Table of Content

1 INTRODUCTION (Page No. - 33)
    1.1 STUDY OBJECTIVES 
    1.2 RISK ANALYTICS MARKET DEFINITION 
           1.2.1 INCLUSIONS AND EXCLUSIONS
    1.3 STUDY SCOPE 
           1.3.1 MARKET SEGMENTATION
           1.3.2 REGIONS COVERED
           1.3.3 YEARS CONSIDERED
    1.4 CURRENCY CONSIDERED 
           TABLE 1 USD EXCHANGE RATE, 2020–2023
    1.5 STAKEHOLDERS 
    1.6 SUMMARY OF CHANGES 
           1.6.1 RECESSION IMPACT
2 RESEARCH METHODOLOGY (Page No. - 39)
    2.1 RESEARCH DATA 
           FIGURE 1 RISK ANALYTICS MARKET: RESEARCH DESIGN
           2.1.1 SECONDARY DATA
           2.1.2 PRIMARY DATA
                    TABLE 2 PRIMARY INTERVIEWS
                    2.1.2.1 Breakup of primary profiles
                    2.1.2.2 Key industry insights
    2.2 DATA TRIANGULATION 
           FIGURE 2 MARKET: DATA TRIANGULATION
    2.3 RISK ANALYTICS MARKET SIZE ESTIMATION 
           FIGURE 3 TOP-DOWN AND BOTTOM-UP APPROACHES
           2.3.1 TOP-DOWN APPROACH
           2.3.2 BOTTOM-UP APPROACH
                    FIGURE 4 APPROACH 1 (SUPPLY-SIDE): REVENUE OF SOFTWARE/SERVICES OF MARKET
                    FIGURE 5 APPROACH 2, BOTTOM-UP (SUPPLY-SIDE): COLLECTIVE REVENUE OF ALL RISK ANALYTICS SOFTWARE/SERVICES
                    FIGURE 6 APPROACH 3, BOTTOM-UP (SUPPLY-SIDE): COLLECTIVE REVENUE FROM ALL RISK ANALYTICS SOFTWARE/SERVICES
                    FIGURE 7 APPROACH 4, BOTTOM-UP (DEMAND-SIDE): SHARE OF RISK ANALYTICS THROUGH OVERALL RISK ANALYTICS SPENDING
    2.4 MARKET FORECAST 
           TABLE 3 FACTOR ANALYSIS
    2.5 RESEARCH ASSUMPTIONS 
    2.6 LIMITATIONS 
    2.7 IMPLICATION OF RECESSION ON GLOBAL MARKET 
           TABLE 4 RECESSION IMPACT ON MARKET
3 EXECUTIVE SUMMARY (Page No. - 52)
    TABLE 5 GLOBAL RISK ANALYTICS MARKET AND GROWTH RATE, 2019–2023 (USD MILLION, Y-O-Y%) 
    TABLE 6 GLOBAL MARKET AND GROWTH RATE, 2024–2029 (USD MILLION, Y-O-Y%) 
    FIGURE 8 SOFTWARE SEGMENT EXPECTED TO ACCOUNT FOR LARGEST MARKET IN 2024 
    FIGURE 9 GRC SOFTWARE ESTIMATED TO ACCOUNT FOR LARGEST MARKET IN 2024 
    FIGURE 10 CLOUD DEPLOYMENT ESTIMATED TO ACCOUNT FOR LARGEST MARKET IN 2024 
    FIGURE 11 PROFESSIONAL SERVICES SEGMENT ESTIMATED TO ACCOUNT FOR LARGEST MARKET IN 2024 
    FIGURE 12 CONSULTING SERVICES SEGMENT ESTIMATED TO HOLDLARGEST MARKET IN 2024 
    FIGURE 13 RISK IDENTIFICATION SEGMENT ESTIMATED TO ACCOUNT FOR LARGEST MARKET IN 2024 
    FIGURE 14 STRATEGIC RISK SEGMENT ESTIMATED TO ACCOUNT FOR LARGEST MARKET IN 2024 
    FIGURE 15 OPERATIONAL RISK SEGMENT ESTIMATED TO ACCOUNT FOR LARGEST MARKET IN 2024 
    FIGURE 16 BFSI ESTIMATED TO ACCOUNT FOR LARGEST MARKET IN 2024 
    FIGURE 17 NORTH AMERICA MARKET ESTIMATED TO ACCOUNT FOR LARGEST SHARE IN 2024 
4 PREMIUM INSIGHTS (Page No. - 59)
    4.1 ATTRACTIVE OPPORTUNITIES IN MARKET 
           FIGURE 18 GROWING ADVENT OF ML & AI TO MAXIMIZE POTENTIAL OF RISK ANALYTICS
    4.2 OVERVIEW OF RECESSION IN GLOBAL MARKET 
           FIGURE 19 MARKET TO WITNESS MINOR DECLINE IN Y-O-Y GROWTH IN 2024
    4.3 RISK ANALYTICS MARKET, BY RISK STAGE 
           FIGURE 20 RISK IDENTIFICATION SEGMENT ESTIMATED TO ACCOUNT FOR LARGEST MARKET
    4.4 MARKET, BY OFFERING AND KEY VERTICAL 
           FIGURE 21 SOFTWARE AND BFSI SEGMENTS ESTIMATED TO ACCOUNT FOR SIGNIFICANT MARKET SHARES
    4.5 MARKET, BY REGION 
           FIGURE 22 NORTH AMERICA DOMINATED MARKET IN 2024
5 RISK ANALYTICS MARKET OVERVIEW AND INDUSTRY TRENDS (Page No. - 62)
    5.1 INTRODUCTION 
    5.2 MARKET DYNAMICS 
           FIGURE 23 DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES: MARKET
           5.2.1 DRIVERS
                    5.2.1.1 Growing incidences of data theft and security breaches
                    5.2.1.2 Rising government compliance with stringent industry regulations
                    5.2.1.3 Increasing complexities across business processes
                    5.2.1.4 Rising digitalization and business process automation
                    5.2.1.5 Growing awareness of risk management
           5.2.2 RESTRAINTS
                    5.2.2.1 High cost and complexity in software installation and configuration
                    5.2.2.2 Resistance to change
           5.2.3 OPPORTUNITIES
                    5.2.3.1 Adoption of AI and blockchain technology
                    5.2.3.2 Rising innovations in FinTech industry
                    5.2.3.3 Increasing workforce management investments
                    5.2.3.4 Surging adoption of proactively assessing and mitigating potential risks in supply chain operations
           5.2.4 CHALLENGES
                    5.2.4.1 Integration of data from data silos
                    5.2.4.2 Scarcity of highly skilled professionals in field of risk management
    5.3 CASE STUDY ANALYSIS 
           5.3.1 MASTERCARD BUILT SAFER PAYMENTS ECOSYSTEM WITH FOURTH-PARTY RISK MONITORING PROGRAM
           5.3.2 SANDVIK’S TREASURY TEAM TRANSFORMED ITS DISPARATE PROCESSES WITH FIS TREASURY AND RISK MANAGER - QUANTUM EDITION AND FIS PAYMENT HUB - ENTERPRISE EDITION
           5.3.3 ZENGRC PLATFORM HELPED AERA TECHNOLOGY MANAGE COMPLIANCE INITIATIVES EFFICIENTLY
           5.3.4 NEW ZEALAND SUPERANNUATION FUND (NZSF) USED QUANTIFI’S SOLUTION FOR CREDIT AND LIQUIDITY RISK MANAGEMENT
           5.3.5 PIRAEUS BANK USED QUANTIFI XVA SOLUTION TO ADDRESS ITS REGULATORY REQUIREMENTS
           5.3.6 POWER MAPPING ELEMENT OF VERISK MAPLECROFT’S RISK ANALYSIS SERVICE UTILIZED TO INFORM BUSINESS DECISIONS
           5.3.7 REGIONAL BANK DEPLOYED ONESPAN RISK ANALYTICS SOLUTION TO CURTAIL FRAUD
           5.3.8 BANK DEPLOYED AXIOMSL’S IFRS 9 SOLUTION FOR DATA AND CREDIT MODEL TRANSPARENCY
    5.4 EVOLUTION OF MARKET 
           FIGURE 24 EVOLUTION OF MARKET
    5.5 ECOSYSTEM ANALYSIS 
           FIGURE 25 KEY PLAYERS IN MARKET ECOSYSTEM
           TABLE 7 ROLE OF PLAYERS IN MARKET ECOSYSTEM
           5.5.1 SOFTWARE PROVIDERS
           5.5.2 SERVICE PROVIDERS
           5.5.3 END USERS
           5.5.4 REGULATORY BODIES
    5.6 TECHNOLOGICAL ANALYSIS 
           5.6.1 KEY TECHNOLOGIES
                    5.6.1.1 Artificial Intelligence (AI)
                    5.6.1.2 Big Data
                    5.6.1.3 Cybersecurity
           5.6.2 ADJACENT TECHNOLOGIES
                    5.6.2.1 Cloud Computing
                    5.6.2.2 Internet of Things (IoT)
           5.6.3 COMPLEMENTARY TECHNOLOGIES
                    5.6.3.1 AR/VR
                    5.6.3.2 RPA
    5.7 REGULATORY LANDSCAPE 
           5.7.1 REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
                    TABLE 8 NORTH AMERICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
                    TABLE 9 EUROPE: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
                    TABLE 10 ASIA PACIFIC: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
                    TABLE 11 MIDDLE EAST & AFRICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
                    TABLE 12 LATIN AMERICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
                    5.7.1.1 North America
                               5.7.1.1.1 US
                               5.7.1.1.2 Canada
