
14.1.2.1 Market definition 239
14.1.2.2 Market overview 239
14.1.2.2.1 Insurance analytics market, by component 239
TABLE 226 INSURANCE ANALYTICS MARKET SIZE, BY COMPONENT,
2016–2019 (USD MILLION) 240
TABLE 227 INSURANCE ANALYTICS MARKET SIZE, BY COMPONENT,
2020–2026 (USD MILLION) 240
TABLE 228 SERVICES: INSURANCE ANALYTICS MARKET SIZE, BY TYPE,
2016–2019 (USD MILLION) 240
TABLE 229 SERVICES: INSURANCE ANALYTICS MARKET SIZE, BY TYPE,
2020–2026 (USD MILLION) 240
14.1.2.2.2 Insurance analytics market, by application 241
TABLE 230 APPLICATIONS: INSURANCE ANALYTICS MARKET SIZE, BY TYPE,
2016–2019 (USD MILLION) 241
TABLE 231 APPLICATIONS: INSURANCE ANALYTICS MARKET SIZE, BY TYPE,
2020–2026 (USD MILLION) 241
14.1.2.2.3 Insurance analytics market, by deployment mode 242
TABLE 232 INSURANCE ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE,
2016–2019 (USD MILLION) 242
TABLE 233 INSURANCE ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE,
2020–2026 (USD MILLION) 242
14.1.2.2.4 Insurance analytics market, by organization size 242
TABLE 234 INSURANCE ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE,
2016–2019 (USD MILLION) 243
TABLE 235 INSURANCE ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE,
2020–2026 (USD MILLION) 243
14.1.2.2.5 Insurance analytics market, by end user 243
TABLE 236 INSURANCE ANALYTICS MARKET SIZE, BY END USER,
2016–2019 (USD MILLION) 243
TABLE 237 INSURANCE ANALYTICS MARKET SIZE, BY END USER,
2020–2026 (USD MILLION) 244
14.1.2.2.6 Insurance analytics market, by region 244
TABLE 238 INSURANCE ANALYTICS MARKET SIZE, BY REGION,
2016–2019 (USD MILLION) 244
TABLE 239 INSURANCE ANALYTICS MARKET SIZE, BY REGION,
2020–2026 (USD MILLION) 245
14.1.3 FRAUD DETECTION AND PREVENTION MARKET—GLOBAL FORECAST TO 2025 245
14.1.3.1 Market definition 245
14.1.3.2 Market overview 245
14.1.3.2.1 Fraud detection and prevention market, by fraud type 245
TABLE 240 FRAUD DETECTION AND PREVENTION MARKET SIZE, BY FRAUD TYPE,
2014–2019 (USD MILLION) 246
TABLE 241 FRAUD DETECTION AND PREVENTION MARKET SIZE, BY FRAUD TYPE,
2019–2025 (USD MILLION) 246
14.1.3.2.2 Fraud detection and prevention market, by component 247
TABLE 242 FRAUD DETECTION AND PREVENTION MARKET SIZE, BY COMPONENT,
2014–2019 (USD MILLION) 247
TABLE 243 FRAUD DETECTION AND PREVENTION MARKET SIZE, BY COMPONENT,
2019–2025 (USD MILLION) 247
TABLE 244 SOLUTIONS: FRAUD DETECTION AND PREVENTION MARKET SIZE, BY TYPE, 2014–2019 (USD MILLION) 247
TABLE 245 SOLUTIONS: FRAUD DETECTION AND PREVENTION MARKET SIZE, BY TYPE, 2019–2025 (USD MILLION) 248
TABLE 246 SERVICES: FRAUD DETECTION AND PREVENTION MARKET SIZE, BY TYPE, 2014–2019 (USD MILLION) 248
TABLE 247 SERVICES: FRAUD DETECTION AND PREVENTION MARKET SIZE, BY TYPE, 2019–2025 (USD MILLION) 248
14.1.3.2.3 Fraud detection and prevention market,
by deployment mode 248
TABLE 248 FRAUD DETECTION AND PREVENTION MARKET SIZE, BY DEPLOYMENT MODE, 2014–2019 (USD MILLION) 249
TABLE 249 FRAUD DETECTION AND PREVENTION MARKET SIZE, BY DEPLOYMENT MODE, 2019–2025 (USD MILLION) 249
14.1.3.2.4 Fraud detection and prevention market, by organization size 249
TABLE 250 FRAUD DETECTION AND PREVENTION MARKET SIZE, BY ORGANIZATION SIZE, 2014–2019 (USD MILLION) 249
TABLE 251 FRAUD DETECTION AND PREVENTION MARKET SIZE, BY ORGANIZATION SIZE, 2019–2025 (USD MILLION) 250
14.1.3.2.5 Fraud detection and prevention market, by vertical 250
TABLE 252 FRAUD DETECTION AND PREVENTION MARKET SIZE, BY VERTICAL,
2014–2019 (USD MILLION) 250
TABLE 253 FRAUD DETECTION AND PREVENTION MARKET SIZE, BY VERTICAL,
2019–2025 (USD MILLION) 251
14.1.3.2.6 Fraud detection and prevention market, by region 251
TABLE 254 FRAUD DETECTION AND PREVENTION MARKET SIZE, BY REGION,
2014–2019 (USD MILLION) 251
TABLE 255 FRAUD DETECTION AND PREVENTION MARKET SIZE, BY REGION,
2019–2025 (USD MILLION) 252
14.2 DISCUSSION GUIDE 252
14.3 KNOWLEDGE STORE: MARKETSANDMARKETS’ SUBSCRIPTION PORTAL 258
14.4 AVAILABLE CUSTOMIZATIONS 260
14.5 RELATED REPORTS 260
14.6 AUTHOR DETAILS 261

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