出版：MarketsandMarkets（マーケッツアンドマーケッツ） 出版年月：2024年4月
Risk Analytics Market – Global Forecast to 2029
リスク分析市場 : オファリング [ソフトウェア (ETL ツール、リスク計算エンジン、GRC ソフトウェア)、サービス]、リスクタイプ (戦略的リスク、オペレーショナルリスク、財務的リスク、規制的リスク)、リスクステージ、業種および地域別 – 2029年までの世界予測
Risk Analytics Market by Offering (Software (ETL Tools, Risk Calculation Engines, GRC Software), Services), Risk Type (Strategic Risk, Operational Risk, Financial Risk, Regulatory Risk), Risk Stages, Vertical and Region – Global Forecast to 2029
| ページ数 | 343 |
| 図表数 | 407 |
| 価格 | |
| シングルユーザライセンス | USD 4,950 |
| マルチユーザライセンス（5名） | USD 6,650 |
| コーポレートライセンス | USD 8,150 |
| エンタープライズサイトライセンス | USD 10,000 |
| 種別 | 英文調査報告書 |
Report Overview
The global risk analytics market is valued at USD 59.7 billion in 2024 and is estimated to reach USD 180.9 billion in 2029, registering a CAGR of 24.8% during the forecast period. Risk analytics is a multidimensional approach used by organizations to identify, assess, and mitigate potential risks that may impact their operations, finances, reputation, or strategic objectives. At its core, risk analytics leverages data-driven insights and sophisticated algorithms to provide organizations with a comprehensive understanding of their risk landscape, enabling informed decision-making and proactive risk management strategies. Embracing risk analytics methodologies organizations can enhance their risk intelligence, enabling them to anticipate, assess, and mitigate risks effectively, ultimately safeguarding their long-term success and resilience.
“By offering, the Software segment is projected to hold the largest market size during the forecast period.”
The software segment within the risk analytics market is experiencing robust growth due to several key factors driving demand and adoption. Firstly, technological advancements have significantly enhanced the capabilities of risk analytics software, allowing for more sophisticated and comprehensive analysis of various types of risks faced by businesses across industries. These advancements include the integration of artificial intelligence, machine learning, and big data analytics, which enable more accurate risk assessment and predictive modeling. Moreover, the increasing complexity and interconnectedness of global markets have heightened the need for effective risk management solutions. Businesses are facing a myriad of risks, including financial, operational, regulatory, and cyber risks, which require sophisticated analytics tools to identify, assess, and mitigate effectively. Risk analytics software offers businesses the ability to analyze large volumes of data from diverse sources in real-time, enabling proactive risk management strategies and informed decision-making.
“By type, ETL tools is registered to grow at the highest CAGR during the forecast period.”
The growth of ETL (Extract, Transform, Load) tools can be attributed to several factors. Firstly, the increasing volume and complexity of data generated by various sources necessitate robust data management solutions, and ETL tools provide a structured framework for handling this data efficiently. Additionally, the demand for real-time or near-real-time analytics requires agile data integration processes, which ETL tools can facilitate through their ability to extract data from diverse sources and transform it into actionable insights swiftly. The rising emphasis on regulatory compliance mandates comprehensive data governance practices, and ETL tools offer features such as data quality management and audit trails that align with these requirements, thereby mitigating compliance risks. Furthermore, as organizations seek to enhance their risk modeling capabilities, ETL tools enable the integration of disparate data sets for more accurate and holistic risk assessments. Lastly, the growing adoption of cloud-based solutions and the need for scalability and flexibility in data management further drive the uptake of ETL tools, as they often offer cloud-native architectures and support for big data processing frameworks, ensuring adaptability to evolving business needs and technological landscapes within the risk analytics domain.
“Asia Pacific is projected to witness the highest CAGR during the forecast period.”
The Risk analytics market is experiencing a profound impact from the Asia-Pacific (APAC) region, propelled by its swift uptake of cutting-edge analytics, machine learning, and AI technologies. Key sectors such as finance, healthcare, and retail are harnessing data-driven insights to sharpen decision-making processes and secure competitive edges. APAC’s escalating digital transformation endeavors, coupled with a surge in cloud computing and big data analytics platforms, are stoking the demand for Risk analytics solutions. The region’s relentless drive to optimize operational efficiencies, enhance customer experiences, and achieve business scalability is fueling substantial investments and fostering innovation within the Risk analytics market across various industries..
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 Executives: 35%, Directors: 25%, and Others: 40%
- By Region: North America: 45%, Europe: 20%, Asia Pacific: 30%, RoW: 5%
Major vendors offering risk analytics solution and services across the globe are IBM (US), SAS Institute (US), Oracle (US), FIS(US), Moody’s Analytics (US), ProcessUnity(US), ServiceNow (US), Marsh (US), Aon (UK), MetricStream (US), Resolver (Canada), SAP (Germany), Milliman(US), LogicManager(US), Provenir(US), SAI360(US), Deloitte(UK), OneTrust(US), Diligent(US), Alteryx(US), CRISIL(India), Archer(US), ZestyAI(US), Fusion Risk Management(US), RiskVille(Ireland), SPIN Analytics(UK), Kyvos Insights(US), Imperva(US), Cirium(UK), Quantexa(UK), ClickUp(US), Sprinto(US), Ventiv(US), Adenza(US), Centrl.AI(Canada), SafetyCulture(Australia), Quantifi(US), CubeLogic(UK), Onspring(US), Riskoptics(US).
Research Coverage
The market study covers risk analytics across segments. It aims at estimating the market size and the growth potential across different segments, such as offering, risk type, risk stages , verticals, and region. It includes an in-depth competitive analysis of the key players in the market, their company profiles, key observations related to product and business offerings, recent developments, and key market strategies.
Key Benefits of Buying the Report
The report would provide the market leaders/new entrants in this market with information on the closest approximations of the revenue numbers for the overall market for risk analytics and its subsegments. It would help stakeholders understand the competitive landscape and gain more insights better to position their business and plan suitable go-to-market strategies. It also helps stakeholders understand the pulse of the market and provides them with information on key market drivers, restraints, challenges, and opportunities.
The report provides insights on the following pointers:
• Analysis of key drivers (Growing incidences data theft and security breaches, Rising government compliance with stringent industry regulations, Increasing complexities across business processes Rising digitalization and business process automation, Growing Awareness of Risk Management to fuel the growth of the market), restraints (High cost and complexity in software installation and configuration, Resistance to Change, Inability to quantify RoI), opportunities (Adoption of AI and blockchain technology in the market , Rising innovations in the FinTech industry, Increasing workforce management investments, Surging adoption of proactively assessing and mitigating potential risks in supply chain operations), and challenges (Integration of data from data silos, Scarcity of highly skilled professionals in the field of risk management) influencing the growth of the risk analytics market
• 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 analyses the risk analytics market across varied regions.
• Market Diversification: Exhaustive information about new products & services, untapped geographies, recent developments, and investments in risk analytics market strategies; the report also helps stakeholders understand the pulse of the risk analytics market and provides them with information on key market drivers, restraints, challenges, and opportunities.
• Competitive Assessment: In-depth assessment of market shares, growth strategies, and service offerings of leading players such as IBM (US), Oracle (US), Aon(US) ,Moody’s Analytics(US) and FIS(US) among others in the risk analytics market.
Table of Contents
1 INTRODUCTION 33
1.1 STUDY OBJECTIVES 33
1.2 MARKET DEFINITION 33
1.2.1 INCLUSIONS AND EXCLUSIONS 34
1.3 STUDY SCOPE 35
1.3.1 MARKET SEGMENTATION 35
1.3.2 REGIONS COVERED 36
1.3.3 YEARS CONSIDERED 36
1.4 CURRENCY CONSIDERED 37
TABLE 1 USD EXCHANGE RATE, 2020–2023 37
1.5 STAKEHOLDERS 37
1.6 SUMMARY OF CHANGES 37
1.6.1 RECESSION IMPACT 38
2 RESEARCH METHODOLOGY 39
2.1 RESEARCH DATA 39
FIGURE 1 RISK ANALYTICS MARKET: RESEARCH DESIGN 39
2.1.1 SECONDARY DATA 40
2.1.2 PRIMARY DATA 40
TABLE 2 PRIMARY INTERVIEWS 40
2.1.2.1 Breakup of primary profiles 41
2.1.2.2 Key industry insights 41
2.2 DATA TRIANGULATION 42
FIGURE 2 RISK ANALYTICS MARKET: DATA TRIANGULATION 42
2.3 MARKET SIZE ESTIMATION 43
FIGURE 3 TOP-DOWN AND BOTTOM-UP APPROACHES 43
2.3.1 TOP-DOWN APPROACH 43
2.3.2 BOTTOM-UP APPROACH 44
FIGURE 4 APPROACH 1 (SUPPLY-SIDE): REVENUE OF SOFTWARE/SERVICES OF RISK ANALYTICS MARKET 44
FIGURE 5 APPROACH 2, BOTTOM-UP (SUPPLY-SIDE): COLLECTIVE REVENUE OF ALL RISK ANALYTICS SOFTWARE/SERVICES 45
FIGURE 6 APPROACH 3, BOTTOM-UP (SUPPLY-SIDE): COLLECTIVE REVENUE FROM ALL RISK ANALYTICS SOFTWARE/SERVICES 45
FIGURE 7 APPROACH 4, BOTTOM-UP (DEMAND-SIDE): SHARE OF RISK ANALYTICS THROUGH OVERALL RISK ANALYTICS SPENDING 46
2.4 MARKET FORECAST 47
TABLE 3 FACTOR ANALYSIS 47
2.5 RESEARCH ASSUMPTIONS 48
2.6 LIMITATIONS 49
2.7 IMPLICATION OF RECESSION ON GLOBAL RISK ANALYTICS MARKET 50
TABLE 4 RECESSION IMPACT ON RISK ANALYTICS MARKET 50
3 EXECUTIVE SUMMARY 52
TABLE 5 GLOBAL RISK ANALYTICS MARKET AND GROWTH RATE, 2019–2023 (USD MILLION, Y-O-Y%) 53
TABLE 6 GLOBAL RISK ANALYTICS MARKET AND GROWTH RATE, 2024–2029 (USD MILLION, Y-O-Y%) 53
FIGURE 8 SOFTWARE SEGMENT EXPECTED TO ACCOUNT FOR LARGEST MARKET IN 2024 53
FIGURE 9 GRC SOFTWARE ESTIMATED TO ACCOUNT FOR LARGEST MARKET IN 2024 54
FIGURE 10 CLOUD DEPLOYMENT ESTIMATED TO ACCOUNT FOR LARGEST MARKET IN 2024 54
FIGURE 11 PROFESSIONAL SERVICES SEGMENT ESTIMATED TO ACCOUNT FOR LARGEST MARKET IN 2024 55
FIGURE 12 CONSULTING SERVICES SEGMENT ESTIMATED TO HOLDLARGEST MARKET IN 2024 55
FIGURE 13 RISK IDENTIFICATION SEGMENT ESTIMATED TO ACCOUNT FOR LARGEST MARKET IN 2024 56
FIGURE 14 STRATEGIC RISK SEGMENT ESTIMATED TO ACCOUNT FOR LARGEST MARKET IN 2024 56
FIGURE 15 OPERATIONAL RISK SEGMENT ESTIMATED TO ACCOUNT FOR LARGEST MARKET IN 2024 57
FIGURE 16 BFSI ESTIMATED TO ACCOUNT FOR LARGEST MARKET IN 2024 57
FIGURE 17 NORTH AMERICA MARKET ESTIMATED TO ACCOUNT FOR LARGEST SHARE IN 2024 58
4 PREMIUM INSIGHTS 59
4.1 ATTRACTIVE OPPORTUNITIES IN RISK ANALYTICS MARKET 59
FIGURE 18 GROWING ADVENT OF ML & AI TO MAXIMIZE POTENTIAL OF RISK ANALYTICS 59
4.2 OVERVIEW OF RECESSION IN GLOBAL RISK ANALYTICS MARKET 59
FIGURE 19 RISK ANALYTICS MARKET TO WITNESS MINOR DECLINE IN Y-O-Y GROWTH IN 2024 59
4.3 RISK ANALYTICS MARKET, BY RISK STAGE 60
FIGURE 20 RISK IDENTIFICATION SEGMENT ESTIMATED TO ACCOUNT FOR LARGEST MARKET 60
4.4 RISK ANALYTICS MARKET, BY OFFERING AND KEY VERTICAL 60
FIGURE 21 SOFTWARE AND BFSI SEGMENTS ESTIMATED TO ACCOUNT FOR SIGNIFICANT MARKET SHARES 60
4.5 RISK ANALYTICS MARKET, BY REGION 61
FIGURE 22 NORTH AMERICA DOMINATED RISK ANALYTICS MARKET IN 2024 61
5 MARKET OVERVIEW AND INDUSTRY TRENDS 62
5.1 INTRODUCTION 62
5.2 MARKET DYNAMICS 62
FIGURE 23 DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES: RISK ANALYTICS MARKET 62
5.2.1 DRIVERS 63
5.2.1.1 Growing incidences of data theft and security breaches 63
5.2.1.2 Rising government compliance with stringent industry regulations 63
5.2.1.3 Increasing complexities across business processes 64
5.2.1.4 Rising digitalization and business process automation 64
5.2.1.5 Growing awareness of risk management 64
5.2.2 RESTRAINTS 65
5.2.2.1 High cost and complexity in software installation and configuration 65
5.2.2.2 Resistance to change 65
5.2.3 OPPORTUNITIES 65
5.2.3.1 Adoption of AI and blockchain technology 65
5.2.3.2 Rising innovations in FinTech industry 66
5.2.3.3 Increasing workforce management investments 66
5.2.3.4 Surging adoption of proactively assessing and mitigating potential risks in supply chain operations 66
5.2.4 CHALLENGES 67
5.2.4.1 Integration of data from data silos 67
5.2.4.2 Scarcity of highly skilled professionals in field of risk management 67
5.3 CASE STUDY ANALYSIS 68
5.3.1 MASTERCARD BUILT SAFER PAYMENTS ECOSYSTEM WITH FOURTH-PARTY RISK MONITORING PROGRAM 68
5.3.2 SANDVIK’S TREASURY TEAM TRANSFORMED ITS DISPARATE PROCESSES WITH FIS TREASURY AND RISK MANAGER – QUANTUM EDITION AND FIS PAYMENT HUB – ENTERPRISE EDITION 68
5.3.3 ZENGRC PLATFORM HELPED AERA TECHNOLOGY MANAGE COMPLIANCE INITIATIVES EFFICIENTLY 69
5.3.4 NEW ZEALAND SUPERANNUATION FUND (NZSF) USED QUANTIFI’S SOLUTION FOR CREDIT AND LIQUIDITY RISK MANAGEMENT 69
5.3.5 PIRAEUS BANK USED QUANTIFI XVA SOLUTION TO ADDRESS ITS REGULATORY REQUIREMENTS 69
5.3.6 POWER MAPPING ELEMENT OF VERISK MAPLECROFT’S RISK ANALYSIS SERVICE UTILIZED TO INFORM BUSINESS DECISIONS 70
5.3.7 REGIONAL BANK DEPLOYED ONESPAN RISK ANALYTICS SOLUTION TO CURTAIL FRAUD 70
5.3.8 BANK DEPLOYED AXIOMSL’S IFRS 9 SOLUTION FOR DATA AND CREDIT MODEL TRANSPARENCY 70
5.4 EVOLUTION OF RISK ANALYTICS MARKET 71
FIGURE 24 EVOLUTION OF RISK ANALYTICS MARKET 71
5.5 ECOSYSTEM ANALYSIS 72
FIGURE 25 KEY PLAYERS IN RISK ANALYTICS MARKET ECOSYSTEM 72
TABLE 7 ROLE OF PLAYERS IN RISK ANALYTICS MARKET ECOSYSTEM 72
5.5.1 SOFTWARE PROVIDERS 74
5.5.2 SERVICE PROVIDERS 74
5.5.3 END USERS 74
5.5.4 REGULATORY BODIES 74
5.6 TECHNOLOGICAL ANALYSIS 75
5.6.1 KEY TECHNOLOGIES 75
5.6.1.1 Artificial Intelligence (AI) 75
5.6.1.2 Big Data 75
5.6.1.3 Cybersecurity 75
5.6.2 ADJACENT TECHNOLOGIES 76
5.6.2.1 Cloud Computing 76
5.6.2.2 Internet of Things (IoT) 76
5.6.3 COMPLEMENTARY TECHNOLOGIES 76
5.6.3.1 AR/VR 76