                    5.7.1.2 Europe
                    5.7.1.3 Asia Pacific
                               5.7.1.3.1 China
                               5.7.1.3.2 India
                               5.7.1.3.3 Japan
                    5.7.1.4 Middle East & Africa
                               5.7.1.4.1 UAE
                               5.7.1.4.2 KSA
                               5.7.1.4.3 South Africa
                    5.7.1.5 Latin America
                               5.7.1.5.1 Brazil
                               5.7.1.5.2 Mexico
    5.8 SUPPLY CHAIN ANALYSIS 
           FIGURE 26 SUPPLY CHAIN ANALYSIS
    5.9 PRICING ANALYSIS 
           5.9.1 AVERAGE SELLING PRICE TRENDS OF KEY PLAYERS, BY SOFTWARE TYPE
                    FIGURE 27 AVERAGE SELLING PRICE TRENDS OF KEY PLAYERS, BY SOFTWARE TYPE
                    TABLE 13 AVERAGE SELLING PRICE TRENDS OF KEY PLAYERS, BY SOFTWARE TYPE
           5.9.2 INDICATIVE PRICING ANALYSIS OF RISK ANALYTICS, BY OFFERING
                    TABLE 14 INDICATIVE PRICING LEVELS OF RISK ANALYTICS, BY OFFERING
    5.10 KEY CONFERENCES & EVENTS IN 2024–2025 
           TABLE 15 MARKET: DETAILED LIST OF CONFERENCES & EVENTS
    5.11 PATENT ANALYSIS 
           5.11.1 METHODOLOGY
           5.11.2 PATENTS FILED, BY DOCUMENT TYPE
                    TABLE 16 PATENTS FILED, 2013–2023
           5.11.3 INNOVATION AND PATENT APPLICATIONS
                    FIGURE 28 NUMBER OF PATENTS GRANTED, 2013–2023
                    5.11.3.1 Top ten applicants in MARKET
                               FIGURE 29 TOP TEN APPLICANTS IN MARKET, 2013–2023
                               FIGURE 30 REGIONAL ANALYSIS OF PATENTS GRANTED FOR MARKET, 2013–2023
                               TABLE 17 TOP 20 PATENT OWNERS IN MARKET, 2013–2023
                               TABLE 18 LIST OF FEW PATENTS GRANTED IN MARKET, 2022–2023
    5.12 PORTER’S FIVE FORCES’ ANALYSIS 
                    FIGURE 31 PORTER’S FIVE FORCES’ ANALYSIS
                    TABLE 19 MARKET: PORTER’S FIVE FORCES’ ANALYSIS
           5.12.1 THREAT OF NEW ENTRANTS
           5.12.2 THREAT OF SUBSTITUTES
           5.12.3 BARGAINING POWER OF SUPPLIERS
           5.12.4 BARGAINING POWER OF BUYERS
           5.12.5 INTENSITY OF COMPETITIVE RIVALRY
    5.13 KEY STAKEHOLDERS & BUYING CRITERIA 
           5.13.1 KEY STAKEHOLDERS IN BUYING PROCESS
                    FIGURE 32 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS FOR KEY VERTICALS
                    TABLE 20 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS FOR KEY VERTICALS
           5.13.2 BUYING CRITERIA
                    FIGURE 33 KEY BUYING CRITERIA FOR TOP THREE VERTICALS
                    TABLE 21 KEY BUYING CRITERIA FOR TOP THREE VERTICALS
    5.14 TRENDS/DISRUPTIONS IMPACTING CUSTOMERS’ BUSINESSES 
                    FIGURE 34 TRENDS/DISRUPTIONS IMPACTING CUSTOMERS’ BUSINESSES
    5.15 RISK ANALYTICS TECHNIQUES/TOOLS 
           5.15.1 FAILURE MODE AND EFFECTS ANALYSIS (FMEA)
           5.15.2 RISK MATRIX
           5.15.3 BOWTIE MODEL
           5.15.4 DECISION TREE
    5.16 INVESTMENT AND FUNDING SCENARIO 
                    FIGURE 35 MARKET: INVESTMENT LANDSCAPE, 2019–2023
6 RISK ANALYTICS MARKET, BY OFFERING (Page No. - 99)
    6.1 INTRODUCTION 
           6.1.1 OFFERING: MARKET DRIVERS
                    FIGURE 36 SERVICES SEGMENT TO LEAD MARKET DURING FORECAST PERIOD
                    TABLE 22 MARKET, BY OFFERING, 2019–2023 (USD MILLION)
                    TABLE 23 MARKET, BY OFFERING, 2024–2029 (USD MILLION)
    6.2 SOFTWARE 
           6.2.1 RISK ANALYTICS SOFTWARE TO FACILITATE COMPLIANCE MONITORING AND VENDOR RISK MANAGEMENT
                    TABLE 24 RISK ANALYTICS SOFTWARE MARKET, BY REGION, 2019–2023 (USD MILLION)
                    TABLE 25 RISK ANALYTICS SOFTWARE MARKET, BY REGION, 2024–2029 (USD MILLION)
           6.2.2 TYPE
                    FIGURE 37 GRC SOFTWARE SEGMENT ESTIMATED TO ACCOUNT FOR LARGEST MARKET SHARE DURING FORECAST PERIOD
                    TABLE 26 RISK ANALYTICS MARKET, BY TYPE, 2019–2023 (USD MILLION)
                    TABLE 27 MARKET, BY TYPE, 2024–2029 (USD MILLION)
                    6.2.2.1 ETL tools
                               TABLE 28 ETL TOOLS: MARKET, BY REGION, 2019–2023 (USD MILLION)
                               TABLE 29 ETL TOOLS: MARKET, BY REGION, 2024–2029 (USD MILLION)
                    6.2.2.2 Risk calculation engines
                               TABLE 30 RISK CALCULATION ENGINES: MARKET, BY REGION, 2019–2023 (USD MILLION)
                               TABLE 31 RISK CALCULATION ENGINES: MARKET, BY REGION, 2024–2029 (USD MILLION)
                    6.2.2.3 Scorecard & visualization tools
                               TABLE 32 SCORECARD & VISUALIZATION TOOLS: MARKET, BY REGION, 2019–2023 (USD MILLION)
                               TABLE 33 SCORECARD & VISUALIZATION TOOLS: RISK ANALYTICS MARKET, BY REGION, 2024–2029 (USD MILLION)
                    6.2.2.4 Risk reporting tools
                               TABLE 34 RISK REPORTING TOOLS: MARKET, BY REGION, 2019–2023 (USD MILLION)
                               TABLE 35 RISK REPORTING TOOLS: MARKET, BY REGION, 2024–2029 (USD MILLION)
                               6.2.2.4.1 Pre-built parameterized standard reports
                               6.2.2.4.2 Drill down & through reporting
                               6.2.2.4.3 Audit & data quality reports
                               6.2.2.4.4 Enterprise reporting
                               6.2.2.4.5 Compliance reporting
                               6.2.2.4.6 Other risk reporting tools
                    6.2.2.5 Dashboard analytics
                               TABLE 36 DASHBOARD ANALYTICS: MARKET, BY REGION, 2019–2023 (USD MILLION)
                               TABLE 37 DASHBOARD ANALYTICS: MARKET, BY REGION, 2024–2029 (USD MILLION)
                    6.2.2.6 GRC software
                               TABLE 38 GRC SOFTWARE: RISK ANALYTICS MARKET, BY REGION, 2019–2023 (USD MILLION)
                               TABLE 39 GRC SOFTWARE: MARKET, BY REGION, 2024–2029 (USD MILLION)
                    6.2.2.7 Other types
                               TABLE 40 OTHER TYPES: MARKET, BY REGION, 2019–2023 (USD MILLION)
                               TABLE 41 OTHER TYPES: MARKET, BY REGION, 2024–2029 (USD MILLION)
           6.2.3 DEPLOYMENT MODE
                    FIGURE 38 CLOUD SEGMENT TO LEAD MARKET DURING FORECAST PERIOD
                    TABLE 42 MARKET, BY DEPLOYMENT MODE, 2019–2023 (USD MILLION)
                    TABLE 43 MARKET, BY DEPLOYMENT MODE, 2024–2029 (USD MILLION)
                    6.2.3.1 Cloud
                               TABLE 44 CLOUD: MARKET, BY REGION, 2019–2023 (USD MILLION)
                               TABLE 45 CLOUD: RISK ANALYTICS MARKET, BY REGION, 2024–2029 (USD MILLION)
                    6.2.3.2 On-premises
                               TABLE 46 ON-PREMISES: MARKET, BY REGION, 2019–2023 (USD MILLION)
                               TABLE 47 ON-PREMISES: MARKET, BY REGION, 2024–2029 (USD MILLION)
    6.3 SERVICES 
