Risk Analytics Market

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

Report Code: TC 2572 Jul, 2022, by marketsandmarkets.com

[279 Pages Report] The global Risk Analytics Market size estimated to grow from USD 39.3 billion in 2022 to USD 70.5 billion by 2027, at a Compound Annual Growth Rate (CAGR) of 12.4% during the forecast period. Various factors such as rising government compliance with stringent industry regulation, growing incidences of data thefts and security breaches and increasing complexities across business processes, are expected to drive the adoption of risk analytics solutions and services.

Risk Analytics Market

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COVID-19 Impact

Risk analytics gained significant importance during the COVID-19 pandemic for taking decisions regarding restrictions to reduce transmission. To effectively assess situation and limit risk of transmission, risk analysis tools such as data-visualization tools gained high demand. Researchers from the University of Houston designed a real-time COVID-19 infection risk assessment application to restrict virus exposure with help of data analysis.

The COVID-19 outbreak has created considerable strain and uncertainty in the global financial markets. Banks are experiencing liquidity risk management issues from deferred loan repayments, bridge financing needs, heavier drawdowns, constrained interbank borrowing, potentially higher deposit run-offs, and margin calls due to increased volatility. The banking sector could experience changes in credit risk, market risk, and operational risk due to COVID-19.

Market Dynamics

Driver: Rising digitalization and business process automation

The risk analytics market is revolutionizing with the emergence of various technologies, such as AI, blockchain, ML, IoT, and big data. To adopt these technologies, most companies have started replacing their traditional business systems with automated digital systems. Technologies such as smart automation, Business Process Automation (BPA), Enterprise Content Management (ECM), and Robotic Process Automation (RPA) have been widely adopted across industries. The banking and financial industry needs to adhere to various regulatory requirements and perform post-trade compliance checks. RPA-enabled processes reduce complexity and minimize time consumption. These technologies have reduced barriers and simplified access to new entrants in the risk analytics market. With the implementation of the virtual assistant, the bank could offer a more personalized customer experience.

Digital technologies and automated advisory systems, such as robo-advisors and chatbots, are widely adopted by various end-user industries, including banks and finance, insurance, retail and consumer goods, and healthcare and life sciences. These technologies provide comprehensive technical infrastructure solutions that offer various benefits, such as risk management, cost-effectiveness, workflow automation, data protection, and target marketing. Risk analytics providers are actively engaging themselves in providing customer-focused solutions with the help of Augmented Reality (AR) and Virtual Reality (VR) technologies, thereby driving the overall market growth.

Restraint: High cost and complexity in software installation and configuration

The expense of adopting analytics solutions into business processes and the presence of legislative obstacles have inhibited companies from implementing risk management models. Risk analytics consists of different modules. These different modules are used for different purposes in identifying the risk. With risk analytics module different organizations can havedifferent customization techniques to fits the actual need of the organization. However with the customization the cost of implementation of the software increases., The complex nature of the software and difficulty in installation and configuration of the software hampers the growth of the market.

Opportunity: Adoption of AI and blockchain technology in the market

AI and blockchain are among the recent trending technologies that are expected to add advanced capabilities to risk analytics solutions and open new growth avenues. The integration of these technologies with risk analytics solutions would address some of the key challenges and pain points faced by the end-user industry over the past few decades. The advanced technologies facilitate faster transactions and settlements, which helps financial institutions and customers conduct transactions more easily while eliminating the intermediary charging fee.

As enterprises today are accumulating data from numerous sources, securing information is of utmost importance for companies. Blockchain-based solutions can assist security analysts in reducing the time taken by authorities to prevent data thefts and reduce the data loss risk. As AI and ML focus on securing information by working with algorithms provided to them, they can also learn about how specific threats are classified. With such techniques, these technologies can quickly scan through the abnormal behavior of the system and determine if abnormalities classify as potential threats. Considering the continuous advancements in these technologies, AI and blockchain are expected to offer significant opportunities for risk analytics solution vendors in the coming years.

Challenge: Integration of data from data silos

To successfully mitigate risks, target valuable customers, and evaluate business performance, extracting value from data has become a key requirement for companies. Additionally sufficient amount of data is required monetizing these data assets. However, data consolidation from distinct data sources into meaningful information can incite diffrent challenges for organizations. . Many risk analytics providers offer unified data aggregation and data analytics platforms that help users in successfully aggregating and analyzing data from disparate data sources. Data exchange is a major concern for industries, such as healthcare, and banking and financial services which deal with individual’s confidential data. As the need for data exchange increases, it needs to be balanced with risk mitigation capabilities. Companies which are adopting risk analytics software integrated with data security capabilities, data exchange is not expected to be a major issue in the near future.

The services segment is expected to grow at a higher CAGR during the forecast period

The market based on components is divided into software and services. Among these, software solutions have shown a good pace of adoption, as these solutions are becoming critical to generate actionable insights, thus enabling C-level executives to make informed decisions. The services segment has been further divided into professional and managed services. These services play a vital role in the functioning of risk analytics solutions, as well as ensure faster and smoother implementation that maximizes the value of the enterprise investments. The growing adoption of risk analytics software is expected to boost the adoption of professional and managed services.

North America to account for largest market size during the forecast period

Based on region the risk analytics market has been segmented into five major regions: North America, Europe, APAC, Latin America, and MEA. North America is expected to have the largest market share in the year 2022. The increased risk emerging through the present business scenario, the increasing competitiveness among the regulating firms, the latest technological developments in risk analytics, and the increasing growth and investment opportunities in the business organizations are leading to the growth of the risk analytics market in the north America region.. APAC is expected to grow at a good pace due to growing digitalization, business complexity, and rising cyberattacks and fraudulent activities in the region.

Risk Analytics Market by Region

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Key Market Players

The Risk analytics vendors have implemented various types of organic and inorganic growth strategies, such as new product launches, product upgradations, partnerships and agreements, business expansions, and mergers and acquisitions to strengthen their offerings in the market. The major vendors in the global Risk Analytics market include IBM (US), SAP (Germany), SAS (US), Oracle (US), FIS (US), Moody’s Analytics (US), Verisk Analytics (US), Alteryx (US), AxiomSL (US), Gurucul (US), Provenir (US), BRIDGEi2i (India), Recorded Future (US), AcadiaSoft (US), Qlik (US), DataFactZ (US), CubeLogic Limited (UK), Risk Edge Solutions (India), Equarius Risk Analytics (US), Quantifi (US), Actify Data Labs (India), Amlgo Labs (India), Zesty.ai (US), Artivatic (India), Artivatic (US), RiskVille (Ireland), Quantexa (UK), Spin Analytics (UK), Kyvos Insights (US), Imply (US). The study includes an in-depth competitive analysis of these key players in the Risk Analytics market with their company profiles, recent developments, and key market strategies.

