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Risk Analytics Market by Offering (GRC Software, ERM Software, Third-party Risk Management Tools, Consulting Services, Risk Advisory Services), Risk Type (Operational Risks, Financial Risks, Technology Risks), and Verticals - Global Forecast to 2030

出版商 MarketsandMarkets產業別 ICT & Media出版日期 2025-04-25頁數 380報告編號 TC2572

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報告摘要

The risk analytics market is projected to grow from USD 32.25 billion in 2025 to USD 51.34 billion by 2030 at a CAGR of 9.7% during the forecast period. The growth of the risk analytics market is primarily driven by the increasing complexity of business environments, which necessitates advanced tools to predict, assess, and mitigate various types of risks. Factors such as the rise in cybersecurity threats, the growing volume of data, and regulatory compliance requirements push organizations to adopt risk analytics. Additionally, industries like finance and healthcare are adopting these solutions for better decision-making and risk management. However, high implementation costs, data integration challenges, and concerns about the accuracy of predictive models act as restraints, slowing market growth. “Incident response & crisis management services are expected to register the fastest growth rate during the forecast period.” Incident response & crisis management services are anticipated to see the fastest growth in the risk analytics market due to the increasing frequency and complexity of cyberattacks, data breaches, and operational disruptions. As organizations face heightened security threats and potential financial losses, the demand for rapid, effective response strategies has surged. These services help businesses quickly identify, contain, and recover from incidents while minimizing damage. Additionally, the rise of regulatory requirements for data protection and disaster recovery, along with the growing importance of business continuity planning, is fueling market growth. As businesses strive for resilience in an unpredictable environment, incident response & crisis management services are becoming critical components of their risk management strategies. “Financial risk, by type, will have the largest market share during the forecast period.” The financial risk type segment is expected to dominate the risk analytics market during the forecast period due to the increasing need for organizations to manage various financial risks effectively. Key areas include capital management, where companies focus on optimizing their capital structure; liquidity risk, addressing challenges in meeting financial obligations; and credit risk, which helps assess the likelihood of borrower defaults. Additionally, anti-money laundering (AML) and payment fraud detection solutions are crucial in combating financial crimes. As financial institutions face growing regulatory pressure and cyber threats, the demand for advanced risk analytics to mitigate these risks will drive significant market growth in this segment. “Asia Pacific will witness rapid growth fueled by innovation and emerging technologies, while North America will lead in market size.” The Asia Pacific region is projected to register the fastest growth rate in the risk analytics market, driven by rapid digital transformation, increasing internet penetration, and the expanding adoption of advanced technologies. Emerging economies are leveraging big data, artificial intelligence (AI), and machine learning (ML) to optimize risk assessment and management across sectors like finance, supply chain, healthcare, and cybersecurity. Government initiatives supporting digital finance and smart infrastructure are further enhancing the demand for innovative risk analytics solutions. Additionally, industries are adopting predictive analytics for operational efficiency, reducing vulnerabilities, and enabling real-time decision-making in dynamic environments. On the other hand, North America is expected to maintain the largest market share in risk analytics, fueled by established enterprises, high investments in digital transformation, and early adoption of cutting-edge technologies like AI, cloud computing, and blockchain. The region's robust regulatory framework, combined with a strong focus on data-driven risk management strategies across sectors such as finance, manufacturing, and energy, reinforces its leadership. North American organizations are increasingly relying on risk analytics tools to manage financial risks, streamline supply chains, enhance cybersecurity, and improve decision-making processes, ensuring that digital-first, proactive risk mitigation remains at the forefront. 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 – 35%, Tier II – 45%, and Tier III – 20%  By Designation: C Level – 35%, Director Level – 25%, and others – 40%  By Region: North America – 42%, Europe – 20%, Asia Pacific – 25%, Middle East & Africa – 8%, and Latin America – 5% The report includes the study of key players offering risk analytics solutions and services. It profiles major vendors in the risk analytics market, which include Accenture (Ireland), Aon (UK), Capgemini (France), Crisil (India), Deloitte (UK), Diligent (US), EY (UK), FIS (US), IBM (US), Infosys (India), KPMG (Netherlands), Lockton (US), Marsh McLennan (US),Willis Tower Watson Plc (UK), MetricStream (US), Milliman (US), Moody's Analytics (US), OneTrust (US), Oracle (US), Protiviti (US), PwC (England), SAP (Germany), SAS Institute (US), ServiceNow (US), Verisk Analytics (US), Archer (US), Riskonnect (US), SafetyCulture (Australia), Quantexa (UK), Resolver (Canada), Fusion Risk Management (US), Z2Data (US), Provenir (US), Kyvos Insights (US), Interos (US), ProcessUnity (US), LogicManager (US), Sprinto (US), Centrl (US), Quantifi (US), Onspring (US), Zesty.Ai (US), Spin Analytics (UK), CubeLogic Limited (UK), Etiometry (US), RiskVille (Finland), RiskLogix (UK), and Risk Edge Solutions (India). Research Coverage This research report covers the risk analytics market, which has been segmented based on offering, risk type, and vertical. The offering segment consists of software and services. The software segment contains software by type [risk calculation engines, risk reporting tools, dashboard analytics, governance, risk, and compliance software, enterprise risk management software, third-party risk management tools, and others (portfolio management and blockchain-based risk tools)] and software by deployment mode (cloud and on-premises). The services segment consists of professional services (consulting services, risk assessment & advisory services, incident response & crisis management, and training & support services) and managed services (managed risk analytics services, compliance & regulatory management services, cyber & IT risk management services, finance and accounting services, and legal services). The risk type segment includes strategic risks [market dependence, product & service diversification, business model, and others (expansion strategy and joint ventures)], operational risks [real-time monitoring, equipment & infrastructure failures, human errors, supply chain disruptions, and others (model risk and internal fraud)], financial risks [(capital management, liquidity risk, credit risk, anti-money laundering, payment fraud detection and others (currency exchange risks and insurance liabilities)], technology risks ]cybersecurity threats, IT infrastructure failures, AI & automation risks, and others (legacy system risks and vendor dependencies)], environment, health & safety risks [climate change & natural disasters, public health risks, workplace health & safety, and others (toxic hazard risk assessment and human activities)], regulatory & compliance risks [(tariffs and trade policies, tax compliance risks, industry-specific regulatory challenges and others(minimum wage laws, and lack of awareness/training), and other risk types (political & economic risk, reputational & ethics risk, and governance risk.)] The vertical segment consists of BFSI, retail & e-commerce, healthcare & life sciences, telecommunications, media & entertainment, technology & software providers, energy & utilities (power generation, renewable energies, oil & gas, and others), manufacturing, transportation & logistics, government & defense, mining, construction & real estate, and others (travel & hospitality, education, and agriculture). The regional analysis of the risk analytics market covers North America, Europe, Asia Pacific, the Middle East & Africa, and Latin America. The report also contains a detailed analysis of investment & funding scenarios, case studies, regulatory landscape, ecosystem analysis, supply chain analysis, pricing analysis, and technology analysis. Key Benefits of Buying the Report The report will offer market leaders and new entrants valuable insights into the revenue figures for the overall risk analytics market and its subsegments. It will assist stakeholders in comprehending the competitive landscape, enabling them to better position their businesses and develop effective go-to-market strategies. Additionally, the report will help stakeholders gauge market trends by providing information on key drivers, restraints, challenges, and opportunities within the market. Insights Provided in the Report • Analysis of key drivers (rising cyber threats, compliance requirements with stringent industry regulations, and optimized operations with predictive risk intelligence), restraints (high implementation costs, technical complexity, and data privacy concerns), opportunities (adoption of AI and blockchain technology, rising demand for industry-specific risk models, and surging adoption of proactively assessing and mitigating potential risks in supply chain operations), and challenges (model risk & bias and scarcity of highly skilled professionals in the field of risk management) • Product Development/Innovation: Detailed insights on upcoming technologies, research & development activities, and new product & service launches in the risk analytics market • Market Development: Comprehensive information about lucrative markets – the report analyzes the risk analytics market across varied regions • Market Diversification: Exhaustive information about new products & services, untapped geographies, recent developments, and investments in the risk analytics market • Competitive Assessment: In-depth assessment of market share, growth strategies and service offerings of leading players like Accenture (Ireland), Aon (UK), Capgemini (France), Crisil (India), Deloitte (UK), Diligent (US), EY (UK), FIS (US), IBM (US), Infosys (India), KPMG (Netherlands), Lockton (US), Marsh McLennan (US),Willis Tower Watson Plc (UK), MetricStream (US), Milliman (US), Moody's Analytics (US), OneTrust (US), Oracle (US), Protiviti (US), PwC (England), SAP (Germany), SAS Institute (US), ServiceNow (US), Verisk Analytics (US), Archer (US), Riskonnect (US), SafetyCulture (Australia), Quantexa (UK), Resolver (Canada), Fusion Risk Management (US), Z2Data (US), Provenir (US), Kyvos Insights (US), Interos (US), ProcessUnity (US), LogicManager (US), Sprinto (US), Centrl (US), Quantifi (US), Onspring (US), Zesty.Ai (US), Spin Analytics (UK), CubeLogic Limited (UK), Etiometry (US), RiskVille (Finland), RiskLogix (UK), and Risk Edge solutions (India), among others, in the risk analytics market.
