Risk Analytics Market by Component (Software (ETL Tools, Risk Calculation Engines, GRC Software) and Services), Risk Type (Strategic Risk, Operational Risk, Financial Risk), Deployment Mode, Organization Size, Vertical and Region - Global Forecast to 2027

リスク分析のグローバル市場予測(~2027):ソフトウェア、サービス

◆タイトル:Risk Analytics Market by Component (Software (ETL Tools, Risk Calculation Engines, GRC Software) and Services), Risk Type (Strategic Risk, Operational Risk, Financial Risk), Deployment Mode, Organization Size, Vertical and Region - Global Forecast to 2027
◆商品コード:TC2572-22
◆調査・発行会社:MarketsandMarkets
◆発行日:2022年7月13日
◆ページ数:280
◆レポート形式:PDF / 英語
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◆調査対象地域:グローバル
◆産業分野:IT
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【レポートの概要】

MarketsandMarkets社の最新調査レポートによると、世界のリスク分析市場規模は、2022年393億ドルから2027年705億ドルまで年平均12.4%拡大すると見込まれています。当書ではリスク分析の世界市場を総合的に調査・分析し、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・産業動向、コンポーネント別(ソフトウェア、サービス)分析、展開別(クラウド、オンプレミス)分析、リスクタイプ別(戦略的リスク、運営リスク、財務リスク、その他)分析、産業別(金融、製造、輸送・物流、小売・消費財、IT・通信)分析、地域別分析、競争状況、隣接・関連市場など、以下の項目を掲載しています。
・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:展開別(クラウド、オンプレミス)
・世界のリスク分析市場規模:リスクタイプ別(戦略的リスク、運営リスク、財務リスク、その他)
・世界のリスク分析市場規模:産業別(金融、製造、輸送・物流、小売・消費財、IT・通信)
・世界のリスク分析市場規模:地域別
・競争状況
・隣接・関連市場

“The global risk analytics market size to grow from USD 39.3 billion in 2022 to USD 70.5 billion by 2027, at a Compound Annual Growth Rate (CAGR) of 12.4% during the forecast period.”
Various factors such as rising government compliance with stringent industry regulation, growing incidences of data thefts and security breaches and increasing complexities across business processes, are expected to drive the adoption of risk analytics solutions and services.
The recent COVID-19 pandemic is projected to have a minimal impact on the growth of the risk analytics market. The adoption of risk analytics solutions has increased among the customer-facing verticals such as retail and eCommerce, BFSI, media and entertainment, and healthcare and life sciences verticals.During the COVID-19 pandemic risk analytics gained significant importance for taking decisions regarding restrictions to reduce transmission. Risk analysis tools such as data-visualization tools gained high demand to effectively assess situation and limit risk of transmission..

“The software segment 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 segment include different softwares such as ETL tools, risk calculation engines, scorecard and visualization tools, dashboard analytics and risk reporting tools, and GRC software, and other softwares (operational risk management, human resource risk management, and project risk management). The software segment to have the largest market size during the forecast period. The need to track credit breaches in near real-time and analyze risk limit breaches by trader, profit center, and trading desk level lead to adopting risk analytics solutions.

“The cloud segment to have the highest CAGR during the forecast period”
The risk analytics market is segmented based on deployment into the cloud and on-premises. The demand for cloud-based risk analytics solutions is expected to grow because of the various benefits. Cloud-based solutions are gaining traction across verticals, and SMEs and organizations are moving toward cloud-based solutions to reduce the maintenance cost associated with traditional risk analytics solutions. SMEs majorly adopt the cloud deployment mode among enterprises due to their budget constraints in deploying on-premises infrastructure.

“Large enterprises segment to have the largest market size during the forecast period”
Based on organization size risk analytics market has been segmented 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. To deal with challenges, such as business model sustainability, process efficiency data, reporting, and audit requirement, SMEs are increasingly adopting risk analytics solutions.

“Among regions, APAC to hold higher CAGR during the forecast period”
The risk analytics market has been segmented into five major regions: North America, Europe, APAC, Latin America, and MEA. North America is estimated to account for the maximum market share in the total risk analytics market in 2022 due to various well-established vendors. While APAC is expected to grow at a good pace oqing to the growing digitalization, business complexity, and rising cyberattacks and fraudulent activities in the region.Asia Pacific experiences an extensive inflow of foreign direct investment. Hence, banks need to take a more active approach to manage and mitigate the associated risks of financial crimes. This leads to the growth of the risk analytics market in Asia Pacific. .

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 analytics solutions and services. It profiles major vendors in the global Risk analytics market. The major vendors in the global Risk Analytics market include IBM (US), SAP (Germany), SAS (US), Oracle (US), FIS (US), Moody’s Analytics (US), Verisk Analytics (US), Alteryx (US), AxiomSL (US), Gurucul (US), Provenir (US), BRIDGEi2i (India), Recorded Future (US), AcadiaSoft (US), Qlik (US), DataFactZ (US), CubeLogic Limited (UK), Risk Edge Solutions (India), Equarius Risk Analytics (US), Quantifi (US), Actify Data Labs (India), Amlgo Labs (India), Zesty.ai (US), Artivatic (India), Artivatic (US), RiskVille (Ireland), Quantexa (UK), Spin Analytics (UK), Kyvos Insights (US), 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 28
1.1 STUDY OBJECTIVES 28
1.2 MARKET DEFINITION 28
1.2.1 INCLUSIONS AND EXCLUSIONS 29
1.3 MARKET SCOPE 30
1.3.1 MARKET SEGMENTATION 30
1.3.2 REGIONS COVERED 31
1.3.3 YEARS CONSIDERED 31
1.4 CURRENCY CONSIDERED 31
TABLE 1 UNITED STATES DOLLAR EXCHANGE RATE, 2019–2021 32
1.5 STAKEHOLDERS 32
1.6 SUMMARY OF CHANGES 32
2 RESEARCH METHODOLOGY 33
2.1 RESEARCH DATA 33
FIGURE 1 RISK ANALYTICS MARKET: RESEARCH DESIGN 33
2.1.1 SECONDARY DATA 34
2.1.2 PRIMARY DATA 34
TABLE 2 PRIMARY INTERVIEWS 34
2.1.2.1 Breakup of primary profiles 35
2.1.2.2 Key industry insights 35
2.2 MARKET BREAKUP AND DATA TRIANGULATION 36
FIGURE 2 DATA TRIANGULATION 36
2.3 MARKET SIZE ESTIMATION 37
FIGURE 3 RISK ANALYTICS MARKET: TOP-DOWN AND BOTTOM-UP APPROACHES 37
2.3.1 TOP-DOWN APPROACH 37
2.3.2 BOTTOM-UP APPROACH 38
FIGURE 4 MARKET SIZE ESTIMATION METHODOLOGY – APPROACH 1 (SUPPLY-SIDE): REVENUE FROM SOLUTIONS/SERVICES OF RISK ANALYTICS MARKET 38
FIGURE 5 MARKET SIZE ESTIMATION METHODOLOGY – APPROACH 2, BOTTOM-UP (SUPPLY-SIDE): COLLECTIVE REVENUE FROM ALL SOLUTIONS/SERVICES OF RISK ANALYTICS MARKET 39
FIGURE 6 MARKET SIZE ESTIMATION METHODOLOGY – APPROACH 3, BOTTOM-UP (DEMAND-SIDE): SHARE OF RISK ANALYTICS THROUGH OVERALL RISK ANALYTICS SPENDING 40
2.4 MARKET FORECAST 41
TABLE 3 FACTOR ANALYSIS 41