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Scope of the Report

Report Metrics

Details

Market size available for years

2016–2027

Base year considered

2021

Forecast period

2022–2027

Forecast units

USD Million/Billion

Segments covered

Component, Deployment Mode, Organization Size, Risk type, Vertical, And Region

Geographies covered

North America, Europe, APAC, Latin America and MEA

Companies covered

IBM (US), SAP (Germany), SAS (US), Oracle (US), FIS (US), Moody’s Analytics (US), Verisk Analytics (US), Alteryx (US), AxiomSL (US), Gurucul (US), Provenir (US), BRIDGEi2i (India), Recorded Future (US), AcadiaSoft (US), Qlik (US), DataFactZ (US), CubeLogic Limited (UK), Risk Edge Solutions (India), Equarius Risk Analytics (US), Quantifi (US), Actify Data Labs (India), Amlgo Labs (India), Zesty.ai (US), Artivatic (India), Artivatic (US), RiskVille (Ireland), Quantexa (UK), Spin Analytics (UK), Kyvos Insights (US), Imply (US).

This research report categorizes the risk analytics market based on components, deployment mode, organization size, risk type, vertical, and regions.

By Component:

  • Solution
    • Software
      • Extract, Transform, and Load (ETL) tools
      • Risk calculation engines
      • Scorecard and visualization tools
      • Dashboard analytics and risk reporting tools
      • GRC software
      • Others (operational risk management, human resource risk management, and project risk management)
    • Services
      • Professional Services
      • Managed Services

By Deployment Mode:

  • Cloud
  • On-premises

By Organization Size:

  • Large enterprises
  • Small and medium-sized enterprises (SMEs)

By Risk Types

  • Strategic Risk
  • Operational Risk
  • Financial Risk
  • Others (Reputational Risk, Environmental Risk, Third-Party Risk, And Economic Risk)

By Vertical:

  • Banking and Financial Services
  • Insurance
  • Manufacturing
  • Transportation and Logistics
  • Retail and Consumer Goods
  • IT and Telecom
  • Government and Defense
  • Healthcare and Life Sciences
  • Energy and Utilities
  • Others [Travel And Hospitality, Academia And Research, and Media And Entertainment)

By Region:

  • North America
    • US
    • Canada
  • Europe
    • UK
    • Germany
    • France
    • Rest of Europe
  • APAC
    • China
    • Japan
    • India
    • Rest of APAC
  • MEA
    • Middle East
    • Africa
  • Latin America
    • Brazil
    • Mexico
    • Rest of Latin America

Recent Developments:

  • In February 2022, IBM has acquired Neudesic, a leading U.S. cloud services consultancy specializing primarily in the Microsoft Azure platform, along with bringing skills in multicloud. This acquisition will significantly expand IBM's portfolio of hybrid multicloud services and further advance the company's hybrid cloud and AI strategy.
  • In May 2021, Moody's Corporation and RMS announced that they have entered into a definitive agreement for Moody’s to acquire RMS, a leading global provider of climate and natural disaster risk modeling and analytics, for approximately USD 2 billion from Daily Mail and General Trust plc. The acquisition will immediately increase Moody’s insurance data and analytics business to nearly USD 500 million in revenue and will accelerate the development of the Company’s global integrated risk capabilities to address the next generation of risk assessment
  • In March 2021, IBM announced IBM OpenPages Data Privacy Management, a new module within the OpenPages platform that enables organizations to meet new data privacy challenges head-on.
  • In March 2020, Verisk Analytics announced the expansion of its new InsurTech solution OneXperience into commercial insurance. This expansion will enable agents and businesses to engage and closely collaborate with insurers by sharing video surveys of commercial properties in real time and helping insurers and their customers accelerate the underwriting process.
  • In April 2020, Moody's Analytics launched SolvencyWatch Solution for Insurers’ Capital Monitoring. It provides a fast valuation of an insurer’s assets and liabilities.

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TABLE OF CONTENTS

1 INTRODUCTION (Page No. - 28)
    1.1 STUDY OBJECTIVES
    1.2 MARKET DEFINITION
           1.2.1 INCLUSIONS AND EXCLUSIONS
    1.3 MARKET SCOPE
           1.3.1 MARKET SEGMENTATION
           1.3.2 REGIONS COVERED
           1.3.3 YEARS CONSIDERED
    1.4 CURRENCY CONSIDERED
           TABLE 1 UNITED STATES DOLLAR EXCHANGE RATE, 2019–2021
    1.5 STAKEHOLDERS
    1.6 SUMMARY OF CHANGES

2 RESEARCH METHODOLOGY (Page No. - 33)
    2.1 RESEARCH DATA
           FIGURE 1 RISK ANALYTICS MARKET: RESEARCH DESIGN
           2.1.1 SECONDARY DATA
           2.1.2 PRIMARY DATA
                    TABLE 2 PRIMARY INTERVIEWS
                    2.1.2.1 Breakup of primary profiles
                    2.1.2.2 Key industry insights
    2.2 MARKET BREAKUP AND DATA TRIANGULATION
           FIGURE 2 DATA TRIANGULATION
    2.3 MARKET SIZE ESTIMATION
           FIGURE 3 RISK ANALYTICS MARKET: TOP-DOWN AND BOTTOM-UP APPROACHES
           2.3.1 TOP-DOWN APPROACH
           2.3.2 BOTTOM-UP APPROACH
                    FIGURE 4 MARKET SIZE ESTIMATION METHODOLOGY – APPROACH 1 (SUPPLY-SIDE): REVENUE FROM SOLUTIONS/SERVICES OF MARKET
                    FIGURE 5 MARKET SIZE ESTIMATION METHODOLOGY – APPROACH 2, BOTTOM-UP (SUPPLY-SIDE): COLLECTIVE REVENUE FROM ALL SOLUTIONS/SERVICES OF RISK ANALYTICS MARKET
                    FIGURE 6 MARKET SIZE ESTIMATION METHODOLOGY – APPROACH 3, BOTTOM-UP (DEMAND-SIDE): SHARE OF RISK ANALYTICS THROUGH OVERALL RISK ANALYTICS SPENDING
    2.4 MARKET FORECAST
           TABLE 3 FACTOR ANALYSIS
    2.5 COMPANY EVALUATION MATRIX METHODOLOGY
           FIGURE 7 COMPANY EVALUATION MATRIX: CRITERIA WEIGHTAGE
    2.6 STARTUP/SME EVALUATION MATRIX METHODOLOGY
           FIGURE 8 STARTUP/SME EVALUATION MATRIX: CRITERIA WEIGHTAGE
    2.7 ASSUMPTIONS
    2.8 LIMITATIONS