目錄 Table of Contents
1 INTRODUCTION 36 1.1 OBJECTIVES OF THE STUDY 36 1.2 MARKET DEFINITION 36 1.3 MARKET SCOPE 37 1.3.1 MARKET SEGMENTATION 37 1.3.2 INCLUSIONS AND EXCLUSIONS 38 1.3.3 YEARS CONSIDERED 39 1.4 CURRENCY CONSIDERED 39 1.5 STAKEHOLDERS 40 1.6 SUMMARY OF CHANGES 40 2 RESEARCH METHODOLOGY 42 2.1 RESEARCH DATA 42 2.1.1 SECONDARY DATA 43 2.1.2 PRIMARY DATA 43 2.1.2.1 Breakup of primary profiles 44 2.1.2.2 Key industry insights 44 2.2 MARKET BREAKUP AND DATA TRIANGULATION 45 2.3 MARKET SIZE ESTIMATION 46 2.3.1 TOP-DOWN APPROACH 46 2.3.2 BOTTOM-UP APPROACH 46 2.4 MARKET FORECAST 50 2.5 RESEARCH ASSUMPTIONS 51 2.6 STUDY LIMITATIONS 52 3 EXECUTIVE SUMMARY 53 4 PREMIUM INSIGHTS 59 4.1 ATTRACTIVE OPPORTUNITIES IN RISK ANALYTICS MARKET 59 4.2 RISK ANALYTICS MARKET: TOP THREE RISK TYPES 60 4.3 NORTH AMERICA: RISK ANALYTICS MARKET, BY SOFTWARE TYPE AND RISK TYPE 60 4.4 RISK ANALYTICS MARKET: BY REGION 61   5 MARKET OVERVIEW AND INDUSTRY TRENDS 62 5.1 INTRODUCTION 62 5.2 MARKET DYNAMICS 62 5.2.1 DRIVERS 63 5.2.1.1 Rising cyber threats 63 5.2.1.2 Requirement for compliance with stringent industry regulations 63 5.2.1.3 Optimized operational efficiency with risk intelligence 63 5.2.2 RESTRAINTS 64 5.2.2.1 High implementation costs and technical complexity 64 5.2.2.2 Data privacy concerns 65 5.2.3 OPPORTUNITIES 65 5.2.3.1 Adoption of AI and blockchain technology 65 5.2.3.2 Rising demand for industry-specific risk models 65 5.2.3.3 Proactive assessment and mitigation of potential risks in supply chain operations 66 5.2.4 CHALLENGES 66 5.2.4.1 Model risk and bias 66 5.2.4.2 Scarcity of skilled professionals 66 5.3 IMPACT OF 2025 US TARIFF – RISK ANALYTICS MARKET 67 5.3.1 INTRODUCTION 67 5.3.2 KEY TARIFF RATES 67 5.3.3 PRICE IMPACT ANALYSIS 68 5.3.3.1 Strategic Shifts and Emerging Trends 68 5.3.4 IMPACT ON COUNTRY/REGION 69 5.3.4.1 US 69 5.3.4.2 Strategic shifts and key observations 69 5.3.4.3 Europe 70 5.3.4.4 Strategic shifts and key observations 70 5.3.4.5 China 70 5.3.4.6 Strategic shifts and key observations 71 5.3.5 IMPACT ON END-USE INDUSTRIES 71 5.3.5.1 BFSI 71 5.3.5.2 Energy & utilities 72 5.3.5.3 Retail and supply chain 72 5.3.5.4 Healthcare 72 5.3.5.5 Manufacturing 72 5.4 EVOLUTION OF RISK ANALYTICS MARKET 73 5.5 SUPPLY CHAIN ANALYSIS 75   5.6 ECOSYSTEM ANALYSIS 77 5.6.1 RISK CALCULATION ENGINES 79 5.6.2 RISK REPORTING TOOLS 79 5.6.3 DASHBOARD ANALYTICS 79 5.6.4 GOVERNANCE, RISK, AND COMPLIANCE SOFTWARE 80 5.6.5 ENTERPRISE RISK MANAGEMENT SOFTWARE 80 5.6.6 THIRD-PARTY RISK MANAGEMENT TOOLS 80 5.6.7 PROFESSIONAL SERVICE PROVIDERS 80 5.6.8 MANAGED SERVICE PROVIDERS 80 5.7 INVESTMENT LANDSCAPE AND FUNDING SCENARIO 80 5.8 IMPACT OF GENERATIVE AI ON RISK ANALYTICS MARKET 81 5.8.1 INTELLIGENT RISK SCENARIO GENERATION 82 5.8.2 SYNTHETIC DATA FOR RARE EVENTS 82 5.8.3 REAL-TIME THREAT DETECTION 83 5.8.4 PERSONALIZED RISK SCORING 83 5.8.5 AUTOMATED RISK REPORTING & DOCUMENTATION 83 5.8.6 ADAPTIVE RISK MODELS 83 5.9 CASE STUDY ANALYSIS 83 5.9.1 ICON STANDARDIZES THIRD-PARTY RISK MANAGEMENT WITH PROCESSUNITY'S TPRM PLATFORM 83 5.9.2 MASTERCARD BUILDS SAFER PAYMENTS ECOSYSTEM WITH FOURTH-PARTY RISK MONITORING PROGRAM 84 5.9.3 PIRAEUS BANK USES QUANTIFI XVA SOLUTION TO MEET REGULATORY REQUIREMENTS 84 5.9.4 POWER MAPPING ELEMENT OF VERISK MAPLECROFT’S RISK ANALYSIS SERVICE USED TO INFORM BUSINESS DECISIONS 84 5.9.5 HEALTHCARE ORGANIZATION REDUCES SOCIAL MEDIA RISK WITH RESOLVER’S INCIDENT MANAGEMENT SOLUTION 85 5.9.6 FIDELITY BOOSTS OPERATIONAL RESILIENCE WITH FUSION RISK MANAGEMENT PLATFORM 85 5.10 TECHNOLOGY ANALYSIS 86 5.10.1 KEY TECHNOLOGIES 86 5.10.1.1 Artificial intelligence 86 5.10.1.2 Big data 86 5.10.1.3 Cybersecurity 86 5.10.2 COMPLEMENTARY TECHNOLOGIES 86 5.10.2.1 Cloud computing 86 5.10.2.2 Internet of Things 87 5.10.3 ADJACENT TECHNOLOGIES 87 5.10.3.1 AR/VR 87 5.10.3.2 RPA 87   5.11 REGULATORY LANDSCAPE 87 5.11.1 REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 88 5.11.2 REGULATORY FRAMEWORK 92 5.11.2.1 North America 92 5.11.2.1.1 Gramm-Leach-Bliley Act (GLBA) (US 92 5.11.2.1.2 Health Insurance Portability and Accountability Act (HIPAA) (US) 93 5.11.2.1.3 Personal Information Protection and Electronic Documents Act (PIPEDA) (Canada) 93 5.11.2.1.4 Digital Charter Implementation Act (DCIA)/Consumer Privacy Protection Act (CPPA) (Canada) 93 5.11.2.2 Europe 93 5.11.2.2.1 General Data Protection Regulation (GDPR) (European Union) 93 5.11.2.2.2 Bundesdatenschutzgesetz (BDSG) (Germany) 94 5.11.2.2.3 French Data Protection Act (Loi Informatique et Libertés) (France) 94 5.11.2.2.4 Codice in materia di protezione dei dati personali (Italy) 94 5.11.2.3 Asia Pacific 95 5.11.2.3.1 Act on the Protection of Personal Information (APPI) (Japan) 95 5.11.2.3.2 Privacy Act 1988 & Australian Privacy Principles (APPs) (Australia) 95 5.11.2.3.3 Personal Data Protection Act (PDPA) (Singapore) 95 5.11.2.3.4 Digital Personal Data Protection Act (DPDPA), 2023 (India) 95 5.11.2.4 Middle East & Africa 96 5.11.2.4.1 Federal Decree-Law No. 45 of 2021 on the Protection of Personal Data (PDPL) (UAE) 96 5.11.2.4.2 Protection of Personal Information Act (POPIA) (South Africa) 96 5.11.2.4.3 Personal Data Protection Law (PDPL, 2021) (Saudi Arabia) 96 5.11.2.5 Latin America 96 5.11.2.5.1 Brazil – Lei Geral de Proteção de Dados (LGPD) (Brazil) 96 5.11.2.5.2 Federal Law on the Protection of Personal Data Held by Private Parties (LFPDPPP) (Mexico) 97 5.11.2.5.3 Personal Data Protection Law (Law No. 25.326) (Argentina) 97 5.12 PATENT ANALYSIS 97 5.12.1 METHODOLOGY 97 5.12.2 PATENTS FILED, BY DOCUMENT TYPE 97 5.12.3 INNOVATION AND PATENT APPLICATIONS 98 5.13 PRICING ANALYSIS 101 5.13.1 AVERAGE SELLING PRICE OF KEY PLAYERS, BY OFFERING, 2025 102 5.13.2 AVERAGE SELLING PRICE, BY RISK TYPE, 2025 103 5.14 KEY CONFERENCES AND EVENTS (2025–2026) 104   5.15 PORTER’S FIVE FORCES ANALYSIS 105 5.15.1 THREAT OF NEW ENTRANTS 106 5.15.2 THREAT OF SUBSTITUTES 106 5.15.3 BARGAINING POWER OF SUPPLIERS 106 5.15.4 BARGAINING POWER OF BUYERS 106 5.15.5 INTENSITY OF COMPETITIVE RIVALRY 106 5.16 TRENDS/DISRUPTIONS IMPACTING CUSTOMER BUSINESS 107 5.16.1 TRENDS/DISRUPTIONS IMPACTING CUSTOMER BUSINESS 107 5.17 KEY STAKEHOLDERS & BUYING CRITERIA 108 5.17.1 KEY STAKEHOLDERS IN BUYING PROCESS 108 5.17.2 BUYING CRITERIA 109 5.18 RISK ANALYTICS TECHNIQUES/TOOLS 109 5.18.1 FAILURE MODE AND EFFECTS ANALYSIS (FMEA) 109 5.18.2 RISK MATRIX 110 5.18.3 BOWTIE MODEL 110 5.18.4 DECISION TREE 110 5.19 RISK ANALYTICS MARKET, BY RISK STAGE 110 5.19.1 RISK IDENTIFICATION 110 5.19.2 RISK ASSESSMENT 110 5.19.3 RISK MITIGATION 111 5.19.4 RISK MONITORING 111 5.19.5 RISK REPORTING 111 6 RISK ANALYTICS MARKET, BY OFFERING 112 6.1 INTRODUCTION 113 6.1.1 OFFERING: RISK ANALYTICS MARKET DRIVERS 113 6.2 SOFTWARE 115 6.2.1 BY TYPE 115 6.2.1.1 Risk calculation engine 117 6.2.1.1.1 Growing reliance on data-driven insights to optimize risk mitigation efforts 117 6.2.1.2 Risk reporting tools 118 6.2.1.2.1 Offer organized, structured view of risks to quickly identify emerging issues and take corrective action 118 6.2.1.3 Dashboard analytics 119 6.2.1.3.1 Real-time monitoring of risk indicators for immediate visibility into changes in risk conditions 119 6.2.1.4 Governance, risk, and compliance software 120 6.2.1.4.1 Automated workflows and real-time tracking enhance efficiency 120 6.2.1.5 Enterprise risk management software 121 6.2.1.5.1 Improve organizational resilience in increasingly complex environments 121   6.2.1.6 Third-party risk management tools 122 6.2.1.6.1 Enhance compliance management with detailed reports and documentation 122 6.2.1.7 Others 123 6.2.2 BY DEPLOYMENT MODE 124 6.2.2.1 Cloud 125 6.2.2.1.1 Supports collaboration across geographies to standardize risk frameworks and reporting 125 6.2.2.2 On-premises 126 6.2.2.2.1 Robust and secure risk analytics with on-premises deployment 126 6.3 SERVICES 127 6.3.1 PROFESSIONAL SERVICES 128 6.3.1.1 Consulting services 130 6.3.1.1.1 Enable businesses to transform