2.5 COMPANY EVALUATION MATRIX METHODOLOGY 42
FIGURE 7 COMPANY EVALUATION MATRIX: CRITERIA WEIGHTAGE 42
2.6 STARTUP/SME EVALUATION MATRIX METHODOLOGY 43
FIGURE 8 STARTUP/SME EVALUATION MATRIX: CRITERIA WEIGHTAGE 43
2.7 ASSUMPTIONS 43
2.8 LIMITATIONS 45
3 EXECUTIVE SUMMARY 46
TABLE 4 GLOBAL RISK ANALYTICS MARKET SIZE AND GROWTH RATE, 2016–2021 (USD MILLION, Y-O-Y%) 47
TABLE 5 GLOBAL RISK ANALYTICS MARKET SIZE AND GROWTH RATE, 2022–2027 (USD MILLION, Y-O-Y%) 47
FIGURE 9 SOFTWARE SEGMENT TO HOLD A LARGER MARKET SIZE IN 2022 48
FIGURE 10 GRC SOFTWARE SEGMENT TO HOLD LARGEST MARKET SIZE IN 2022 48
FIGURE 11 PROFESSIONAL SERVICES SEGMENT TO HOLD LARGER MARKET SHARE IN 2022 48
FIGURE 12 ON-PREMISES SEGMENT TO HOLD LARGER MARKET SIZE IN 2022 49
FIGURE 13 LARGE ENTERPRISES SEGMENT TO HOLD LARGER MARKET SHARE IN 2022 49
FIGURE 14 FINANCIAL RISK SEGMENT TO HOLD LARGEST MARKET SIZE IN 2022 49
FIGURE 15 BANKING AND FINANCIAL SERVICES VERTICAL TO HOLD LARGEST MARKET SIZE IN 2022 50
FIGURE 16 NORTH AMERICA TO HOLD LARGEST MARKET SHARE IN 2022 50
4 PREMIUM INSIGHTS 51
4.1 ATTRACTIVE OPPORTUNITIES IN RISK ANALYTICS MARKET 51
FIGURE 17 GROWING DIGITALIZATION AND BUSINESS PROCESS AUTOMATION TO BOOST RISK ANALYTICS MARKET GROWTH 51
4.2 RISK ANALYTICS MARKET: TOP THREE VERTICALS 51
FIGURE 18 BANKING AND FINANCIAL SERVICES SEGMENT TO HOLD LARGEST MARKET SIZE DURING FORECAST PERIOD 51
4.3 RISK ANALYTICS MARKET, BY REGION 52
FIGURE 19 NORTH AMERICA TO HOLD LARGEST MARKET SHARE IN 2022 52
4.4 NORTH AMERICA: RISK ANALYTICS MARKET, BY SOFTWARE AND RISK TYPE 52
FIGURE 20 GRC SOFTWARE SEGMENT AND FINANCIAL RISK SEGMENT TO HOLD LARGEST MARKET SHARE IN 2022 52
5 MARKET OVERVIEW AND INDUSTRY TRENDS 53
5.1 INTRODUCTION 53
5.2 MARKET DYNAMICS 53
FIGURE 21 DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES: RISK ANALYTICS MARKET 53
5.2.1 DRIVERS 54
5.2.1.1 Growing incidences of data thefts and security breaches 54
5.2.1.2 Rising government compliance with stringent industry regulations 54
5.2.1.3 Increasing complexities across business processes 55
5.2.1.4 Rising digitalization and business process automation 55
5.2.2 RESTRAINTS 55
5.2.2.1 High cost and complexity in software installation and configuration 55
5.2.2.2 Intricate nature of regulatory compliance 56
5.2.3 OPPORTUNITIES 56
5.2.3.1 Adoption of AI and blockchain technology in market 56
5.2.3.2 Rising innovations in FinTech industry 56
5.2.4 CHALLENGES 56
5.2.4.1 Integration of data from data silos 56
5.3 PRICING MODEL ANALYSIS 57
5.4 TRENDS AND DISRUPTIONS IMPACTING BUYERS 58
FIGURE 22 REVENUE SHIFT FOR RISK ANALYTICS MARKET 58
5.5 RISK ANALYTICS: EVOLUTION 59
FIGURE 23 EVOLUTION OF RISK ANALYTICS 59
5.6 RISK ANALYTICS: ECOSYSTEM 60
FIGURE 24 ECOSYSTEM OF RISK ANALYTICS 60
5.7 RISK ANALYTICS MARKET: COVID-19 IMPACT 60
5.8 CASE STUDY ANALYSIS 61
5.8.1 USE CASE 1: NEW ZEALAND SUPERANNUATION FUND (NZSF) USED QUANTIFI SOLUTION FOR CREDIT AND LIQUIDITY RISK MANAGEMENT 61
5.8.2 USE CASE 2: PIRAEUS BANK USED QUANTIFI XVA SOLUTION TO ADDRESS ITS XVA REQUIREMENTS 61
5.8.3 USE CASE 3: POWER MAPPING ELEMENT OF VERISK MAPLECROFT’S RISK ANALYSIS SERVICE USED FOR INFORMED BUSINESS DECISIONS 61
5.8.4 USE CASE 4: REGIONAL BANK DEPLOYED ONESPAN RISK ANALYTICS SOLUTION TO DRIVE DOWN FRAUD 62
5.8.5 USE CASE 5: EMEA-BASED FINANCIAL INSTITUTIONS DEPLOYED IFRS 9 SOLUTION OF AXIOMSL 62
5.9 VALUE CHAIN ANALYSIS 63
FIGURE 25 VALUE CHAIN ANALYSIS 63
5.10 ECOSYSTEM 64
TABLE 6 RISK ANALYTICS MARKET: ECOSYSTEM 64
5.11 PATENT ANALYSIS 65
5.11.1 METHODOLOGY 65
5.11.2 DOCUMENT TYPE 65
TABLE 7 PATENTS FILED, 2019–2022 65
5.11.3 INNOVATION AND PATENT APPLICATIONS 65
FIGURE 26 TOTAL NUMBER OF PATENTS GRANTED IN A YEAR, 2019–2022 65
5.11.3.1 Top applicants 66
FIGURE 27 TOP 10 COMPANIES WITH HIGHEST NUMBER OF PATENT APPLICATIONS, 2019–2022 66

5.12 TECHNOLOGY ANALYSIS 66
5.12.1 RISK ANALYTICS AND ARTIFICIAL INTELLIGENCE 66
5.12.2 RISK ANALYTICS AND MACHINE LEARNING 66
5.12.3 RISK ANALYTICS AND INTERNET OF THINGS 67
5.13 KEY CONFERENCES AND EVENTS IN 2022–2023 67
TABLE 8 RISK ANALYTICS MARKET: DETAILED LIST OF CONFERENCES AND EVENTS 67
5.14 PORTER’S FIVE FORCES ANALYSIS 67
TABLE 9 RISK ANALYTICS MARKET: PORTER’S FIVE FORCES ANALYSIS 67
5.14.1 THREAT OF NEW ENTRANTS 67
5.14.2 THREAT OF SUBSTITUTES 68
5.14.3 BARGAINING POWER OF SUPPLIERS 68
5.14.4 BARGAINING POWER OF BUYERS 68
5.14.5 INTENSITY OF COMPETITIVE RIVALRY 68
5.15 TARIFF AND REGULATORY LANDSCAPE 69
5.15.1 REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 69
TABLE 10 NORTH AMERICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 69
TABLE 11 EUROPE: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 70
TABLE 12 ASIA PACIFIC: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 70
TABLE 13 MIDDLE EAST AND AFRICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 71
TABLE 14 LATIN AMERICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 71
5.16 REGULATORY IMPLICATIONS. 72
5.16.1 ISO 31000 2009: RISK MANAGEMENT PRINCIPLES AND GUIDELINES 72
5.16.2 ISO/IEC 31010:2009: RISK MANAGEMENT–RISK ASSESSMENT TECHNIQUES 72
5.16.3 GRC CAPABILITY MODEL 3.0 (RED BOOK) 72
5.16.4 COMMITTEE OF SPONSORING ORGANIZATIONS: ENTERPRISE RISK MANAGEMENT FRAMEWORK 72
5.16.5 NORTH AMERICA: REGULATIONS 73
5.16.5.1 Personal Information Protection and Electronic Documents Act 73
5.16.5.2 Gramm–Leach–Bliley Act 73
5.16.5.3 Health Insurance Portability and Accountability Act of 1996 73
5.16.5.4 California Consumer Privacy Act 73
5.16.6 EUROPE: REGULATIONS 74
5.16.6.1 General Data Protection Regulation 74
5.16.6.2 BASEL 74
5.16.6.3 European Committee for Standardization 74