           6.3.1 NAVIGATING LANDSCAPE OF RISK WITH ANALYTICS SERVICES
                    FIGURE 39 PROFESSIONAL SERVICES SEGMENT TO ACCOUNT FOR LARGEST MARKET SHARE DURING FORECAST PERIOD
                    TABLE 48 SERVICES: MARKET, BY REGION, 2019–2023 (USD MILLION)
                    TABLE 49 SERVICES: MARKET, BY REGION, 2024–2029 (USD MILLION)
           6.3.2 PROFESSIONAL SERVICES
                    FIGURE 40 SYSTEM & MAINTENANCE SEGMENT TO LEAD MARKET DURING FORECAST PERIOD
                    TABLE 50 PROFESSIONAL SERVICES: MARKET, BY REGION, 2019–2023 (USD MILLION)
                    TABLE 51 PROFESSIONAL SERVICES: RISK ANALYTICS MARKET, BY REGION, 2024–2029 (USD MILLION)
                    6.3.2.1 Consulting services
                               TABLE 52 CONSULTING SERVICES: MARKET, BY REGION, 2019–2023 (USD MILLION)
                               TABLE 53 CONSULTING SERVICES: MARKET, BY REGION, 2024–2029 (USD MILLION)
                    6.3.2.2 Deployment & integration
                               TABLE 54 DEPLOYMENT & INTEGRATION: MARKET, BY REGION, 2019–2023 (USD MILLION)
                               TABLE 55 DEPLOYMENT & INTEGRATION: RISK ANALYTICS MARKET, BY REGION, 2024–2029 (USD MILLION)
                    6.3.2.3 Support & maintenance
                               TABLE 56 SUPPORT & MAINTENANCE: MARKET, BY REGION, 2019–2023 (USD MILLION)
                               TABLE 57 SUPPORT & MAINTENANCE: MARKET, BY REGION, 2024–2029 (USD MILLION)
           6.3.3 MANAGED SERVICES
                    TABLE 58 MANAGED SERVICES: MARKET, BY REGION, 2019–2023 (USD MILLION)
                    TABLE 59 MANAGED SERVICES: MARKET, BY REGION, 2024–2029 (USD MILLION)
7 RISK ANALYTICS MARKET, BY RISK TYPE (Page No. - 122)
    7.1 INTRODUCTION 
           7.1.1 RISK TYPE: MARKET DRIVERS
                    FIGURE 41 REGULATORY RISK SEGMENT EXPECTED TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD
                    TABLE 60 MARKET, BY RISK TYPE, 2019–2023 (USD MILLION)
                    TABLE 61 MARKET, BY RISK TYPE, 2024–2029 (USD MILLION)
    7.2 STRATEGIC RISK 
           7.2.1 RISK ANALYTICS TO OFFER PREDICTIVE CAPABILITIES, SCENARIO ANALYSIS, AND COMPREHENSIVE RISK ASSESSMENTS
                    FIGURE 42 FINANCIAL RISK SEGMENT EXPECTED TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD
                    TABLE 62 STRATEGIC RISK: RISK ANALYTICS MARKET, BY TYPE, 2019–2023 (USD MILLION)
                    TABLE 63 STRATEGIC RISK: MARKET, BY TYPE, 2024–2029 (USD MILLION)
                    TABLE 64 STRATEGIC RISK: MARKET, BY REGION, 2019–2023 (USD MILLION)
                    TABLE 65 STRATEGIC RISK: MARKET, BY REGION, 2024–2029 (USD MILLION)
           7.2.2 OPERATIONAL RISK
                    TABLE 66 OPERATIONAL RISK: MARKET, BY REGION, 2019–2023 (USD MILLION)
                    TABLE 67 OPERATIONAL RISK: MARKET, BY REGION, 2024–2029 (USD MILLION)
                    7.2.2.1 Real-time monitoring
                    7.2.2.2 Automated risk assessments
                    7.2.2.3 Equipment failures
                    7.2.2.4 Human errors
                    7.2.2.5 Supply chain disruptions
                    7.2.2.6 Model risk
                    7.2.2.7 Other operational risk types
           7.2.3 REPUTATIONAL RISK
                    TABLE 68 REPUTATIONAL RISK: RISK ANALYTICS MARKET, BY REGION, 2019–2023 (USD MILLION)
                    TABLE 69 REPUTATIONAL RISK: MARKET, BY REGION, 2024–2029 (USD MILLION)
                    7.2.3.1 Negative publicity
                    7.2.3.2 Customer dissatisfaction
                    7.2.3.3 Competitive risk
                    7.2.3.4 Product recall risk
                    7.2.3.5 Ethical controversies
                    7.2.3.6 Proactive crisis management
                    7.2.3.7 Other reputational risks
           7.2.4 POLITICAL RISK
                    TABLE 70 POLITICAL RISK: MARKET, BY REGION, 2019–2023 (USD MILLION)
                    TABLE 71 POLITICAL RISK: RISK ANALYTICS MARKET, BY REGION, 2024–2029 (USD MILLION)
                    7.2.4.1 Political instability
                    7.2.4.2 Trade restrictions
                    7.2.4.3 Tax policy reform
                    7.2.4.4 Other political risks
           7.2.5 GOVERNANCE RISK
                    TABLE 72 GOVERNANCE RISK: MARKET, BY REGION, 2019–2023 (USD MILLION)
                    TABLE 73 GOVERNANCE RISK: MARKET, BY REGION, 2024–2029 (USD MILLION)
                    7.2.5.1 Weak corporate governance
                    7.2.5.2 Lack of oversight
                    7.2.5.3 Data retention
                    7.2.5.4 Other governance risks
           7.2.6 FINANCIAL RISK
                    TABLE 74 FINANCIAL RISK: MARKET, BY REGION, 2019–2023 (USD MILLION)
                    TABLE 75 FINANCIAL RISK: RISK ANALYTICS MARKET, BY REGION, 2024–2029 (USD MILLION)
                    7.2.6.1 Capital management
                    7.2.6.2 Trading risk
                    7.2.6.3 Inadequate financial planning
                    7.2.6.4 Liquidity risk
                    7.2.6.5 Credit risk
                    7.2.6.6 Anti-money laundering
                    7.2.6.7 Payment fraud detection
                    7.2.6.8 Other financial risks
    7.3 REGULATORY RISK 
           TABLE 76 REGULATORY RISK: MARKET, BY REGION, 2019–2023 (USD MILLION)
           TABLE 77 REGULATORY RISK: RISK ANALYTICS MARKET, BY REGION, 2024–2029 (USD MILLION)
           7.3.1 TARIFFS AND TRADE POLICIES
           7.3.2 MINIMUM WAGE LAWS
           7.3.3 LACK OF AWARENESS AND TRAINING
           7.3.4 OTHER REGULATORY RISKS
    7.4 ENVIRONMENTAL RISK 
           7.4.1 ENVIRONMENTAL RISK MANAGEMENT FOR BALANCING SUSTAINABILITY AND GROWTH
                    TABLE 78 ENVIRONMENTAL RISK: MARKET, BY REGION, 2019–2023 (USD MILLION)
                    TABLE 79 ENVIRONMENTAL RISK: MARKET, BY REGION, 2024–2029 (USD MILLION)
           7.4.2 NATURAL DISASTERS
           7.4.3 CLIMATE CHANGE
           7.4.4 POLLUTION
           7.4.5 BIODIVERSITY LOSS
           7.4.6 HUMAN ACTIVITIES
           7.4.7 TOXIC HAZARD RISK ASSESSMENT
           7.4.8 OTHER ENVIRONMENTAL RISKS
    7.5 OTHER RISK TYPES 
           TABLE 80 OTHER RISK TYPES: RISK ANALYTICS MARKET, BY REGION, 2019–2023 (USD MILLION)
           TABLE 81 OTHER RISK TYPES: MARKET, BY REGION, 2024–2029 (USD MILLION)
8 RISK ANALYTICS MARKET, BY RISK STAGE (Page No. - 143)
    8.1 INTRODUCTION 
           8.1.1 RISK STAGE: MARKET DRIVERS
                    FIGURE 43 RISK ASSESSMENT & PRIORITIZATION SEGMENT EXPECTED TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD
                    TABLE 82 MARKET, BY RISK STAGE, 2019–2023 (USD MILLION)
                    TABLE 83 MARKET, BY RISK STAGE, 2024–2029 (USD MILLION)
    8.2 RISK IDENTIFICATION 
           8.2.1 SYSTEMATIC IDENTIFICATION OF RISKS TO HELP BUSINESSES PROACTIVELY IMPLEMENT MITIGATION STRATEGIES AND ALLOCATE RESOURCES EFFECTIVELY
                    TABLE 84 RISK IDENTIFICATION: MARKET, BY REGION, 2019–2023 (USD MILLION)
                    TABLE 85 RISK IDENTIFICATION: MARKET, BY REGION, 2024–2029 (USD MILLION)