risk into strategic advantage and improve compliance 130 6.3.1.2 Risk assessment & advisory services 131 6.3.1.2.1 Ensure strategies remain proactive and aligned with evolving threats 131 6.3.1.3 Incident response & crisis management 132 6.3.1.3.1 Form an integrated approach to addressing and mitigating risks 132 6.3.1.4 Training & support services 133 6.3.1.4.1 Enhance overall value of risk analytics solutions for resilient risk management framework 133 6.3.2 MANAGED SERVICES 134 6.3.2.1 Managed risk analytics services 135 6.3.2.1.1 Enhance resilience and ensure strategic alignment with governance frameworks 135 6.3.2.2 Compliance & regulatory management services 136 6.3.2.2.1 Ability to demonstrate accountability and transparency to drive market 136 6.3.2.3 Cyber & IT risk management services 137 6.3.2.3.1 Use of external experts for cyber resilience, protection of critical data, and business continuity 137 6.3.2.4 Finance & accounting services 138 6.3.2.4.1 Enhanced financial resilience through expert finance risk management service 138 6.3.2.5 Legal services 139 6.3.2.5.1 Mitigation of legal risks with managed legal services 139   7 RISK ANALYTICS MARKET, BY RISK TYPE 141 7.1 INTRODUCTION 142 7.1.1 RISK TYPE: RISK ANALYTICS MARKET DRIVERS 142 7.2 STRATEGIC RISKS 144 7.2.1 MARKET DEPENDENCE 145 7.2.1.1 Risk analytics mitigate market dependence and enhance diversification strategies 145 7.2.2 PRODUCT & SERVICE DIVERSIFICATION 145 7.2.2.1 Optimized product & service diversification through opportunity identification 145 7.2.3 BUSINESS MODEL 146 7.2.3.1 Evaluation and adaptation to resilience and innovation – key features 146 7.2.4 OTHERS 146 7.3 OPERATIONAL RISKS 147 7.3.1 REAL-TIME MONITORING 148 7.3.1.1 Enhanced operational resilience with real-time monitoring and risk analytics 148 7.3.2 EQUIPMENT & INFRASTRUCTURE FAILURES 148 7.3.2.1 Mitigation of operational risks through predictive risk analytics 148 7.3.3 HUMAN ERRORS 148 7.3.3.1 Reduction in human error in operations through predictive risk analytics and targeted intervention 148 7.3.4 SUPPLY CHAIN DISRUPTIONS 149 7.3.4.1 Mitigating supply chain disruption risks with predictive risk analytics and contingency planning 149 7.3.5 OTHERS 149 7.4 FINANCIAL RISKS 150 7.4.1 CAPITAL MANAGEMENT 151 7.4.1.1 Optimized capital management and mitigating financial risks through advanced risk analytics 151 7.4.2 LIQUIDITY RISK 151 7.4.2.1 Proactive management of liquidity risk with forecasting and stress testing through risk analytics 151 7.4.3 CREDIT RISK 151 7.4.3.1 Mitigation of credit risk with data-driven credit assessment and stress testing 151 7.4.4 ANTI-MONEY LAUNDERING 152 7.4.4.1 Detection of illicit transactions through advanced risk analytics 152 7.4.5 PAYMENT FRAUD DETECTION 152 7.4.5.1 Combating payment fraud with real-time detection and advanced risk analytics 152 7.4.6 OTHERS 153   7.5 TECHNOLOGY RISKS 153 7.5.1 CYBERSECURITY THREATS 154 7.5.1.1 Enhanced cybersecurity resilience with advanced threat detection and risk analytics 154 7.5.2 IT INFRASTRUCTURE FAILURES 154 7.5.2.1 Mitigating IT infrastructure failures with predictive analytics and proactive risk management 154 7.5.3 AI & AUTOMATION RISKS 155 7.5.3.1 Managing AI and automation risks with predictive analytics, bias detection, and ethical oversight 155 7.5.4 OTHERS 155 7.6 ENVIRONMENT, HEALTH & SAFETY RISKS 155 7.6.1 CLIMATE CHANGE & NATURAL DISASTERS 156 7.6.1.1 Assessment and mitigation of climate change and natural disaster risks 156 7.6.2 PUBLIC HEALTH RISKS 157 7.6.2.1 Using risk analytics to monitor, predict, and mitigate public health risks and crises 157 7.6.3 WORKPLACE HEALTH & SAFETY 157 7.6.3.1 Enhanced workplace health and safety with predictive analytics and proactive risk mitigation 157 7.6.4 OTHERS 157 7.7 REGULATORY & COMPLIANCE RISKS 158 7.7.1 TARIFFS AND TRADE POLICIES 159 7.7.1.1 Navigating global trade risks with risk analytics for tariffs, trade policies, and compliance 159 7.7.2 TAX COMPLIANCE RISKS 159 7.7.2.1 Mitigating global tax compliance risks with data-driven analytics and automation 159 7.7.3 INDUSTRY-SPECIFIC REGULATORY CHALLENGES 160 7.7.3.1 Navigating industry-specific regulatory compliance risks with advanced risk analytics 160 7.7.4 OTHERS 160 7.8 OTHER RISK TYPES 161 8 RISK ANALYTICS MARKET, BY VERTICAL 162 8.1 INTRODUCTION 163 8.1.1 VERTICAL: RISK ANALYTICS MARKET DRIVERS 163 8.2 BFSI 165 8.2.1 ENHANCED RISK MANAGEMENT IN BFSI WITH ADVANCED RISK AND COMPLIANCE SOLUTIONS 165 8.3 RETAIL & E-COMMERCE 166 8.3.1 LEVERAGED FOR FRAUD PREVENTION AND OPERATIONAL EFFICIENCY IN RETAIL AND E-COMMERCE 166   8.4 HEALTHCARE & LIFE SCIENCES 167 8.4.1 LEVERAGE RISK ANALYTICS TO ENHANCE HEALTHCARE OUTCOMES AND SAFEGUARD AGAINST CYBERSECURITY THREATS 167 8.5 TELECOMMUNICATIONS 168 8.5.1 ENHANCED RISK MANAGEMENT THROUGH ADVANCED ANALYTICS AND REGULATORY COMPLIANCE 168 8.6 MEDIA & ENTERTAINMENT 169 8.6.1 IMPROVED DIGITAL PROTECTION THROUGH RISK ANALYTICS 169 8.7 TECHNOLOGY & SOFTWARE PROVIDERS 170 8.7.1 ENHANCED RISK ANALYTICS AND CYBERSECURITY TO MITIGATE EMERGING THREATS 170 8.8 ENERGY & UTILITIES 171 8.8.1 POWER GENERATION 172 8.8.1.1 Enhanced resilience through advanced risk analytics 172 8.8.2 RENEWABLE ENERGIES 173 8.8.2.1 Mitigate volatility and uncertainty with predictive risk intelligence 173 8.8.3 OIL & GAS 173 8.8.3.1 De-risking operations through integrated asset and environmental intelligence 173 8.8.4 OTHERS 174 8.9 MANUFACTURING 174 8.9.1 ENHANCED RESILIENCE THROUGH PREDICTIVE RISK ANALYTICS AND AI-DRIVEN INSIGHTS 174 8.10 TRANSPORTATION & LOGISTICS 175 8.10.1 ENHANCED SUPPLY CHAIN RESILIENCE THROUGH COMPREHENSIVE RISK ANALYTICS 175 8.11 GOVERNMENT & DEFENSE 176 8.11.1 ADOPTED TO STRENGTHEN GOVERNMENT & DEFENSE SECTOR RESILIENCE 176 8.12 MINING 178 8.12.1 ENHANCED RISK MANAGEMENT THROUGH ADVANCED RISK ANALYTICS 178 8.13 CONSTRUCTION & REAL ESTATE 179 8.13.1 LEVERAGES RISK ANALYTICS TO ENHANCE SAFETY AND SUSTAINABILITY 179 8.14 OTHERS 180 9 RISK ANALYTICS MARKET, BY REGION 181 9.1 INTRODUCTION 182 9.2 NORTH AMERICA 184 9.2.1 NORTH AMERICA: RISK ANALYTICS MARKET DRIVERS 184 9.2.2 NORTH AMERICA: MACROECONOMIC OUTLOOK 184 9.2.3 US 191 9.2.3.1 Swift IT evolution with industrial advancements to propel market 191 9.2.4 CANADA 192 9.2.4.1 Increased transition toward cloud-based deployment models to accelerate market growth 192 9.3 EUROPE 193 9.3.1 EUROPE: RISK ANALYTICS MARKET DRIVERS 193 9.3.2 EUROPE: MACROECONOMIC OUTLOOK 193 9.3.3 UK 199 9.3.3.1 Proactive risk management strategies to navigate uncertainties and safeguard operations to boost market 199 9.3.4 GERMANY 200 9.3.4.1 Rise in tech advancements and growing demand for data-driven solutions to spur growth 200 9.3.5 FRANCE 201 9.3.5.1 Strategic collaborations among technology entities, research bodies, and startups to foster market growth 201 9.3.6 ITALY 202 9.3.6.1 Increasing regulatory complexity, demand for skilled professionals, and rising risk management needs to drive market 202 9.3.7 SPAIN 203 9.3.7.1 Government initiatives aimed at promoting digital transformation and innovation to accelerate adoption 203 9.3.8 REST OF EUROPE 204 9.4 ASIA PACIFIC 204 9.4.1 ASIA PACIFIC: RISK ANALYTICS MARKET DRIVERS 205 9.4.2 ASIA PACIFIC: MACROECONOMIC OUTLOOK 205 9.4.3 CHINA 212 9.4.3.1 Integration of risk analytics solutions into operational frameworks to drive market 212 9.4.4 INDIA 213 9.4.4.1 Rising need for real-time analytics and industry-specific risk management requirements to boost market growth 213 9.4.5 JAPAN 214 9.4.5.1 Adoption of risk appetite frameworks and stress testing in banks to drive market 214 9.4.6 SOUTH KOREA 215 9.4.6.1 Rising adoption of geospatial analytics across diverse industries to boost market 215 9.4.7 ASEAN 216 9.4.7.1 Need to manage financial and operational risks, among others, to drive demand for risk analytics tools 216 9.4.8 AUSTRALIA & NEW ZEALAND 217 9.4.8.1 Rising uptake of cloud-based solutions