5.16.7 ASIA PACIFIC: REGULATIONS 75
5.16.7.1 Personal Data Protection Act 75
5.16.7.2 International Organization for Standardization 27001 75
5.16.8 MIDDLE EAST AND AFRICA: REGULATIONS 76
5.16.8.1 Israeli Privacy Protection Regulations (Data Security), 5777-2017 76
5.16.8.2 GDPR Applicability in KSA 76
5.16.8.3 Protection of Personal Information Act 76
5.16.9 LATIN AMERICA: REGULATIONS 76
5.16.9.1 Brazil Data Protection Law 76
5.16.9.2 Argentina Personal Data Protection Law No. 25.326 77
5.17 KEY STAKEHOLDERS AND BUYING CRITERIA 77
5.17.1 KEY STAKEHOLDERS IN BUYING PROCESS 77
TABLE 15 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS FOR TOP VERTICALS (%) 77
5.17.2 BUYING CRITERIA 78
TABLE 16 KEY BUYING CRITERIA FOR TOP THREE VERTICALS 78
6 RISK ANALYTICS MARKET, BY COMPONENT 79
6.1 INTRODUCTION 80
6.1.1 COMPONENT: RISK ANALYTICS MARKET DRIVERS 80
6.1.2 COMPONENT: COVID-19 IMPACT 80
FIGURE 28 SERVICES SEGMENT TO REGISTER HIGHER CAGR DURING FORECAST PERIOD 81
TABLE 17 RISK ANALYTICS MARKET, BY COMPONENT, 2016–2021 (USD MILLION) 81
TABLE 18 RISK ANALYTICS MARKET SIZE, BY COMPONENT, 2022–2027 (USD MILLION) 81
6.2 SOFTWARE 82
FIGURE 29 GRC SOFTWARE TO HOLD LARGEST MARKET SIZE DURING FORECAST PERIOD 82
TABLE 19 RISK ANALYTICS SOFTWARE MARKET, BY REGION, 2016–2021 (USD MILLION) 82
TABLE 20 RISK ANALYTICS SOFTWARE MARKET, BY REGION, 2022–2027 (USD MILLION) 83
TABLE 21 RISK ANALYTICS MARKET, BY SOFTWARE, 2016–2021 (USD MILLION) 83
TABLE 22 RISK ANALYTICS MARKET, BY SOFTWARE, 2022–2027 (USD MILLION) 83
6.2.1 ETL TOOLS 84
TABLE 23 ETL TOOLS: RISK ANALYTICS MARKET, BY REGION, 2016–2021 (USD MILLION) 84
TABLE 24 ETL TOOLS: RISK ANALYTICS MARKET, BY REGION, 2022–2027 (USD MILLION) 84
6.2.2 RISK CALCULATION ENGINES 85
TABLE 25 RISK CALCULATION ENGINES: RISK ANALYTICS MARKET, BY REGION, 2016–2021 (USD MILLION) 85
TABLE 26 RISK CALCULATION ENGINES: RISK ANALYTICS MARKET, BY REGION, 2022–2027 (USD MILLION) 85
6.2.3 SCORECARD AND VISUALIZATION TOOLS 86
TABLE 27 SCORECARD AND VISUALIZATION TOOLS: RISK ANALYTICS MARKET, BY REGION, 2016–2021 (USD MILLION) 86
TABLE 28 SCORECARD AND VISUALIZATION TOOLS: RISK ANALYTICS MARKET, BY REGION, 2022–2027 (USD MILLION) 86
6.2.4 DASHBOARD ANALYTICS AND RISK REPORTING TOOLS 87
TABLE 29 DASHBOARD ANALYTICS AND RISK REPORTING TOOLS: RISK ANALYTICS MARKET, BY REGION, 2016–2021 (USD MILLION) 87
TABLE 30 DASHBOARD ANALYTICS AND RISK REPORTING TOOLS: RISK ANALYTICS MARKET, BY REGION, 2022–2027 (USD MILLION) 87
6.2.5 GRC SOFTWARE 88
TABLE 31 GRC SOFTWARE: RISK ANALYTICS MARKET, BY REGION, 2016–2021 (USD MILLION) 88
TABLE 32 GRC SOFTWARE: RISK ANALYTICS MARKET, BY REGION, 2022–2027 (USD MILLION) 88
6.2.6 OTHER SOFTWARE 89
TABLE 33 OTHER SOFTWARE: RISK ANALYTICS MARKET, BY REGION, 2016–2021 (USD MILLION) 89
TABLE 34 OTHER SOFTWARE: RISK ANALYTICS MARKET, BY REGION, 2022–2027 (USD MILLION) 89
6.3 SERVICES 90
FIGURE 30 MANAGED SERVICES SEGMENT TO GROW AT HIGHER CAGR DURING FORECAST PERIOD 90
TABLE 35 SERVICES: RISK ANALYTICS MARKET, BY REGION, 2016–2021 (USD MILLION) 90
TABLE 36 SERVICES: RISK ANALYTICS MARKET, BY REGION, 2022–2027 (USD MILLION) 91
TABLE 37 RISK ANALYTICS MARKET, BY SERVICE, 2016–2021 (USD MILLION) 91
TABLE 38 RISK ANALYTICS MARKET, BY SERVICE, 2022–2027 (USD MILLION) 91
6.3.1 PROFESSIONAL SERVICES 92
TABLE 39 PROFESSIONAL SERVICES: RISK ANALYTICS MARKET, BY REGION, 2016–2021 (USD MILLION) 92
TABLE 40 PROFESSIONAL SERVICES: RISK ANALYTICS MARKET, BY REGION, 2022–2027 (USD MILLION) 92
6.3.2 MANAGED SERVICES 93
TABLE 41 MANAGED SERVICES: RISK ANALYTICS MARKET, BY REGION, 2016–2021 (USD MILLION) 93
TABLE 42 MANAGED SERVICES: RISK ANALYTICS MARKET, BY REGION, 2022–2027 (USD MILLION) 93
7 RISK ANALYTICS MARKET, BY DEPLOYMENT MODE 94
7.1 INTRODUCTION 95
7.1.1 DEPLOYMENT MODE: RISK ANALYTICS MARKET DRIVERS 95
7.1.2 DEPLOYMENT MODE: COVID-19 IMPACT 95
FIGURE 31 ON-PREMISES SEGMENT TO HOLD LARGER MARKET SIZE DURING FORECAST PERIOD 96
TABLE 43 RISK ANALYTICS MARKET, BY DEPLOYMENT MODE, 2016–2021 (USD MILLION) 96
TABLE 44 RISK ANALYTICS MARKET, BY DEPLOYMENT MODE, 2022–2027 (USD MILLION) 96
7.2 CLOUD 97
TABLE 45 CLOUD: RISK ANALYTICS MARKET, BY REGION, 2016–2021 (USD MILLION) 97
TABLE 46 CLOUD: RISK ANALYTICS MARKET, BY REGION, 2022–2027 (USD MILLION) 97
7.3 ON-PREMISES 98
TABLE 47 ON-PREMISES: RISK ANALYTICS MARKET, BY REGION, 2016–2021 (USD MILLION) 98
TABLE 48 ON-PREMISES: RISK ANALYTICS MARKET, BY REGION, 2022–2027 (USD MILLION) 98
8 RISK ANALYTICS MARKET, BY ORGANIZATION SIZE 99
8.1 INTRODUCTION 100
8.1.1 ORGANIZATION SIZE: RISK ANALYTICS MARKET DRIVERS 100
8.1.2 ORGANIZATION SIZE: COVID-19 IMPACT 100
FIGURE 32 SMALL- AND MEDIUM-SIZED ENTERPRISES SEGMENT TO GROW AT HIGHER CAGR DURING FORECAST PERIOD 101
TABLE 49 RISK ANALYTICS MARKET, BY ORGANIZATION SIZE, 2016–2021 (USD MILLION) 101
TABLE 50 RISK ANALYTICS MARKET, BY ORGANIZATION SIZE, 2022–2027 (USD MILLION) 101
8.2 LARGE ENTERPRISES 102
TABLE 51 LARGE ENTERPRISES: RISK ANALYTICS MARKET, BY REGION, 2016–2021 (USD MILLION) 102
TABLE 52 LARGE ENTERPRISES: RISK ANALYTICS MARKET, BY REGION, 2022–2027 (USD MILLION) 102
8.3 SMALL- AND MEDIUM-SIZED ENTERPRISES 103
TABLE 53 SMALL- AND MEDIUM-SIZED ENTERPRISES: RISK ANALYTICS MARKET, BY REGION, 2016–2021 (USD MILLION) 103
TABLE 54 SMALL- AND MEDIUM-SIZED ENTERPRISES: RISK ANALYTICS MARKET, BY REGION, 2022–2027 (USD MILLION) 103
9 RISK ANALYTICS MARKET, BY RISK TYPE 104
9.1 INTRODUCTION 105
9.1.1 RISK TYPE: RISK ANALYTICS MARKET DRIVERS 105
9.1.2 RISK TYPE: COVID-19 IMPACT 105
FIGURE 33 STRATEGIC RISK SEGMENT TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD 106
TABLE 55 RISK ANALYTICS MARKET, BY RISK TYPE, 2016–2021 (USD MILLION) 106
TABLE 56 RISK ANALYTICS MARKET, BY RISK TYPE, 2022–2027 (USD MILLION) 106
9.2 STRATEGIC RISK 107
TABLE 57 STRATEGIC RISK: RISK ANALYTICS MARKET, BY REGION, 2016–2021 (USD MILLION) 107
TABLE 58 STRATEGIC RISK: RISK ANALYTICS MARKET, BY REGION, 2022–2027 (USD MILLION) 107
9.3 OPERATIONAL RISK 108
TABLE 59 OPERATIONAL RISK: RISK ANALYTICS MARKET, BY REGION, 2016–2021 (USD MILLION) 108
TABLE 60 OPERATIONAL RISK: RISK ANALYTICS MARKET, BY REGION, 2022–2027 (USD MILLION) 108
9.4 FINANCIAL RISK 109
TABLE 61 FINANCIAL RISK: RISK ANALYTICS MARKET, BY REGION, 2016–2021 (USD MILLION) 109
TABLE 62 FINANCIAL RISK: RISK ANALYTICS MARKET, BY REGION, 2022–2027 (USD MILLION) 109
9.5 OTHER RISK TYPES 110
TABLE 63 OTHER RISK TYPES: RISK ANALYTICS MARKET, BY REGION, 2016–2021 (USD MILLION) 110
TABLE 64 OTHER RISK TYPES: RISK ANALYTICS MARKET, BY REGION, 2022–2027 (USD MILLION) 110
10 RISK ANALYTICS MARKET, BY VERTICAL 111
10.1 INTRODUCTION 112
10.1.1 VERTICAL: RISK ANALYTICS MARKET DRIVERS 112
10.1.2 VERTICAL: COVID-19 IMPACT 112
FIGURE 34 HEALTHCARE AND LIFE SCIENCES VERTICAL TO REGISTER HIGHEST CAGR DURING FORECAST PERIOD 113
TABLE 65 RISK ANALYTICS MARKET, BY VERTICAL, 2016–2021 (USD MILLION) 114
TABLE 66 RISK ANALYTICS MARKET SIZE, BY VERTICAL, 2022–2027 (USD MILLION) 114
10.2 BANKING AND FINANCIAL SERVICES 115
TABLE 67 BANKING AND FINANCIAL SECTOR SERVICES: USE CASES 115
TABLE 68 BANKING AND FINANCIAL SERVICES: RISK ANALYTICS MARKET, BY REGION, 2016–2021 (USD MILLION) 115
TABLE 69 BANKING AND FINANCIAL SERVICES: RISK ANALYTICS MARKET, BY REGION, 2022–2027 (USD MILLION) 116
10.3 INSURANCE 116
TABLE 70 INSURANCE: USE CASES 116
TABLE 71 INSURANCE: RISK ANALYTICS MARKET, BY REGION, 2016–2021 (USD MILLION) 116
TABLE 72 INSURANCE: RISK ANALYTICS MARKET, BY REGION, 2022–2027 (USD MILLION) 117
10.4 MANUFACTURING 117
TABLE 73 MANUFACTURING: USE CASES 117
TABLE 74 MANUFACTURING: RISK ANALYTICS MARKET, BY REGION, 2016–2021 (USD MILLION) 118
TABLE 75 MANUFACTURING: RISK ANALYTICS MARKET, BY REGION, 2022–2027 (USD MILLION) 118
10.5 TRANSPORTATION AND LOGISTICS 118
TABLE 76 TRANSPORTATION AND LOGISTICS: USE CASES 118
TABLE 77 TRANSPORTATION AND LOGISTICS: RISK ANALYTICS MARKET, BY REGION, 2016–2021 (USD MILLION) 119
TABLE 78 TRANSPORTATION AND LOGISTICS: RISK ANALYTICS MARKET, BY REGION, 2022–2027 (USD MILLION) 119