    8.3 RISK ASSESSMENT & PRIORITIZATION 
           8.3.1 SYSTEMATIC APPROACH TO ENSURE RISK MANAGEMENT STRATEGIES ARE ALIGNED WITH BUSINESS OBJECTIVES
                    TABLE 86 RISK ASSESSMENT & PRIORITIZATION: RISK ANALYTICS MARKET, BY REGION, 2019–2023 (USD MILLION)
                    TABLE 87 RISK ASSESSMENT & PRIORITIZATION: MARKET, BY REGION, 2024–2029 (USD MILLION)
    8.4 RISK RESPONSE & MITIGATION 
           8.4.1 MITIGATION OF POTENTIAL RISKS TO ENSURE COST SAVINGS AND REGULATORY COMPLIANCE
                    TABLE 88 RISK RESPONSE & MITIGATION: MARKET, BY REGION, 2019–2023 (USD MILLION)
                    TABLE 89 RISK RESPONSE & MITIGATION: MARKET, BY REGION, 2024–2029 (USD MILLION)
    8.5 RISK MONITORING 
           8.5.1 ONGOING SURVEILLANCE TO HELP NAVIGATE UNCERTAINTIES AND MAINTAIN RESILIENCE
                    TABLE 90 RISK MONITORING: RISK ANALYTICS MARKET, BY REGION, 2019–2023 (USD MILLION)
                    TABLE 91 RISK MONITORING: MARKET, BY REGION, 2024–2029 (USD MILLION)
    8.6 RISK REPORTING 
           8.6.1 EFFECTIVE RISK REPORTING ESSENTIAL FOR MAINTAINING STABILITY, ENSURING COMPLIANCE, AND SUPPORTING STRATEGIC DECISION-MAKING
                    TABLE 92 RISK REPORTING: MARKET, BY REGION, 2019–2023 (USD MILLION)
                    TABLE 93 RISK REPORTING: MARKET, BY REGION, 2024–2029 (USD MILLION)
9 RISK ANALYTICS MARKET, BY VERTICAL (Page No. - 151)
    9.1 INTRODUCTION 
           9.1.1 VERTICAL: RISK ANALYTICS DRIVERS
                    FIGURE 44 BFSI SEGMENT TO ACCOUNT FOR THE LARGEST MARKET BY 2029
                    TABLE 94 MARKET, BY VERTICAL, 2019–2023 (USD MILLION)
                    TABLE 95 MARKET, BY VERTICAL, 2024–2029 (USD MILLION)
    9.2 BFSI 
           9.2.1 RISK ANALYTICS TO ASSIST IN MAKING INFORMED DATA-DRIVEN DECISIONS AND ENHANCE OPERATIONAL EFFICIENCY
                    TABLE 96 BANKING, FINANCIAL SERVICES, AND INSURANCE: USE CASES
                    TABLE 97 BFSI: RISK ANALYTICS MARKET, BY REGION, 2019–2023 (USD MILLION)
                    TABLE 98 BFSI: MARKET, BY REGION, 2024–2029 (USD MILLION)
    9.3 RETAIL & ECOMMERCE 
           9.3.1 RISK ANALYTICS TO HELP IDENTIFY, ASSESS, AND MITIGATE VARIOUS RISKS
                    TABLE 99 RETAIL & ECOMMERCE: USE CASES
                    TABLE 100 RETAIL & ECOMMERCE: MARKET, BY REGION, 2019–2023 (USD MILLION)
                    TABLE 101 RETAIL & ECOMMERCE: MARKET, BY REGION, 2024–2029 (USD MILLION)
    9.4 HEALTHCARE & LIFE SCIENCES 
           9.4.1 DATA ANALYSIS TECHNIQUES TO IDENTIFY, EVALUATE, AND MANAGE RISKS ACROSS VARIOUS DOMAINS
                    TABLE 102 HEALTHCARE & LIFE SCIENCES: USE CASES
                    TABLE 103 HEALTHCARE & LIFE SCIENCES: RISK ANALYTICS MARKET, BY REGION, 2019–2023 (USD MILLION)
                    TABLE 104 HEALTHCARE & LIFE SCIENCES: MARKET, BY REGION, 2024–2029 (USD MILLION)
    9.5 TELECOMMUNICATIONS 
           9.5.1 TECHNOLOGICAL ADVANCEMENTS TO ENABLE IDENTIFICATION OF SYSTEM ANOMALIES AND DETECTION OF FRAUDULENT ACTIVITIES
                    TABLE 105 TELECOMMUNICATIONS: USE CASES
                    TABLE 106 TELECOMMUNICATIONS: MARKET, BY REGION, 2019–2023 (USD MILLION)
                    TABLE 107 TELECOMMUNICATIONS: MARKET, BY REGION, 2024–2029 (USD MILLION)
    9.6 ENERGY & UTILITIES 
           9.6.1 RISK ANALYTICS TOOLS TO IDENTIFY AND ADDRESS ENVIRONMENTAL RISKS
                    TABLE 108 ENERGY & UTILITIES: USE CASES
                    TABLE 109 ENERGY & UTILITIES: MARKET, BY REGION, 2019–2023 (USD MILLION)
                    TABLE 110 ENERGY & UTILITIES: RISK ANALYTICS MARKET, BY REGION, 2024–2029 (USD MILLION)
    9.7 MANUFACTURING 
           9.7.1 REGULAR REPORTING AND MONITORING TO HELP TRACK RISKS AND THREATS
                    TABLE 111 MANUFACTURING: USE CASES
                    TABLE 112 MANUFACTURING: MARKET, BY REGION, 2019–2023 (USD MILLION)
                    TABLE 113 MANUFACTURING: MARKET, BY REGION, 2024–2029 (USD MILLION)
    9.8 TRANSPORTATION & LOGISTICS 
           9.8.1 RISK MANAGEMENT SOLUTIONS TO FOSTER CULTURE OF SAFETY AND RESPONSIBILITY
                    TABLE 114 TRANSPORTATION & LOGISTICS: USE CASES
                    TABLE 115 TRANSPORTATION & LOGISTICS: MARKET, BY REGION, 2019–2023 (USD MILLION)
                    TABLE 116 TRANSPORTATION & LOGISTICS: RISK ANALYTICS MARKET, BY REGION, 2024–2029 (USD MILLION)
    9.9 GOVERNMENT & DEFENSE 
           9.9.1 RISK ANALYTICS TO HELP PROTECT PUBLIC FINANCES AND STRENGTHEN OVERALL GOVERNANCE
                    TABLE 117 GOVERNMENT & DEFENSE: USE CASES
                    TABLE 118 GOVERNMENT & DEFENSE: MARKET, BY REGION, 2019–2023 (USD MILLION)
                    TABLE 119 GOVERNMENT & DEFENSE: MARKET, BY REGION, 2024–2029 (USD MILLION)
    9.10 MINING 
           9.10.1 ADVANCED ANALYTICS TOOLS TO HELP COMPANIES ASSESS ENVIRONMENTAL RISKS AND IMPLEMENT SUSTAINABLE PRACTICES
                    TABLE 120 MINING: USE CASES
                    TABLE 121 MINING: MARKET, BY REGION, 2019–2023 (USD MILLION)
                    TABLE 122 MINING: RISK ANALYTICS MARKET, BY REGION, 2024–2029 (USD MILLION)
    9.11 CONSTRUCTION 
           9.11.1 QUANTIFICATION OF RISKS TO ASSIST IN PROJECT PLANNING, RESOURCE ALLOCATION, PROCUREMENT, AND CONTRACT MANAGEMENT
                    TABLE 123 CONSTRUCTION: USE CASES
                    TABLE 124 CONSTRUCTION: MARKET, BY REGION, 2019–2023 (USD MILLION)
                    TABLE 125 CONSTRUCTION: MARKET, BY REGION, 2024–2029 (USD MILLION)
    9.12 OTHER VERTICALS 
                    TABLE 126 OTHER VERTICALS: MARKET, BY REGION, 2019–2023 (USD MILLION)
                    TABLE 127 OTHER VERTICALS: MARKET, BY REGION, 2024–2029 (USD MILLION)
10 RISK ANALYTICS MARKET, BY REGION (Page No. - 169)
     10.1 INTRODUCTION 
               FIGURE 45 NORTH AMERICA TO ACCOUNT FOR LARGEST SHARE DURING FORECAST PERIOD
               FIGURE 46 INDIA TO WITNESS FASTEST GROWTH DURING FORECAST PERIOD
               TABLE 128 MARKET, BY REGION, 2019–2023 (USD MILLION)
               TABLE 129 MARKET, BY REGION, 2024–2029 (USD MILLION)
     10.2 NORTH AMERICA 
             10.2.1 NORTH AMERICA: MARKET DRIVERS
             10.2.2 NORTH AMERICA: IMPACT OF RECESSION
                       FIGURE 47 NORTH AMERICA: MARKET SNAPSHOT
                       TABLE 130 NORTH AMERICA: MARKET, BY OFFERING, 2019–2023 (USD MILLION)
                       TABLE 131 NORTH AMERICA: MARKET, BY OFFERING, 2024–2029 (USD MILLION)
                       TABLE 132 NORTH AMERICA: RISK ANALYTICS MARKET, BY TYPE, 2019–2023 (USD MILLION)
                       TABLE 133 NORTH AMERICA: MARKET, BY TYPE, 2024–2029 (USD MILLION)
                       TABLE 134 NORTH AMERICA: MARKET, BY SERVICE, 2019–2023 (USD MILLION)
                       TABLE 135 NORTH AMERICA: MARKET, BY SERVICE, 2024–2029 (USD MILLION)
                       TABLE 136 NORTH AMERICA: MARKET, BY PROFESSIONAL SERVICE, 2019–2023 (USD MILLION)
                       TABLE 137 NORTH AMERICA: MARKET, BY PROFESSIONAL SERVICE, 2024–2029 (USD MILLION)