3 EXECUTIVE SUMMARY (Page No. - 46)
    TABLE 4 GLOBAL RISK ANALYTICS MARKET SIZE AND GROWTH RATE, 2016–2021 (USD MILLION, Y-O-Y%)
    TABLE 5 GLOBAL MARKET SIZE AND GROWTH RATE, 2022–2027 (USD MILLION, Y-O-Y%)
    FIGURE 9 SOFTWARE SEGMENT TO HOLD A LARGER MARKET SIZE IN 2022
    FIGURE 10 GRC SOFTWARE SEGMENT TO HOLD LARGEST MARKET SIZE IN 2022
    FIGURE 11 PROFESSIONAL SERVICES SEGMENT TO HOLD LARGER MARKET SHARE IN 2022
    FIGURE 12 ON-PREMISES SEGMENT TO HOLD LARGER MARKET SIZE IN 2022
    FIGURE 13 LARGE ENTERPRISES SEGMENT TO HOLD LARGER MARKET SHARE IN 2022
    FIGURE 14 FINANCIAL RISK SEGMENT TO HOLD LARGEST MARKET SIZE IN 2022
    FIGURE 15 BANKING AND FINANCIAL SERVICES VERTICAL TO HOLD LARGEST MARKET SIZE IN 2022
    FIGURE 16 NORTH AMERICA TO HOLD LARGEST MARKET SHARE IN 2022

4 PREMIUM INSIGHTS (Page No. - 51)
    4.1 ATTRACTIVE OPPORTUNITIES IN RISK ANALYTICS MARKET
           FIGURE 17 GROWING DIGITALIZATION AND BUSINESS PROCESS AUTOMATION TO BOOST MARKET GROWTH
    4.2 MARKET: TOP THREE VERTICALS
           FIGURE 18 BANKING AND FINANCIAL SERVICES SEGMENT TO HOLD LARGEST MARKET SIZE DURING FORECAST PERIOD
    4.3 MARKET, BY REGION
           FIGURE 19 NORTH AMERICA TO HOLD LARGEST MARKET SHARE IN 2022
    4.4 NORTH AMERICA: MARKET, BY SOFTWARE AND RISK TYPE
           FIGURE 20 GRC SOFTWARE SEGMENT AND FINANCIAL RISK SEGMENT TO HOLD LARGEST MARKET SHARE IN 2022

5 MARKET OVERVIEW AND INDUSTRY TRENDS (Page No. - 53)
    5.1 INTRODUCTION
    5.2 MARKET DYNAMICS
           FIGURE 21 DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES: RISK ANALYTICS MARKET
           5.2.1 DRIVERS
                    5.2.1.1 Growing incidences of data thefts and security breaches
                    5.2.1.2 Rising government compliance with stringent industry regulations
                    5.2.1.3 Increasing complexities across business processes
                    5.2.1.4 Rising digitalization and business process automation
           5.2.2 RESTRAINTS
                    5.2.2.1 High cost and complexity in software installation and configuration
                    5.2.2.2 Intricate nature of regulatory compliance
           5.2.3 OPPORTUNITIES
                    5.2.3.1 Adoption of AI and blockchain technology in market
                    5.2.3.2 Rising innovations in FinTech industry
           5.2.4 CHALLENGES
                    5.2.4.1 Integration of data from data silos
    5.3 PRICING MODEL ANALYSIS
    5.4 TRENDS AND DISRUPTIONS IMPACTING BUYERS
           FIGURE 22 REVENUE SHIFT FOR RISK ANALYTICS MARKET
    5.5 RISK ANALYTICS: EVOLUTION
           FIGURE 23 EVOLUTION OF RISK ANALYTICS
    5.6 RISK ANALYTICS: ECOSYSTEM
           FIGURE 24 ECOSYSTEM OF RISK ANALYTICS
    5.7 RISK ANALYTICS MARKET: COVID-19 IMPACT
    5.8 CASE STUDY ANALYSIS
           5.8.1 USE CASE 1: NEW ZEALAND SUPERANNUATION FUND (NZSF) USED QUANTIFI SOLUTION FOR CREDIT AND LIQUIDITY RISK MANAGEMENT
           5.8.2 USE CASE 2: PIRAEUS BANK USED QUANTIFI XVA SOLUTION TO ADDRESS ITS XVA REQUIREMENTS
           5.8.3 USE CASE 3: POWER MAPPING ELEMENT OF VERISK MAPLECROFT’S RISK ANALYSIS SERVICE USED FOR INFORMED BUSINESS DECISIONS
           5.8.4 USE CASE 4: REGIONAL BANK DEPLOYED ONESPAN RISK ANALYTICS SOLUTION TO DRIVE DOWN FRAUD
           5.8.5 USE CASE 5: EMEA-BASED FINANCIAL INSTITUTIONS DEPLOYED IFRS 9 SOLUTION OF AXIOMSL
    5.9 VALUE CHAIN ANALYSIS
           FIGURE 25 VALUE CHAIN ANALYSIS
    5.10 ECOSYSTEM
           TABLE 6 RISK ANALYTICS MARKET: ECOSYSTEM
    5.11 PATENT ANALYSIS
           5.11.1 METHODOLOGY
           5.11.2 DOCUMENT TYPE
           TABLE 7 PATENTS FILED, 2019–2022
           5.11.3 INNOVATION AND PATENT APPLICATIONS
           FIGURE 26 TOTAL NUMBER OF PATENTS GRANTED IN A YEAR, 2019–2022
                    5.11.3.1 Top applicants
                               FIGURE 27 TOP 10 COMPANIES WITH HIGHEST NUMBER OF PATENT APPLICATIONS, 2019–2022
    5.12 TECHNOLOGY ANALYSIS
           5.12.1 RISK ANALYTICS AND ARTIFICIAL INTELLIGENCE
           5.12.2 RISK ANALYTICS AND MACHINE LEARNING
           5.12.3 RISK ANALYTICS AND INTERNET OF THINGS
    5.13 KEY CONFERENCES AND EVENTS IN 2022–2023
                    TABLE 8 RISK ANALYTICS MARKET: DETAILED LIST OF CONFERENCES AND EVENTS
    5.14 PORTER’S FIVE FORCES ANALYSIS
                    TABLE 9 MARKET: PORTER’S FIVE FORCES ANALYSIS
           5.14.1 THREAT OF NEW ENTRANTS
           5.14.2 THREAT OF SUBSTITUTES
           5.14.3 BARGAINING POWER OF SUPPLIERS
           5.14.4 BARGAINING POWER OF BUYERS
           5.14.5 INTENSITY OF COMPETITIVE RIVALRY
    5.15 TARIFF AND REGULATORY LANDSCAPE
           5.15.1 REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
                    TABLE 10 NORTH AMERICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
                    TABLE 11 EUROPE: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
                    TABLE 12 ASIA PACIFIC: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
                    TABLE 13 MIDDLE EAST AND AFRICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
                    TABLE 14 LATIN AMERICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
    5.16 REGULATORY IMPLICATIONS.
           5.16.1 ISO 31000 2009: RISK MANAGEMENT PRINCIPLES AND GUIDELINES
           5.16.2 ISO/IEC 31010:2009: RISK MANAGEMENT–RISK ASSESSMENT TECHNIQUES
           5.16.3 GRC CAPABILITY MODEL 3.0 (RED BOOK)
           5.16.4 COMMITTEE OF SPONSORING ORGANIZATIONS: ENTERPRISE RISK MANAGEMENT FRAMEWORK
           5.16.5 NORTH AMERICA: REGULATIONS
                    5.16.5.1 Personal Information Protection and Electronic Documents Act
                    5.16.5.2 Gramm–Leach–Bliley Act
                    5.16.5.3 Health Insurance Portability and Accountability Act of 1996
                    5.16.5.4 California Consumer Privacy Act
           5.16.6 EUROPE: REGULATIONS
                    5.16.6.1 General Data Protection Regulation
                    5.16.6.2 BASEL
                    5.16.6.3 European Committee for Standardization
           5.16.7 ASIA PACIFIC: REGULATIONS
                    5.16.7.1 Personal Data Protection Act
                    5.16.7.2 International Organization for Standardization 27001
           5.16.8 MIDDLE EAST AND AFRICA: REGULATIONS
                    5.16.8.1 Israeli Privacy Protection Regulations (Data Security), 5777-2017
                    5.16.8.2 GDPR Applicability in KSA
                    5.16.8.3 Protection of Personal Information Act
           5.16.9 LATIN AMERICA: REGULATIONS
                    5.16.9.1 Brazil Data Protection Law
                    5.16.9.2 Argentina Personal Data Protection Law No. 25.326
    5.17 KEY STAKEHOLDERS AND BUYING CRITERIA
           5.17.1 KEY STAKEHOLDERS IN BUYING PROCESS
                    TABLE 15 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS FOR TOP VERTICALS (%)
           5.17.2 BUYING CRITERIA
                    TABLE 16 KEY BUYING CRITERIA FOR TOP THREE VERTICALS