10.6 RETAIL AND CONSUMER GOODS 119
TABLE 79 RETAIL AND CONSUMER GOODS: USE CASES 120
TABLE 80 RETAIL AND CONSUMER GOODS: RISK ANALYTICS MARKET, BY REGION, 2016–2021 (USD MILLION) 120
TABLE 81 RETAIL AND CONSUMER GOODS: RISK ANALYTICS MARKET, BY REGION, 2022–2027 (USD MILLION) 120
10.7 IT AND TELECOM 121
TABLE 82 IT AND TELECOM: USE CASES 121
TABLE 83 IT AND TELECOM: RISK ANALYTICS MARKET, BY REGION, 2016–2021 (USD MILLION) 121
TABLE 84 IT AND TELECOM: RISK ANALYTICS MARKET, BY REGION, 2022–2027 (USD MILLION) 122
10.8 GOVERNMENT AND DEFENSE 122
TABLE 85 GOVERNMENT AND DEFENSE: USE CASES 122
TABLE 86 GOVERNMENT AND DEFENSE: RISK ANALYTICS MARKET, BY REGION, 2016–2021 (USD MILLION) 123
TABLE 87 GOVERNMENT AND DEFENSE: RISK ANALYTICS MARKET, BY REGION, 2022–2027 (USD MILLION) 123
10.9 HEALTHCARE AND LIFE SCIENCES 123
TABLE 88 HEALTHCARE AND LIFE SCIENCES: USE CASES 124
TABLE 89 HEALTHCARE AND LIFE SCIENCES: RISK ANALYTICS MARKET, BY REGION, 2016–2021 (USD MILLION) 124
TABLE 90 HEALTHCARE AND LIFE SCIENCES: RISK ANALYTICS MARKET, BY REGION, 2022–2027 (USD MILLION) 124
10.10 ENERGY AND UTILITIES 125
TABLE 91 ENERGY AND UTILITIES: USE CASES 125
TABLE 92 ENERGY AND UTILITIES: RISK ANALYTICS MARKET, BY REGION, 2016–2021 (USD MILLION) 125
TABLE 93 ENERGY AND UTILITIES: RISK ANALYTICS MARKET, BY REGION, 2022–2027 (USD MILLION) 125
10.11 OTHER VERTICALS 126
TABLE 94 OTHER VERTICALS: USE CASES 126
TABLE 95 OTHER VERTICALS: RISK ANALYTICS MARKET, BY REGION, 2016–2021 (USD MILLION) 126
TABLE 96 OTHER VERTICALS: RISK ANALYTICS MARKET, BY REGION, 2022–2027 (USD MILLION) 127
11 RISK ANALYTICS MARKET, BY REGION 128
11.1 INTRODUCTION 129
FIGURE 35 INDIA TO ACCOUNT FOR HIGHEST CAGR DURING FORECAST PERIOD 129
FIGURE 36 ASIA PACIFIC TO WITNESS HIGHEST CAGR DURING FORECAST PERIOD 129
TABLE 97 RISK ANALYTICS MARKET, BY REGION, 2016–2021 (USD MILLION) 130
TABLE 98 RISK ANALYTICS MARKET, BY REGION, 2022–2027 (USD MILLION) 130