                       TABLE 138 NORTH AMERICA: MARKET, BY DEPLOYMENT MODE, 2019–2023 (USD MILLION)
                       TABLE 139 NORTH AMERICA: MARKET, BY DEPLOYMENT MODE, 2024–2029 (USD MILLION)
                       TABLE 140 NORTH AMERICA: MARKET, BY RISK STAGE, 2019–2023 (USD MILLION)
                       TABLE 141 NORTH AMERICA: MARKET, BY RISK STAGE, 2024–2029 (USD MILLION)
                       TABLE 142 NORTH AMERICA: MARKET, BY RISK TYPE, 2019–2023 (USD MILLION)
                       TABLE 143 NORTH AMERICA: MARKET, BY RISK TYPE, 2024–2029 (USD MILLION)
                       TABLE 144 NORTH AMERICA: RISK ANALYTICS MARKET, BY STRATEGIC RISK, 2019–2023 (USD MILLION)
                       TABLE 145 NORTH AMERICA: MARKET, BY STRATEGIC RISK, 2024–2029 (USD MILLION)
                       TABLE 146 NORTH AMERICA: MARKET, BY VERTICAL, 2019–2023 (USD MILLION)
                       TABLE 147 NORTH AMERICA: MARKET, BY VERTICAL, 2024–2029 (USD MILLION)
                       TABLE 148 NORTH AMERICA: MARKET, BY COUNTRY, 2019–2023 (USD MILLION)
                       TABLE 149 NORTH AMERICA: MARKET, BY COUNTRY, 2024–2029 (USD MILLION)
             10.2.3 US
                       10.2.3.1 Swift evolution of IT domain coupled with industrial advancements to propel market
                                   TABLE 150 US: MARKET, BY OFFERING, 2019–2023 (USD MILLION)
                                   TABLE 151 US: MARKET, BY OFFERING, 2024–2029 (USD MILLION)
                                   TABLE 152 US: MARKET, BY TYPE, 2019–2023 (USD MILLION)
                                   TABLE 153 US: RISK ANALYTICS MARKET, BY TYPE, 2024–2029 (USD MILLION)
                                   TABLE 154 US: MARKET, BY SERVICE, 2019–2023 (USD MILLION)
                                   TABLE 155 US: MARKET, BY SERVICE, 2024–2029 (USD MILLION)
                                   TABLE 156 US: MARKET, BY PROFESSIONAL SERVICE, 2019–2023 (USD MILLION)
                                   TABLE 157 US: MARKET, BY PROFESSIONAL SERVICE, 2024–2029 (USD MILLION)
                                   TABLE 158 US: MARKET, BY DEPLOYMENT MODE, 2019–2023 (USD MILLION)
                                   TABLE 159 US: MARKET, BY DEPLOYMENT MODE, 2024–2029 (USD MILLION)
             10.2.4 CANADA
                       10.2.4.1 Increased transition toward cloud-based deployment models to accelerate market growth
     10.3 EUROPE 
             10.3.1 EUROPE: MARKET DRIVERS
             10.3.2 EUROPE: RECESSION IMPACT
                       TABLE 160 EUROPE: MARKET, BY OFFERING, 2019–2023 (USD MILLION)
                       TABLE 161 EUROPE: RISK ANALYTICS MARKET, BY OFFERING, 2024–2029 (USD MILLION)
                       TABLE 162 EUROPE: MARKET, BY TYPE, 2019–2023 (USD MILLION)
                       TABLE 163 EUROPE: MARKET, BY TYPE, 2024–2029 (USD MILLION)
                       TABLE 164 EUROPE: RISK ANALYTICS SOLUTIONS MARKET, BY SERVICE, 2019–2023 (USD MILLION)
                       TABLE 165 EUROPE: RISK ANALYTICS SOLUTIONS MARKET, BY SERVICE, 2024–2029 (USD MILLION)
                       TABLE 166 EUROPE: MARKET, BY PROFESSIONAL SERVICE, 2019–2023 (USD MILLION)
                       TABLE 167 EUROPE: MARKET, BY PROFESSIONAL SERVICE, 2024–2029 (USD MILLION)
                       TABLE 168 EUROPE: MARKET, BY DEPLOYMENT MODE, 2019–2023 (USD MILLION)
                       TABLE 169 EUROPE: MARKET, BY DEPLOYMENT MODE, 2024–2029 (USD MILLION)
                       TABLE 170 EUROPE: MARKET, BY RISK STAGE, 2019–2023 (USD MILLION)
                       TABLE 171 EUROPE: MARKET, BY RISK STAGE, 2024–2029 (USD MILLION)
                       TABLE 172 EUROPE: MARKET, BY RISK TYPE, 2019–2023 (USD MILLION)
                       TABLE 173 EUROPE: MARKET, BY RISK TYPE, 2024–2029 (USD MILLION)
                       TABLE 174 EUROPE: RISK ANALYTICS MARKET, BY STRATEGIC RISK, 2019–2023 (USD MILLION)
                       TABLE 175 EUROPE: MARKET, BY STRATEGIC RISK, 2024–2029 (USD MILLION)
                       TABLE 176 EUROPE: MARKET, BY VERTICAL, 2019–2023 (USD MILLION)
                       TABLE 177 EUROPE: MARKET, BY VERTICAL, 2024–2029 (USD MILLION)
                       TABLE 178 EUROPE: MARKET, BY COUNTRY, 2019–2023 (USD MILLION)
                       TABLE 179 EUROPE: MARKET, BY COUNTRY, 2024–2029 (USD MILLION)
             10.3.3 UK
                       10.3.3.1 Proactive risk management strategies to navigate uncertainties and safeguard operations to boost market
                                   TABLE 180 UK: MARKET, BY OFFERING, 2019–2023 (USD MILLION)
                                   TABLE 181 UK: MARKET, BY OFFERING, 2024–2029 (USD MILLION)
                                   TABLE 182 UK: MARKET, BY TYPE, 2019–2023 (USD MILLION)
                                   TABLE 183 UK: RISK ANALYTICS MARKET, BY TYPE, 2024–2029 (USD MILLION)
                                   TABLE 184 UK: MARKET, BY SERVICE, 2019–2023 (USD MILLION)
                                   TABLE 185 UK: MARKET, BY SERVICE, 2024–2029 (USD MILLION)
                                   TABLE 186 UK: MARKET, BY PROFESSIONAL SERVICE, 2019–2023 (USD MILLION)
                                   TABLE 187 UK: MARKET, BY PROFESSIONAL SERVICE, 2024–2029 (USD MILLION)
                                   TABLE 188 UK: MARKET, BY DEPLOYMENT MODE, 2019–2023 (USD MILLION)
                                   TABLE 189 UK: MARKET, BY DEPLOYMENT MODE, 2024–2029 (USD MILLION)
             10.3.4 GERMANY
                       10.3.4.1 Rise in tech advancements and growing demand for data-driven solutions to spur growth
             10.3.5 FRANCE
                       10.3.5.1 Strategic collaborations among technology entities, research bodies, and startups to foster market growth
             10.3.6 ITALY
                       10.3.6.1 Increasing regulatory complexity, demand for skilled professionals, and rising risk management needs to drive market
             10.3.7 SPAIN
                       10.3.7.1 Government initiatives aimed at promoting digital transformation and innovation to accelerate adoption of risk analytics
             10.3.8 REST OF EUROPE
     10.4 ASIA PACIFIC 
             10.4.1 ASIA PACIFIC: MARKET DRIVERS
             10.4.2 ASIA PACIFIC: RECESSION IMPACT
                       FIGURE 48 ASIA PACIFIC: MARKET SNAPSHOT
                       TABLE 190 ASIA PACIFIC: MARKET, BY OFFERING, 2019–2023 (USD MILLION)
                       TABLE 191 ASIA PACIFIC: MARKET, BY OFFERING, 2024–2029 (USD MILLION)
                       TABLE 192 ASIA PACIFIC: RISK ANALYTICS MARKET, BY TYPE, 2019–2023 (USD MILLION)
                       TABLE 193 ASIA PACIFIC: MARKET, BY TYPE, 2024–2029 (USD MILLION)
                       TABLE 194 ASIA PACIFIC: MARKET, BY SERVICE, 2019–2023 (USD MILLION)
                       TABLE 195 ASIA PACIFIC: MARKET, BY SERVICE, 2024–2029 (USD MILLION)
                       TABLE 196 ASIA PACIFIC: MARKET, BY PROFESSIONAL SERVICE, 2019–2023 (USD MILLION)
                       TABLE 197 ASIA PACIFIC: MARKET, BY PROFESSIONAL SERVICE, 2024–2029 (USD MILLION)