6 RISK ANALYTICS MARKET, BY COMPONENT (Page No. - 79)
    6.1 INTRODUCTION
           6.1.1 COMPONENT: MARKET DRIVERS
           6.1.2 COMPONENT: COVID-19 IMPACT
                    FIGURE 28 SERVICES SEGMENT TO REGISTER HIGHER CAGR DURING FORECAST PERIOD
                    TABLE 17 MARKET, BY COMPONENT, 2016–2021 (USD MILLION)
                    TABLE 18 MARKET SIZE, BY COMPONENT, 2022–2027 (USD MILLION)
    6.2 SOFTWARE
           FIGURE 29 GRC SOFTWARE TO HOLD LARGEST MARKET SIZE DURING FORECAST PERIOD
           TABLE 19 RISK ANALYTICS SOFTWARE MARKET, BY REGION, 2016–2021 (USD MILLION)
           TABLE 20 RISK ANALYTICS SOFTWARE MARKET, BY REGION, 2022–2027 (USD MILLION)
           TABLE 21 RISK ANALYTICS MARKET, BY SOFTWARE, 2016–2021 (USD MILLION)
           TABLE 22 MARKET, BY SOFTWARE, 2022–2027 (USD MILLION)
           6.2.1 ETL TOOLS
                    TABLE 23 ETL TOOLS: MARKET, BY REGION, 2016–2021 (USD MILLION)
                    TABLE 24 ETL TOOLS: MARKET, BY REGION, 2022–2027 (USD MILLION)
           6.2.2 RISK CALCULATION ENGINES
                    TABLE 25 RISK CALCULATION ENGINES: MARKET, BY REGION, 2016–2021 (USD MILLION)
                    TABLE 26 RISK CALCULATION ENGINES: MARKET, BY REGION, 2022–2027 (USD MILLION)
           6.2.3 SCORECARD AND VISUALIZATION TOOLS
                    TABLE 27 SCORECARD AND VISUALIZATION TOOLS: MARKET, BY REGION, 2016–2021 (USD MILLION)
                    TABLE 28 SCORECARD AND VISUALIZATION TOOLS: MARKET, BY REGION, 2022–2027 (USD MILLION)
           6.2.4 DASHBOARD ANALYTICS AND RISK REPORTING TOOLS
                    TABLE 29 DASHBOARD ANALYTICS AND RISK REPORTING TOOLS: RISK ANALYTICS MARKET, BY REGION, 2016–2021 (USD MILLION)
                    TABLE 30 DASHBOARD ANALYTICS AND RISK REPORTING TOOLS: MARKET, BY REGION, 2022–2027 (USD MILLION)
           6.2.5 GRC SOFTWARE
                    TABLE 31 GRC SOFTWARE: MARKET, BY REGION, 2016–2021 (USD MILLION)
                    TABLE 32 GRC SOFTWARE: MARKET, BY REGION, 2022–2027 (USD MILLION)
           6.2.6 OTHER SOFTWARE
                    TABLE 33 OTHER SOFTWARE: MARKET, BY REGION, 2016–2021 (USD MILLION)
                    TABLE 34 OTHER SOFTWARE: MARKET, BY REGION, 2022–2027 (USD MILLION)
    6.3 SERVICES
           FIGURE 30 MANAGED SERVICES SEGMENT TO GROW AT HIGHER CAGR DURING FORECAST PERIOD
           TABLE 35 SERVICES: RISK ANALYTICS MARKET, BY REGION, 2016–2021 (USD MILLION)
           TABLE 36 SERVICES: MARKET, BY REGION, 2022–2027 (USD MILLION)
           TABLE 37 MARKET, BY SERVICE, 2016–2021 (USD MILLION)
           TABLE 38 MARKET, BY SERVICE, 2022–2027 (USD MILLION)
           6.3.1 PROFESSIONAL SERVICES
                    TABLE 39 PROFESSIONAL SERVICES: MARKET, BY REGION, 2016–2021 (USD MILLION)
                    TABLE 40 PROFESSIONAL SERVICES: MARKET, BY REGION, 2022–2027 (USD MILLION)
           6.3.2 MANAGED SERVICES
                    TABLE 41 MANAGED SERVICES: MARKET, BY REGION, 2016–2021 (USD MILLION)
                    TABLE 42 MANAGED SERVICES: MARKET, BY REGION, 2022–2027 (USD MILLION)