11.2 NORTH AMERICA 130
11.2.1 NORTH AMERICA: RISK ANALYTICS MARKET DRIVERS 131
11.2.2 NORTH AMERICA: COVID-19 IMPACT 131
FIGURE 37 NORTH AMERICA: MARKET SNAPSHOT 132
TABLE 99 NORTH AMERICA: RISK ANALYTICS MARKET, BY COMPONENT, 2016–2021 (USD MILLION) 132
TABLE 100 NORTH AMERICA: RISK ANALYTICS MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 133
TABLE 101 NORTH AMERICA: RISK ANALYTICS MARKET, BY SOFTWARE, 2016–2021 (USD MILLION) 133
TABLE 102 NORTH AMERICA: RISK ANALYTICS MARKET, BY SOFTWARE, 2022–2027 (USD MILLION) 133
TABLE 103 NORTH AMERICA: RISK ANALYTICS MARKET, BY SERVICE, 2016–2021 (USD MILLION) 134
TABLE 104 NORTH AMERICA: RISK ANALYTICS MARKET, BY SERVICE, 2022–2027 (USD MILLION) 134
TABLE 105 NORTH AMERICA: RISK ANALYTICS MARKET, BY DEPLOYMENT MODE, 2016–2021 (USD MILLION) 134
TABLE 106 NORTH AMERICA: RISK ANALYTICS MARKET, BY DEPLOYMENT MODE, 2022–2027 (USD MILLION) 134
TABLE 107 NORTH AMERICA: RISK ANALYTICS MARKET, BY RISK TYPE, 2016–2021 (USD MILLION) 135
TABLE 108 NORTH AMERICA: RISK ANALYTICS MARKET, BY RISK TYPE, 2022–2027 (USD MILLION) 135
TABLE 109 NORTH AMERICA: RISK ANALYTICS MARKET, BY ORGANIZATION SIZE, 2016–2021 (USD MILLION) 135
TABLE 110 NORTH AMERICA: RISK ANALYTICS MARKET, BY ORGANIZATION SIZE, 2022–2027 (USD MILLION) 136
TABLE 111 NORTH AMERICA: RISK ANALYTICS MARKET, BY VERTICAL, 2016–2021 (USD MILLION) 136
TABLE 112 NORTH AMERICA: RISK ANALYTICS MARKET, BY VERTICAL, 2022–2027 (USD MILLION) 137
TABLE 113 NORTH AMERICA: RISK ANALYTICS MARKET, BY COUNTRY, 2016–2021 (USD MILLION) 137
TABLE 114 NORTH AMERICA: RISK ANALYTICS MARKET, BY COUNTRY, 2022–2027 (USD MILLION) 137
11.2.3 US 138
TABLE 115 US: RISK ANALYTICS MARKET, BY COMPONENT, 2016–2021 (USD MILLION) 138
TABLE 116 US: RISK ANALYTICS MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 138
TABLE 117 US: RISK ANALYTICS MARKET, BY RISK TYPE, 2016–2021 (USD MILLION) 138
TABLE 118 US: RISK ANALYTICS MARKET, BY RISK TYPE, 2022–2027 (USD MILLION) 139
11.2.4 CANADA 139
TABLE 119 CANADA: RISK ANALYTICS MARKET, BY COMPONENT, 2016–2021 (USD MILLION) 139
TABLE 120 CANADA: RISK ANALYTICS MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 139
TABLE 121 CANADA: RISK ANALYTICS MARKET, BY RISK TYPE, 2016–2021 (USD MILLION) 140
TABLE 122 CANADA: RISK ANALYTICS MARKET, BY RISK TYPE, 2022–2027 (USD MILLION) 140
11.3 EUROPE 140
11.3.1 EUROPE: RISK ANALYTICS MARKET DRIVERS 140
11.3.2 EUROPE: COVID-19 IMPACT 141
TABLE 123 EUROPE: RISK ANALYTICS MARKET, BY COMPONENT, 2016–2021 (USD MILLION) 141
TABLE 124 EUROPE: RISK ANALYTICS MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 141
TABLE 125 EUROPE: RISK ANALYTICS MARKET, BY SOFTWARE, 2016–2021 (USD MILLION) 141
TABLE 126 EUROPE: RISK ANALYTICS MARKET, BY SOFTWARE, 2022–2027 (USD MILLION) 142
TABLE 127 EUROPE: RISK ANALYTICS MARKET, BY SERVICE, 2016–2021 (USD MILLION) 142
TABLE 128 EUROPE: RISK ANALYTICS MARKET, BY SERVICE, 2022–2027 (USD MILLION) 142
TABLE 129 EUROPE: RISK ANALYTICS MARKET, BY DEPLOYMENT MODE, 2016–2021 (USD MILLION) 143
TABLE 130 EUROPE: RISK ANALYTICS MARKET, BY DEPLOYMENT MODE, 2022–2027 (USD MILLION) 143
TABLE 131 EUROPE: RISK ANALYTICS MARKET, BY RISK TYPE, 2016–2021 (USD MILLION) 143
TABLE 132 EUROPE: RISK ANALYTICS MARKET, BY RISK TYPE, 2022–2027 (USD MILLION) 144
TABLE 133 EUROPE: RISK ANALYTICS MARKET, BY ORGANIZATION SIZE, 2016–2021 (USD MILLION) 144
TABLE 134 EUROPE: RISK ANALYTICS MARKET, BY ORGANIZATION SIZE, 2022–2027 (USD MILLION) 144
TABLE 135 EUROPE: RISK ANALYTICS MARKET, BY VERTICAL, 2016–2021 (USD MILLION) 145
TABLE 136 EUROPE: RISK ANALYTICS MARKET, BY VERTICAL, 2022–2027 (USD MILLION) 145
TABLE 137 EUROPE: RISK ANALYTICS MARKET, BY COUNTRY, 2016–2021 (USD MILLION) 146
TABLE 138 EUROPE: RISK ANALYTICS MARKET, BY COUNTRY, 2022–2027 (USD MILLION) 146
11.3.3 UK 146
TABLE 139 UK: RISK ANALYTICS MARKET, BY COMPONENT, 2016–2021 (USD MILLION) 146
TABLE 140 UK: RISK ANALYTICS MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 147
TABLE 141 UK: RISK ANALYTICS MARKET, BY RISK TYPE, 2016–2021 (USD MILLION) 147
TABLE 142 UK: RISK ANALYTICS MARKET, BY RISK TYPE, 2022–2027 (USD MILLION) 147
11.3.4 GERMANY 147
TABLE 143 GERMANY: RISK ANALYTICS MARKET, BY COMPONENT, 2016–2021 (USD MILLION) 148
TABLE 144 GERMANY: RISK ANALYTICS MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 148
TABLE 145 GERMANY: RISK ANALYTICS MARKET, BY RISK TYPE, 2016–2021 (USD MILLION) 148
TABLE 146 GERMANY: RISK ANALYTICS MARKET, BY RISK TYPE, 2022–2027 (USD MILLION) 148
11.3.5 FRANCE 149
TABLE 147 FRANCE: RISK ANALYTICS MARKET, BY COMPONENT, 2016–2021 (USD MILLION) 149
TABLE 148 FRANCE: RISK ANALYTICS MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 149
TABLE 149 FRANCE: RISK ANALYTICS MARKET, BY RISK TYPE, 2016–2021 (USD MILLION) 149
TABLE 150 FRANCE: RISK ANALYTICS MARKET, BY RISK TYPE, 2022–2027 (USD MILLION) 150
11.3.6 REST OF EUROPE 150
TABLE 151 REST OF EUROPE: RISK ANALYTICS MARKET, BY COMPONENT, 2016–2021 (USD MILLION) 150
TABLE 152 REST OF EUROPE: RISK ANALYTICS MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 150
TABLE 153 REST OF EUROPE: RISK ANALYTICS MARKET, BY RISK TYPE, 2016–2021 (USD MILLION) 151
TABLE 154 REST OF EUROPE: RISK ANALYTICS MARKET, BY RISK TYPE, 2022–2027 (USD MILLION) 151
11.4 ASIA PACIFIC 151
11.4.1 ASIA PACIFIC: RISK ANALYTICS MARKET DRIVERS 152
11.4.2 ASIA PACIFIC: COVID-19 IMPACT 152
FIGURE 38 ASIA PACIFIC: MARKET SNAPSHOT 153
TABLE 155 ASIA PACIFIC: RISK ANALYTICS MARKET, BY COMPONENT, 2016–2021 (USD MILLION) 153
TABLE 156 ASIA PACIFIC: RISK ANALYTICS MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 154
TABLE 157 ASIA PACIFIC: RISK ANALYTICS MARKET SIZE, BY SOFTWARE, 2016–2021 (USD MILLION) 154
TABLE 158 ASIA PACIFIC: RISK ANALYTICS MARKET SIZE, BY SOFTWARE, 2022–2027 (USD MILLION) 154
TABLE 159 ASIA PACIFIC: RISK ANALYTICS MARKET SIZE, BY SERVICE, 2016–2021 (USD MILLION) 155
TABLE 160 ASIA PACIFIC: RISK ANALYTICS MARKET SIZE, BY SERVICE, 2022–2027 (USD MILLION) 155
TABLE 161 ASIA PACIFIC: RISK ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2016–2021 (USD MILLION) 155
TABLE 162 ASIA PACIFIC: RISK ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2022–2027 (USD MILLION) 155
TABLE 163 ASIA PACIFIC: RISK ANALYTICS MARKET SIZE, BY RISK TYPE, 2016–2021 (USD MILLION) 156
TABLE 164 ASIA PACIFIC: RISK ANALYTICS MARKET SIZE, BY RISK TYPE, 2022–2027 (USD MILLION) 156
TABLE 165 ASIA PACIFIC: RISK ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE, 2016–2021 (USD MILLION) 156
TABLE 166 ASIA PACIFIC: RISK ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE, 2022–2027 (USD MILLION) 157