and heightened awareness of cybersecurity threats to propel market 217 9.4.9 REST OF ASIA PACIFIC 218   9.5 MIDDLE EAST & AFRICA 218 9.5.1 MIDDLE EAST & AFRICA: RISK ANALYTICS MARKET DRIVERS 219 9.5.2 MIDDLE EAST & AFRICA: MACROECONOMIC OUTLOOK 219 9.5.3 UAE 225 9.5.3.1 Increasing competitiveness among regulating firms and latest technological developments to spike market growth 225 9.5.4 SAUDI ARABIA 226 9.5.4.1 Increasing adoption of IoT solutions and evolving cyber threat landscape to drive economic growth 226 9.5.5 QATAR 227 9.5.5.1 Growing emphasis on risk management across industries to drive market 227 9.5.6 ISRAEL 228 9.5.6.1 Increasing need for risk management in banking and financial services sector to accelerate market growth 228 9.5.7 SOUTH AFRICA 228 9.5.7.1 Government initiatives and substantial foreign investments to drive innovation 228 9.5.8 REST OF MIDDLE EAST & AFRICA 229 9.6 LATIN AMERICA 230 9.6.1 LATIN AMERICA: RISK ANALYTICS MARKET DRIVERS 230 9.6.2 LATIN AMERICA: MACROECONOMIC OUTLOOK 231 9.6.3 BRAZIL 237 9.6.3.1 Significant growth and innovation due to increasing implementation of AI and ML technologies 237 9.6.4 MEXICO 237 9.6.4.1 Client needs, stricter regulations, and technological innovations to boost demand for risk analytics 237 9.6.5 ARGENTINA 238 9.6.5.1 Government initiatives to foster market growth 238 9.6.6 REST OF LATIN AMERICA 239 10 COMPETITIVE LANDSCAPE 241 10.1 OVERVIEW 241 10.2 KEY PLAYER STRATEGIES/RIGHT TO WIN, 2022–2025 241 10.3 REVENUE ANALYSIS, 2020–2024 244 10.4 MARKET SHARE ANALYSIS, 2024 245 10.5 MARKET RANKING ANALYSIS 246 10.6 PRODUCT COMPARATIVE ANALYSIS 247 10.6.1 PRODUCT COMPARISON OF PROMINENT/LEADING VENDORS 247 10.6.1.1 Archer IRM (Archer) 248 10.6.1.2 MetricStream Enterprise Risk Management (MetricStream) 248 10.6.1.3 LogicManager Risk Management Software (LogicManager) 248 10.6.1.4 Diligent One Platform (Diligent) 248 10.6.1.5 Governance, Risk, and Compliance (GRC) Suite (ServiceNow) 248 10.7 COMPANY VALUATION AND FINANCIAL METRICS 248 10.8 COMPANY EVALUATION MATRIX: KEY PLAYERS, RISK ANALYTICS SOFTWARE, 2024 249 10.8.1 STARS 249 10.8.2 EMERGING LEADERS 249 10.8.3 PERVASIVE PLAYERS 250 10.8.4 PARTICIPANTS 250 10.8.5 COMPANY FOOTPRINT: KEY PLAYERS, RISK ANALYTICS SOFTWARE, 2024 251 10.8.5.1 Company footprint 251 10.8.5.2 Regional footprint 251 10.8.5.3 Software footprint 252 10.8.5.4 Risk Type footprint 253 10.8.5.5 Vertical footprint 254 10.9 COMPANY EVALUATION MATRIX: KEY PLAYERS, RISK ANALYTICS SERVICES, 2024 254 10.9.1 STARS 255 10.9.2 EMERGING LEADERS 255 10.9.3 PERVASIVE PLAYERS 255 10.9.4 PARTICIPANTS 255 10.9.5 COMPANY FOOTPRINT: KEY PLAYERS, RISK ANALYTICS SERVICES, 2024 257 10.9.5.1 Company footprint 257 10.9.5.2 Regional footprint 257 10.9.5.3 Service footprint 258 10.9.5.4 Risk type footprint 259 10.9.5.5 Vertical footprint 260 10.10 COMPANY EVALUATION MATRIX: STARTUPS/SMES, 2024 261 10.10.1 PROGRESSIVE COMPANIES 261 10.10.2 RESPONSIVE COMPANIES 261 10.10.3 DYNAMIC COMPANIES 261 10.10.4 STARTING BLOCKS 261 10.10.5 COMPETITIVE BENCHMARKING: STARTUPS/SMES, 2024 263 10.10.5.1 Detailed list of key startups/SMEs 263 10.10.5.2 Competitive benchmarking of key startups/SMEs 264 10.11 COMPETITIVE SCENARIO AND TRENDS 265 10.11.1 PRODUCT LAUNCHES & ENHANCEMENTS 265 10.11.2 DEALS 268   11 COMPANY PROFILES 277 11.1 INTRODUCTION 277 11.2 KEY PLAYERS 277 11.2.1 DELOITTE 277 11.2.1.1 Business overview 277 11.2.1.2 Products/Solutions/Services offered 278 11.2.1.3 Recent developments 279 11.2.1.3.1 Deals 279 11.2.1.4 MnM view 280 11.2.1.4.1 Key strengths 280 11.2.1.4.2 Strategic choices 280 11.2.1.4.3 Weaknesses and competitive threats 280 11.2.2 MOODY’S ANALYTICS 281 11.2.2.1 Business overview 281 11.2.2.2 Products/Solutions/Services offered 282 11.2.2.3 Recent developments 284 11.2.2.3.1 Product launches & enhancements 284 11.2.2.3.2 Deals 285 11.2.2.4 MnM view 286 11.2.2.4.1 Key strengths 286 11.2.2.4.2 Strategic choices 286 11.2.2.4.3 Weaknesses and competitive threats 286 11.2.3 IBM 287 11.2.3.1 Business overview 287 11.2.3.2 Products/Solutions/Services offered 288 11.2.3.3 Recent developments 290 11.2.3.3.1 Product launches & enhancements 290 11.2.3.3.2 Deals 290 11.2.3.4 MnM view 291 11.2.3.4.1 Key strengths 291 11.2.3.4.2 Strategic choices 291 11.2.3.4.3 Weaknesses and competitive threats 291 11.2.4 KPMG 292 11.2.4.1 Business overview 292 11.2.4.2 Products/Solutions/Services offered 292 11.2.4.3 Recent developments 293 11.2.4.3.1 Deals 293 11.2.4.4 MnM view 294 11.2.4.4.1 Key strengths 294 11.2.4.4.2 Strategic choices 294 11.2.4.4.3 Weaknesses and competitive threats 294   11.2.5 ORACLE 295 11.2.5.1 Business overview 295 11.2.5.2 Products/Solutions/Services offered 296 11.2.5.3 Recent developments 297 11.2.5.3.1 Product launches & enhancements 297 11.2.5.3.2 Deals 297 11.2.5.4 MnM view 298 11.2.5.4.1 Key strengths 298 11.2.5.4.2 Strategic choices 298 11.2.5.4.3 Weaknesses and competitive threats 298 11.2.6 MARSH MCLENNAN 299 11.2.6.1 Business overview 299 11.2.6.2 Products/Solutions/Services offered 300 11.2.6.3 Recent developments 303 11.2.6.3.1 Deals 303 11.2.6.4 MnM view 304 11.2.6.4.1 Key strengths 304 11.2.6.4.2 Strategic choices 304 11.2.6.4.3 Weaknesses and competitive threats 304 11.2.7 SAP 305 11.2.7.1 Business overview 305 11.2.7.2 Products/Solutions/Services offered 306 11.2.7.3 Recent developments 307 11.2.7.3.1 Product launches & enhancements 307 11.2.7.3.2 Deals 307 11.2.8 FIS 309 11.2.8.1 Business overview 309 11.2.8.2 Products/Solutions/Services offered 310 11.2.8.3 Recent developments 312 11.2.8.3.1 Product launches & enhancements 312 11.2.9 PWC 313 11.2.9.1 Business overview 313 11.2.9.2 Products/Solutions/Services offered 313 11.2.9.3 Recent developments 314 11.2.9.3.1 Deals 314 11.2.10 EY 315 11.2.10.1 Business overview 315 11.2.10.2 Products/Solutions/Services offered 315 11.2.10.3 Recent developments 316 11.2.10.3.1 Deals 316   11.2.11 AON 318 11.2.11.1 Business overview 318 11.2.11.2 Products/Solutions/Services offered 319 11.2.11.3 Recent developments 320 11.2.11.3.1 Product launches & enhancements 320 11.2.11.3.2 Deals 321 11.2.12 WILLIS TOWERS WATSON PLC 323 11.2.13 LOCKTON 324 11.2.14 ACCENTURE 325 11.2.15 VERISK ANALYTICS 326 11.2.16 SAS INSTITUTE 327 11.2.17 SERVICENOW 328 11.2.18 MILLIMAN 329 11.2.19 CRISIL 330 11.2.20 DILIGENT 331 11.2.21 ONETRUST 332 11.2.22 METRICSTREAM 333 11.2.23 INFOSYS 334 11.2.24 CAPGEMINI 334 11.2.25 PROTIVITI 335 11.3 OTHER KEY PLAYERS 336 11.3.1 RISKONNECT 336 11.3.2 ARCHER 337 11.3.3 Z2DATA 338 11.3.4 FUSION RISK MANAGEMENT 339 11.3.5 SAFETYCULTURE 340 11.3.6 INTEROS 341 11.3.7 RESOLVER 342 11.3.8 PROCESSUNITY 343 11.3.9 CUBELOGIC LIMITED 344 11.3.10 QUANTEXA 345 11.3.11 PROVENIR 346 11.3.12 ONSPRING 347 11.3.13 RISK EDGE SOLUTIONS 348 11.3.14 LOGICMANAGER 349 11.3.15 SPRINTO 350 11.3.16 QUANTIFI 350 11.3.17 ZESTY.AI 351 11.3.18 RISKLOGIX 352 11.3.19 KYVOS INSIGHTS 353 11.3.20 SPIN ANALYTICS 353 11.3.21 CENTRL 354 11.3.22 ETIOMETRY 355 11.3.23 RISKVILLE 355 12 ADJACENT AND RELATED MARKETS 356 12.1 INTRODUCTION 356 12.2 AI MODEL RISK MANAGEMENT MARKET – GLOBAL FORECAST TO 2029 356 12.2.1 MARKET DEFINITION 356 12.2.2 MARKET OVERVIEW 356 12.2.2.1 AI model risk management market, by offering 357 12.2.2.2 AI model risk management market, by risk type 358 12.2.2.3 AI model risk management market, by application 359 12.2.2.4 AI model risk management market, by vertical 360 12.2.2.5 AI model risk management market, by region 361 12.3 FRAUD DETECTION AND PREVENTION MARKET – GLOBAL FORECAST TO 2029 361 12.3.1 MARKET DEFINITION 361 12.3.2 MARKET OVERVIEW 362 12.3.2.1 Fraud detection and prevention market, by fraud type 364 12.3.2.2 Fraud detection and prevention market, by offering 365 12.3.2.3 Fraud detection and prevention market, by deployment mode 366 12.3.2.4 Fraud detection and prevention market, by organization size 366 12.3.2.5 Fraud detection and prevention market, by vertical 367 12.3.2.6 Fraud detection and prevention market, by vertical 368 13 APPENDIX 370 13.1 DISCUSSION GUIDE 370 13.2 KNOWLEDGESTORE: MARKETSANDMARKETS' SUBSCRIPTION PORTAL 376 13.3 CUSTOMIZATION OPTIONS 378 13.4 RELATED REPORTS 378 13.5 AUTHOR DETAILS 379