                       TABLE 198 ASIA PACIFIC: MARKET, BY DEPLOYMENT MODE, 2019–2023 (USD MILLION)
                       TABLE 199 ASIA PACIFIC: MARKET, BY DEPLOYMENT MODE, 2024–2029 (USD MILLION)
                       TABLE 200 ASIA PACIFIC: MARKET, BY RISK STAGE, 2019–2023 (USD MILLION)
                       TABLE 201 ASIA PACIFIC: MARKET, BY RISK STAGE, 2024–2029 (USD MILLION)
                       TABLE 202 ASIA PACIFIC: MARKET, BY RISK TYPE, 2019–2023 (USD MILLION)
                       TABLE 203 ASIA PACIFIC: MARKET, BY RISK TYPE, 2024–2029 (USD MILLION)
                       TABLE 204 ASIA PACIFIC: RISK ANALYTICS MARKET, BY STRATEGIC RISK, 2019–2023 (USD MILLION)
                       TABLE 205 ASIA PACIFIC: MARKET, BY STRATEGIC RISK, 2024–2029 (USD MILLION)
                       TABLE 206 ASIA PACIFIC: MARKET, BY VERTICAL, 2019–2023 (USD MILLION)
                       TABLE 207 ASIA PACIFIC: MARKET, BY VERTICAL, 2024–2029 (USD MILLION)
                       TABLE 208 ASIA PACIFIC: MARKET, BY COUNTRY, 2019–2023 (USD MILLION)
                       TABLE 209 ASIA PACIFIC: MARKET, BY COUNTRY, 2024–2029 (USD MILLION)
             10.4.3 CHINA
                       10.4.3.1 Integration of risk analytics solutions into operational frameworks to drive market
                                   TABLE 210 CHINA: MARKET, BY OFFERING, 2019–2023 (USD MILLION)
                                   TABLE 211 CHINA: MARKET, BY OFFERING, 2024–2029 (USD MILLION)
                                   TABLE 212 CHINA: MARKET, BY TYPE, 2019–2023 (USD MILLION)
                                   TABLE 213 CHINA: MARKET, BY TYPE, 2024–2029 (USD MILLION)
                                   TABLE 214 CHINA: RISK ANALYTICS MARKET, BY SERVICE, 2019–2023 (USD MILLION)
                                   TABLE 215 CHINA: MARKET, BY SERVICE, 2024–2029 (USD MILLION)
                                   TABLE 216 CHINA: MARKET, BY PROFESSIONAL SERVICE, 2019–2023 (USD MILLION)
                                   TABLE 217 CHINA: MARKET, BY PROFESSIONAL SERVICE, 2024–2029 (USD MILLION)
                                   TABLE 218 CHINA: MARKET, BY DEPLOYMENT MODE, 2019–2023 (USD MILLION)
                                   TABLE 219 CHINA: MARKET, BY DEPLOYMENT MODE, 2024–2029 (USD MILLION)
             10.4.4 INDIA
                       10.4.4.1 Rising need for real-time analytics and industry-specific risk management requirements to boost market growth
             10.4.5 JAPAN
                       10.4.5.1 Adoption of risk appetite frameworks and stress testing in banks to drive market
             10.4.6 SOUTH KOREA
                       10.4.6.1 Rising adoption of geospatial analytics across diverse industries to boost market
             10.4.7 SINGAPORE
                       10.4.7.1 Need to manage various risks, including financial and operational risks, to drive demand for risk analytics tools
             10.4.8 MALAYSIA
                       10.4.8.1 Increasing adoption of digital technologies and growing demand for risk management in various industries to foster growth
             10.4.9 AUSTRALIA & NEW ZEALAND
                       10.4.9.1 Rising uptake of cloud-based solutions and heightened awareness of cybersecurity threats to propel market
               10.4.10 REST OF ASIA PACIFIC
     10.5 MIDDLE EAST & AFRICA 
             10.5.1 MIDDLE EAST & AFRICA: MARKET DRIVERS
             10.5.2 MIDDLE EAST & AFRICA: IMPACT OF RECESSION
                       TABLE 220 MIDDLE EAST & AFRICA: MARKET, BY OFFERING, 2019–2023 (USD MILLION)
                       TABLE 221 MIDDLE EAST & AFRICA: MARKET, BY OFFERING, 2024–2029 (USD MILLION)
                       TABLE 222 MIDDLE EAST & AFRICA: RISK ANALYTICS MARKET, BY TYPE, 2019–2023 (USD MILLION)
                       TABLE 223 MIDDLE EAST & AFRICA: MARKET, BY TYPE, 2024–2029 (USD MILLION)
                       TABLE 224 MIDDLE EAST & AFRICA: MARKET, BY SERVICE, 2019–2023 (USD MILLION)
                       TABLE 225 MIDDLE EAST & AFRICA: MARKET, BY SERVICE, 2024–2029 (USD MILLION)
                       TABLE 226 MIDDLE EAST & AFRICA: MARKET, BY PROFESSIONAL SERVICE, 2019–2023 (USD MILLION)
                       TABLE 227 MIDDLE EAST & AFRICA: MARKET, BY PROFESSIONAL SERVICE, 2024–2029 (USD MILLION)
                       TABLE 228 MIDDLE EAST & AFRICA: MARKET, BY DEPLOYMENT MODE, 2019–2023 (USD MILLION)
                       TABLE 229 MIDDLE EAST & AFRICA: MARKET, BY DEPLOYMENT MODE, 2024–2029 (USD MILLION)
                       TABLE 230 MIDDLE EAST & AFRICA: MARKET, BY RISK STAGE, 2019–2023 (USD MILLION)
                       TABLE 231 MIDDLE EAST & AFRICA: MARKET, BY RISK STAGE, 2024–2029 (USD MILLION)
                       TABLE 232 MIDDLE EAST & AFRICA: RISK ANALYTICS MARKET, BY RISK TYPE, 2019–2023 (USD MILLION)
                       TABLE 233 MIDDLE EAST & AFRICA: MARKET, BY RISK TYPE, 2024–2029 (USD MILLION)
                       TABLE 234 MIDDLE EAST & AFRICA: MARKET, BY STRATEGIC RISK, 2019–2023 (USD MILLION)
                       TABLE 235 MIDDLE EAST & AFRICA: MARKET, BY STRATEGIC RISK, 2024–2029 (USD MILLION)
                       TABLE 236 MIDDLE EAST & AFRICA: MARKET, BY VERTICAL, 2019–2023 (USD MILLION)
                       TABLE 237 MIDDLE EAST & AFRICA: MARKET, BY VERTICAL, 2024–2029 (USD MILLION)
                       TABLE 238 MIDDLE EAST & AFRICA: MARKET, BY REGION, 2019–2023 (USD MILLION)
                       TABLE 239 MIDDLE EAST & AFRICA: MARKET, BY REGION, 2024–2029 (USD MILLION)
             10.5.3 UAE
                       10.5.3.1 Increasing competitiveness among regulating firms and latest technological developments to spike market growth
             10.5.4 KSA
                       10.5.4.1 Increasing adoption of IoT solutions and evolving cyber threat landscape to drive economic growth
             10.5.5 QATAR
                       10.5.5.1 Growing emphasis on risk management across industries to drive market
             10.5.6 ISRAEL
                       10.5.6.1 Increasing need for risk management in banking and financial services sector to accelerate market growth
             10.5.7 SOUTH AFRICA
                       10.5.7.1 Government initiatives and substantial foreign investments to drive innovation
             10.5.8 REST OF MIDDLE EAST & ARICA
     10.6 LATIN AMERICA 
             10.6.1 LATIN AMERICA: MARKET DRIVERS
             10.6.2 LATIN AMERICA: IMPACT OF RECESSION
                       TABLE 240 LATIN AMERICA: MARKET, BY OFFERING, 2019–2023 (USD MILLION)
                       TABLE 241 LATIN AMERICA: MARKET, BY OFFERING, 2024–2029 (USD MILLION)
                       TABLE 242 LATIN AMERICA: MARKET, BY TYPE, 2019–2023 (USD MILLION)
                       TABLE 243 LATIN AMERICA: RISK ANALYTICS MARKET, BY TYPE, 2024–2029 (USD MILLION)
                       TABLE 244 LATIN AMERICA: MARKET, BY SERVICE, 2019–2023 (USD MILLION)
                       TABLE 245 LATIN AMERICA: MARKET, BY SERVICE, 2024–2029 (USD MILLION)
                       TABLE 246 LATIN AMERICA: MARKET, BY PROFESSIONAL SERVICE, 2019–2023 (USD MILLION)