TABLE 167 ASIA PACIFIC: RISK ANALYTICS MARKET SIZE, BY VERTICAL, 2016–2021 (USD MILLION) 157
TABLE 168 ASIA PACIFIC: RISK ANALYTICS MARKET SIZE, BY VERTICAL, 2022–2027 (USD MILLION) 158
TABLE 169 ASIA PACIFIC: RISK ANALYTICS MARKET SIZE, BY COUNTRY, 2016–2021 (USD MILLION) 158
TABLE 170 ASIA PACIFIC: RISK ANALYTICS MARKET SIZE, BY COUNTRY, 2022–2027 (USD MILLION) 159
11.4.3 CHINA 159
TABLE 171 CHINA: RISK ANALYTICS MARKET, BY COMPONENT, 2016–2021 (USD MILLION) 159
TABLE 172 CHINA: RISK ANALYTICS MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 159
TABLE 173 CHINA: RISK ANALYTICS MARKET, BY RISK TYPE, 2016–2021 (USD MILLION) 160
TABLE 174 CHINA: RISK ANALYTICS MARKET, BY RISK TYPE, 2022–2027 (USD MILLION) 160
11.4.4 JAPAN 160
TABLE 175 JAPAN: RISK ANALYTICS MARKET, BY COMPONENT, 2016–2021 (USD MILLION) 160
TABLE 176 JAPAN: RISK ANALYTICS MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 161
TABLE 177 JAPAN: RISK ANALYTICS MARKET, BY RISK TYPE, 2016–2021 (USD MILLION) 161
TABLE 178 JAPAN: RISK ANALYTICS MARKET, BY RISK TYPE, 2022–2027 (USD MILLION) 161
11.4.5 INDIA 161
TABLE 179 INDIA: RISK ANALYTICS MARKET, BY COMPONENT, 2016–2021 (USD MILLION) 162
TABLE 180 INDIA: RISK ANALYTICS MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 162
TABLE 181 INDIA: RISK ANALYTICS MARKET, BY RISK TYPE, 2016–2021 (USD MILLION) 162
TABLE 182 INDIA: RISK ANALYTICS MARKET, BY RISK TYPE, 2022–2027 (USD MILLION) 162
11.4.6 REST OF ASIA PACIFIC 163
TABLE 183 REST OF ASIA PACIFIC: RISK ANALYTICS MARKET, BY COMPONENT, 2016–2021 (USD MILLION) 163
TABLE 184 REST OF ASIA PACIFIC: RISK ANALYTICS MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 163
TABLE 185 REST OF ASIA PACIFIC: RISK ANALYTICS MARKET, BY RISK TYPE, 2016–2021 (USD MILLION) 163
TABLE 186 REST OF ASIA PACIFIC: RISK ANALYTICS MARKET, BY RISK TYPE, 2022–2027 (USD MILLION) 164
11.5 MIDDLE EAST AND AFRICA 164
11.5.1 MIDDLE EAST AND AFRICA: RISK ANALYTICS MARKET DRIVERS 164
11.5.2 MIDDLE EAST AND AFRICA: COVID-19 IMPACT 165
TABLE 187 MIDDLE EAST AND AFRICA: RISK ANALYTICS MARKET, BY COMPONENT, 2016–2021 (USD MILLION) 165
TABLE 188 MIDDLE EAST AND AFRICA: RISK ANALYTICS MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 165
TABLE 189 MIDDLE EAST AND AFRICA: RISK ANALYTICS MARKET, BY SOFTWARE, 2016–2021 (USD MILLION) 166
TABLE 190 MIDDLE EAST AND AFRICA: RISK ANALYTICS MARKET, BY SOFTWARE, 2022–2027 (USD MILLION) 166
TABLE 191 MIDDLE EAST AND AFRICA: RISK ANALYTICS MARKET, BY SERVICE, 2016–2021 (USD MILLION) 166
TABLE 192 MIDDLE EAST AND AFRICA: RISK ANALYTICS MARKET, BY SERVICE, 2022–2027 (USD MILLION) 167
TABLE 193 MIDDLE EAST AND AFRICA: RISK ANALYTICS MARKET, BY DEPLOYMENT MODE, 2016–2021 (USD MILLION) 167
TABLE 194 MIDDLE EAST AND AFRICA: RISK ANALYTICS MARKET, BY DEPLOYMENT MODE, 2022–2027 (USD MILLION) 167
TABLE 195 MIDDLE EAST AND AFRICA: RISK ANALYTICS MARKET, BY RISK TYPE, 2016–2021 (USD MILLION) 167
TABLE 196 MIDDLE EAST AND AFRICA: RISK ANALYTICS MARKET, BY RISK TYPE, 2022–2027 (USD MILLION) 168
TABLE 197 MIDDLE EAST AND AFRICA: RISK ANALYTICS MARKET, BY ORGANIZATION SIZE, 2016–2021 (USD MILLION) 168
TABLE 198 MIDDLE EAST AND AFRICA: RISK ANALYTICS MARKET, BY ORGANIZATION SIZE, 2022–2027 (USD MILLION) 168
TABLE 199 MIDDLE EAST AND AFRICA: RISK ANALYTICS MARKET, BY VERTICAL, 2016–2021 (USD MILLION) 169
TABLE 200 MIDDLE EAST AND AFRICA: RISK ANALYTICS MARKET, BY VERTICAL, 2022–2027 (USD MILLION) 169
TABLE 201 MIDDLE EAST AND AFRICA: RISK ANALYTICS MARKET, BY REGION, 2016–2021 (USD MILLION) 170
TABLE 202 MIDDLE EAST AND AFRICA: RISK ANALYTICS MARKET, BY REGION, 2022–2027 (USD MILLION) 170
11.5.3 MIDDLE EAST 170
TABLE 203 MIDDLE EAST: RISK ANALYTICS MARKET, BY COMPONENT, 2016–2021 (USD MILLION) 170
TABLE 204 MIDDLE EAST: RISK ANALYTICS MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 170
TABLE 205 MIDDLE EAST: RISK ANALYTICS MARKET, BY RISK TYPE, 2016–2021 (USD MILLION) 171
TABLE 206 MIDDLE EAST: RISK ANALYTICS MARKET, BY RISK TYPE, 2022–2027 (USD MILLION) 171
11.5.4 AFRICA 171
TABLE 207 AFRICA: RISK ANALYTICS MARKET, BY COMPONENT, 2016–2021 (USD MILLION) 171
TABLE 208 AFRICA: RISK ANALYTICS MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 172
TABLE 209 AFRICA: RISK ANALYTICS MARKET, BY RISK TYPE, 2016–2021 (USD MILLION) 172
TABLE 210 AFRICA: RISK ANALYTICS MARKET, BY RISK TYPE, 2022–2027 (USD MILLION) 172
11.6 LATIN AMERICA 172
11.6.1 LATIN AMERICA: RISK ANALYTICS MARKET DRIVERS 173
11.6.2 LATIN AMERICA: COVID-19 IMPACT 173
TABLE 211 LATIN AMERICA: RISK ANALYTICS MARKET, BY COMPONENT, 2016–2021 (USD MILLION) 173
TABLE 212 LATIN AMERICA: RISK ANALYTICS MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 173
TABLE 213 LATIN AMERICA: RISK ANALYTICS MARKET, BY SOFTWARE, 2016–2021 (USD MILLION) 174
TABLE 214 LATIN AMERICA: RISK ANALYTICS MARKET, BY SOFTWARE, 2022–2027 (USD MILLION) 174
TABLE 215 LATIN AMERICA: RISK ANALYTICS MARKET, BY SERVICE, 2016–2021 (USD MILLION) 174
TABLE 216 LATIN AMERICA: RISK ANALYTICS MARKET, BY SERVICE, 2022–2027 (USD MILLION) 175
TABLE 217 LATIN AMERICA: RISK ANALYTICS MARKET, BY DEPLOYMENT MODE, 2016–2021 (USD MILLION) 175
TABLE 218 LATIN AMERICA: RISK ANALYTICS MARKET, BY DEPLOYMENT MODE, 2022–2027 (USD MILLION) 175
TABLE 219 LATIN AMERICA: RISK ANALYTICS MARKET, BY RISK TYPE, 2016–2021 (USD MILLION) 175
TABLE 220 LATIN AMERICA: RISK ANALYTICS MARKET, BY RISK TYPE, 2022–2027 (USD MILLION) 176
TABLE 221 LATIN AMERICA: RISK ANALYTICS MARKET, BY ORGANIZATION SIZE, 2016–2021 (USD MILLION) 176
TABLE 222 LATIN AMERICA: RISK ANALYTICS MARKET, BY ORGANIZATION SIZE, 2022–2027 (USD MILLION) 176
TABLE 223 LATIN AMERICA: RISK ANALYTICS MARKET, BY VERTICAL, 2016–2021 (USD MILLION) 177
TABLE 224 LATIN AMERICA: RISK ANALYTICS MARKET, BY VERTICAL, 2022–2027 (USD MILLION) 177
TABLE 225 LATIN AMERICA: RISK ANALYTICS MARKET, BY COUNTRY, 2016–2021 (USD MILLION) 178
TABLE 226 LATIN AMERICA: RISK ANALYTICS MARKET, BY COUNTRY, 2022–2027 (USD MILLION) 178
11.6.3 BRAZIL 178
TABLE 227 BRAZIL: RISK ANALYTICS MARKET, BY COMPONENT, 2016–2021 (USD MILLION) 179
TABLE 228 BRAZIL: RISK ANALYTICS MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 179
TABLE 229 BRAZIL: RISK ANALYTICS MARKET, BY RISK TYPE, 2016–2021 (USD MILLION) 179
TABLE 230 BRAZIL: RISK ANALYTICS MARKET, BY RISK TYPE, 2022–2027 (USD MILLION) 179
11.6.4 MEXICO 180
TABLE 231 MEXICO: RISK ANALYTICS MARKET, BY COMPONENT, 2016–2021 (USD MILLION) 180
TABLE 232 MEXICO: RISK ANALYTICS MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 180
TABLE 233 MEXICO: RISK ANALYTICS MARKET, BY RISK TYPE, 2016–2021 (USD MILLION) 180
TABLE 234 MEXICO: RISK ANALYTICS MARKET, BY RISK TYPE, 2022–2027 (USD MILLION) 181

