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Report
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
Market Report I 2025-04-25 I 380 Pages I MarketsandMarkets
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.
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
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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
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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
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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 Libertes) (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 Protecao 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
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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
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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
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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
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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
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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
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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