5.6.3.2 RPA 76
5.7 REGULATORY LANDSCAPE 77
5.7.1 REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 77
TABLE 8 NORTH AMERICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 77
TABLE 9 EUROPE: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 78
TABLE 10 ASIA PACIFIC: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 78
TABLE 11 MIDDLE EAST & AFRICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 79
TABLE 12 LATIN AMERICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 79
5.7.1.1 North America 79
5.7.1.1.1 US 79
5.7.1.1.2 Canada 80
5.7.1.2 Europe 80
5.7.1.3 Asia Pacific 80
5.7.1.3.1 China 80
5.7.1.3.2 India 80
5.7.1.3.3 Japan 80
5.7.1.4 Middle East & Africa 80
5.7.1.4.1 UAE 81
5.7.1.4.2 KSA 81
5.7.1.4.3 South Africa 81
5.7.1.5 Latin America 81
5.7.1.5.1 Brazil 81
5.7.1.5.2 Mexico 81
5.8 SUPPLY CHAIN ANALYSIS 82
FIGURE 26 SUPPLY CHAIN ANALYSIS 82
5.9 PRICING ANALYSIS 83
5.9.1 AVERAGE SELLING PRICE TRENDS OF KEY PLAYERS, BY SOFTWARE TYPE 83
FIGURE 27 AVERAGE SELLING PRICE TRENDS OF KEY PLAYERS, BY SOFTWARE TYPE 83
TABLE 13 AVERAGE SELLING PRICE TRENDS OF KEY PLAYERS, BY SOFTWARE TYPE 83
5.9.2 INDICATIVE PRICING ANALYSIS OF RISK ANALYTICS, BY OFFERING 84
TABLE 14 INDICATIVE PRICING LEVELS OF RISK ANALYTICS, BY OFFERING 84
5.10 KEY CONFERENCES & EVENTS IN 2024–2025 85
TABLE 15 RISK ANALYTICS MARKET: DETAILED LIST OF CONFERENCES & EVENTS 85
5.11 PATENT ANALYSIS 86
5.11.1 METHODOLOGY 86
5.11.2 PATENTS FILED, BY DOCUMENT TYPE 86
TABLE 16 PATENTS FILED, 2013–2023 86
5.11.3 INNOVATION AND PATENT APPLICATIONS 86
FIGURE 28 NUMBER OF PATENTS GRANTED, 2013–2023 86
5.11.3.1 Top ten applicants in risk analytics market 87
FIGURE 29 TOP TEN APPLICANTS IN RISK ANALYTICS MARKET, 2013–2023 87
FIGURE 30 REGIONAL ANALYSIS OF PATENTS GRANTED FOR RISK ANALYTICS MARKET, 2013–2023 87
TABLE 17 TOP 20 PATENT OWNERS IN RISK ANALYTICS MARKET, 2013–2023 87
TABLE 18 LIST OF FEW PATENTS GRANTED IN RISK ANALYTICS MARKET, 2022–2023 89
5.12 PORTER’S FIVE FORCES’ ANALYSIS 92
FIGURE 31 PORTER’S FIVE FORCES’ ANALYSIS 92
TABLE 19 RISK ANALYTICS MARKET: PORTER’S FIVE FORCES’ ANALYSIS 93
5.12.1 THREAT OF NEW ENTRANTS 93
5.12.2 THREAT OF SUBSTITUTES 93
5.12.3 BARGAINING POWER OF SUPPLIERS 93
5.12.4 BARGAINING POWER OF BUYERS 94
5.12.5 INTENSITY OF COMPETITIVE RIVALRY 94
5.13 KEY STAKEHOLDERS & BUYING CRITERIA 94
5.13.1 KEY STAKEHOLDERS IN BUYING PROCESS 94
FIGURE 32 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS FOR KEY VERTICALS 94
TABLE 20 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS FOR KEY VERTICALS 95
5.13.2 BUYING CRITERIA 95
FIGURE 33 KEY BUYING CRITERIA FOR TOP THREE VERTICALS 95
TABLE 21 KEY BUYING CRITERIA FOR TOP THREE VERTICALS 95
5.14 TRENDS/DISRUPTIONS IMPACTING CUSTOMERS’ BUSINESSES 96
FIGURE 34 TRENDS/DISRUPTIONS IMPACTING CUSTOMERS’ BUSINESSES 96
5.15 RISK ANALYTICS TECHNIQUES/TOOLS 96
5.15.1 FAILURE MODE AND EFFECTS ANALYSIS (FMEA) 96
5.15.2 RISK MATRIX 97
5.15.3 BOWTIE MODEL 97
5.15.4 DECISION TREE 97
5.16 INVESTMENT AND FUNDING SCENARIO 97
FIGURE 35 RISK ANALYTICS MARKET: INVESTMENT LANDSCAPE, 2019–2023 98
6 RISK ANALYTICS MARKET, BY OFFERING 99
6.1 INTRODUCTION 100
6.1.1 OFFERING: RISK ANALYTICS MARKET DRIVERS 100
FIGURE 36 SERVICES SEGMENT TO LEAD MARKET DURING FORECAST PERIOD 100
TABLE 22 RISK ANALYTICS MARKET, BY OFFERING, 2019–2023 (USD MILLION) 101
TABLE 23 RISK ANALYTICS MARKET, BY OFFERING, 2024–2029 (USD MILLION) 101
6.2 SOFTWARE 101
6.2.1 RISK ANALYTICS SOFTWARE TO FACILITATE COMPLIANCE MONITORING AND VENDOR RISK MANAGEMENT 101
TABLE 24 RISK ANALYTICS SOFTWARE MARKET, BY REGION, 2019–2023 (USD MILLION) 101
TABLE 25 RISK ANALYTICS SOFTWARE MARKET, BY REGION, 2024–2029 (USD MILLION) 102
6.2.2 TYPE 102
FIGURE 37 GRC SOFTWARE SEGMENT ESTIMATED TO ACCOUNT FOR LARGEST MARKET SHARE DURING FORECAST PERIOD 102
TABLE 26 RISK ANALYTICS MARKET, BY TYPE, 2019–2023 (USD MILLION) 103
TABLE 27 RISK ANALYTICS MARKET, BY TYPE, 2024–2029 (USD MILLION) 103
6.2.2.1 ETL tools 103
TABLE 28 ETL TOOLS: RISK ANALYTICS MARKET, BY REGION, 2019–2023 (USD MILLION) 104
TABLE 29 ETL TOOLS: RISK ANALYTICS MARKET, BY REGION, 2024–2029 (USD MILLION) 104
6.2.2.2 Risk calculation engines 104
TABLE 30 RISK CALCULATION ENGINES: RISK ANALYTICS MARKET, BY REGION, 2019–2023 (USD MILLION) 105
TABLE 31 RISK CALCULATION ENGINES: RISK ANALYTICS MARKET, BY REGION, 2024–2029 (USD MILLION) 105
6.2.2.3 Scorecard & visualization tools 105
TABLE 32 SCORECARD & VISUALIZATION TOOLS: RISK ANALYTICS MARKET, BY REGION, 2019–2023 (USD MILLION) 106
TABLE 33 SCORECARD & VISUALIZATION TOOLS: RISK ANALYTICS MARKET, BY REGION, 2024–2029 (USD MILLION) 106
6.2.2.4 Risk reporting tools 106
TABLE 34 RISK REPORTING TOOLS: RISK ANALYTICS MARKET, BY REGION, 2019–2023 (USD MILLION) 107
TABLE 35 RISK REPORTING TOOLS: RISK ANALYTICS MARKET, BY REGION, 2024–2029 (USD MILLION) 107
6.2.2.4.1 Pre-built parameterized standard reports 107
6.2.2.4.2 Drill down & through reporting 108
6.2.2.4.3 Audit & data quality reports 108
6.2.2.4.4 Enterprise reporting 108
6.2.2.4.5 Compliance reporting 108
6.2.2.4.6 Other risk reporting tools 109
6.2.2.5 Dashboard analytics 109
TABLE 36 DASHBOARD ANALYTICS: RISK ANALYTICS MARKET, BY REGION, 2019–2023 (USD MILLION) 109
TABLE 37 DASHBOARD ANALYTICS: RISK ANALYTICS MARKET, BY REGION, 2024–2029 (USD MILLION) 110
6.2.2.6 GRC software 110
TABLE 38 GRC SOFTWARE: RISK ANALYTICS MARKET, BY REGION, 2019–2023 (USD MILLION) 110
TABLE 39 GRC SOFTWARE: RISK ANALYTICS MARKET, BY REGION, 2024–2029 (USD MILLION) 111
6.2.2.7 Other types 111
TABLE 40 OTHER TYPES: RISK ANALYTICS MARKET, BY REGION, 2019–2023 (USD MILLION) 111
TABLE 41 OTHER TYPES: RISK ANALYTICS MARKET, BY REGION, 2024–2029 (USD MILLION) 112
6.2.3 DEPLOYMENT MODE 112
FIGURE 38 CLOUD SEGMENT TO LEAD MARKET DURING FORECAST PERIOD 112
TABLE 42 RISK ANALYTICS MARKET, BY DEPLOYMENT MODE, 2019–2023 (USD MILLION) 112
TABLE 43 RISK ANALYTICS MARKET, BY DEPLOYMENT MODE, 2024–2029 (USD MILLION) 113
6.2.3.1 Cloud 113
TABLE 44 CLOUD: RISK ANALYTICS MARKET, BY REGION, 2019–2023 (USD MILLION) 113
TABLE 45 CLOUD: RISK ANALYTICS MARKET, BY REGION, 2024–2029 (USD MILLION) 113
6.2.3.2 On-premises 114
TABLE 46 ON-PREMISES: RISK ANALYTICS MARKET, BY REGION, 2019–2023 (USD MILLION) 114
TABLE 47 ON-PREMISES: RISK ANALYTICS MARKET, BY REGION, 2024–2029 (USD MILLION) 114
6.3 SERVICES 115
6.3.1 NAVIGATING LANDSCAPE OF RISK WITH ANALYTICS SERVICES 115
FIGURE 39 PROFESSIONAL SERVICES SEGMENT TO ACCOUNT FOR LARGEST MARKET SHARE DURING FORECAST PERIOD 115
TABLE 48 SERVICES: RISK ANALYTICS MARKET, BY REGION, 2019–2023 (USD MILLION) 115
TABLE 49 SERVICES: RISK ANALYTICS MARKET, BY REGION, 2024–2029 (USD MILLION) 116
6.3.2 PROFESSIONAL SERVICES 116
FIGURE 40 SYSTEM & MAINTENANCE SEGMENT TO LEAD MARKET DURING FORECAST PERIOD 116
TABLE 50 PROFESSIONAL SERVICES: RISK ANALYTICS MARKET, BY REGION, 2019–2023 (USD MILLION) 117
TABLE 51 PROFESSIONAL SERVICES: RISK ANALYTICS MARKET, BY REGION, 2024–2029 (USD MILLION) 117
6.3.2.1 Consulting services 117
TABLE 52 CONSULTING SERVICES: RISK ANALYTICS MARKET, BY REGION, 2019–2023 (USD MILLION) 118
TABLE 53 CONSULTING SERVICES: RISK ANALYTICS MARKET, BY REGION, 2024–2029 (USD MILLION) 118