7 RISK ANALYTICS MARKET, BY DEPLOYMENT MODE (Page No. - 94)
    7.1 INTRODUCTION
           7.1.1 DEPLOYMENT MODE: MARKET DRIVERS
           7.1.2 DEPLOYMENT MODE: COVID-19 IMPACT
                    FIGURE 31 ON-PREMISES SEGMENT TO HOLD LARGER MARKET SIZE DURING FORECAST PERIOD
                    TABLE 43 MARKET, BY DEPLOYMENT MODE, 2016–2021 (USD MILLION)
                    TABLE 44 MARKET, BY DEPLOYMENT MODE, 2022–2027 (USD MILLION)
    7.2 CLOUD
           TABLE 45 CLOUD: MARKET, BY REGION, 2016–2021 (USD MILLION)
           TABLE 46 CLOUD: MARKET, BY REGION, 2022–2027 (USD MILLION)
    7.3 ON-PREMISES
           TABLE 47 ON-PREMISES: MARKET, BY REGION, 2016–2021 (USD MILLION)
           TABLE 48 ON-PREMISES: MARKET, BY REGION, 2022–2027 (USD MILLION)

8 RISK ANALYTICS MARKET, BY ORGANIZATION SIZE (Page No. - 99)
    8.1 INTRODUCTION
           8.1.1 ORGANIZATION SIZE: MARKET DRIVERS
           8.1.2 ORGANIZATION SIZE: COVID-19 IMPACT
                    FIGURE 32 SMALL- AND MEDIUM-SIZED ENTERPRISES SEGMENT TO GROW AT HIGHER CAGR DURING FORECAST PERIOD
                    TABLE 49 MARKET, BY ORGANIZATION SIZE, 2016–2021 (USD MILLION)
                    TABLE 50 MARKET, BY ORGANIZATION SIZE, 2022–2027 (USD MILLION)
    8.2 LARGE ENTERPRISES
           TABLE 51 LARGE ENTERPRISES: MARKET, BY REGION, 2016–2021 (USD MILLION)
           TABLE 52 LARGE ENTERPRISES: MARKET, BY REGION, 2022–2027 (USD MILLION)
    8.3 SMALL- AND MEDIUM-SIZED ENTERPRISES
           TABLE 53 SMALL- AND MEDIUM-SIZED ENTERPRISES: MARKET, BY REGION, 2016–2021 (USD MILLION)
           TABLE 54 SMALL- AND MEDIUM-SIZED ENTERPRISES: MARKET, BY REGION, 2022–2027 (USD MILLION)

9 RISK ANALYTICS MARKET, BY RISK TYPE (Page No. - 104)
    9.1 INTRODUCTION
           9.1.1 RISK TYPE: MARKET DRIVERS
           9.1.2 RISK TYPE: COVID-19 IMPACT
                    FIGURE 33 STRATEGIC RISK SEGMENT TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD
                    TABLE 55 MARKET, BY RISK TYPE, 2016–2021 (USD MILLION)
                    TABLE 56 MARKET, BY RISK TYPE, 2022–2027 (USD MILLION)
    9.2 STRATEGIC RISK
           TABLE 57 STRATEGIC RISK: MARKET, BY REGION, 2016–2021 (USD MILLION)
           TABLE 58 STRATEGIC RISK: MARKET, BY REGION, 2022–2027 (USD MILLION)
    9.3 OPERATIONAL RISK
           TABLE 59 OPERATIONAL RISK: MARKET, BY REGION, 2016–2021 (USD MILLION)
           TABLE 60 OPERATIONAL RISK: RISK ANALYTICS MARKET, BY REGION, 2022–2027 (USD MILLION)
    9.4 FINANCIAL RISK
           TABLE 61 FINANCIAL RISK: MARKET, BY REGION, 2016–2021 (USD MILLION)
           TABLE 62 FINANCIAL RISK: MARKET, BY REGION, 2022–2027 (USD MILLION)
    9.5 OTHER RISK TYPES
           TABLE 63 OTHER RISK TYPES: MARKET, BY REGION, 2016–2021 (USD MILLION)
           TABLE 64 OTHER RISK TYPES: MARKET, BY REGION, 2022–2027 (USD MILLION)

10 RISK ANALYTICS MARKET, BY VERTICAL (Page No. - 111)
     10.1 INTRODUCTION
             10.1.1 VERTICAL: MARKET DRIVERS
             10.1.2 VERTICAL: COVID-19 IMPACT
                       FIGURE 34 HEALTHCARE AND LIFE SCIENCES VERTICAL TO REGISTER HIGHEST CAGR DURING FORECAST PERIOD
                       TABLE 65 MARKET, BY VERTICAL, 2016–2021 (USD MILLION)
                       TABLE 66 MARKET SIZE, BY VERTICAL, 2022–2027 (USD MILLION)
     10.2 BANKING AND FINANCIAL SERVICES
               TABLE 67 BANKING AND FINANCIAL SECTOR SERVICES: USE CASES
               TABLE 68 BANKING AND FINANCIAL SERVICES: RISK ANALYTICS MARKET, BY REGION, 2016–2021 (USD MILLION)
               TABLE 69 BANKING AND FINANCIAL SERVICES: MARKET, BY REGION, 2022–2027 (USD MILLION)
     10.3 INSURANCE
               TABLE 70 INSURANCE: USE CASES
               TABLE 71 INSURANCE: MARKET, BY REGION, 2016–2021 (USD MILLION)
               TABLE 72 INSURANCE: MARKET, BY REGION, 2022–2027 (USD MILLION)
     10.4 MANUFACTURING
               TABLE 73 MANUFACTURING: USE CASES
               TABLE 74 MANUFACTURING: MARKET, BY REGION, 2016–2021 (USD MILLION)
               TABLE 75 MANUFACTURING: MARKET, BY REGION, 2022–2027 (USD MILLION)
     10.5 TRANSPORTATION AND LOGISTICS
               TABLE 76 TRANSPORTATION AND LOGISTICS: USE CASES
               TABLE 77 TRANSPORTATION AND LOGISTICS: RISK ANALYTICS MARKET, BY REGION, 2016–2021 (USD MILLION)
               TABLE 78 TRANSPORTATION AND LOGISTICS: MARKET, BY REGION, 2022–2027 (USD MILLION)
     10.6 RETAIL AND CONSUMER GOODS
               TABLE 79 RETAIL AND CONSUMER GOODS: USE CASES
               TABLE 80 RETAIL AND CONSUMER GOODS: MARKET, BY REGION, 2016–2021 (USD MILLION)
               TABLE 81 RETAIL AND CONSUMER GOODS: MARKET, BY REGION, 2022–2027 (USD MILLION)
     10.7 IT AND TELECOM
               TABLE 82 IT AND TELECOM: USE CASES
               TABLE 83 IT AND TELECOM: MARKET, BY REGION, 2016–2021 (USD MILLION)
               TABLE 84 IT AND TELECOM: MARKET, BY REGION, 2022–2027 (USD MILLION)
     10.8 GOVERNMENT AND DEFENSE
               TABLE 85 GOVERNMENT AND DEFENSE: USE CASES
               TABLE 86 GOVERNMENT AND DEFENSE: RISK ANALYTICS MARKET, BY REGION, 2016–2021 (USD MILLION)
               TABLE 87 GOVERNMENT AND DEFENSE: MARKET, BY REGION, 2022–2027 (USD MILLION)
     10.9 HEALTHCARE AND LIFE SCIENCES
               TABLE 88 HEALTHCARE AND LIFE SCIENCES: USE CASES
               TABLE 89 HEALTHCARE AND LIFE SCIENCES: MARKET, BY REGION, 2016–2021 (USD MILLION)
               TABLE 90 HEALTHCARE AND LIFE SCIENCES: MARKET, BY REGION, 2022–2027 (USD MILLION)
     10.10 ENERGY AND UTILITIES
               TABLE 91 ENERGY AND UTILITIES: USE CASES
               TABLE 92 ENERGY AND UTILITIES: MARKET, BY REGION, 2016–2021 (USD MILLION)
               TABLE 93 ENERGY AND UTILITIES: MARKET, BY REGION, 2022–2027 (USD MILLION)
     10.11 OTHER VERTICALS
                       TABLE 94 OTHER VERTICALS: USE CASES
                       TABLE 95 OTHER VERTICALS: MARKET, BY REGION, 2016–2021 (USD MILLION)
                       TABLE 96 OTHER VERTICALS: MARKET, BY REGION, 2022–2027 (USD MILLION)