                       TABLE 247 LATIN AMERICA: MARKET, BY PROFESSIONAL SERVICE, 2024–2029 (USD MILLION)
                       TABLE 248 LATIN AMERICA: MARKET, BY DEPLOYMENT MODE, 2019–2023 (USD MILLION)
                       TABLE 249 LATIN AMERICA: MARKET, BY DEPLOYMENT MODE, 2024–2029 (USD MILLION)
                       TABLE 250 LATIN AMERICA: MARKET, BY RISK STAGE, 2019–2023 (USD MILLION)
                       TABLE 251 LATIN AMERICA: MARKET, BY RISK STAGE, 2024–2029 (USD MILLION)
                       TABLE 252 LATIN AMERICA: MARKET, BY RISK TYPE, 2019–2023 (USD MILLION)
                       TABLE 253 LATIN AMERICA: MARKET, BY RISK TYPE, 2024–2029 (USD MILLION)
                       TABLE 254 LATIN AMERICA: MARKET, BY STRATEGIC RISK, 2019–2023 (USD MILLION)
                       TABLE 255 LATIN AMERICA: RISK ANALYTICS MARKET, BY STRATEGIC RISK, 2024–2029 (USD MILLION)
                       TABLE 256 LATIN AMERICA: MARKET, BY VERTICAL, 2019–2023 (USD MILLION)
                       TABLE 257 LATIN AMERICA: MARKET, BY VERTICAL, 2024–2029 (USD MILLION)
                       TABLE 258 LATIN AMERICA: MARKET, BY REGION, 2019–2023 (USD MILLION)
                       TABLE 259 LATIN AMERICA: MARKET, BY REGION, 2024–2029 (USD MILLION)
             10.6.3 BRAZIL
                       10.6.3.1 Significant growth and innovation due to increasing implementation of AI and ML technologies
             10.6.4 MEXICO
                       10.6.4.1 Increase in clients’ needs, stricter regulations, and technological innovations to boost demand for risk analytics
             10.6.5 ARGENTINA
                       10.6.5.1 Government initiatives in Argentina to foster market growth
             10.6.6 REST OF LATIN AMERICA
11 COMPETITIVE LANDSCAPE (Page No. - 227)
     11.1 OVERVIEW 
     11.2 STRATEGIES ADOPTED BY KEY PLAYERS 
               TABLE 260 OVERVIEW OF STRATEGIES ADOPTED BY KEY RISK ANALYTICS VENDORS
     11.3 REVENUE ANALYSIS 
               FIGURE 49 TOP FIVE PLAYERS DOMINATED MARKET IN LAST FIVE YEARS
     11.4 MARKET SHARE ANALYSIS 
               FIGURE 50 MARKET SHARE ANALYSIS FOR KEY PLAYERS, 2023
             11.4.1 MARKET RANKING ANALYSIS
                       TABLE 261 MARKET: DEGREE OF COMPETITION
     11.5 BRAND/PRODUCT COMPARATIVE ANALYSIS 
               FIGURE 51 BRAND/PRODUCT COMPARATIVE ANALYSIS
     11.6 COMPANY EVALUATION MATRIX: KEY PLAYERS, 2023 
             11.6.1 STARS
             11.6.2 EMERGING LEADERS
             11.6.3 PERVASIVE PLAYERS
             11.6.4 PARTICIPANTS
                       FIGURE 52 MARKET: COMPANY EVALUATION MATRIX (KEY PLAYERS), 2023
             11.6.5 COMPANY FOOTPRINT: KEY PLAYERS, 2023
                       11.6.5.1 Company footprint
                                   FIGURE 53 COMPANY FOOTPRINT (17 COMPANIES)
                       11.6.5.2 Offering footprint
                                   TABLE 262 OFFERING FOOTPRINT (17 COMPANIES)
                       11.6.5.3 Risk stage footprint
                                   TABLE 263 RISK STAGE FOOTPRINT (17 COMPANIES)
                       11.6.5.4 Regional footprint
                                   TABLE 264 REGIONAL FOOTPRINT (17 COMPANIES)
                       11.6.5.5 Vertical footprint
                                   TABLE 265 VERTICAL FOOTPRINT (17 COMPANIES)
     11.7 COMPANY EVALUATION MATRIX: STARTUPS/SMES, 2023 
             11.7.1 PROGRESSIVE COMPANIES
             11.7.2 RESPONSIVE COMPANIES
             11.7.3 DYNAMIC COMPANIES
             11.7.4 STARTING BLOCKS
                       FIGURE 54 MARKET: COMPANY EVALUATION MATRIX (STARTUPS/SMES), 2023
             11.7.5 COMPETITIVE BENCHMARKING: STARTUPS/SMES, 2023
                       TABLE 266 MARKET: DETAILED LIST OF KEY STARTUPS/SMES
                       TABLE 267 MARKET: COMPETITIVE BENCHMARKING OF KEY STARTUPS/SMES
     11.8 COMPETITIVE SCENARIO AND TRENDS 
             11.8.1 PRODUCT LAUNCHES
                       TABLE 268 MARKET: PRODUCT LAUNCHES, JANUARY 2022 – APRIL 2024
             11.8.2 DEALS
                       TABLE 269 MARKET: DEALS, JANUARY 2022 – APRIL 2024
             11.8.3 COMPANY VALUATION AND FINANCIAL METRICS OF KEY VENDORS
                       FIGURE 55 COMPANY VALUATION AND FINANCIAL METRICS OF KEY VENDORS
                       FIGURE 56 YEAR-TO-DATE (YTD) PRICE TOTAL RETURN AND FIVE-YEAR STOCK BETA OF KEY VENDORS
12 COMPANY PROFILES (Page No. - 249)
     12.1 INTRODUCTION 
     12.2 KEY PLAYERS 
(Business Overview, Products/Solutions/Services offered, Recent Developments, MnM View)*
             12.2.1 IBM
                       TABLE 270 IBM: BUSINESS OVERVIEW
                       FIGURE 57 IBM: COMPANY SNAPSHOT
                       TABLE 271 IBM: PRODUCTS/SOLUTIONS/SERVICES OFFERED
                       TABLE 272 IBM: PRODUCT LAUNCHES & ENHANCEMENTS
                       TABLE 273 IBM: DEALS
             12.2.2 ORACLE
                       TABLE 274 ORACLE: BUSINESS OVERVIEW
                       FIGURE 58 ORACLE: COMPANY SNAPSHOT
                       TABLE 275 ORACLE: PRODUCTS/SOLUTIONS/SERVICES OFFERED
                       TABLE 276 ORACLE: PRODUCT LAUNCHES & ENHANCEMENTS
                       TABLE 277 ORACLE: DEALS
             12.2.3 FIS
                       TABLE 278 FIS: BUSINESS OVERVIEW
                       FIGURE 59 FIS: COMPANY SNAPSHOT
                       TABLE 279 FIS: PRODUCTS/SOLUTIONS/SERVICES OFFERED
                       TABLE 280 FIS: PRODUCT LAUNCHES & ENHANCEMENTS
                       TABLE 281 FIS: DEALS
             12.2.4 MOODY’S ANALYTICS
                       TABLE 282 MOODY'S ANALYTICS: BUSINESS OVERVIEW
                       FIGURE 60 MOODY'S ANALYTICS: COMPANY SNAPSHOT
                       TABLE 283 MOODY'S ANALYTICS: PRODUCTS/SOLUTIONS/SERVICES OFFERED
                       TABLE 284 MOODY'S ANALYTICS: PRODUCT LAUNCHES & ENHANCEMENTS
                       TABLE 285 MOODY’S ANALYTICS: DEALS
                       TABLE 286 MOODY’S ANALYTICS: EXPANSIONS
             12.2.5 AON
                       TABLE 287 AON: BUSINESS OVERVIEW
                       FIGURE 61 AON: COMPANY SNAPSHOT
                       TABLE 288 AON: PRODUCTS/SOLUTIONS/SERVICES OFFERED
                       TABLE 289 AON: PRODUCT LAUNCHES & ENHANCEMENTS
                       TABLE 290 AON: DEALS
                       TABLE 291 AON: EXPANSIONS
             12.2.6 SERVICENOW
                       TABLE 292 SERVICENOW: BUSINESS OVERVIEW
                       FIGURE 62 SERVICENOW: COMPANY SNAPSHOT
                       TABLE 293 SERVICENOW: PRODUCTS/SOLUTIONS/SERVICES OFFERED
                       TABLE 294 SERVICENOW: PRODUCT LAUNCHES & ENHANCEMENTS
                       TABLE 295 SERVICENOW: DEALS
             12.2.7 SAP
                       TABLE 296 SAP: BUSINESS OVERVIEW
                       FIGURE 63 SAP: COMPANY SNAPSHOT
                       TABLE 297 SAP: PRODUCTS/SOLUTIONS/SERVICES OFFERED
                       TABLE 298 SAP: PRODUCT LAUNCHES & ENHANCEMENTS
                       TABLE 299 SAP: DEALS
             12.2.8 MARSH MCLENNAN
                       TABLE 300 MARSH MCLENNAN: BUSINESS OVERVIEW