6.3.2.2 Deployment & integration 118
TABLE 54 DEPLOYMENT & INTEGRATION: RISK ANALYTICS MARKET, BY REGION, 2019–2023 (USD MILLION) 119
TABLE 55 DEPLOYMENT & INTEGRATION: RISK ANALYTICS MARKET, BY REGION, 2024–2029 (USD MILLION) 119
6.3.2.3 Support & maintenance 119
TABLE 56 SUPPORT & MAINTENANCE: RISK ANALYTICS MARKET, BY REGION, 2019–2023 (USD MILLION) 120
TABLE 57 SUPPORT & MAINTENANCE: RISK ANALYTICS MARKET, BY REGION, 2024–2029 (USD MILLION) 120
6.3.3 MANAGED SERVICES 120
TABLE 58 MANAGED SERVICES: RISK ANALYTICS MARKET, BY REGION, 2019–2023 (USD MILLION) 121
TABLE 59 MANAGED SERVICES: RISK ANALYTICS MARKET, BY REGION, 2024–2029 (USD MILLION) 121
7 RISK ANALYTICS MARKET, BY RISK TYPE 122
7.1 INTRODUCTION 123
7.1.1 RISK TYPE: RISK ANALYTICS MARKET DRIVERS 123
FIGURE 41 REGULATORY RISK SEGMENT EXPECTED TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD 123
TABLE 60 RISK ANALYTICS MARKET, BY RISK TYPE, 2019–2023 (USD MILLION) 124
TABLE 61 RISK ANALYTICS MARKET, BY RISK TYPE, 2024–2029 (USD MILLION) 124
7.2 STRATEGIC RISK 124
7.2.1 RISK ANALYTICS TO OFFER PREDICTIVE CAPABILITIES, SCENARIO ANALYSIS, AND COMPREHENSIVE RISK ASSESSMENTS 124
FIGURE 42 FINANCIAL RISK SEGMENT EXPECTED TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD 125
TABLE 62 STRATEGIC RISK: RISK ANALYTICS MARKET, BY TYPE, 2019–2023 (USD MILLION) 125
TABLE 63 STRATEGIC RISK: RISK ANALYTICS MARKET, BY TYPE, 2024–2029 (USD MILLION) 125
TABLE 64 STRATEGIC RISK: RISK ANALYTICS MARKET, BY REGION, 2019–2023 (USD MILLION) 126
TABLE 65 STRATEGIC RISK: RISK ANALYTICS MARKET, BY REGION, 2024–2029 (USD MILLION) 126
7.2.2 OPERATIONAL RISK 126
TABLE 66 OPERATIONAL RISK: RISK ANALYTICS MARKET, BY REGION, 2019–2023 (USD MILLION) 126
TABLE 67 OPERATIONAL RISK: RISK ANALYTICS MARKET, BY REGION, 2024–2029 (USD MILLION) 127
7.2.2.1 Real-time monitoring 127
7.2.2.2 Automated risk assessments 127
7.2.2.3 Equipment failures 127
7.2.2.4 Human errors 128
7.2.2.5 Supply chain disruptions 128
7.2.2.6 Model risk 128
7.2.2.7 Other operational risk types 128
7.2.3 REPUTATIONAL RISK 129
TABLE 68 REPUTATIONAL RISK: RISK ANALYTICS MARKET, BY REGION, 2019–2023 (USD MILLION) 129
TABLE 69 REPUTATIONAL RISK: RISK ANALYTICS MARKET, BY REGION, 2024–2029 (USD MILLION) 129
7.2.3.1 Negative publicity 130
7.2.3.2 Customer dissatisfaction 130
7.2.3.3 Competitive risk 130
7.2.3.4 Product recall risk 130
7.2.3.5 Ethical controversies 131
7.2.3.6 Proactive crisis management 131
7.2.3.7 Other reputational risks 131
7.2.4 POLITICAL RISK 131
TABLE 70 POLITICAL RISK: RISK ANALYTICS MARKET, BY REGION, 2019–2023 (USD MILLION) 132
TABLE 71 POLITICAL RISK: RISK ANALYTICS MARKET, BY REGION, 2024–2029 (USD MILLION) 132
7.2.4.1 Political instability 132
7.2.4.2 Trade restrictions 132
7.2.4.3 Tax policy reform 133
7.2.4.4 Other political risks 133
7.2.5 GOVERNANCE RISK 133
TABLE 72 GOVERNANCE RISK: RISK ANALYTICS MARKET, BY REGION, 2019–2023 (USD MILLION) 133
TABLE 73 GOVERNANCE RISK: RISK ANALYTICS MARKET, BY REGION, 2024–2029 (USD MILLION) 134
7.2.5.1 Weak corporate governance 134
7.2.5.2 Lack of oversight 134
7.2.5.3 Data retention 134
7.2.5.4 Other governance risks 134
7.2.6 FINANCIAL RISK 135
TABLE 74 FINANCIAL RISK: RISK ANALYTICS MARKET, BY REGION, 2019–2023 (USD MILLION) 135
TABLE 75 FINANCIAL RISK: RISK ANALYTICS MARKET, BY REGION, 2024–2029 (USD MILLION) 135
7.2.6.1 Capital management 135
7.2.6.2 Trading risk 136
7.2.6.3 Inadequate financial planning 136
7.2.6.4 Liquidity risk 136
7.2.6.5 Credit risk 136
7.2.6.6 Anti-money laundering 136
7.2.6.7 Payment fraud detection 137
7.2.6.8 Other financial risks 137
7.3 REGULATORY RISK 137
TABLE 76 REGULATORY RISK: RISK ANALYTICS MARKET, BY REGION, 2019–2023 (USD MILLION) 137
TABLE 77 REGULATORY RISK: RISK ANALYTICS MARKET, BY REGION, 2024–2029 (USD MILLION) 138
7.3.1 TARIFFS AND TRADE POLICIES 138
7.3.2 MINIMUM WAGE LAWS 138
7.3.3 LACK OF AWARENESS AND TRAINING 138
7.3.4 OTHER REGULATORY RISKS 139
7.4 ENVIRONMENTAL RISK 139
7.4.1 ENVIRONMENTAL RISK MANAGEMENT FOR BALANCING SUSTAINABILITY AND GROWTH 139
TABLE 78 ENVIRONMENTAL RISK: RISK ANALYTICS MARKET, BY REGION, 2019–2023 (USD MILLION) 139
TABLE 79 ENVIRONMENTAL RISK: RISK ANALYTICS MARKET, BY REGION, 2024–2029 (USD MILLION) 139
7.4.2 NATURAL DISASTERS 140
7.4.3 CLIMATE CHANGE 140
7.4.4 POLLUTION 140
7.4.5 BIODIVERSITY LOSS 140
7.4.6 HUMAN ACTIVITIES 141
7.4.7 TOXIC HAZARD RISK ASSESSMENT 141
7.4.8 OTHER ENVIRONMENTAL RISKS 141
7.5 OTHER RISK TYPES 141
TABLE 80 OTHER RISK TYPES: RISK ANALYTICS MARKET, BY REGION, 2019–2023 (USD MILLION) 142
TABLE 81 OTHER RISK TYPES: RISK ANALYTICS MARKET, BY REGION, 2024–2029 (USD MILLION) 142
8 RISK ANALYTICS MARKET, BY RISK STAGE 143
8.1 INTRODUCTION 144
8.1.1 RISK STAGE: RISK ANALYTICS MARKET DRIVERS 144
FIGURE 43 RISK ASSESSMENT & PRIORITIZATION SEGMENT EXPECTED TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD 144
TABLE 82 RISK ANALYTICS MARKET, BY RISK STAGE, 2019–2023 (USD MILLION) 145
TABLE 83 RISK ANALYTICS MARKET, BY RISK STAGE, 2024–2029 (USD MILLION) 145
8.2 RISK IDENTIFICATION 145
8.2.1 SYSTEMATIC IDENTIFICATION OF RISKS TO HELP BUSINESSES PROACTIVELY IMPLEMENT MITIGATION STRATEGIES AND ALLOCATE RESOURCES EFFECTIVELY 145
TABLE 84 RISK IDENTIFICATION: RISK ANALYTICS MARKET, BY REGION, 2019–2023 (USD MILLION) 146
TABLE 85 RISK IDENTIFICATION: RISK ANALYTICS MARKET, BY REGION, 2024–2029 (USD MILLION) 146
8.3 RISK ASSESSMENT & PRIORITIZATION 146
8.3.1 SYSTEMATIC APPROACH TO ENSURE RISK MANAGEMENT STRATEGIES ARE ALIGNED WITH BUSINESS OBJECTIVES 146
TABLE 86 RISK ASSESSMENT & PRIORITIZATION: RISK ANALYTICS MARKET, BY REGION, 2019–2023 (USD MILLION) 147
TABLE 87 RISK ASSESSMENT & PRIORITIZATION: RISK ANALYTICS MARKET, BY REGION, 2024–2029 (USD MILLION) 147
8.4 RISK RESPONSE & MITIGATION 147
8.4.1 MITIGATION OF POTENTIAL RISKS TO ENSURE COST SAVINGS AND REGULATORY COMPLIANCE 147
TABLE 88 RISK RESPONSE & MITIGATION: RISK ANALYTICS MARKET, BY REGION, 2019–2023 (USD MILLION) 148
TABLE 89 RISK RESPONSE & MITIGATION: RISK ANALYTICS MARKET, BY REGION, 2024–2029 (USD MILLION) 148
8.5 RISK MONITORING 148
8.5.1 ONGOING SURVEILLANCE TO HELP NAVIGATE UNCERTAINTIES AND MAINTAIN RESILIENCE 148
TABLE 90 RISK MONITORING: RISK ANALYTICS MARKET, BY REGION, 2019–2023 (USD MILLION) 149
TABLE 91 RISK MONITORING: RISK ANALYTICS MARKET, BY REGION, 2024–2029 (USD MILLION) 149
8.6 RISK REPORTING 149
8.6.1 EFFECTIVE RISK REPORTING ESSENTIAL FOR MAINTAINING STABILITY, ENSURING COMPLIANCE, AND SUPPORTING STRATEGIC DECISION-MAKING 149
TABLE 92 RISK REPORTING: RISK ANALYTICS MARKET, BY REGION, 2019–2023 (USD MILLION) 150
TABLE 93 RISK REPORTING: RISK ANALYTICS MARKET, BY REGION, 2024–2029 (USD MILLION) 150
9 RISK ANALYTICS MARKET, BY VERTICAL 151
9.1 INTRODUCTION 152
9.1.1 VERTICAL: RISK ANALYTICS DRIVERS 152
FIGURE 44 BFSI SEGMENT TO ACCOUNT FOR THE LARGEST MARKET BY 2029 152
TABLE 94 RISK ANALYTICS MARKET, BY VERTICAL, 2019–2023 (USD MILLION) 153
TABLE 95 RISK ANALYTICS MARKET, BY VERTICAL, 2024–2029 (USD MILLION) 153
9.2 BFSI 154
9.2.1 RISK ANALYTICS TO ASSIST IN MAKING INFORMED DATA-DRIVEN DECISIONS AND ENHANCE OPERATIONAL EFFICIENCY 154