11.6.5 REST OF LATIN AMERICA 181
TABLE 235 REST OF LATIN AMERICA: RISK ANALYTICS MARKET, BY COMPONENT, 2016–2021 (USD MILLION) 181
TABLE 236 REST OF LATIN AMERICA: RISK ANALYTICS MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 181
TABLE 237 REST OF LATIN AMERICA: RISK ANALYTICS MARKET, BY RISK TYPE, 2016–2021 (USD MILLION) 182
TABLE 238 REST OF LATIN AMERICA: RISK ANALYTICS MARKET, BY RISK TYPE, 2022–2027 (USD MILLION) 182
12 COMPETITIVE LANDSCAPE 183
12.1 OVERVIEW 183
12.2 STRATEGIES OF KEY PLAYERS 183
TABLE 239 OVERVIEW OF STRATEGIES DEPLOYED BY KEY PLAYERS IN RISK ANALYTICS MARKET 183
12.3 REVENUE ANALYSIS 184
FIGURE 39 REVENUE ANALYSIS OF KEY COMPANIES IN PAST FIVE YEARS 184
12.4 MARKET SHARE ANALYSIS 185
FIGURE 40 RISK ANALYTICS MARKET SHARE ANALYSIS 185
TABLE 240 RISK ANALYTICS MARKET: DEGREE OF COMPETITION 185
12.5 COMPANY EVALUATION QUADRANT 187
12.5.1 STARS 187
12.5.2 EMERGING LEADERS 187
12.5.3 PERVASIVE PLAYERS 187
12.5.4 PARTICIPANTS 187
FIGURE 41 KEY RISK ANALYTICS MARKET PLAYERS, COMPANY EVALUATION MATRIX, 2020 188
12.6 STARTUP/SME EVALUATION QUADRANT 188
12.6.1 PROGRESSIVE COMPANIES 189
12.6.2 RESPONSIVE COMPANIES 189
12.6.3 DYNAMIC COMPANIES 189
12.6.4 STARTING BLOCKS 189
FIGURE 42 STARTUP/SME RISK ANALYTICS MARKET EVALUATION MATRIX, 2020 190
12.7 COMPETITIVE BENCHMARKING 190
TABLE 241 RISK ANALYTICS MARKET: DETAILED LIST OF KEY STARTUPS/SMES 190
TABLE 242 RISK ANALYTICS MARKET: COMPETITIVE BENCHMARKING OF KEY PLAYERS (STARTUPS/SMES) 191
12.8 COMPETITIVE SCENARIO 192
12.8.1 PRODUCT LAUNCHES 192
TABLE 243 PRODUCT LAUNCHES, 2018–2021 192
12.8.2 DEALS 194
TABLE 244 DEALS, 2018–2022 194
12.8.3 OTHERS 197
TABLE 245 OTHERS, 2019–2021 197