                       FIGURE 64 MARSH MCLENNAN: COMPANY SNAPSHOT
                       TABLE 301 MARSH MCLENNAN: PRODUCTS/SOLUTIONS/SERVICES OFFERED
             12.2.9 SAS INSTITUTE
                       TABLE 302 SAS INSTITUTE: BUSINESS OVERVIEW
                       TABLE 303 SAS INSTITUTE: PRODUCTS/SOLUTIONS/SERVICES OFFERED
                       TABLE 304 SAS INSTITUTE: PRODUCT LAUNCHES & ENHANCEMENTS
                       TABLE 305 SAS INSTITUTE: DEALS
             12.2.10 PROCESSUNITY
                                   TABLE 306 PROCESSUNITY: BUSINESS OVERVIEW
                                   TABLE 307 PROCESSUNITY: PRODUCTS/SOLUTIONS/SERVICES OFFERED
                                   TABLE 308 PROCESSUNITY: PRODUCT LAUNCHES & ENHANCEMENTS
                                   TABLE 309 PROCESSUNITY: DEALS
             12.2.11 METRICSTREAM
                                   TABLE 310 METRICSTREAM: BUSINESS OVERVIEW
                                   TABLE 311 METRICSTREAM: PRODUCTS/SOLUTIONS/SERVICES OFFERED
                                   TABLE 312 METRICSTREAM: PRODUCT LAUNCHES & ENHANCEMENTS
                                   TABLE 313 METRICSTREAM: DEALS
             12.2.12 RESOLVER
                                   TABLE 314 RESOLVER: BUSINESS OVERVIEW
                                   TABLE 315 RESOLVER: PRODUCTS/SOLUTIONS/SERVICES OFFERED
                                   TABLE 316 RESOLVER: PRODUCT LAUNCHES & ENHANCEMENTS
                                   TABLE 317 RESOLVER: DEALS
             12.2.13 MILLIMAN
             12.2.14 LOGICMANAGER
             12.2.15 PROVENIR
             12.2.16 SAI360
             12.2.17 DELOITTE
             12.2.18 DILIGENT
             12.2.19 ALTERYX
             12.2.20 CRISIL
     12.3 OTHER PLAYERS 
             12.3.1 ONETRUST
             12.3.2 ARCHER
             12.3.3 ZESTY.AI
             12.3.4 FUSION RISK MANAGEMENT
             12.3.5 RISKVILLE
             12.3.6 SPIN ANALYTICS
             12.3.7 KYVOS INSIGHTS
             12.3.8 IMPERVA
             12.3.9 CIRIUM
             12.3.10 QUANTEXA
             12.3.11 CLICKUP
             12.3.12 SPRINTO
             12.3.13 VENTIV
             12.3.14 ADENZA
             12.3.15 CENTRL
             12.3.16 SAFETYCULTURE
             12.3.17 QUANTIFI
             12.3.18 CUBELOGIC LIMITED
             12.3.19 ONSPRING
             12.3.20 RISKOPTICS
*Details on Business Overview, Products/Solutions/Services offered, Recent Developments, MnM View might not be captured in case of unlisted companies.
13 ADJACENT AND RELATED MARKETS (Page No. - 321)
     13.1 INTRODUCTION 
     13.2 INSURANCE ANALYTICS MARKET 
             13.2.1 MARKET DEFINITION
             13.2.2 MARKET OVERVIEW
                       13.2.2.1 Insurance analytics market, by component
                                   TABLE 318 INSURANCE ANALYTICS MARKET, BY COMPONENT, 2016–2019 (USD MILLION)
                                   TABLE 319 INSURANCE ANALYTICS MARKET, BY COMPONENT, 2020–2026 (USD MILLION)
                                   TABLE 320 SERVICES: INSURANCE ANALYTICS MARKET, BY TYPE, 2016–2019 (USD MILLION)
                                   TABLE 321 SERVICES: INSURANCE ANALYTICS MARKET, BY TYPE, 2020–2026 (USD MILLION)
                       13.2.2.2 Insurance analytics market, by application
                                   TABLE 322 APPLICATIONS: INSURANCE ANALYTICS MARKET, BY TYPE, 2016–2019 (USD MILLION)
                                   TABLE 323 APPLICATIONS: INSURANCE ANALYTICS MARKET, BY TYPE, 2020–2026 (USD MILLION)
                       13.2.2.3 Insurance analytics market, by deployment mode
                                   TABLE 324 INSURANCE ANALYTICS MARKET, BY DEPLOYMENT MODE, 2016–2019 (USD MILLION)
                                   TABLE 325 INSURANCE ANALYTICS MARKET, BY DEPLOYMENT MODE, 2020–2026 (USD MILLION)
                       13.2.2.4 Insurance analytics market, by organization size
                                   TABLE 326 INSURANCE ANALYTICS MARKET, BY ORGANIZATION SIZE, 2016–2019 (USD MILLION)
                                   TABLE 327 INSURANCE ANALYTICS MARKET, BY ORGANIZATION SIZE, 2020–2026 (USD MILLION)
                       13.2.2.5 Insurance analytics market, by end user
                                   TABLE 328 INSURANCE ANALYTICS MARKET, BY END USER, 2016–2019 (USD MILLION)
                                   TABLE 329 INSURANCE ANALYTICS MARKET, BY END USER, 2020–2026 (USD MILLION)
                       13.2.2.6 Insurance analytics market, by region
                                   TABLE 330 INSURANCE ANALYTICS MARKET, BY REGION, 2016–2019 (USD MILLION)
                                   TABLE 331 INSURANCE ANALYTICS MARKET, BY REGION, 2020–2026 (USD MILLION)
     13.3 FRAUD DETECTION AND PREVENTION MARKET 
             13.3.1 MARKET DEFINITION
             13.3.2 MARKET OVERVIEW
                       13.3.2.1 Fraud detection and prevention market, by fraud type
                                   TABLE 332 FRAUD DETECTION AND PREVENTION MARKET, BY FRAUD TYPE, 2017–2022 (USD MILLION)
                                   TABLE 333 FRAUD DETECTION AND PREVENTION MARKET, BY FRAUD TYPE, 2023–2028 (USD MILLION)
                       13.3.2.2 Fraud detection and prevention market, by offering
                                   TABLE 334 FRAUD DETECTION AND PREVENTION MARKET, BY OFFERING, 2017–2022 (USD MILLION)
                                   TABLE 335 FRAUD DETECTION AND PREVENTION MARKET, BY OFFERING, 2023–2028 (USD MILLION)
                       13.3.2.3 Fraud detection and prevention market, by deployment mode
                                   TABLE 336 FRAUD DETECTION AND PREVENTION MARKET, BY DEPLOYMENT MODE, 2017–2022 (USD MILLION)
                                   TABLE 337 FRAUD DETECTION AND PREVENTION MARKET, BY DEPLOYMENT MODE, 2023–2028 (USD MILLION)
                       13.3.2.4 Fraud detection and prevention market, by organization size
                                   TABLE 338 FRAUD DETECTION AND PREVENTION MARKET, BY ORGANIZATION SIZE, 2017–2022 (USD MILLION)
                                   TABLE 339 FRAUD DETECTION AND PREVENTION MARKET, BY ORGANIZATION SIZE, 2023–2028 (USD MILLION)
                       13.3.2.5 Fraud detection and prevention market, by vertical
                                   TABLE 340 FRAUD DETECTION AND PREVENTION MARKET, BY VERTICAL, 2017–2022 (USD MILLION)
                                   TABLE 341 FRAUD DETECTION AND PREVENTION MARKET, BY VERTICAL, 2023–2028 (USD MILLION)
                       13.3.2.6 Fraud detection and prevention market, by region
                                   TABLE 342 FRAUD DETECTION AND PREVENTION MARKET, BY REGION, 2017–2022 (USD MILLION)
                                   TABLE 343 FRAUD DETECTION AND PREVENTION MARKET, BY REGION, 2023–2028 (USD MILLION)
14 APPENDIX (Page No. - 334)
     14.1 DISCUSSION GUIDE 
     14.2 KNOWLEDGESTORE: MARKETSANDMARKETS’ SUBSCRIPTION PORTAL 
     14.3 CUSTOMIZATION OPTIONS 
     14.4 RELATED REPORTS 
     14.5 AUTHOR DETAILS