TABLE 96 BANKING, FINANCIAL SERVICES, AND INSURANCE: USE CASES 154
TABLE 97 BFSI: RISK ANALYTICS MARKET, BY REGION, 2019–2023 (USD MILLION) 155
TABLE 98 BFSI: RISK ANALYTICS MARKET, BY REGION, 2024–2029 (USD MILLION) 155
9.3 RETAIL & ECOMMERCE 155
9.3.1 RISK ANALYTICS TO HELP IDENTIFY, ASSESS, AND MITIGATE VARIOUS RISKS 155
TABLE 99 RETAIL & ECOMMERCE: USE CASES 156
TABLE 100 RETAIL & ECOMMERCE: RISK ANALYTICS MARKET, BY REGION, 2019–2023 (USD MILLION) 156
TABLE 101 RETAIL & ECOMMERCE: RISK ANALYTICS MARKET, BY REGION, 2024–2029 (USD MILLION) 156
9.4 HEALTHCARE & LIFE SCIENCES 157
9.4.1 DATA ANALYSIS TECHNIQUES TO IDENTIFY, EVALUATE, AND MANAGE RISKS ACROSS VARIOUS DOMAINS 157
TABLE 102 HEALTHCARE & LIFE SCIENCES: USE CASES 157
TABLE 103 HEALTHCARE & LIFE SCIENCES: RISK ANALYTICS MARKET, BY REGION, 2019–2023 (USD MILLION) 157
TABLE 104 HEALTHCARE & LIFE SCIENCES: RISK ANALYTICS MARKET, BY REGION, 2024–2029 (USD MILLION) 158
9.5 TELECOMMUNICATIONS 158
9.5.1 TECHNOLOGICAL ADVANCEMENTS TO ENABLE IDENTIFICATION OF SYSTEM ANOMALIES AND DETECTION OF FRAUDULENT ACTIVITIES 158
TABLE 105 TELECOMMUNICATIONS: USE CASES 158
TABLE 106 TELECOMMUNICATIONS: RISK ANALYTICS MARKET, BY REGION, 2019–2023 (USD MILLION) 159
TABLE 107 TELECOMMUNICATIONS: RISK ANALYTICS MARKET, BY REGION, 2024–2029 (USD MILLION) 159
9.6 ENERGY & UTILITIES 159
9.6.1 RISK ANALYTICS TOOLS TO IDENTIFY AND ADDRESS ENVIRONMENTAL RISKS 159
TABLE 108 ENERGY & UTILITIES: USE CASES 160
TABLE 109 ENERGY & UTILITIES: RISK ANALYTICS MARKET, BY REGION, 2019–2023 (USD MILLION) 160
TABLE 110 ENERGY & UTILITIES: RISK ANALYTICS MARKET, BY REGION, 2024–2029 (USD MILLION) 160
9.7 MANUFACTURING 161
9.7.1 REGULAR REPORTING AND MONITORING TO HELP TRACK RISKS AND THREATS 161
TABLE 111 MANUFACTURING: USE CASES 161
TABLE 112 MANUFACTURING: RISK ANALYTICS MARKET, BY REGION, 2019–2023 (USD MILLION) 161
TABLE 113 MANUFACTURING: RISK ANALYTICS MARKET, BY REGION, 2024–2029 (USD MILLION) 162
9.8 TRANSPORTATION & LOGISTICS 162
9.8.1 RISK MANAGEMENT SOLUTIONS TO FOSTER CULTURE OF SAFETY AND RESPONSIBILITY 162
TABLE 114 TRANSPORTATION & LOGISTICS: USE CASES 162
TABLE 115 TRANSPORTATION & LOGISTICS: RISK ANALYTICS MARKET, BY REGION, 2019–2023 (USD MILLION) 163
TABLE 116 TRANSPORTATION & LOGISTICS: RISK ANALYTICS MARKET, BY REGION, 2024–2029 (USD MILLION) 163
9.9 GOVERNMENT & DEFENSE 163
9.9.1 RISK ANALYTICS TO HELP PROTECT PUBLIC FINANCES AND STRENGTHEN OVERALL GOVERNANCE 163
TABLE 117 GOVERNMENT & DEFENSE: USE CASES 164
TABLE 118 GOVERNMENT & DEFENSE: RISK ANALYTICS MARKET, BY REGION, 2019–2023 (USD MILLION) 164
TABLE 119 GOVERNMENT & DEFENSE: RISK ANALYTICS MARKET, BY REGION, 2024–2029 (USD MILLION) 164
9.10 MINING 165
9.10.1 ADVANCED ANALYTICS TOOLS TO HELP COMPANIES ASSESS ENVIRONMENTAL RISKS AND IMPLEMENT SUSTAINABLE PRACTICES 165
TABLE 120 MINING: USE CASES 165
TABLE 121 MINING: RISK ANALYTICS MARKET, BY REGION, 2019–2023 (USD MILLION) 165
TABLE 122 MINING: RISK ANALYTICS MARKET, BY REGION, 2024–2029 (USD MILLION) 166
9.11 CONSTRUCTION 166
9.11.1 QUANTIFICATION OF RISKS TO ASSIST IN PROJECT PLANNING, RESOURCE ALLOCATION, PROCUREMENT, AND CONTRACT MANAGEMENT 166
TABLE 123 CONSTRUCTION: USE CASES 167
TABLE 124 CONSTRUCTION: RISK ANALYTICS MARKET, BY REGION, 2019–2023 (USD MILLION) 167
TABLE 125 CONSTRUCTION: RISK ANALYTICS MARKET, BY REGION, 2024–2029 (USD MILLION) 167
9.12 OTHER VERTICALS 168
TABLE 126 OTHER VERTICALS: RISK ANALYTICS MARKET, BY REGION, 2019–2023 (USD MILLION) 168
TABLE 127 OTHER VERTICALS: RISK ANALYTICS MARKET, BY REGION, 2024–2029 (USD MILLION) 168
10 RISK ANALYTICS MARKET, BY REGION 169
10.1 INTRODUCTION 170
FIGURE 45 NORTH AMERICA TO ACCOUNT FOR LARGEST SHARE DURING FORECAST PERIOD 170
FIGURE 46 INDIA TO WITNESS FASTEST GROWTH DURING FORECAST PERIOD 170
TABLE 128 RISK ANALYTICS MARKET, BY REGION, 2019–2023 (USD MILLION) 171
TABLE 129 RISK ANALYTICS MARKET, BY REGION, 2024–2029 (USD MILLION) 171
10.2 NORTH AMERICA 171
10.2.1 NORTH AMERICA: RISK ANALYTICS MARKET DRIVERS 172
10.2.2 NORTH AMERICA: IMPACT OF RECESSION 172
FIGURE 47 NORTH AMERICA: RISK ANALYTICS MARKET SNAPSHOT 173
TABLE 130 NORTH AMERICA: RISK ANALYTICS MARKET, BY OFFERING, 2019–2023 (USD MILLION) 173
TABLE 131 NORTH AMERICA: RISK ANALYTICS MARKET, BY OFFERING, 2024–2029 (USD MILLION) 174
TABLE 132 NORTH AMERICA: RISK ANALYTICS MARKET, BY TYPE, 2019–2023 (USD MILLION) 174
TABLE 133 NORTH AMERICA: RISK ANALYTICS MARKET, BY TYPE, 2024–2029 (USD MILLION) 174
TABLE 134 NORTH AMERICA: RISK ANALYTICS MARKET, BY SERVICE, 2019–2023 (USD MILLION) 175
TABLE 135 NORTH AMERICA: RISK ANALYTICS MARKET, BY SERVICE, 2024–2029 (USD MILLION) 175
TABLE 136 NORTH AMERICA: RISK ANALYTICS MARKET, BY PROFESSIONAL SERVICE, 2019–2023 (USD MILLION) 175
TABLE 137 NORTH AMERICA: RISK ANALYTICS MARKET, BY PROFESSIONAL SERVICE, 2024–2029 (USD MILLION) 175
TABLE 138 NORTH AMERICA: RISK ANALYTICS MARKET, BY DEPLOYMENT MODE, 2019–2023 (USD MILLION) 176
TABLE 139 NORTH AMERICA: RISK ANALYTICS MARKET, BY DEPLOYMENT MODE, 2024–2029 (USD MILLION) 176
TABLE 140 NORTH AMERICA: RISK ANALYTICS MARKET, BY RISK STAGE, 2019–2023 (USD MILLION) 176
TABLE 141 NORTH AMERICA: RISK ANALYTICS MARKET, BY RISK STAGE, 2024–2029 (USD MILLION) 176
TABLE 142 NORTH AMERICA: RISK ANALYTICS MARKET, BY RISK TYPE, 2019–2023 (USD MILLION) 177
TABLE 143 NORTH AMERICA: RISK ANALYTICS MARKET, BY RISK TYPE, 2024–2029 (USD MILLION) 177
TABLE 144 NORTH AMERICA: RISK ANALYTICS MARKET, BY STRATEGIC RISK, 2019–2023 (USD MILLION) 177
TABLE 145 NORTH AMERICA: RISK ANALYTICS MARKET, BY STRATEGIC RISK, 2024–2029 (USD MILLION) 178
TABLE 146 NORTH AMERICA: RISK ANALYTICS MARKET, BY VERTICAL, 2019–2023 (USD MILLION) 178
TABLE 147 NORTH AMERICA: RISK ANALYTICS MARKET, BY VERTICAL, 2024–2029 (USD MILLION) 179
TABLE 148 NORTH AMERICA: RISK ANALYTICS MARKET, BY COUNTRY, 2019–2023 (USD MILLION) 179
TABLE 149 NORTH AMERICA: RISK ANALYTICS MARKET, BY COUNTRY, 2024–2029 (USD MILLION) 179
10.2.3 US 180
10.2.3.1 Swift evolution of IT domain coupled with industrial advancements to propel market 180
TABLE 150 US: RISK ANALYTICS MARKET, BY OFFERING, 2019–2023 (USD MILLION) 180
TABLE 151 US: RISK ANALYTICS MARKET, BY OFFERING, 2024–2029 (USD MILLION) 180
TABLE 152 US: RISK ANALYTICS MARKET, BY TYPE, 2019–2023 (USD MILLION) 180
TABLE 153 US: RISK ANALYTICS MARKET, BY TYPE, 2024–2029 (USD MILLION) 181
TABLE 154 US: RISK ANALYTICS MARKET, BY SERVICE, 2019–2023 (USD MILLION) 181
TABLE 155 US: RISK ANALYTICS MARKET, BY SERVICE, 2024–2029 (USD MILLION) 181
TABLE 156 US: RISK ANALYTICS MARKET, BY PROFESSIONAL SERVICE, 2019–2023 (USD MILLION) 181
TABLE 157 US: RISK ANALYTICS MARKET, BY PROFESSIONAL SERVICE, 2024–2029 (USD MILLION) 182
TABLE 158 US: RISK ANALYTICS MARKET, BY DEPLOYMENT MODE, 2019–2023 (USD MILLION) 182
TABLE 159 US: RISK ANALYTICS MARKET, BY DEPLOYMENT MODE, 2024–2029 (USD MILLION) 182
10.2.4 CANADA 182
10.2.4.1 Increased transition toward cloud-based deployment models to accelerate market growth 182
10.3 EUROPE 183
10.3.1 EUROPE: RISK ANALYTICS MARKET DRIVERS 183
10.3.2 EUROPE: RECESSION IMPACT 183
TABLE 160 EUROPE: RISK ANALYTICS MARKET, BY OFFERING, 2019–2023 (USD MILLION) 183