13 COMPANY PROFILES 198
13.1 INTRODUCTION 198
13.2 KEY PLAYERS 198
(Business Overview, Solutions, Products & Services, Recent Developments, MnM View)*
13.2.1 IBM 198
TABLE 246 IBM: BUSINESS OVERVIEW 198
FIGURE 43 IBM: COMPANY SNAPSHOT 199
TABLE 247 IBM: PRODUCTS/SOLUTIONS/SERVICES OFFERED 199
TABLE 248 IBM: PRODUCT LAUNCHES, 2018–2021 200
TABLE 249 IBM: DEALS, 2018–2022 201
13.2.2 SAP 204
TABLE 250 SAP: BUSINESS OVERVIEW 204
FIGURE 44 SAP: COMPANY SNAPSHOT 205
TABLE 251 SAP: PRODUCTS/SOLUTIONS/SERVICES OFFERED 205
TABLE 252 SAP: PRODUCT LAUNCHES, 2018–2022 206
TABLE 253 SAP: DEALS, 2019–2020 208
TABLE 254 SAP: OTHERS, 2020 208
13.2.3 SAS INSTITUTE 210
TABLE 255 SAS INSTITUTE: BUSINESS OVERVIEW 210
FIGURE 45 SAS INSTITUTE: COMPANY SNAPSHOT 210
TABLE 256 SAS INSTITUTE: PRODUCTS/SOLUTIONS/SERVICES OFFERED 211
TABLE 257 SAS INSTITUTE: PRODUCT LAUNCHES, 2018–2020 212
TABLE 258 SAS INSTITUTE: DEALS, 2018–2022 213
TABLE 259 SAS INSTITUTE: OTHERS, 2019 214
13.2.4 ORACLE 215
TABLE 260 ORACLE: BUSINESS OVERVIEW 215
FIGURE 46 ORACLE: COMPANY SNAPSHOT 216
TABLE 261 ORACLE: PRODUCTS/SOLUTIONS/SERVICES OFFERED 216
TABLE 262 ORACLE: PRODUCT LAUNCHES, 2019–2020 217
TABLE 263 ORACLE: DEALS, 2018–2021 218
13.2.5 FIS 220
TABLE 264 FIS: BUSINESS OVERVIEW 220
FIGURE 47 FIS: COMPANY SNAPSHOT 221
TABLE 265 FIS: PRODUCTS/SOLUTIONS/SERVICES OFFERED 221
TABLE 266 FIS: DEALS, 2019–2021 222
13.2.6 MOODY’S ANALYTICS 224
TABLE 267 MOODY’S ANALYTICS: BUSINESS OVERVIEW 224
TABLE 268 MOODY’S ANALYTICS: PRODUCTS/SOLUTIONS/SERVICES OFFERED 224
TABLE 269 MOODY’S ANALYTICS: PRODUCT LAUNCHES, 2018–2021 225
TABLE 270 MOODY’S ANALYTICS: DEALS, 2018–2021 226
13.2.7 VERISK ANALYTICS 227
TABLE 271 VERISK ANALYTICS: BUSINESS OVERVIEW 227
TABLE 272 VERISK ANALYTICS: PRODUCTS/SOLUTIONS/SERVICES OFFERED 227
TABLE 273 VERISK ANALYTICS: PRODUCT LAUNCHES, 2019–2020 228
TABLE 274 VERISK ANALYTICS: DEALS, 2019–2020 229
13.2.8 ALTERYX 230
TABLE 275 ALTERYX: BUSINESS OVERVIEW 230
TABLE 276 ALTERYX: PRODUCTS/SOLUTIONS/SERVICES OFFERED 230
TABLE 277 ALTERYX: PRODUCT LAUNCHES, 2020 231
TABLE 278 ALTERYX: DEALS, 2019–2021 231
13.2.9 AXIOMSL 232
TABLE 279 AXIOMSL: BUSINESS OVERVIEW 232
TABLE 280 AXIOMSL: PRODUCTS/SOLUTIONS/SERVICES OFFERED 232
TABLE 281 AXIOMSL: PRODUCT LAUNCHES, 2018 233
TABLE 282 AXIOMSL: DEALS, 2019–2021 233
TABLE 283 AXIOMSL: OTHERS, 2019 234
13.2.10 GURUCUL 235
TABLE 284 GURUCUL: BUSINESS OVERVIEW 235
TABLE 285 GURUCUL: PRODUCTS/SOLUTIONS/SERVICES OFFERED 235
TABLE 286 GURUCUL: PRODUCT LAUNCHES, 2018–2020 236
13.2.11 PROVENIR 237
TABLE 287 PROVENIR: BUSINESS OVERVIEW 237
TABLE 288 PROVENIR: PRODUCTS/SOLUTIONS/SERVICES OFFERED 237
TABLE 289 PROVENIR: PRODUCT LAUNCHES, 2021 237
13.2.12 BRIDGEI2I 238
TABLE 290 BRIDGEI2I: BUSINESS OVERVIEW 238
TABLE 291 BRIDGEI2I: PRODUCTS/SOLUTIONS/SERVICES OFFERED 238
TABLE 292 BRIDGEI2I: PRODUCT LAUNCHES, 2018–2020 239
TABLE 293 BRIDGEI2I: DEALS, 2020 239
13.2.13 RECORDED FUTURE 240
TABLE 294 RECORDED FUTURE: BUSINESS OVERVIEW 240
TABLE 295 RECORDED FUTURE: PRODUCTS/SOLUTIONS/SERVICES OFFERED 240
TABLE 296 RECORDED FUTURE: PRODUCT LAUNCHES, 2019–2021 241
TABLE 297 RECORDED FUTURE: DEALS, 2019–2021 241
13.2.14 ACADIASOFT 242
TABLE 298 ACADIASOFT: BUSINESS OVERVIEW 242
TABLE 299 ACADIASOFT: PRODUCTS/SOLUTIONS/SERVICES OFFERED 242
TABLE 300 ACADIASOFT: DEALS, 2020–2021 243
13.2.15 QLIK 244
TABLE 301 QLIK: BUSINESS OVERVIEW 244
TABLE 302 QLIK: PRODUCTS/SOLUTIONS/SERVICES OFFERED 244
TABLE 303 QLIK: DEALS, 2018–2020 245
13.2.16 DATAFACTZ 246
13.2.17 CUBELOGIC LIMITED 247
13.2.18 RISK EDGE SOLUTIONS 248
13.2.19 EQUARIUS RISK ANALYTICS 249
13.2.20 QUANTIFI 249
*Details on Business Overview, Solutions, Products & Services, Recent Developments, MnM View might not be captured in case of unlisted companies.
13.3 STARTUP/SME PROFILES 250
13.3.1 ACTIFY DATA LABS 250
13.3.2 AMLGO LABS 251
13.3.3 ZESTY.AI 251
13.3.4 ARTIVATIC 252
13.3.5 ATTESTIV 253
13.3.6 RISKVILLE 253
13.3.7 QUANTEXA 254
13.3.8 SPIN ANALYTICS 255
13.3.9 KYVOS INSIGHTS 255
13.3.10 IMPLY 256
14 ADJACENT AND RELATED MARKETS 257
14.1 INTRODUCTION 257
14.2 INSURANCE ANALYTICS MARKET 257
14.2.1 MARKET DEFINITION 257
14.2.2 MARKET OVERVIEW 257
14.2.2.1 Insurance analytics market, by component 257
TABLE 304 INSURANCE ANALYTICS MARKET, BY COMPONENT, 2016–2019 (USD MILLION) 258
TABLE 305 INSURANCE ANALYTICS MARKET, BY COMPONENT, 2020–2026 (USD MILLION) 258
TABLE 306 SERVICES: INSURANCE ANALYTICS MARKET, BY TYPE, 2016–2019 (USD MILLION) 258
TABLE 307 SERVICES: INSURANCE ANALYTICS MARKET, BY TYPE, 2020–2026 (USD MILLION) 258
14.2.2.2 Insurance analytics market, by application 259
TABLE 308 APPLICATIONS: INSURANCE ANALYTICS MARKET, BY TYPE, 2016–2019 (USD MILLION) 259
TABLE 309 APPLICATIONS: INSURANCE ANALYTICS MARKET, BY TYPE, 2020–2026 (USD MILLION) 259
14.2.2.3 Insurance analytics market, by deployment mode 260
TABLE 310 INSURANCE ANALYTICS MARKET, BY DEPLOYMENT MODE, 2016–2019 (USD MILLION) 260
TABLE 311 INSURANCE ANALYTICS MARKET, BY DEPLOYMENT MODE, 2020–2026 (USD MILLION) 260
14.2.2.4 Insurance analytics market, by organization size 260
TABLE 312 INSURANCE ANALYTICS MARKET, BY ORGANIZATION SIZE, 2016–2019 (USD MILLION) 261
TABLE 313 INSURANCE ANALYTICS MARKET, BY ORGANIZATION SIZE, 2020–2026 (USD MILLION) 261
14.2.2.5 Insurance analytics market, by end user 261
TABLE 314 INSURANCE ANALYTICS MARKET, BY END USER, 2016–2019 (USD MILLION) 261
TABLE 315 INSURANCE ANALYTICS MARKET, BY END USER, 2020–2026 (USD MILLION) 262
14.2.2.6 Insurance analytics market, by region 262
TABLE 316 INSURANCE ANALYTICS MARKET, BY REGION, 2016–2019 (USD MILLION) 262
TABLE 317 INSURANCE ANALYTICS MARKET, BY REGION, 2020–2026 (USD MILLION) 263
14.3 FRAUD DETECTION AND PREVENTION MARKET 263
14.3.1 MARKET DEFINITION 263
14.3.2 MARKET OVERVIEW 263
14.3.2.1 Fraud detection and prevention market, by fraud type 263
TABLE 318 FRAUD DETECTION AND PREVENTION MARKET, BY FRAUD TYPE, 2014–2019 (USD MILLION) 264
TABLE 319 FRAUD DETECTION AND PREVENTION MARKET, BY FRAUD TYPE, 2019–2025 (USD MILLION) 264
14.3.2.2 Fraud detection and prevention market, by component 264
TABLE 320 FRAUD DETECTION AND PREVENTION MARKET, BY COMPONENT, 2014–2019 (USD MILLION) 265
TABLE 321 FRAUD DETECTION AND PREVENTION MARKET, BY COMPONENT, 2019–2025 (USD MILLION) 265
TABLE 322 SOLUTIONS: FRAUD DETECTION AND PREVENTION MARKET, BY TYPE, 2014–2019 (USD MILLION) 265
TABLE 323 SOLUTIONS: FRAUD DETECTION AND PREVENTION MARKET, BY TYPE, 2019–2025 (USD MILLION) 266
TABLE 324 SERVICES: FRAUD DETECTION AND PREVENTION MARKET, BY TYPE, 2014–2019 (USD MILLION) 266
TABLE 325 SERVICES: FRAUD DETECTION AND PREVENTION MARKET, BY TYPE, 2019–2025 (USD MILLION) 266
14.3.2.3 Fraud detection and prevention market, by deployment mode 267
TABLE 326 FRAUD DETECTION AND PREVENTION MARKET, BY DEPLOYMENT MODE, 2014–2019 (USD MILLION) 267
TABLE 327 FRAUD DETECTION AND PREVENTION MARKET, BY DEPLOYMENT MODE, 2019–2025 (USD MILLION) 267
14.3.2.4 Fraud detection and prevention market, by organization size 267
TABLE 328 FRAUD DETECTION AND PREVENTION MARKET, BY ORGANIZATION SIZE, 2014–2019 (USD MILLION) 268
TABLE 329 FRAUD DETECTION AND PREVENTION MARKET, BY ORGANIZATION SIZE, 2019–2025 (USD MILLION) 268
14.3.2.5 Fraud detection and prevention market, by vertical 268
TABLE 330 FRAUD DETECTION AND PREVENTION MARKET, BY VERTICAL, 2014–2019 (USD MILLION) 268
TABLE 331 FRAUD DETECTION AND PREVENTION MARKET, BY VERTICAL, 2019–2025 (USD MILLION) 269
14.3.2.6 Fraud detection and prevention market, by region 269
TABLE 332 FRAUD DETECTION AND PREVENTION MARKET, BY REGION, 2014–2019 (USD MILLION) 269
TABLE 333 FRAUD DETECTION AND PREVENTION MARKET, BY REGION, 2019–2025 (USD MILLION) 270
15 APPENDIX 271
15.1 DISCUSSION GUIDE 271
15.2 KNOWLEDGE STORE: MARKETSANDMARKETS’ SUBSCRIPTION PORTAL 276
15.3 AVAILABLE CUSTOMIZATIONS 278
15.4 RELATED REPORTS 278
15.5 AUTHOR DETAILS 279

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[リスク分析のグローバル市場予測(~2027):ソフトウェア、サービス] ( Risk Analytics Market by Component (Software (ETL Tools, Risk Calculation Engines, GRC Software) and Services), Risk Type (Strategic Risk, Operational Risk, Financial Risk), Deployment Mode, Organization Size, Vertical and Region - Global Forecast to 2027 / TC2572-22) についてEメールでお問い合わせ


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