11 RISK ANALYTICS MARKET, BY REGION (Page No. - 128)
     11.1 INTRODUCTION
               FIGURE 35 INDIA TO ACCOUNT FOR HIGHEST CAGR DURING FORECAST PERIOD
               FIGURE 36 ASIA PACIFIC TO WITNESS HIGHEST CAGR DURING FORECAST PERIOD
               TABLE 97 MARKET, BY REGION, 2016–2021 (USD MILLION)
               TABLE 98 MARKET, BY REGION, 2022–2027 (USD MILLION)
     11.2 NORTH AMERICA
             11.2.1 NORTH AMERICA: MARKET DRIVERS
             11.2.2 NORTH AMERICA: COVID-19 IMPACT
                       FIGURE 37 NORTH AMERICA: MARKET SNAPSHOT
                       TABLE 99 NORTH AMERICA: RISK ANALYTICS MARKET, BY COMPONENT, 2016–2021 (USD MILLION)
                       TABLE 100 NORTH AMERICA: MARKET, BY COMPONENT, 2022–2027 (USD MILLION)
                       TABLE 101 NORTH AMERICA: MARKET, BY SOFTWARE, 2016–2021 (USD MILLION)
                       TABLE 102 NORTH AMERICA: MARKET, BY SOFTWARE, 2022–2027 (USD MILLION)
                       TABLE 103 NORTH AMERICA: MARKET, BY SERVICE, 2016–2021 (USD MILLION)
                       TABLE 104 NORTH AMERICA: MARKET, BY SERVICE, 2022–2027 (USD MILLION)
                       TABLE 105 NORTH AMERICA: MARKET, BY DEPLOYMENT MODE, 2016–2021 (USD MILLION)
                       TABLE 106 NORTH AMERICA: MARKET, BY DEPLOYMENT MODE, 2022–2027 (USD MILLION)
                       TABLE 107 NORTH AMERICA: MARKET, BY RISK TYPE, 2016–2021 (USD MILLION)
                       TABLE 108 NORTH AMERICA: RISK ANALYTICS MARKET, BY RISK TYPE, 2022–2027 (USD MILLION)
                       TABLE 109 NORTH AMERICA: MARKET, BY ORGANIZATION SIZE, 2016–2021 (USD MILLION)
                       TABLE 110 NORTH AMERICA: MARKET, BY ORGANIZATION SIZE, 2022–2027 (USD MILLION)
                       TABLE 111 NORTH AMERICA: MARKET, BY VERTICAL, 2016–2021 (USD MILLION)
                       TABLE 112 NORTH AMERICA: MARKET, BY VERTICAL, 2022–2027 (USD MILLION)
                       TABLE 113 NORTH AMERICA: MARKET, BY COUNTRY, 2016–2021 (USD MILLION)
                       TABLE 114 NORTH AMERICA: MARKET, BY COUNTRY, 2022–2027 (USD MILLION)
             11.2.3 US
                       TABLE 115 US: RISK ANALYTICS MARKET, BY COMPONENT, 2016–2021 (USD MILLION)
                       TABLE 116 US: MARKET, BY COMPONENT, 2022–2027 (USD MILLION)
                       TABLE 117 US: MARKET, BY RISK TYPE, 2016–2021 (USD MILLION)
                       TABLE 118 US: MARKET, BY RISK TYPE, 2022–2027 (USD MILLION)
             11.2.4 CANADA
                       TABLE 119 CANADA: MARKET, BY COMPONENT, 2016–2021 (USD MILLION)
                       TABLE 120 CANADA: MARKET, BY COMPONENT, 2022–2027 (USD MILLION)
                       TABLE 121 CANADA: MARKET, BY RISK TYPE, 2016–2021 (USD MILLION)
                       TABLE 122 CANADA: MARKET, BY RISK TYPE, 2022–2027 (USD MILLION)
     11.3 EUROPE
             11.3.1 EUROPE: RISK ANALYTICS MARKET DRIVERS
             11.3.2 EUROPE: COVID-19 IMPACT
                       TABLE 123 EUROPE: MARKET, BY COMPONENT, 2016–2021 (USD MILLION)
                       TABLE 124 EUROPE: MARKET, BY COMPONENT, 2022–2027 (USD MILLION)
                       TABLE 125 EUROPE: MARKET, BY SOFTWARE, 2016–2021 (USD MILLION)
                       TABLE 126 EUROPE: MARKET, BY SOFTWARE, 2022–2027 (USD MILLION)
                       TABLE 127 EUROPE: MARKET, BY SERVICE, 2016–2021 (USD MILLION)
                       TABLE 128 EUROPE: MARKET, BY SERVICE, 2022–2027 (USD MILLION)
                       TABLE 129 EUROPE: MARKET, BY DEPLOYMENT MODE, 2016–2021 (USD MILLION)
                       TABLE 130 EUROPE: MARKET, BY DEPLOYMENT MODE, 2022–2027 (USD MILLION)
                       TABLE 131 EUROPE: RISK ANALYTICS MARKET, BY RISK TYPE, 2016–2021 (USD MILLION)
                       TABLE 132 EUROPE: MARKET, BY RISK TYPE, 2022–2027 (USD MILLION)
                       TABLE 133 EUROPE: MARKET, BY ORGANIZATION SIZE, 2016–2021 (USD MILLION)
                       TABLE 134 EUROPE: MARKET, BY ORGANIZATION SIZE, 2022–2027 (USD MILLION)
                       TABLE 135 EUROPE: MARKET, BY VERTICAL, 2016–2021 (USD MILLION)
                       TABLE 136 EUROPE: MARKET, BY VERTICAL, 2022–2027 (USD MILLION)
                       TABLE 137 EUROPE: MARKET, BY COUNTRY, 2016–2021 (USD MILLION)
                       TABLE 138 EUROPE: MARKET, BY COUNTRY, 2022–2027 (USD MILLION)
             11.3.3 UK
                       TABLE 139 UK: RISK ANALYTICS MARKET, BY COMPONENT, 2016–2021 (USD MILLION)
                       TABLE 140 UK: MARKET, BY COMPONENT, 2022–2027 (USD MILLION)
                       TABLE 141 UK: MARKET, BY RISK TYPE, 2016–2021 (USD MILLION)