TABLE 161 EUROPE: RISK ANALYTICS MARKET, BY OFFERING, 2024–2029 (USD MILLION) 184
TABLE 162 EUROPE: RISK ANALYTICS MARKET, BY TYPE, 2019–2023 (USD MILLION) 184
TABLE 163 EUROPE: RISK ANALYTICS MARKET, BY TYPE, 2024–2029 (USD MILLION) 184
TABLE 164 EUROPE: RISK ANALYTICS SOLUTIONS MARKET, BY SERVICE, 2019–2023 (USD MILLION) 185
TABLE 165 EUROPE: RISK ANALYTICS SOLUTIONS MARKET, BY SERVICE, 2024–2029 (USD MILLION) 185
TABLE 166 EUROPE: RISK ANALYTICS MARKET, BY PROFESSIONAL SERVICE, 2019–2023 (USD MILLION) 185
TABLE 167 EUROPE: RISK ANALYTICS MARKET, BY PROFESSIONAL SERVICE, 2024–2029 (USD MILLION) 185
TABLE 168 EUROPE: RISK ANALYTICS MARKET, BY DEPLOYMENT MODE, 2019–2023 (USD MILLION) 186
TABLE 169 EUROPE: RISK ANALYTICS MARKET, BY DEPLOYMENT MODE, 2024–2029 (USD MILLION) 186
TABLE 170 EUROPE: RISK ANALYTICS MARKET, BY RISK STAGE, 2019–2023 (USD MILLION) 186
TABLE 171 EUROPE: RISK ANALYTICS MARKET, BY RISK STAGE, 2024–2029 (USD MILLION) 186
TABLE 172 EUROPE: RISK ANALYTICS MARKET, BY RISK TYPE, 2019–2023 (USD MILLION) 187
TABLE 173 EUROPE: RISK ANALYTICS MARKET, BY RISK TYPE, 2024–2029 (USD MILLION) 187
TABLE 174 EUROPE: RISK ANALYTICS MARKET, BY STRATEGIC RISK, 2019–2023 (USD MILLION) 187
TABLE 175 EUROPE: RISK ANALYTICS MARKET, BY STRATEGIC RISK, 2024–2029 (USD MILLION) 188
TABLE 176 EUROPE: RISK ANALYTICS MARKET, BY VERTICAL, 2019–2023 (USD MILLION) 188
TABLE 177 EUROPE: RISK ANALYTICS MARKET, BY VERTICAL, 2024–2029 (USD MILLION) 189
TABLE 178 EUROPE: RISK ANALYTICS MARKET, BY COUNTRY, 2019–2023 (USD MILLION) 189
TABLE 179 EUROPE: RISK ANALYTICS MARKET, BY COUNTRY, 2024–2029 (USD MILLION) 190
10.3.3 UK 190
10.3.3.1 Proactive risk management strategies to navigate uncertainties and safeguard operations to boost market 190
TABLE 180 UK: RISK ANALYTICS MARKET, BY OFFERING, 2019–2023 (USD MILLION) 190
TABLE 181 UK: RISK ANALYTICS MARKET, BY OFFERING, 2024–2029 (USD MILLION) 191
TABLE 182 UK: RISK ANALYTICS MARKET, BY TYPE, 2019–2023 (USD MILLION) 191
TABLE 183 UK: RISK ANALYTICS MARKET, BY TYPE, 2024–2029 (USD MILLION) 191
TABLE 184 UK: RISK ANALYTICS MARKET, BY SERVICE, 2019–2023 (USD MILLION) 192
TABLE 185 UK: RISK ANALYTICS MARKET, BY SERVICE, 2024–2029 (USD MILLION) 192
TABLE 186 UK: RISK ANALYTICS MARKET, BY PROFESSIONAL SERVICE, 2019–2023 (USD MILLION) 192
TABLE 187 UK: RISK ANALYTICS MARKET, BY PROFESSIONAL SERVICE, 2024–2029 (USD MILLION) 192
TABLE 188 UK: RISK ANALYTICS MARKET, BY DEPLOYMENT MODE, 2019–2023 (USD MILLION) 192
TABLE 189 UK: RISK ANALYTICS MARKET, BY DEPLOYMENT MODE, 2024–2029 (USD MILLION) 193
10.3.4 GERMANY 193
10.3.4.1 Rise in tech advancements and growing demand for data-driven solutions to spur growth 193
10.3.5 FRANCE 193
10.3.5.1 Strategic collaborations among technology entities, research bodies, and startups to foster market growth 193
10.3.6 ITALY 194
10.3.6.1 Increasing regulatory complexity, demand for skilled professionals, and rising risk management needs to drive market 194
10.3.7 SPAIN 194
10.3.7.1 Government initiatives aimed at promoting digital transformation and innovation to accelerate adoption of risk analytics 194
10.3.8 REST OF EUROPE 194
10.4 ASIA PACIFIC 195
10.4.1 ASIA PACIFIC: RISK ANALYTICS MARKET DRIVERS 195
10.4.2 ASIA PACIFIC: RECESSION IMPACT 195
FIGURE 48 ASIA PACIFIC: RISK ANALYTICS MARKET SNAPSHOT 196
TABLE 190 ASIA PACIFIC: RISK ANALYTICS MARKET, BY OFFERING, 2019–2023 (USD MILLION) 197
TABLE 191 ASIA PACIFIC: RISK ANALYTICS MARKET, BY OFFERING, 2024–2029 (USD MILLION) 197
TABLE 192 ASIA PACIFIC: RISK ANALYTICS MARKET, BY TYPE, 2019–2023 (USD MILLION) 197
TABLE 193 ASIA PACIFIC: RISK ANALYTICS MARKET, BY TYPE, 2024–2029 (USD MILLION) 198
TABLE 194 ASIA PACIFIC: RISK ANALYTICS MARKET, BY SERVICE, 2019–2023 (USD MILLION) 198
TABLE 195 ASIA PACIFIC: RISK ANALYTICS MARKET, BY SERVICE, 2024–2029 (USD MILLION) 198
TABLE 196 ASIA PACIFIC: RISK ANALYTICS MARKET, BY PROFESSIONAL SERVICE, 2019–2023 (USD MILLION) 198
TABLE 197 ASIA PACIFIC: RISK ANALYTICS MARKET, BY PROFESSIONAL SERVICE, 2024–2029 (USD MILLION) 199
TABLE 198 ASIA PACIFIC: RISK ANALYTICS MARKET, BY DEPLOYMENT MODE, 2019–2023 (USD MILLION) 199
TABLE 199 ASIA PACIFIC: RISK ANALYTICS MARKET, BY DEPLOYMENT MODE, 2024–2029 (USD MILLION) 199
TABLE 200 ASIA PACIFIC: RISK ANALYTICS MARKET, BY RISK STAGE, 2019–2023 (USD MILLION) 199
TABLE 201 ASIA PACIFIC: RISK ANALYTICS MARKET, BY RISK STAGE, 2024–2029 (USD MILLION) 200
TABLE 202 ASIA PACIFIC: RISK ANALYTICS MARKET, BY RISK TYPE, 2019–2023 (USD MILLION) 200
TABLE 203 ASIA PACIFIC: RISK ANALYTICS MARKET, BY RISK TYPE, 2024–2029 (USD MILLION) 200
TABLE 204 ASIA PACIFIC: RISK ANALYTICS MARKET, BY STRATEGIC RISK, 2019–2023 (USD MILLION) 201
TABLE 205 ASIA PACIFIC: RISK ANALYTICS MARKET, BY STRATEGIC RISK, 2024–2029 (USD MILLION) 201
TABLE 206 ASIA PACIFIC: RISK ANALYTICS MARKET, BY VERTICAL, 2019–2023 (USD MILLION) 201
TABLE 207 ASIA PACIFIC: RISK ANALYTICS MARKET, BY VERTICAL, 2024–2029 (USD MILLION) 202
TABLE 208 ASIA PACIFIC: RISK ANALYTICS MARKET, BY COUNTRY, 2019–2023 (USD MILLION) 202
TABLE 209 ASIA PACIFIC: RISK ANALYTICS MARKET, BY COUNTRY, 2024–2029 (USD MILLION) 203
10.4.3 CHINA 203
10.4.3.1 Integration of risk analytics solutions into operational frameworks to drive market 203
TABLE 210 CHINA: RISK ANALYTICS MARKET, BY OFFERING, 2019–2023 (USD MILLION) 203
TABLE 211 CHINA: RISK ANALYTICS MARKET, BY OFFERING, 2024–2029 (USD MILLION) 204
TABLE 212 CHINA: RISK ANALYTICS MARKET, BY TYPE, 2019–2023 (USD MILLION) 204
TABLE 213 CHINA: RISK ANALYTICS MARKET, BY TYPE, 2024–2029 (USD MILLION) 204
TABLE 214 CHINA: RISK ANALYTICS MARKET, BY SERVICE, 2019–2023 (USD MILLION) 205
TABLE 215 CHINA: RISK ANALYTICS MARKET, BY SERVICE, 2024–2029 (USD MILLION) 205
TABLE 216 CHINA: RISK ANALYTICS MARKET, BY PROFESSIONAL SERVICE, 2019–2023 (USD MILLION) 205
TABLE 217 CHINA: RISK ANALYTICS MARKET, BY PROFESSIONAL SERVICE, 2024–2029 (USD MILLION) 205
TABLE 218 CHINA: RISK ANALYTICS MARKET, BY DEPLOYMENT MODE, 2019–2023 (USD MILLION) 206
TABLE 219 CHINA: RISK ANALYTICS MARKET, BY DEPLOYMENT MODE, 2024–2029 (USD MILLION) 206
10.4.4 INDIA 206
10.4.4.1 Rising need for real-time analytics and industry-specific risk management requirements to boost market growth 206
10.4.5 JAPAN 206
10.4.5.1 Adoption of risk appetite frameworks and stress testing in banks to drive market 206
10.4.6 SOUTH KOREA 207
10.4.6.1 Rising adoption of geospatial analytics across diverse industries to boost market 207
10.4.7 SINGAPORE 207
10.4.7.1 Need to manage various risks, including financial and operational risks, to drive demand for risk analytics tools 207
10.4.8 MALAYSIA 207
10.4.8.1 Increasing adoption of digital technologies and growing demand for risk management in various industries to foster growth 207
10.4.9 AUSTRALIA & NEW ZEALAND 208
10.4.9.1 Rising uptake of cloud-based solutions and heightened awareness of cybersecurity threats to propel market 208
10.4.10 REST OF ASIA PACIFIC 208
10.5 MIDDLE EAST & AFRICA 208
10.5.1 MIDDLE EAST & AFRICA: RISK ANALYTICS MARKET DRIVERS 209
10.5.2 MIDDLE EAST & AFRICA: IMPACT OF RECESSION 209
TABLE 220 MIDDLE EAST & AFRICA: RISK ANALYTICS MARKET, BY OFFERING, 2019–2023 (USD MILLION) 209