圖表清單 List of Tables & Figures
_ TABLE 1 USD EXCHANGE RATE, 2020–2024 39 TABLE 2 PRIMARY INTERVIEWS 43 TABLE 3 FACTOR ANALYSIS 50 TABLE 4 GLOBAL RISK ANALYTICS MARKET SIZE AND GROWTH RATE, 2020–2024 (USD MILLION, Y-O-Y %) 55 TABLE 5 GLOBAL RISK ANALYTICS MARKET SIZE AND GROWTH RATE, 2025–2030 (USD MILLION, Y-O-Y %) 55 TABLE 6 US ADJUSTED RECIPROCAL TARIFF RATES 67 TABLE 7 RISK ANALYTICS MARKET: ECOSYSTEM 77 TABLE 8 NORTH AMERICA: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 88 TABLE 9 EUROPE: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 89 TABLE 10 ASIA PACIFIC: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 90 TABLE 11 MIDDLE EAST & AFRICA: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 91 TABLE 12 LATIN AMERICA: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 92 TABLE 13 PATENTS FILED, 2016–2025 97 TABLE 14 RISK ANALYTICS MARKET: KEY PATENTS, 2024–2025 99 TABLE 15 AVERAGE SELLING PRICE OF KEY PLAYERS, BY OFFERING, 2025 102 TABLE 16 AVERAGE SELLING PRICE, BY RISK TYPE, 2025 103 TABLE 17 RISK ANALYTICS MARKET: CONFERENCES & EVENTS, 2025–2026 104 TABLE 18 PORTERS’ FIVE FORCES’ IMPACT ON RISK ANALYTICS MARKET 105 TABLE 19 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS FOR KEY VERTICALS 108 TABLE 20 KEY BUYING CRITERIA FOR TOP THREE VERTICALS 109 TABLE 21 RISK ANALYTICS MARKET, BY OFFERING, 2020–2024 (USD MILLION) 114 TABLE 22 RISK ANALYTICS MARKET, BY OFFERING, 2025–2030 (USD MILLION) 114 TABLE 23 RISK ANALYTICS MARKET, BY SOFTWARE TYPE, 2020–2024 (USD MILLION) 116 TABLE 24 RISK ANALYTICS MARKET, BY SOFTWARE TYPE, 2025–2030 (USD MILLION) 117 TABLE 25 RISK CALCULATION ENGINES: RISK ANALYTICS MARKET, BY REGION, 2020–2024 (USD MILLION) 117 TABLE 26 RISK CALCULATION ENGINES: RISK ANALYTICS MARKET, BY REGION, 2025–2030 (USD MILLION) 118 TABLE 27 RISK REPORTING TOOLS: RISK ANALYTICS MARKET, BY REGION, 2020–2024 (USD MILLION) 118 TABLE 28 RISK REPORTING TOOLS: RISK ANALYTICS MARKET, BY REGION, 2025–2030 (USD MILLION) 119 TABLE 29 DASHBOARD ANALYTICS: RISK ANALYTICS MARKET, BY REGION, 2020–2024 (USD MILLION) 119 TABLE 30 DASHBOARD ANALYTICS: RISK ANALYTICS MARKET, BY REGION, 2025–2030 (USD MILLION) 120 TABLE 31 GOVERNANCE, RISK, AND COMPLIANCE SOFTWARE: RISK ANALYTICS MARKET, BY REGION, 2020–2024 (USD MILLION) 120 TABLE 32 GOVERNANCE, RISK, AND COMPLIANCE SOFTWARE: RISK ANALYTICS MARKET, BY REGION, 2025–2030 (USD MILLION) 121 TABLE 33 ENTERPRISE RISK MANAGEMENT SOFTWARE: RISK ANALYTICS MARKET, BY REGION, 2020–2024 (USD MILLION) 121 TABLE 34 ENTERPRISE RISK MANAGEMENT SOFTWARE: RISK ANALYTICS MARKET, BY REGION, 2025–2030 (USD MILLION) 122 TABLE 35 THIRD-PARTY RISK MANAGEMENT TOOLS: RISK ANALYTICS MARKET, BY REGION, 2020–2024 (USD MILLION) 122 TABLE 36 THIRD-PARTY RISK MANAGEMENT TOOLS: RISK ANALYTICS MARKET, BY REGION, 2025–2030 (USD MILLION) 123 TABLE 37 OTHERS: RISK ANALYTICS MARKET, BY REGION, 2020–2024 (USD MILLION) 123 TABLE 38 OTHERS: RISK ANALYTICS MARKET, BY REGION, 2025–2030 (USD MILLION) 124 TABLE 39 RISK ANALYTICS MARKET, BY DEPLOYMENT MODE, 2020–2024 (USD MILLION) 124 TABLE 40 RISK ANALYTICS MARKET, BY DEPLOYMENT MODE, 2025–2030 (USD MILLION) 125 TABLE 41 CLOUD: RISK ANALYTICS MARKET, BY REGION, 2020–2024 (USD MILLION) 125 TABLE 42 CLOUD: RISK ANALYTICS MARKET, BY REGION, 2025–2030 (USD MILLION) 126 TABLE 43 ON-PREMISES: RISK ANALYTICS MARKET, BY REGION, 2020–2024 (USD MILLION) 126 TABLE 44 ON-PREMISES: RISK ANALYTICS MARKET, BY REGION, 2025–2030 (USD MILLION) 127 TABLE 45 RISK ANALYTICS MARKET, BY SERVICE TYPE, 2020–2024 (USD MILLION) 128 TABLE 46 RISK ANALYTICS MARKET, BY SERVICE TYPE, 2025–2030 (USD MILLION) 128 TABLE 47 RISK ANALYTICS MARKET, BY PROFESSIONAL SERVICE, 2020–2024 (USD MILLION) 129 TABLE 48 RISK ANALYTICS MARKET, BY PROFESSIONAL SERVICE, 2025–2030 (USD MILLION) 129 TABLE 49 CONSULTING SERVICES: RISK ANALYTICS MARKET, BY REGION, 2020–2024 (USD MILLION) 130 TABLE 50 CONSULTING SERVICES: RISK ANALYTICS MARKET, BY REGION, 2025–2030 (USD MILLION) 130 TABLE 51 RISK ASSESSMENT & ADVISORY SERVICES: RISK ANALYTICS MARKET, BY REGION, 2020–2024 (USD MILLION) 131 TABLE 52 RISK ASSESSMENT & ADVISORY SERVICES: RISK ANALYTICS MARKET, BY REGION, 2025–2030 (USD MILLION) 131 TABLE 53 INCIDENT RESPONSE & CRISIS MANAGEMENT: RISK ANALYTICS MARKET, BY REGION, 2020–2024 (USD MILLION) 132 TABLE 54 INCIDENT RESPONSE & CRISIS MANAGEMENT: RISK ANALYTICS MARKET, BY REGION, 2025–2030 (USD MILLION) 132 TABLE 55 TRAINING & SUPPORT SERVICES: RISK ANALYTICS MARKET, BY REGION, 2020–2024 (USD MILLION) 133 TABLE 56 TRAINING & SUPPORT SERVICES: RISK ANALYTICS MARKET, BY REGION, 2025–2030 (USD MILLION) 133 TABLE 57 RISK ANALYTICS MARKET, BY MANAGED SERVICE, 2020–2024 (USD MILLION) 134 TABLE 58 RISK ANALYTICS MARKET, BY MANAGED SERVICE, 2025–2030 (USD MILLION) 135 TABLE 59 MANAGED RISK ANALYTICS SERVICES: RISK ANALYTICS MARKET, BY REGION, 2020–2024 (USD MILLION) 135 TABLE 60 MANAGED RISK ANALYTICS SERVICES: RISK ANALYTICS MARKET, BY REGION, 2025–2030 (USD MILLION) 136 TABLE 61 COMPLIANCE & REGULATORY MANAGEMENT SERVICES: RISK ANALYTICS MARKET, BY REGION, 2020–2024 (USD MILLION) 136 TABLE 62 COMPLIANCE & REGULATORY MANAGEMENT SERVICES: RISK ANALYTICS MARKET, BY REGION, 2025–2030 (USD MILLION) 137 TABLE 63 CYBER & IT RISK MANAGEMENT SERVICES: RISK ANALYTICS MARKET, BY REGION, 2020–2024 (USD MILLION) 137 TABLE 64 CYBER & IT RISK MANAGEMENT SERVICES: RISK ANALYTICS MARKET, BY REGION, 2025–2030 (USD MILLION) 138 TABLE 65 FINANCE & ACCOUNTING SERVICES: RISK ANALYTICS MARKET, BY REGION, 2020–2024 (USD MILLION) 138 TABLE 66 FINANCE & ACCOUNTING SERVICES: RISK ANALYTICS MARKET, BY REGION, 2025–2030 (USD MILLION) 139 TABLE 67 LEGAL SERVICES: RISK ANALYTICS MARKET, BY REGION, 2020–2024 (USD MILLION) 139 TABLE 68 LEGAL SERVICES: RISK ANALYTICS MARKET, BY REGION, 2025–2030 (USD MILLION) 140 TABLE 69 RISK ANALYTICS MARKET, BY RISK TYPE, 2020–2024 (USD MILLION) 143 TABLE 70 RISK ANALYTICS MARKET, BY RISK TYPE, 2025–2030 (USD MILLION) 144 TABLE 71 STRATEGIC RISK ANALYTICS MARKET, BY REGION, 2020–2024 (USD MILLION) 144 TABLE 72 STRATEGIC RISK ANALYTICS MARKET, BY REGION, 2025–2030 (USD MILLION) 145 TABLE 73 OPERATIONAL RISK ANALYTICS MARKET, BY REGION, 2020–2024 (USD MILLION) 147 TABLE 74 OPERATIONAL RISK ANALYTICS MARKET, BY REGION, 2025–2030 (USD MILLION) 147 TABLE 75 FINANCIAL RISK ANALYTICS MARKET, BY REGION, 2020–2024 (USD MILLION) 150 TABLE 76 FINANCIAL RISK ANALYTICS MARKET, BY REGION, 2025–2030 (USD MILLION) 150 TABLE 77 TECHNOLOGY RISK ANALYTICS MARKET, BY REGION, 2020–2024 (USD MILLION) 153 TABLE 78 TECHNOLOGY RISK ANALYTICS MARKET, BY REGION, 2025–2030 (USD MILLION) 154 TABLE 79 ENVIRONMENT, HEALTH & SAFETY RISK ANALYTICS MARKET, BY REGION, 2020–2024 (USD MILLION) 156 TABLE 80 ENVIRONMENT, HEALTH & SAFETY RISK ANALYTICS MARKET, BY REGION, 2025–2030 (USD MILLION) 156 TABLE 81 REGULATORY & COMPLIANCE RISK ANALYTICS MARKET, BY REGION, 2020–2024 (USD MILLION) 158 TABLE 82 REGULATORY & COMPLIANCE RISK ANALYTICS MARKET, BY REGION, 2025–2030 (USD MILLION) 159 TABLE 83 OTHER RISK TYPE ANALYTICS MARKET, BY REGION, 2020–2024 (USD MILLION) 161 TABLE 84 OTHER RISK TYPE ANALYTICS MARKET, BY REGION, 2025–2030 (USD MILLION) 161 TABLE 85 RISK ANALYTICS MARKET, BY VERTICAL, 2020–2024 (USD MILLION) 164 TABLE 86 RISK ANALYTICS MARKET, BY VERTICAL, 2025–2030 (USD MILLION) 165 TABLE 87 BFSI: RISK ANALYTICS MARKET, BY REGION, 2020–2024 (USD MILLION) 166 TABLE 88 BFSI: RISK ANALYTICS MARKET, BY REGION, 2025–2030 (USD MILLION) 166 TABLE 89 RETAIL & E-COMMERCE: RISK ANALYTICS MARKET, BY REGION, 2020–2024 (USD MILLION) 167 TABLE 90 RETAIL & E-COMMERCE: RISK ANALYTICS MARKET, BY REGION, 2025–2030 (USD MILLION) 167 TABLE 91 HEALTHCARE & LIFE SCIENCES: RISK ANALYTICS MARKET, BY REGION, 2020–2024 (USD MILLION) 168 TABLE 92 HEALTHCARE & LIFE SCIENCES: RISK ANALYTICS MARKET, BY REGION, 2025–2030 (USD MILLION) 168 TABLE 93 TELECOMMUNICATIONS: RISK ANALYTICS MARKET, BY REGION, 2020–2024 (USD MILLION) 169 TABLE 94 TELECOMMUNICATIONS: RISK ANALYTICS MARKET, BY REGION, 2025–2030 (USD MILLION) 169 TABLE 95 MEDIA & ENTERTAINMENT: RISK ANALYTICS MARKET, BY REGION, 2020–2024 (USD MILLION) 170 TABLE 96 MEDIA & ENTERTAINMENT: RISK ANALYTICS MARKET, BY REGION, 2025–2030 (USD MILLION) 170 TABLE 97 TECHNOLOGY & SOFTWARE PROVIDERS: RISK ANALYTICS MARKET, BY REGION, 2020–2024 (USD MILLION) 171 TABLE 98 TECHNOLOGY & SOFTWARE PROVIDERS: RISK ANALYTICS MARKET, BY REGION, 2025–2030 (USD MILLION) 171 TABLE 99 ENERGY & UTILITIES: RISK ANALYTICS MARKET, BY REGION, 2020–2024 (USD MILLION) 172 TABLE 100 ENERGY & UTILITIES: RISK ANALYTICS MARKET, BY REGION, 2025–2030 (USD MILLION) 172 TABLE 101 MANUFACTURING: RISK ANALYTICS MARKET, BY REGION, 2020–2024 (USD MILLION) 175 TABLE 102 MANUFACTURING: RISK ANALYTICS MARKET, BY REGION, 2025–2030 (USD MILLION) 175 TABLE 103 TRANSPORTATION & LOGISTICS: RISK ANALYTICS MARKET, BY REGION, 2020–2024 (USD MILLION) 176 TABLE 104 TRANSPORTATION & LOGISTICS: RISK ANALYTICS MARKET, BY REGION, 2025–2030 (USD MILLION) 176 TABLE 105 GOVERNMENT & DEFENSE: RISK ANALYTICS MARKET, BY REGION, 2020–2024 (USD MILLION) 177 TABLE 106 GOVERNMENT & DEFENSE: RISK ANALYTICS MARKET, BY REGION, 2025–2030 (USD MILLION) 177 TABLE 107 MINING: RISK ANALYTICS MARKET, BY REGION, 2020–2024 (USD MILLION) 178 TABLE 108 MINING: RISK ANALYTICS MARKET, BY REGION, 2025–2030 (USD MILLION) 178 TABLE 109 CONSTRUCTION & REAL ESTATE: RISK ANALYTICS MARKET, BY REGION, 2020–2024 (USD MILLION) 179 TABLE 110 CONSTRUCTION & REAL ESTATE: RISK ANALYTICS MARKET, BY REGION, 2025–2030 (USD MILLION) 179 TABLE 111 OTHER VERTICALS: RISK ANALYTICS MARKET, BY REGION, 2020–2024 (USD MILLION) 180 TABLE 112 OTHER VERTICALS: RISK ANALYTICS MARKET, BY REGION, 2025–2030 (USD MILLION) 180 TABLE 113 RISK ANALYTICS MARKET, BY REGION, 2020–2024 (USD MILLION) 183 TABLE 114 RISK ANALYTICS MARKET, BY REGION, 2025–2030 (USD MILLION) 183 TABLE 115 NORTH AMERICA: RISK ANALYTICS MARKET, BY OFFERING, 2020–2024 (USD MILLION) 185 TABLE 116 NORTH AMERICA: RISK ANALYTICS MARKET, BY OFFERING, 2025–2030 (USD MILLION) 186 TABLE 117 NORTH AMERICA: RISK ANALYTICS MARKET, BY SOFTWARE TYPE, 2020–2024 (USD MILLION) 186 TABLE 118 NORTH AMERICA: RISK ANALYTICS MARKET, BY TYPE, 2025–2030 (USD MILLION) 186 TABLE 119 NORTH AMERICA: RISK ANALYTICS MARKET, BY DEPLOYMENT MODE, 2020–2024 (USD MILLION) 187 TABLE 120 NORTH AMERICA: RISK ANALYTICS MARKET, BY DEPLOYMENT MODE, 2025–2030 (USD MILLION) 187 TABLE 121 NORTH AMERICA: RISK ANALYTICS MARKET, BY SERVICE TYPE, 2020–2024 (USD MILLION) 187 TABLE 122 NORTH AMERICA: RISK ANALYTICS MARKET, BY SERVICE TYPE, 2025–2030 (USD MILLION) 187 TABLE 123 NORTH AMERICA: RISK ANALYTICS MARKET, BY PROFESSIONAL SERVICE, 2020–2024 (USD MILLION) 188 TABLE 124 NORTH AMERICA: RISK ANALYTICS MARKET, BY PROFESSIONAL SERVICE, 2025–2030 (USD MILLION) 188 TABLE 125 NORTH AMERICA: RISK ANALYTICS MARKET, BY MANAGED SERVICE, 2020–2024 (USD MILLION) 188 TABLE 126 NORTH AMERICA: RISK ANALYTICS MARKET, BY MANAGED SERVICE, 2025–2030 (USD MILLION) 189 TABLE 127 NORTH AMERICA: RISK ANALYTICS MARKET, BY RISK TYPE, 2020–2024 (USD MILLION) 189 TABLE 128 NORTH AMERICA: RISK ANALYTICS MARKET, BY RISK TYPE, 2025–2030 (USD MILLION) 189 TABLE 129 NORTH AMERICA: RISK ANALYTICS MARKET, BY VERTICAL, 2020–2024 (USD MILLION) 190 TABLE 130 NORTH AMERICA: RISK ANALYTICS MARKET, BY VERTICAL, 2025–2030 (USD MILLION) 190 TABLE 131 NORTH AMERICA: RISK ANALYTICS MARKET, BY COUNTRY, 2020–2024 (USD MILLION) 191 TABLE 132 NORTH AMERICA: RISK ANALYTICS MARKET, BY COUNTRY, 2025–2030 (USD MILLION) 191 TABLE 133 US: RISK ANALYTICS MARKET, BY OFFERING, 2020–2024 (USD MILLION) 191 TABLE 134 US: RISK ANALYTICS MARKET, BY OFFERING, 2025–2030 (USD MILLION) 192 TABLE 135 CANADA: RISK ANALYTICS MARKET, BY OFFERING, 2020–2024 (USD MILLION) 192 TABLE 136 CANADA: RISK ANALYTICS MARKET, BY OFFERING, 2025–2030 (USD MILLION) 192 TABLE 137 EUROPE: RISK ANALYTICS MARKET, BY OFFERING, 2020–2024 (USD MILLION) 194 TABLE 138 EUROPE: RISK ANALYTICS MARKET, BY OFFERING, 2025–2030 (USD MILLION) 194 TABLE 139 EUROPE: RISK ANALYTICS MARKET, BY SOFTWARE TYPE, 2020–2024 (USD MILLION) 194 TABLE 140 EUROPE: RISK ANALYTICS MARKET, BY SOFTWARE TYPE, 2025–2030 (USD MILLION) 195 TABLE 141 EUROPE: RISK ANALYTICS MARKET, BY DEPLOYMENT MODE, 2020–2024 (USD MILLION) 195 TABLE 142 EUROPE: RISK ANALYTICS MARKET, BY DEPLOYMENT MODE, 2025–2030 (USD MILLION) 195 TABLE 143 EUROPE: RISK ANALYTICS MARKET, BY SERVICE TYPE, 2020–2024 (USD MILLION) 195 TABLE 144 EUROPE: RISK ANALYTICS MARKET, BY SERVICE TYPE, 2025–2030 (USD MILLION) 196 TABLE 145 EUROPE: RISK ANALYTICS MARKET, BY PROFESSIONAL SERVICE, 2020–2024 (USD MILLION) 196 TABLE 146 EUROPE: RISK ANALYTICS MARKET, BY PROFESSIONAL SERVICE, 2025–2030 (USD MILLION) 196 TABLE 147 EUROPE: RISK ANALYTICS MARKET, BY MANAGED SERVICE, 2020–2024 (USD MILLION) 196 TABLE 148 EUROPE: RISK ANALYTICS MARKET, BY MANAGED SERVICE, 2025–2030 (USD MILLION) 197 TABLE 149 EUROPE: RISK ANALYTICS MARKET, BY RISK TYPE, 2020–2024 (USD MILLION) 197 TABLE 150 EUROPE: RISK ANALYTICS MARKET, BY RISK TYPE, 2025–2030 (USD MILLION) 197 TABLE 151 EUROPE: RISK ANALYTICS MARKET, BY VERTICAL, 2020–2024 (USD MILLION) 198 TABLE 152 EUROPE: RISK ANALYTICS MARKET, BY VERTICAL, 2025–2030 (USD MILLION) 198 TABLE 153 EUROPE: RISK ANALYTICS MARKET, BY COUNTRY, 2020–2024 (USD MILLION) 199 TABLE 154 EUROPE: RISK ANALYTICS MARKET, BY COUNTRY, 2025–2030 (USD MILLION) 199 TABLE 155 UK: RISK ANALYTICS MARKET, BY OFFERING, 2020–2024 (USD MILLION) 200 TABLE 156 UK: RISK ANALYTICS MARKET, BY OFFERING, 2025–2030 (USD MILLION) 200 TABLE 157 GERMANY: RISK ANALYTICS MARKET, BY OFFERING, 2020–2024 (USD MILLION) 200 TABLE 158 GERMANY: RISK ANALYTICS MARKET, BY OFFERING, 2025–2030 (USD MILLION) 201 TABLE 159 FRANCE: RISK ANALYTICS MARKET, BY OFFERING, 2020–2024 (USD MILLION) 201 TABLE 160 FRANCE: RISK ANALYTICS MARKET, BY OFFERING, 2025–2030 (USD MILLION) 201 TABLE 161 ITALY: RISK ANALYTICS MARKET, BY OFFERING, 2020–2024 (USD MILLION) 202 TABLE 162 ITALY: RISK ANALYTICS MARKET, BY OFFERING, 2025–2030 (USD MILLION) 202 TABLE 163 SPAIN: RISK ANALYTICS MARKET, BY OFFERING, 2020–2024 (USD MILLION) 203 TABLE 164 SPAIN: RISK ANALYTICS MARKET, BY OFFERING, 2025–2030 (USD MILLION) 203 TABLE 165 REST OF EUROPE: RISK ANALYTICS MARKET, BY OFFERING, 2020–2024 (USD MILLION) 204 TABLE 166 REST OF EUROPE: RISK ANALYTICS MARKET, BY OFFERING, 2025–2030 (USD MILLION) 204 TABLE 167 ASIA PACIFIC: RISK ANALYTICS MARKET, BY OFFERING, 2020–2024 (USD MILLION) 206 TABLE 168 ASIA PACIFIC: RISK ANALYTICS MARKET, BY OFFERING, 2025–2030 (USD MILLION) 207 TABLE 169 ASIA PACIFIC: RISK ANALYTICS MARKET, BY SOFTWARE TYPE, 2020–2024 (USD MILLION) 207 TABLE 170 ASIA PACIFIC: RISK ANALYTICS MARKET, BY SOFTWARE TYPE, 2025–2030 (USD MILLION) 207 TABLE 171 ASIA PACIFIC: RISK ANALYTICS MARKET, BY DEPLOYMENT MODE, 2020–2024 (USD MILLION) 208 TABLE 172 ASIA PACIFIC: RISK ANALYTICS MARKET, BY DEPLOYMENT MODE, 2025–2030 (USD MILLION) 208 TABLE 173 ASIA PACIFIC: RISK ANALYTICS MARKET, BY SERVICE TYPE, 2020–2024 (USD MILLION) 208 TABLE 174 ASIA PACIFIC: RISK ANALYTICS MARKET, BY SERVICE TYPE, 2025–2030 (USD MILLION) 208 TABLE 175 ASIA PACIFIC: RISK ANALYTICS MARKET, BY PROFESSIONAL SERVICE, 2020–2024 (USD MILLION) 209 TABLE 176 ASIA PACIFIC: RISK ANALYTICS MARKET, BY PROFESSIONAL SERVICE, 2025–2030 (USD MILLION) 209 TABLE 177 ASIA PACIFIC: RISK ANALYTICS MARKET, BY MANAGED SERVICE, 2020–2024 (USD MILLION) 209 TABLE 178 ASIA PACIFIC: RISK ANALYTICS MARKET, BY MANAGED SERVICE, 2025–2030 (USD MILLION) 210 TABLE 179 ASIA PACIFIC: RISK ANALYTICS MARKET, BY RISK TYPE, 2020–2024 (USD MILLION) 210 TABLE 180 ASIA PACIFIC: RISK ANALYTICS MARKET, BY RISK TYPE, 2025–2030 (USD MILLION) 210 TABLE 181 ASIA PACIFIC: RISK ANALYTICS MARKET, BY VERTICAL, 2020–2024 (USD MILLION) 211 TABLE 182 ASIA PACIFIC: RISK ANALYTICS MARKET, BY VERTICAL, 2025–2030 (USD MILLION) 211 TABLE 183 ASIA PACIFIC: RISK ANALYTICS MARKET, BY COUNTRY, 2020–2024 (USD MILLION) 212 TABLE 184 ASIA PACIFIC: RISK ANALYTICS MARKET, BY COUNTRY, 2025–2030 (USD MILLION) 212 TABLE 185 CHINA: RISK ANALYTICS MARKET, BY OFFERING, 2020–2024 (USD MILLION) 213 TABLE 186 CHINA: RISK ANALYTICS MARKET, BY OFFERING, 2025–2030 (USD MILLION) 213 TABLE 187 INDIA: RISK ANALYTICS MARKET, BY OFFERING, 2020–2024 (USD MILLION) 214 TABLE 188 INDIA: RISK ANALYTICS MARKET, BY OFFERING, 2025–2030 (USD MILLION) 214 TABLE 189 JAPAN: RISK ANALYTICS MARKET, BY OFFERING, 2020–2024 (USD MILLION) 215 TABLE 190 JAPAN: RISK ANALYTICS MARKET, BY OFFERING, 2025–2030 (USD MILLION) 215 TABLE 191 SOUTH KOREA: RISK ANALYTICS MARKET, BY OFFERING, 2020–2024 (USD MILLION) 216 TABLE 192 SOUTH KOREA: RISK ANALYTICS MARKET, BY OFFERING, 2025–2030 (USD MILLION) 216 TABLE 193 ASEAN: RISK ANALYTICS MARKET, BY OFFERING, 2020–2024 (USD MILLION) 216 TABLE 194 ASEAN: RISK ANALYTICS MARKET, BY OFFERING, 2025–2030 (USD MILLION) 217 TABLE 195 AUSTRALIA & NEW ZEALAND: RISK ANALYTICS MARKET, BY OFFERING, 2020–2024 (USD MILLION) 217 TABLE 196 AUSTRALIA & NEW ZEALAND: RISK ANALYTICS MARKET, BY OFFERING, 2025–2030 (USD MILLION) 217 TABLE 197 REST OF ASIA PACIFIC: RISK ANALYTICS MARKET, BY OFFERING, 2020–2024 (USD MILLION) 218 TABLE 198 REST OF ASIA PACIFIC: RISK ANALYTICS MARKET, BY OFFERING, 2025–2030 (USD MILLION) 218 TABLE 199 MIDDLE EAST & AFRICA: RISK ANALYTICS MARKET, BY OFFERING, 2020–2024 (USD MILLION) 219 TABLE 200 MIDDLE EAST & AFRICA: RISK ANALYTICS MARKET, BY OFFERING, 2025–2030 (USD MILLION) 220 TABLE 201 MIDDLE EAST & AFRICA: RISK ANALYTICS MARKET, BY SOFTWARE TYPE, 2020–2024 (USD MILLION) 220 TABLE 202 MIDDLE EAST & AFRICA: RISK ANALYTICS MARKET, BY SOFTWARE TYPE, 2025–2030 (USD MILLION) 220 TABLE 203 MIDDLE EAST & AFRICA: RISK ANALYTICS MARKET, BY DEPLOYMENT MODE, 2020–2024 (USD MILLION) 221 TABLE 204 MIDDLE EAST & AFRICA: RISK ANALYTICS MARKET, BY DEPLOYMENT MODE, 2025–2030 (USD MILLION) 221 TABLE 205 MIDDLE EAST & AFRICA: RISK ANALYTICS MARKET, BY SERVICE TYPE, 2020–2024 (USD MILLION) 221 TABLE 206 MIDDLE EAST & AFRICA: RISK ANALYTICS MARKET, BY SERVICE TYPE, 2025–2030 (USD MILLION) 221 TABLE 207 MIDDLE EAST & AFRICA: RISK ANALYTICS MARKET, BY PROFESSIONAL SERVICE, 2020–2024 (USD MILLION) 222 TABLE 208 MIDDLE EAST & AFRICA: RISK ANALYTICS MARKET, BY PROFESSIONAL SERVICE, 2025–2030 (USD MILLION) 222 TABLE 209 MIDDLE EAST & AFRICA: RISK ANALYTICS MARKET, BY MANAGED SERVICE, 2020–2024 (USD MILLION) 222 TABLE 210 MIDDLE EAST & AFRICA: RISK ANALYTICS MARKET, BY MANAGED SERVICE, 2025–2030 (USD MILLION) 223 TABLE 211 MIDDLE EAST & AFRICA: RISK ANALYTICS MARKET, BY RISK TYPE, 2020–2024 (USD MILLION) 223 TABLE 212 MIDDLE EAST & AFRICA: RISK ANALYTICS MARKET, BY RISK TYPE, 2025–2030 (USD MILLION) 223 TABLE 213 MIDDLE EAST & AFRICA: RISK ANALYTICS MARKET, BY VERTICAL, 2020–2024 (USD MILLION) 224 TABLE 214 MIDDLE EAST & AFRICA: RISK ANALYTICS MARKET, BY VERTICAL, 2025–2030 (USD MILLION) 224 TABLE 215 MIDDLE EAST & AFRICA: RISK ANALYTICS MARKET, BY REGION, 2020–2024 (USD MILLION) 225 TABLE 216 MIDDLE EAST & AFRICA: RISK ANALYTICS MARKET, BY REGION, 2025–2030 (USD MILLION) 225 TABLE 217 UAE: RISK ANALYTICS MARKET, BY OFFERING, 2020–2024 (USD MILLION) 226 TABLE 218 UAE: RISK ANALYTICS MARKET, BY OFFERING, 2025–2030 (USD MILLION) 226 TABLE 219 SAUDI ARABIA: RISK ANALYTICS MARKET, BY OFFERING, 2020–2024 (USD MILLION) 226 TABLE 220 SAUDI ARABIA: RISK ANALYTICS MARKET, BY OFFERING, 2025–2030 (USD MILLION) 227 TABLE 221 QATAR: RISK ANALYTICS MARKET, BY OFFERING, 2020–2024 (USD MILLION) 227 TABLE 222 QATAR: RISK ANALYTICS MARKET, BY OFFERING, 2025–2030 (USD MILLION) 227 TABLE 223 ISRAEL: RISK ANALYTICS MARKET, BY OFFERING, 2020–2024 (USD MILLION) 228 TABLE 224 ISRAEL: RISK ANALYTICS MARKET, BY OFFERING, 2025–2030 (USD MILLION) 228 TABLE 225 SOUTH AFRICA: RISK ANALYTICS MARKET, BY OFFERING, 2020–2024 (USD MILLION) 229 TABLE 226 SOUTH AFRICA: RISK ANALYTICS MARKET, BY OFFERING, 2025–2030 (USD MILLION) 229 TABLE 227 REST OF MIDDLE EAST & AFRICA: RISK ANALYTICS MARKET, BY OFFERING, 2020–2024 (USD MILLION) 230 TABLE 228 REST OF MIDDLE EAST & AFRICA: RISK ANALYTICS MARKET, BY OFFERING, 2025–2030 (USD MILLION) 230 TABLE 229 LATIN AMERICA: RISK ANALYTICS MARKET, BY OFFERING, 2020–2024 (USD MILLION) 231 TABLE 230 LATIN AMERICA: RISK ANALYTICS MARKET, BY OFFERING, 2025–2030 (USD MILLION) 231 TABLE 231 LATIN AMERICA: RISK ANALYTICS MARKET, BY SOFTWARE TYPE, 2020–2024 (USD MILLION) 232 TABLE 232 LATIN AMERICA: RISK ANALYTICS MARKET, BY SOFTWARE TYPE, 2025–2030 (USD MILLION) 232 TABLE 233 LATIN AMERICA: RISK ANALYTICS MARKET, BY DEPLOYMENT MODE, 2020–2024 (USD MILLION) 232 TABLE 234 LATIN AMERICA: RISK ANALYTICS MARKET, BY DEPLOYMENT MODE, 2025–2030 (USD MILLION) 233 TABLE 235 LATIN AMERICA: RISK ANALYTICS MARKET, BY SERVICE TYPE, 2020–2024 (USD MILLION) 233 TABLE 236 LATIN AMERICA: RISK ANALYTICS MARKET, BY SERVICE TYPE, 2025–2030 (USD MILLION) 233 TABLE 237 LATIN AMERICA: RISK ANALYTICS MARKET, BY PROFESSIONAL SERVICE, 2020–2024 (USD MILLION) 233 TABLE 238 LATIN AMERICA: RISK ANALYTICS MARKET, BY PROFESSIONAL SERVICE, 2025–2030 (USD MILLION) 234 TABLE 239 LATIN AMERICA: RISK ANALYTICS MARKET, BY MANAGED SERVICE, 2020–2024 (USD MILLION) 234 TABLE 240 LATIN AMERICA: RISK ANALYTICS MARKET, BY MANAGED SERVICE, 2025–2030 (USD MILLION) 234 TABLE 241 LATIN AMERICA: RISK ANALYTICS MARKET, BY RISK TYPE, 2020–2024 (USD MILLION) 235 TABLE 242 LATIN AMERICA: RISK ANALYTICS MARKET, BY RISK TYPE, 2025–2030 (USD MILLION) 235 TABLE 243 LATIN AMERICA: RISK ANALYTICS MARKET, BY VERTICAL, 2020–2024 (USD MILLION) 235 TABLE 244 LATIN AMERICA: RISK ANALYTICS MARKET, BY VERTICAL, 2025–2030 (USD MILLION) 236 TABLE 245 LATIN AMERICA: RISK ANALYTICS MARKET, BY COUNTRY, 2020–2024 (USD MILLION) 236 TABLE 246 LATIN AMERICA: RISK ANALYTICS MARKET, BY COUNTRY, 2025–2030 (USD MILLION) 236 TABLE 247 BRAZIL: RISK ANALYTICS MARKET, BY OFFERING, 2020–2024 (USD MILLION) 237 TABLE 248 BRAZIL: RISK ANALYTICS MARKET, BY OFFERING, 2025–2030 (USD MILLION) 237 TABLE 249 MEXICO: RISK ANALYTICS MARKET, BY OFFERING, 2020–2024 (USD MILLION) 238 TABLE 250 MEXICO: RISK ANALYTICS MARKET, BY OFFERING, 2025–2030 (USD MILLION) 238 TABLE 251 ARGENTINA: RISK ANALYTICS MARKET, BY OFFERING, 2020–2024 (USD MILLION) 239 TABLE 252 ARGENTINA: RISK ANALYTICS MARKET, BY OFFERING, 2025–2030 (USD MILLION) 239 TABLE 253 REST OF LATIN AMERICA: RISK ANALYTICS MARKET, BY OFFERING, 2020–2024 (USD MILLION) 239 TABLE 254 REST OF LATIN AMERICA: RISK ANALYTICS MARKET, BY OFFERING, 2025–2030 (USD MILLION) 240 TABLE 255 OVERVIEW OF STRATEGIES ADOPTED BY KEY RISK ANALYTICS VENDORS, 2022–2025 241 TABLE 256 RISK ANALYTICS MARKET: DEGREE OF COMPETITION 246 TABLE 257 RISK ANALYTICS MARKET (SOFTWARE): REGIONAL FOOTPRINT (16 COMPANIES), 2024 251 TABLE 258 RISK ANALYTICS MARKET (SOFTWARE): SOFTWARE FOOTPRINT (16 COMPANIES), 2024 252 TABLE 259 RISK ANALYTICS MARKET (SOFTWARE): RISK TYPE FOOTPRINT (16 COMPANIES), 2024 253 TABLE 260 RISK ANALYTICS MARKET (SOFTWARE): VERTICAL FOOTPRINT (16 COMPANIES), 2024 254 TABLE 261 RISK ANALYSIS MARKET (SERVICES): REGIONAL FOOTPRINT (18 COMPANIES), 2024 257 TABLE 262 RISK ANALYSIS MARKET (SERVICES): SERVICE FOOTPRINT (18 COMPANIES), 2024 258 TABLE 263 RISK ANALYSIS MARKET (SERVICES): RISK TYPE FOOTPRINT (18 COMPANIES), 2024 259 TABLE 264 RISK ANALYSIS MARKET (SERVICES): VERTICAL FOOTPRINT (18 COMPANIES), 2024 260 TABLE 265 RISK ANALYTICS MARKET: KEY STARTUPS/SMES, 2024 263 TABLE 266 RISK ANALYTICS MARKET: COMPETITIVE BENCHMARKING OF KEY STARTUPS/SMES, 2024 264 TABLE 267 RISK ANALYTICS MARKET: PRODUCT LAUNCHES & ENHANCEMENTS, 2022– 2025 265 TABLE 268 RISK ANALYTICS MARKET: DEALS, 2022– 2025 268 TABLE 269 DELOITTE: COMPANY OVERVIEW 278 TABLE 270 DELOITTE: PRODUCTS/SOLUTIONS/SERVICES OFFERED 278 TABLE 271 DELOITTE: DEALS 279 TABLE 272 MOODY'S