                       TABLE 142 UK: MARKET, BY RISK TYPE, 2022–2027 (USD MILLION)
             11.3.4 GERMANY
                       TABLE 143 GERMANY: MARKET, BY COMPONENT, 2016–2021 (USD MILLION)
                       TABLE 144 GERMANY: MARKET, BY COMPONENT, 2022–2027 (USD MILLION)
                       TABLE 145 GERMANY: MARKET, BY RISK TYPE, 2016–2021 (USD MILLION)
                       TABLE 146 GERMANY: MARKET, BY RISK TYPE, 2022–2027 (USD MILLION)
             11.3.5 FRANCE
                       TABLE 147 FRANCE: RISK ANALYTICS MARKET, BY COMPONENT, 2016–2021 (USD MILLION)
                       TABLE 148 FRANCE: MARKET, BY COMPONENT, 2022–2027 (USD MILLION)
                       TABLE 149 FRANCE: MARKET, BY RISK TYPE, 2016–2021 (USD MILLION)
                       TABLE 150 FRANCE: MARKET, BY RISK TYPE, 2022–2027 (USD MILLION)
             11.3.6 REST OF EUROPE
                       TABLE 151 REST OF EUROPE: MARKET, BY COMPONENT, 2016–2021 (USD MILLION)
                       TABLE 152 REST OF EUROPE: MARKET, BY COMPONENT, 2022–2027 (USD MILLION)
                       TABLE 153 REST OF EUROPE: MARKET, BY RISK TYPE, 2016–2021 (USD MILLION)
                       TABLE 154 REST OF EUROPE: MARKET, BY RISK TYPE, 2022–2027 (USD MILLION)
     11.4 ASIA PACIFIC
             11.4.1 ASIA PACIFIC: RISK ANALYTICS MARKET DRIVERS
             11.4.2 ASIA PACIFIC: COVID-19 IMPACT
                       FIGURE 38 ASIA PACIFIC: MARKET SNAPSHOT
                       TABLE 155 ASIA PACIFIC: MARKET, BY COMPONENT, 2016–2021 (USD MILLION)
                       TABLE 156 ASIA PACIFIC: MARKET, BY COMPONENT, 2022–2027 (USD MILLION)
                       TABLE 157 ASIA PACIFIC: MARKET SIZE, BY SOFTWARE, 2016–2021 (USD MILLION)
                       TABLE 158 ASIA PACIFIC: MARKET SIZE, BY SOFTWARE, 2022–2027 (USD MILLION)
                       TABLE 159 ASIA PACIFIC: MARKET SIZE, BY SERVICE, 2016–2021 (USD MILLION)
                       TABLE 160 ASIA PACIFIC: MARKET SIZE, BY SERVICE, 2022–2027 (USD MILLION)
                       TABLE 161 ASIA PACIFIC: MARKET SIZE, BY DEPLOYMENT MODE, 2016–2021 (USD MILLION)
                       TABLE 162 ASIA PACIFIC: MARKET SIZE, BY DEPLOYMENT MODE, 2022–2027 (USD MILLION)
                       TABLE 163 ASIA PACIFIC: RISK ANALYTICS MARKET SIZE, BY RISK TYPE, 2016–2021 (USD MILLION)
                       TABLE 164 ASIA PACIFIC: MARKET SIZE, BY RISK TYPE, 2022–2027 (USD MILLION)
                       TABLE 165 ASIA PACIFIC: MARKET SIZE, BY ORGANIZATION SIZE, 2016–2021 (USD MILLION)
                       TABLE 166 ASIA PACIFIC: MARKET SIZE, BY ORGANIZATION SIZE, 2022–2027 (USD MILLION)
                       TABLE 167 ASIA PACIFIC: MARKET SIZE, BY VERTICAL, 2016–2021 (USD MILLION)
                       TABLE 168 ASIA PACIFIC: MARKET SIZE, BY VERTICAL, 2022–2027 (USD MILLION)
                       TABLE 169 ASIA PACIFIC: MARKET SIZE, BY COUNTRY, 2016–2021 (USD MILLION)
                       TABLE 170 ASIA PACIFIC: MARKET SIZE, BY COUNTRY, 2022–2027 (USD MILLION)
             11.4.3 CHINA
                       TABLE 171 CHINA: RISK ANALYTICS MARKET, BY COMPONENT, 2016–2021 (USD MILLION)
                       TABLE 172 CHINA: MARKET, BY COMPONENT, 2022–2027 (USD MILLION)
                       TABLE 173 CHINA: MARKET, BY RISK TYPE, 2016–2021 (USD MILLION)
                       TABLE 174 CHINA: MARKET, BY RISK TYPE, 2022–2027 (USD MILLION)
             11.4.4 JAPAN
                       TABLE 175 JAPAN: MARKET, BY COMPONENT, 2016–2021 (USD MILLION)
                       TABLE 176 JAPAN: MARKET, BY COMPONENT, 2022–2027 (USD MILLION)
                       TABLE 177 JAPAN: MARKET, BY RISK TYPE, 2016–2021 (USD MILLION)
                       TABLE 178 JAPAN: MARKET, BY RISK TYPE, 2022–2027 (USD MILLION)
             11.4.5 INDIA
                       TABLE 179 INDIA: RISK ANALYTICS MARKET, BY COMPONENT, 2016–2021 (USD MILLION)
                       TABLE 180 INDIA: MARKET, BY COMPONENT, 2022–2027 (USD MILLION)
                       TABLE 181 INDIA: MARKET, BY RISK TYPE, 2016–2021 (USD MILLION)
                       TABLE 182 INDIA: MARKET, BY RISK TYPE, 2022–2027 (USD MILLION)
             11.4.6 REST OF ASIA PACIFIC
                       TABLE 183 REST OF ASIA PACIFIC: MARKET, BY COMPONENT, 2016–2021 (USD MILLION)
                       TABLE 184 REST OF ASIA PACIFIC: MARKET, BY COMPONENT, 2022–2027 (USD MILLION)
                       TABLE 185 REST OF ASIA PACIFIC: MARKET, BY RISK TYPE, 2016–2021 (USD MILLION)
                       TABLE 186 REST OF ASIA PACIFIC: MARKET, BY RISK TYPE, 2022–2027 (USD MILLION)
     11.5 MIDDLE EAST AND AFRICA