TABLE 221 MIDDLE EAST & AFRICA: RISK ANALYTICS MARKET, BY OFFERING, 2024–2029 (USD MILLION) 209
TABLE 222 MIDDLE EAST & AFRICA: RISK ANALYTICS MARKET, BY TYPE, 2019–2023 (USD MILLION) 210
TABLE 223 MIDDLE EAST & AFRICA: RISK ANALYTICS MARKET, BY TYPE, 2024–2029 (USD MILLION) 210
TABLE 224 MIDDLE EAST & AFRICA: RISK ANALYTICS MARKET, BY SERVICE, 2019–2023 (USD MILLION) 210
TABLE 225 MIDDLE EAST & AFRICA: RISK ANALYTICS MARKET, BY SERVICE, 2024–2029 (USD MILLION) 211
TABLE 226 MIDDLE EAST & AFRICA: RISK ANALYTICS MARKET, BY PROFESSIONAL SERVICE, 2019–2023 (USD MILLION) 211
TABLE 227 MIDDLE EAST & AFRICA: RISK ANALYTICS MARKET, BY PROFESSIONAL SERVICE, 2024–2029 (USD MILLION) 211
TABLE 228 MIDDLE EAST & AFRICA: RISK ANALYTICS MARKET, BY DEPLOYMENT MODE, 2019–2023 (USD MILLION) 211
TABLE 229 MIDDLE EAST & AFRICA: RISK ANALYTICS MARKET, BY DEPLOYMENT MODE, 2024–2029 (USD MILLION) 212
TABLE 230 MIDDLE EAST & AFRICA: RISK ANALYTICS MARKET, BY RISK STAGE, 2019–2023 (USD MILLION) 212
TABLE 231 MIDDLE EAST & AFRICA: RISK ANALYTICS MARKET, BY RISK STAGE, 2024–2029 (USD MILLION) 212
TABLE 232 MIDDLE EAST & AFRICA: RISK ANALYTICS MARKET, BY RISK TYPE, 2019–2023 (USD MILLION) 213
TABLE 233 MIDDLE EAST & AFRICA: RISK ANALYTICS MARKET, BY RISK TYPE, 2024–2029 (USD MILLION) 213
TABLE 234 MIDDLE EAST & AFRICA: RISK ANALYTICS MARKET, BY STRATEGIC RISK, 2019–2023 (USD MILLION) 213
TABLE 235 MIDDLE EAST & AFRICA: RISK ANALYTICS MARKET, BY STRATEGIC RISK, 2024–2029 (USD MILLION) 214
TABLE 236 MIDDLE EAST & AFRICA: RISK ANALYTICS MARKET, BY VERTICAL, 2019–2023 (USD MILLION) 214
TABLE 237 MIDDLE EAST & AFRICA: RISK ANALYTICS MARKET, BY VERTICAL, 2024–2029 (USD MILLION) 215
TABLE 238 MIDDLE EAST & AFRICA: RISK ANALYTICS MARKET, BY REGION, 2019–2023 (USD MILLION) 215
TABLE 239 MIDDLE EAST & AFRICA: RISK ANALYTICS MARKET, BY REGION, 2024–2029 (USD MILLION) 216
10.5.3 UAE 216
10.5.3.1 Increasing competitiveness among regulating firms and latest technological developments to spike market growth 216
10.5.4 KSA 216
10.5.4.1 Increasing adoption of IoT solutions and evolving cyber threat landscape to drive economic growth 216
10.5.5 QATAR 217
10.5.5.1 Growing emphasis on risk management across industries to drive market 217
10.5.6 ISRAEL 217
10.5.6.1 Increasing need for risk management in banking and financial services sector to accelerate market growth 217
10.5.7 SOUTH AFRICA 217
10.5.7.1 Government initiatives and substantial foreign investments to drive innovation 217
10.5.8 REST OF MIDDLE EAST & ARICA 218
10.6 LATIN AMERICA 218
10.6.1 LATIN AMERICA: RISK ANALYTICS MARKET DRIVERS 218
10.6.2 LATIN AMERICA: IMPACT OF RECESSION 218
TABLE 240 LATIN AMERICA: RISK ANALYTICS MARKET, BY OFFERING, 2019–2023 (USD MILLION) 219
TABLE 241 LATIN AMERICA: RISK ANALYTICS MARKET, BY OFFERING, 2024–2029 (USD MILLION) 219
TABLE 242 LATIN AMERICA: RISK ANALYTICS MARKET, BY TYPE, 2019–2023 (USD MILLION) 219
TABLE 243 LATIN AMERICA: RISK ANALYTICS MARKET, BY TYPE, 2024–2029 (USD MILLION) 220
TABLE 244 LATIN AMERICA: RISK ANALYTICS MARKET, BY SERVICE, 2019–2023 (USD MILLION) 220
TABLE 245 LATIN AMERICA: RISK ANALYTICS MARKET, BY SERVICE, 2024–2029 (USD MILLION) 220
TABLE 246 LATIN AMERICA: RISK ANALYTICS MARKET, BY PROFESSIONAL SERVICE, 2019–2023 (USD MILLION) 220
TABLE 247 LATIN AMERICA: RISK ANALYTICS MARKET, BY PROFESSIONAL SERVICE, 2024–2029 (USD MILLION) 221
TABLE 248 LATIN AMERICA: RISK ANALYTICS MARKET, BY DEPLOYMENT MODE, 2019–2023 (USD MILLION) 221
TABLE 249 LATIN AMERICA: RISK ANALYTICS MARKET, BY DEPLOYMENT MODE, 2024–2029 (USD MILLION) 221
TABLE 250 LATIN AMERICA: RISK ANALYTICS MARKET, BY RISK STAGE, 2019–2023 (USD MILLION) 221
TABLE 251 LATIN AMERICA: RISK ANALYTICS MARKET, BY RISK STAGE, 2024–2029 (USD MILLION) 222
TABLE 252 LATIN AMERICA: RISK ANALYTICS MARKET, BY RISK TYPE, 2019–2023 (USD MILLION) 222
TABLE 253 LATIN AMERICA: RISK ANALYTICS MARKET, BY RISK TYPE, 2024–2029 (USD MILLION) 222
TABLE 254 LATIN AMERICA: RISK ANALYTICS MARKET, BY STRATEGIC RISK, 2019–2023 (USD MILLION) 223
TABLE 255 LATIN AMERICA: RISK ANALYTICS MARKET, BY STRATEGIC RISK, 2024–2029 (USD MILLION) 223
TABLE 256 LATIN AMERICA: RISK ANALYTICS MARKET, BY VERTICAL, 2019–2023 (USD MILLION) 223
TABLE 257 LATIN AMERICA: RISK ANALYTICS MARKET, BY VERTICAL, 2024–2029 (USD MILLION) 224
TABLE 258 LATIN AMERICA: RISK ANALYTICS MARKET, BY REGION, 2019–2023 (USD MILLION) 224
TABLE 259 LATIN AMERICA: RISK ANALYTICS MARKET, BY REGION, 2024–2029 (USD MILLION) 224
10.6.3 BRAZIL 225
10.6.3.1 Significant growth and innovation due to increasing implementation of AI and ML technologies 225
10.6.4 MEXICO 225
10.6.4.1 Increase in clients’ needs, stricter regulations, and technological innovations to boost demand for risk analytics 225
10.6.5 ARGENTINA 225
10.6.5.1 Government initiatives in Argentina to foster market growth 225
10.6.6 REST OF LATIN AMERICA 226
11 COMPETITIVE LANDSCAPE 227
11.1 OVERVIEW 227
11.2 STRATEGIES ADOPTED BY KEY PLAYERS 227
TABLE 260 OVERVIEW OF STRATEGIES ADOPTED BY KEY RISK ANALYTICS VENDORS 227
11.3 REVENUE ANALYSIS 229
FIGURE 49 TOP FIVE PLAYERS DOMINATED MARKET IN LAST FIVE YEARS 229
11.4 MARKET SHARE ANALYSIS 230
FIGURE 50 MARKET SHARE ANALYSIS FOR KEY PLAYERS, 2023 230
11.4.1 MARKET RANKING ANALYSIS 231
TABLE 261 RISK ANALYTICS MARKET: DEGREE OF COMPETITION 231
11.5 BRAND/PRODUCT COMPARATIVE ANALYSIS 233
FIGURE 51 BRAND/PRODUCT COMPARATIVE ANALYSIS 233
11.6 COMPANY EVALUATION MATRIX: KEY PLAYERS, 2023 234
11.6.1 STARS 234
11.6.2 EMERGING LEADERS 234
11.6.3 PERVASIVE PLAYERS 234
11.6.4 PARTICIPANTS 234
FIGURE 52 RISK ANALYTICS MARKET: COMPANY EVALUATION MATRIX (KEY PLAYERS), 2023 235
11.6.5 COMPANY FOOTPRINT: KEY PLAYERS, 2023 236
11.6.5.1 Company footprint 236
FIGURE 53 COMPANY FOOTPRINT (17 COMPANIES) 236
11.6.5.2 Offering footprint 237
TABLE 262 OFFERING FOOTPRINT (17 COMPANIES) 237
11.6.5.3 Risk stage footprint 238
TABLE 263 RISK STAGE FOOTPRINT (17 COMPANIES) 238
11.6.5.4 Regional footprint 239
TABLE 264 REGIONAL FOOTPRINT (17 COMPANIES) 239
11.6.5.5 Vertical footprint 239
TABLE 265 VERTICAL FOOTPRINT (17 COMPANIES) 239
11.7 COMPANY EVALUATION MATRIX: STARTUPS/SMES, 2023 240
11.7.1 PROGRESSIVE COMPANIES 240
11.7.2 RESPONSIVE COMPANIES 240
11.7.3 DYNAMIC COMPANIES 241
11.7.4 STARTING BLOCKS 241
FIGURE 54 RISK ANALYTICS MARKET: COMPANY EVALUATION MATRIX (STARTUPS/SMES), 2023 241
11.7.5 COMPETITIVE BENCHMARKING: STARTUPS/SMES, 2023 242
TABLE 266 RISK ANALYTICS MARKET: DETAILED LIST OF KEY STARTUPS/SMES 242
TABLE 267 RISK ANALYTICS MARKET: COMPETITIVE BENCHMARKING OF KEY STARTUPS/SMES 244
11.8 COMPETITIVE SCENARIO AND TRENDS 245
11.8.1 PRODUCT LAUNCHES 245
TABLE 268 RISK ANALYTICS MARKET: PRODUCT LAUNCHES, JANUARY 2022 – APRIL 2024 245
11.8.2 DEALS 246
TABLE 269 RISK ANALYTICS MARKET: DEALS, JANUARY 2022 – APRIL 2024 246
11.8.3 COMPANY VALUATION AND FINANCIAL METRICS OF KEY VENDORS 247
FIGURE 55 COMPANY VALUATION AND FINANCIAL METRICS OF KEY VENDORS 247
FIGURE 56 YEAR-TO-DATE (YTD) PRICE TOTAL RETURN AND FIVE-YEAR STOCK BETA OF KEY VENDORS 248
12 COMPANY PROFILES 249
12.1 INTRODUCTION 249
12.2 KEY PLAYERS 249