ANALYTICS: BUSINESS OVERVIEW 281 TABLE 273 MOODY'S ANALYTICS: PRODUCTS/SOLUTIONS/SERVICES OFFERED 282 TABLE 274 MOODY'S ANALYTICS: PRODUCT LAUNCHES & ENHANCEMENTS 284 TABLE 275 MOODY’S ANALYTICS: DEALS 285 TABLE 276 IBM: BUSINESS OVERVIEW 287 TABLE 277 IBM: PRODUCTS/SOLUTIONS/SERVICES OFFERED 288 TABLE 278 IBM: PRODUCT LAUNCHES & ENHANCEMENTS 290 TABLE 279 IBM: DEALS 290 TABLE 280 KPMG: COMPANY OVERVIEW 292 TABLE 281 KPMG: PRODUCTS/SOLUTIONS/SERVICES OFFERED 292 TABLE 282 KPMG: DEALS 293 TABLE 283 ORACLE: BUSINESS OVERVIEW 295 TABLE 284 ORACLE: PRODUCTS/SOLUTIONS/SERVICES OFFERED 296 TABLE 285 ORACLE: PRODUCT LAUNCHES & ENHANCEMENTS 297 TABLE 286 ORACLE: DEALS 297 TABLE 287 MARSH MCLENNAN: BUSINESS OVERVIEW 299 TABLE 288 MARSH MCLENNAN: PRODUCTS/SOLUTIONS/SERVICES OFFERED 300 TABLE 289 MARSH MCLENNAN: DEALS 303 TABLE 290 SAP: BUSINESS OVERVIEW 305 TABLE 291 SAP: PRODUCTS/SOLUTIONS/SERVICES OFFERED 306 TABLE 292 SAP: PRODUCT LAUNCHES & ENHANCEMENTS 307 TABLE 293 SAP: DEALS 307 TABLE 294 FIS: BUSINESS OVERVIEW 309 TABLE 295 FIS: PRODUCTS/SOLUTIONS/SERVICES OFFERED 310 TABLE 296 FIS: PRODUCT LAUNCHES & ENHANCEMENTS 312 TABLE 297 PWC: COMPANY OVERVIEW 313 TABLE 298 PWC: PRODUCTS/SOLUTIONS/SERVICES OFFERED 313 TABLE 299 PWC: DEALS 314 TABLE 300 EY: COMPANY OVERVIEW 315 TABLE 301 EY: PRODUCTS/SOLUTIONS/SERVICES OFFERED 315 TABLE 302 EY: DEALS 316 TABLE 303 AON: BUSINESS OVERVIEW 318 TABLE 304 AON: PRODUCTS/SOLUTIONS/SERVICES OFFERED 319 TABLE 305 AON: PRODUCT LAUNCHES & ENHANCEMENTS 320 TABLE 306 AON: DEALS 321 TABLE 307 AI MODEL RISK MANAGEMENT MARKET, BY OFFERING, 2019–2023 (USD MILLION) 358 TABLE 308 AI MODEL RISK MANAGEMENT MARKET, BY OFFERING, 2024–2029 (USD MILLION) 358 TABLE 309 AI MODEL RISK MANAGEMENT MARKET, BY RISK TYPE, 2019–2023 (USD MILLION) 358 TABLE 310 AI MODEL RISK MANAGEMENT MARKET, BY RISK TYPE, 2024–2029 (USD MILLION) 358 TABLE 311 AI MODEL RISK MANAGEMENT MARKET, BY APPLICATION, 2019–2023 (USD MILLION) 359 TABLE 312 AI MODEL RISK MANAGEMENT MARKET, BY APPLICATION, 2024–2029 (USD MILLION) 359 TABLE 313 AI MODEL RISK MANAGEMENT MARKET, BY VERTICAL, 2019–2023 (USD MILLION) 360 TABLE 314 AI MODEL RISK MANAGEMENT MARKET, BY VERTICAL 2024–2029 (USD MILLION) 360 TABLE 315 AI MODEL RISK MANAGEMENT MARKET, BY REGION, 2019–2023 (USD MILLION) 361 TABLE 316 AI MODEL RISK MANAGEMENT MARKET, BY REGION, 2024–2029 (USD MILLION) 361 TABLE 317 FRAUD DETECTION AND PREVENTION MARKET, BY FRAUD TYPE, 2018–2023 (USD MILLION) 364 TABLE 318 FRAUD DETECTION AND PREVENTION MARKET, BY FRAUD TYPE, 2024–2029 (USD MILLION) 365 TABLE 319 FRAUD DETECTION AND PREVENTION MARKET, BY OFFERING, 2018–2023 (USD MILLION) 365 TABLE 320 FRAUD DETECTION AND PREVENTION MARKET, BY OFFERING, 2024–2029 (USD MILLION) 365 TABLE 321 FRAUD DETECTION AND PREVENTION MARKET, BY DEPLOYMENT MODE, 2018–2023 (USD MILLION) 366 TABLE 322 FRAUD DETECTION AND PREVENTION MARKET, BY DEPLOYMENT MODE, 2024–2029 (USD MILLION) 366 TABLE 323 FRAUD DETECTION AND PREVENTION MARKET, BY ORGANIZATION SIZE, 2018–2023 (USD MILLION) 367 TABLE 324 FRAUD DETECTION AND PREVENTION MARKET, BY ORGANIZATION SIZE, 2024–2029 (USD MILLION) 367 TABLE 325 FRAUD DETECTION AND PREVENTION MARKET, BY VERTICAL, 2018–2023 (USD MILLION) 367 TABLE 326 FRAUD DETECTION AND PREVENTION MARKET, BY VERTICAL, 2024–2029 (USD MILLION) 368 TABLE 327 FRAUD DETECTION AND PREVENTION MARKET, BY REGION, 2018–2023 (USD MILLION) 368 TABLE 328 FRAUD DETECTION AND PREVENTION MARKET, BY REGION, 2024–2029 (USD MILLION) 369 _ _ FIGURE 1 RISK ANALYTICS MARKET: RESEARCH DESIGN 42 FIGURE 2 DATA TRIANGULATION 45 FIGURE 3 RISK ANALYTICS MARKET: TOP-DOWN AND BOTTOM-UP APPROACHES 46 FIGURE 4 MARKET SIZE ESTIMATION METHODOLOGY - APPROACH 1, BOTTOM-UP (SUPPLY-SIDE): REVENUE FROM RISK ANALYTICS SOLUTIONS/SERVICES 47 FIGURE 5 MARKET SIZE ESTIMATION METHODOLOGY- APPROACH 2, BOTTOM-UP (SUPPLY-SIDE): COLLECTIVE REVENUE FROM ALL RISK ANALYTICS SOLUTIONS/SERVICES 47 FIGURE 6 MARKET SIZE ESTIMATION METHODOLOGY-APPROACH 3, BOTTOM-UP (SUPPLY-SIDE): COLLECTIVE REVENUE FROM ALL RISK ANALYTICS SOLUTIONS/SERVICES 48 FIGURE 7 MARKET SIZE ESTIMATION METHODOLOGY-APPROACH 4, BOTTOM-UP (DEMAND-SIDE): SHARE OF RISK ANALYTICS THROUGH OVERALL RISK ANALYTICS SPENDING 49 FIGURE 8 SERVICES TO BE LARGEST OFFERING SEGMENT IN 2025 55 FIGURE 9 GOVERNANCE, RISK, AND COMPLIANCE SOFTWARE TO HOLD MAJOR SHARE IN 2025 55 FIGURE 10 CLOUD DEPLOYMENT MODE TO DOMINATE IN 2025 56 FIGURE 11 PROFESSIONAL SERVICES - LEADING SEGMENT IN 2025 56 FIGURE 12 CONSULTING TO BE DOMINANT AMONG PROFESSIONAL SERVICES IN 2025 56 FIGURE 13 FINANCE & ACCOUNTING TO BE MAJOR MANAGED SERVICE SEGMENT IN 2025 57 FIGURE 14 FINANCIAL RISKS TO ACCOUNT FOR MAJORITY OF MARKET, BY RISK TYPE, IN 2025 57 FIGURE 15 BFSI VERTICAL TO LEAD IN TERMS OF MARKET SHARE 58 FIGURE 16 ASIA PACIFIC TO REGISTER FASTEST GROWTH RATE DURING FORECAST PERIOD 58 FIGURE 17 RISING REGULATORY PRESSURE AND GROWING CYBERSECURITY RISKS DRIVE DEMAND 59 FIGURE 18 TECHNOLOGY RISKS TO HAVE HIGHEST GROWTH RATE DURING FORECAST PERIOD 60 FIGURE 19 GOVERNANCE, RISK, AND COMPLIANCE SOFTWARE AND FINANCIAL RISKS - LARGEST SHAREHOLDERS IN NORTH AMERICA IN 2025 60 FIGURE 20 NORTH AMERICA TO HOLD DOMINANT MARKET SHARE IN 2025 61 FIGURE 21 DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES: RISK ANALYTICS MARKET 62 FIGURE 22 EVOLUTION OF RISK ANALYTICS MARKET 73 FIGURE 23 RISK ANALYTICS MARKET: SUPPLY CHAIN ANALYSIS 75 FIGURE 24 KEY PLAYERS IN RISK ANALYTICS MARKET ECOSYSTEM 79 FIGURE 25 RISK ANALYTICS MARKET: INVESTMENT LANDSCAPE AND FUNDING SCENARIO 81 FIGURE 26 MARKET POTENTIAL OF GENERATIVE AI IN VARIOUS RISK ANALYTICS USE CASES 82 FIGURE 27 NUMBER OF PATENTS GRANTED, 2016–2025 98 FIGURE 28 REGIONAL ANALYSIS OF PATENTS GRANTED, 2016–2025 100 FIGURE 29 RISK ANALYTICS MARKET: PORTER’S FIVE FORCES ANALYSIS 105 FIGURE 30 TRENDS/DISRUPTIONS IMPACTING CUSTOMER BUSINESS 107 FIGURE 31 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS FOR KEY VERTICALS 108 FIGURE 32 KEY BUYING CRITERIA FOR TOP THREE VERTICALS 109 FIGURE 33 SOFTWARE SEGMENT TO GROW AT HIGHER CAGR DURING FORECAST PERIOD 114 FIGURE 34 THIRD-PARTY RISK MANAGEMENT TOOLS TO GROW FASTER DURING FORECAST PERIOD 116 FIGURE 35 CLOUD-BASED DEPLOYMENT MODE TO DOMINATE IN 2025 124 FIGURE 36 MANAGED SERVICES TO GROW AT HIGHER CAGR DURING FORECAST PERIOD 127 FIGURE 37 CONSULTING SERVICES – LARGEST SEGMENT IN 2025 129 FIGURE 38 MANAGED RISK ANALYTICS SERVICES TO HAVE HIGHEST CAGR DURING FORECAST PERIOD 134 FIGURE 39 TECHNOLOGY RISK SEGMENT TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD 143 FIGURE 40 BFSI SEGMENT TO DOMINATE IN 2025 164 FIGURE 41 NORTH AMERICA ACCOUNTS FOR LARGEST SHARE IN 2025 182 FIGURE 42 INDIA TO WITNESS FASTEST GROWTH DURING FORECAST PERIOD 183 FIGURE 43 NORTH AMERICA: RISK ANALYTICS MARKET SNAPSHOT 185 FIGURE 44 ASIA PACIFIC: RISK ANALYTICS MARKET SNAPSHOT 206 FIGURE 45 TOP FIVE PLAYERS DOMINATED MARKET IN LAST FIVE YEARS (USD MILLION) 244 FIGURE 46 SHARE OF LEADING COMPANIES IN RISK ANALYTICS MARKET, 2024 245 FIGURE 47 PRODUCT COMPARISON OF PROMINENT/LEADING VENDORS 247 FIGURE 48 FINANCIAL METRICS OF KEY VENDORS 248 FIGURE 49 YEAR-TO-DATE (YTD) PRICE TOTAL RETURN AND 5-YEAR STOCK BETA OF KEY VENDORS 249 FIGURE 50 RISK ANALYTICS MARKET: COMPANY EVALUATION MATRIX (KEY PLAYERS– SOFTWARE), 2024 250 FIGURE 51 RISK ANALYTICS MARKET (SOFTWARE): COMPANY FOOTPRINT (16 COMPANIES), 2024 251 FIGURE 52 RISK ANALYTICS MARKET: COMPANY EVALUATION MATRIX (KEY PLAYERS – SERVICES), 2024 256 FIGURE 53 RISK ANALYSIS MARKET (SERVICES): COMPANY FOOTPRINT (18 COMPANIES), 2024 257 FIGURE 54 RISK ANALYTICS MARKET: COMPANY EVALUATION MATRIX (STARTUPS/SMES), 2024 262 FIGURE 55 MOODY'S ANALYTICS: COMPANY SNAPSHOT 282 FIGURE 56 IBM: COMPANY SNAPSHOT 288 FIGURE 57 ORACLE: COMPANY SNAPSHOT 296 FIGURE 58 MARSH MCLENNAN: COMPANY SNAPSHOT 300 FIGURE 59 SAP: COMPANY SNAPSHOT 306 FIGURE 60 FIS: COMPANY SNAPSHOT 310 FIGURE 61 AON: COMPANY SNAPSHOT 319

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