(Business Overview, Products/Solutions/Services offered, Recent Developments, MnM View)*
12.2.1 IBM 249
TABLE 270 IBM: BUSINESS OVERVIEW 249
FIGURE 57 IBM: COMPANY SNAPSHOT 250
TABLE 271 IBM: PRODUCTS/SOLUTIONS/SERVICES OFFERED 250
TABLE 272 IBM: PRODUCT LAUNCHES & ENHANCEMENTS 251
TABLE 273 IBM: DEALS 252
12.2.2 ORACLE 255
TABLE 274 ORACLE: BUSINESS OVERVIEW 255
FIGURE 58 ORACLE: COMPANY SNAPSHOT 256
TABLE 275 ORACLE: PRODUCTS/SOLUTIONS/SERVICES OFFERED 256
TABLE 276 ORACLE: PRODUCT LAUNCHES & ENHANCEMENTS 257
TABLE 277 ORACLE: DEALS 258
12.2.3 FIS 260
TABLE 278 FIS: BUSINESS OVERVIEW 260
FIGURE 59 FIS: COMPANY SNAPSHOT 261
TABLE 279 FIS: PRODUCTS/SOLUTIONS/SERVICES OFFERED 261
TABLE 280 FIS: PRODUCT LAUNCHES & ENHANCEMENTS 262
TABLE 281 FIS: DEALS 263
12.2.4 MOODY’S ANALYTICS 265
TABLE 282 MOODY’S ANALYTICS: BUSINESS OVERVIEW 265
FIGURE 60 MOODY’S ANALYTICS: COMPANY SNAPSHOT 265
TABLE 283 MOODY’S ANALYTICS: PRODUCTS/SOLUTIONS/SERVICES OFFERED 266
TABLE 284 MOODY’S ANALYTICS: PRODUCT LAUNCHES & ENHANCEMENTS 267
TABLE 285 MOODY’S ANALYTICS: DEALS 268
TABLE 286 MOODY’S ANALYTICS: EXPANSIONS 269
12.2.5 AON 271
TABLE 287 AON: BUSINESS OVERVIEW 271
FIGURE 61 AON: COMPANY SNAPSHOT 272
TABLE 288 AON: PRODUCTS/SOLUTIONS/SERVICES OFFERED 272
TABLE 289 AON: PRODUCT LAUNCHES & ENHANCEMENTS 273
TABLE 290 AON: DEALS 274
TABLE 291 AON: EXPANSIONS 275
12.2.6 SERVICENOW 276
TABLE 292 SERVICENOW: BUSINESS OVERVIEW 276
FIGURE 62 SERVICENOW: COMPANY SNAPSHOT 277
TABLE 293 SERVICENOW: PRODUCTS/SOLUTIONS/SERVICES OFFERED 277
TABLE 294 SERVICENOW: PRODUCT LAUNCHES & ENHANCEMENTS 279
TABLE 295 SERVICENOW: DEALS 279
12.2.7 SAP 280
TABLE 296 SAP: BUSINESS OVERVIEW 280
FIGURE 63 SAP: COMPANY SNAPSHOT 281
TABLE 297 SAP: PRODUCTS/SOLUTIONS/SERVICES OFFERED 281
TABLE 298 SAP: PRODUCT LAUNCHES & ENHANCEMENTS 282
TABLE 299 SAP: DEALS 282
12.2.8 MARSH MCLENNAN 284
TABLE 300 MARSH MCLENNAN: BUSINESS OVERVIEW 284
FIGURE 64 MARSH MCLENNAN: COMPANY SNAPSHOT 285
TABLE 301 MARSH MCLENNAN: PRODUCTS/SOLUTIONS/SERVICES OFFERED 285
12.2.9 SAS INSTITUTE 288
TABLE 302 SAS INSTITUTE: BUSINESS OVERVIEW 288
TABLE 303 SAS INSTITUTE: PRODUCTS/SOLUTIONS/SERVICES OFFERED 288
TABLE 304 SAS INSTITUTE: PRODUCT LAUNCHES & ENHANCEMENTS 289
TABLE 305 SAS INSTITUTE: DEALS 290
12.2.10 PROCESSUNITY 291
TABLE 306 PROCESSUNITY: BUSINESS OVERVIEW 291
TABLE 307 PROCESSUNITY: PRODUCTS/SOLUTIONS/SERVICES OFFERED 291
TABLE 308 PROCESSUNITY: PRODUCT LAUNCHES & ENHANCEMENTS 292
TABLE 309 PROCESSUNITY: DEALS 293
12.2.11 METRICSTREAM 294
TABLE 310 METRICSTREAM: BUSINESS OVERVIEW 294
TABLE 311 METRICSTREAM: PRODUCTS/SOLUTIONS/SERVICES OFFERED 294
TABLE 312 METRICSTREAM: PRODUCT LAUNCHES & ENHANCEMENTS 297
TABLE 313 METRICSTREAM: DEALS 298
12.2.12 RESOLVER 299
TABLE 314 RESOLVER: BUSINESS OVERVIEW 299
TABLE 315 RESOLVER: PRODUCTS/SOLUTIONS/SERVICES OFFERED 299
TABLE 316 RESOLVER: PRODUCT LAUNCHES & ENHANCEMENTS 300
TABLE 317 RESOLVER: DEALS 301
12.2.13 MILLIMAN 302
12.2.14 LOGICMANAGER 303
12.2.15 PROVENIR 304
12.2.16 SAI360 304
12.2.17 DELOITTE 305
12.2.18 DILIGENT 306
12.2.19 ALTERYX 307
12.2.20 CRISIL 307
12.3 OTHER PLAYERS 308
12.3.1 ONETRUST 308
12.3.2 ARCHER 309
12.3.3 ZESTY.AI 310
12.3.4 FUSION RISK MANAGEMENT 311
12.3.5 RISKVILLE 311
12.3.6 SPIN ANALYTICS 312
12.3.7 KYVOS INSIGHTS 312
12.3.8 IMPERVA 313
12.3.9 CIRIUM 313
12.3.10 QUANTEXA 314
12.3.11 CLICKUP 314
12.3.12 SPRINTO 315
12.3.13 VENTIV 315
12.3.14 ADENZA 316
12.3.15 CENTRL 317
12.3.16 SAFETYCULTURE 318
12.3.17 QUANTIFI 319
12.3.18 CUBELOGIC LIMITED 319
12.3.19 ONSPRING 320
12.3.20 RISKOPTICS 320
*Details on Business Overview, Products/Solutions/Services offered, Recent Developments, MnM View might not be captured in case of unlisted companies.
13 ADJACENT AND RELATED MARKETS 321
13.1 INTRODUCTION 321
13.2 INSURANCE ANALYTICS MARKET 321
13.2.1 MARKET DEFINITION 321
13.2.2 MARKET OVERVIEW 321
13.2.2.1 Insurance analytics market, by component 321
TABLE 318 INSURANCE ANALYTICS MARKET, BY COMPONENT, 2016–2019 (USD MILLION) 322
TABLE 319 INSURANCE ANALYTICS MARKET, BY COMPONENT, 2020–2026 (USD MILLION) 322
TABLE 320 SERVICES: INSURANCE ANALYTICS MARKET, BY TYPE, 2016–2019 (USD MILLION) 322
TABLE 321 SERVICES: INSURANCE ANALYTICS MARKET, BY TYPE, 2020–2026 (USD MILLION) 322
13.2.2.2 Insurance analytics market, by application 323
TABLE 322 APPLICATIONS: INSURANCE ANALYTICS MARKET, BY TYPE, 2016–2019 (USD MILLION) 323
TABLE 323 APPLICATIONS: INSURANCE ANALYTICS MARKET, BY TYPE, 2020–2026 (USD MILLION) 323
13.2.2.3 Insurance analytics market, by deployment mode 324
TABLE 324 INSURANCE ANALYTICS MARKET, BY DEPLOYMENT MODE, 2016–2019 (USD MILLION) 324
TABLE 325 INSURANCE ANALYTICS MARKET, BY DEPLOYMENT MODE, 2020–2026 (USD MILLION) 324
13.2.2.4 Insurance analytics market, by organization size 324
TABLE 326 INSURANCE ANALYTICS MARKET, BY ORGANIZATION SIZE, 2016–2019 (USD MILLION) 325
TABLE 327 INSURANCE ANALYTICS MARKET, BY ORGANIZATION SIZE, 2020–2026 (USD MILLION) 325
13.2.2.5 Insurance analytics market, by end user 325
TABLE 328 INSURANCE ANALYTICS MARKET, BY END USER, 2016–2019 (USD MILLION) 325
TABLE 329 INSURANCE ANALYTICS MARKET, BY END USER, 2020–2026 (USD MILLION) 326
13.2.2.6 Insurance analytics market, by region 326
TABLE 330 INSURANCE ANALYTICS MARKET, BY REGION, 2016–2019 (USD MILLION) 326
TABLE 331 INSURANCE ANALYTICS MARKET, BY REGION, 2020–2026 (USD MILLION) 327
13.3 FRAUD DETECTION AND PREVENTION MARKET 327
13.3.1 MARKET DEFINITION 327
13.3.2 MARKET OVERVIEW 328
13.3.2.1 Fraud detection and prevention market, by fraud type 328
TABLE 332 FRAUD DETECTION AND PREVENTION MARKET, BY FRAUD TYPE, 2017–2022 (USD MILLION) 328
TABLE 333 FRAUD DETECTION AND PREVENTION MARKET, BY FRAUD TYPE, 2023–2028 (USD MILLION) 329
13.3.2.2 Fraud detection and prevention market, by offering 329
TABLE 334 FRAUD DETECTION AND PREVENTION MARKET, BY OFFERING, 2017–2022 (USD MILLION) 329
TABLE 335 FRAUD DETECTION AND PREVENTION MARKET, BY OFFERING, 2023–2028 (USD MILLION) 329
13.3.2.3 Fraud detection and prevention market, by deployment mode 330
TABLE 336 FRAUD DETECTION AND PREVENTION MARKET, BY DEPLOYMENT MODE, 2017–2022 (USD MILLION) 330
TABLE 337 FRAUD DETECTION AND PREVENTION MARKET, BY DEPLOYMENT MODE, 2023–2028 (USD MILLION) 330
13.3.2.4 Fraud detection and prevention market, by organization size 330
TABLE 338 FRAUD DETECTION AND PREVENTION MARKET, BY ORGANIZATION SIZE, 2017–2022 (USD MILLION) 331
TABLE 339 FRAUD DETECTION AND PREVENTION MARKET, BY ORGANIZATION SIZE, 2023–2028 (USD MILLION) 331
13.3.2.5 Fraud detection and prevention market, by vertical 331
TABLE 340 FRAUD DETECTION AND PREVENTION MARKET, BY VERTICAL, 2017–2022 (USD MILLION) 331
TABLE 341 FRAUD DETECTION AND PREVENTION MARKET, BY VERTICAL, 2023–2028 (USD MILLION) 332
13.3.2.6 Fraud detection and prevention market, by region 332
TABLE 342 FRAUD DETECTION AND PREVENTION MARKET, BY REGION, 2017–2022 (USD MILLION) 333
TABLE 343 FRAUD DETECTION AND PREVENTION MARKET, BY REGION, 2023–2028 (USD MILLION) 333
14 APPENDIX 334
14.1 DISCUSSION GUIDE 334
14.2 KNOWLEDGESTORE: MARKETSANDMARKETS’ SUBSCRIPTION PORTAL 340
14.3 CUSTOMIZATION OPTIONS 342
14.4 RELATED REPORTS 342
14.5 AUTHOR DETAILS 343