             11.5.1 MIDDLE EAST AND AFRICA: RISK ANALYTICS MARKET DRIVERS
             11.5.2 MIDDLE EAST AND AFRICA: COVID-19 IMPACT
                       TABLE 187 MIDDLE EAST AND AFRICA: MARKET, BY COMPONENT, 2016–2021 (USD MILLION)
                       TABLE 188 MIDDLE EAST AND AFRICA: MARKET, BY COMPONENT, 2022–2027 (USD MILLION)
                       TABLE 189 MIDDLE EAST AND AFRICA: MARKET, BY SOFTWARE, 2016–2021 (USD MILLION)
                       TABLE 190 MIDDLE EAST AND AFRICA: MARKET, BY SOFTWARE, 2022–2027 (USD MILLION)
                       TABLE 191 MIDDLE EAST AND AFRICA: MARKET, BY SERVICE, 2016–2021 (USD MILLION)
                       TABLE 192 MIDDLE EAST AND AFRICA: MARKET, BY SERVICE, 2022–2027 (USD MILLION)
                       TABLE 193 MIDDLE EAST AND AFRICA: MARKET, BY DEPLOYMENT MODE, 2016–2021 (USD MILLION)
                       TABLE 194 MIDDLE EAST AND AFRICA: MARKET, BY DEPLOYMENT MODE, 2022–2027 (USD MILLION)
                       TABLE 195 MIDDLE EAST AND AFRICA: RISK ANALYTICS MARKET, BY RISK TYPE, 2016–2021 (USD MILLION)
                       TABLE 196 MIDDLE EAST AND AFRICA: MARKET, BY RISK TYPE, 2022–2027 (USD MILLION)
                       TABLE 197 MIDDLE EAST AND AFRICA: MARKET, BY ORGANIZATION SIZE, 2016–2021 (USD MILLION)
                       TABLE 198 MIDDLE EAST AND AFRICA: MARKET, BY ORGANIZATION SIZE, 2022–2027 (USD MILLION)
                       TABLE 199 MIDDLE EAST AND AFRICA: MARKET, BY VERTICAL, 2016–2021 (USD MILLION)
                       TABLE 200 MIDDLE EAST AND AFRICA: MARKET, BY VERTICAL, 2022–2027 (USD MILLION)
                       TABLE 201 MIDDLE EAST AND AFRICA: MARKET, BY REGION, 2016–2021 (USD MILLION)
                       TABLE 202 MIDDLE EAST AND AFRICA: MARKET, BY REGION, 2022–2027 (USD MILLION)
             11.5.3 MIDDLE EAST
                       TABLE 203 MIDDLE EAST: RISK ANALYTICS MARKET, BY COMPONENT, 2016–2021 (USD MILLION)
                       TABLE 204 MIDDLE EAST: MARKET, BY COMPONENT, 2022–2027 (USD MILLION)
                       TABLE 205 MIDDLE EAST: MARKET, BY RISK TYPE, 2016–2021 (USD MILLION)
                       TABLE 206 MIDDLE EAST: MARKET, BY RISK TYPE, 2022–2027 (USD MILLION)
             11.5.4 AFRICA
                       TABLE 207 AFRICA: MARKET, BY COMPONENT, 2016–2021 (USD MILLION)
                       TABLE 208 AFRICA: MARKET, BY COMPONENT, 2022–2027 (USD MILLION)
                       TABLE 209 AFRICA: MARKET, BY RISK TYPE, 2016–2021 (USD MILLION)
                       TABLE 210 AFRICA: MARKET, BY RISK TYPE, 2022–2027 (USD MILLION)
     11.6 LATIN AMERICA
             11.6.1 LATIN AMERICA: RISK ANALYTICS MARKET DRIVERS
             11.6.2 LATIN AMERICA: COVID-19 IMPACT
                       TABLE 211 LATIN AMERICA: MARKET, BY COMPONENT, 2016–2021 (USD MILLION)
                       TABLE 212 LATIN AMERICA: MARKET, BY COMPONENT, 2022–2027 (USD MILLION)
                       TABLE 213 LATIN AMERICA: MARKET, BY SOFTWARE, 2016–2021 (USD MILLION)
                       TABLE 214 LATIN AMERICA: MARKET, BY SOFTWARE, 2022–2027 (USD MILLION)
                       TABLE 215 LATIN AMERICA: MARKET, BY SERVICE, 2016–2021 (USD MILLION)
                       TABLE 216 LATIN AMERICA: MARKET, BY SERVICE, 2022–2027 (USD MILLION)
                       TABLE 217 LATIN AMERICA: MARKET, BY DEPLOYMENT MODE, 2016–2021 (USD MILLION)
                       TABLE 218 LATIN AMERICA: MARKET, BY DEPLOYMENT MODE, 2022–2027 (USD MILLION)
                       TABLE 219 LATIN AMERICA: RISK ANALYTICS MARKET, BY RISK TYPE, 2016–2021 (USD MILLION)
                       TABLE 220 LATIN AMERICA: MARKET, BY RISK TYPE, 2022–2027 (USD MILLION)
                       TABLE 221 LATIN AMERICA: MARKET, BY ORGANIZATION SIZE, 2016–2021 (USD MILLION)
                       TABLE 222 LATIN AMERICA: MARKET, BY ORGANIZATION SIZE, 2022–2027 (USD MILLION)
                       TABLE 223 LATIN AMERICA: MARKET, BY VERTICAL, 2016–2021 (USD MILLION)
                       TABLE 224 LATIN AMERICA: MARKET, BY VERTICAL, 2022–2027 (USD MILLION)
                       TABLE 225 LATIN AMERICA: MARKET, BY COUNTRY, 2016–2021 (USD MILLION)
                       TABLE 226 LATIN AMERICA: MARKET, BY COUNTRY, 2022–2027 (USD MILLION)
             11.6.3 BRAZIL
                       TABLE 227 BRAZIL: RISK ANALYTICS MARKET, BY COMPONENT, 2016–2021 (USD MILLION)
                       TABLE 228 BRAZIL: MARKET, BY COMPONENT, 2022–2027 (USD MILLION)
                       TABLE 229 BRAZIL: MARKET, BY RISK TYPE, 2016–2021 (USD MILLION)
                       TABLE 230 BRAZIL: MARKET, BY RISK TYPE, 2022–2027 (USD MILLION)
             11.6.4 MEXICO
                       TABLE 231 MEXICO: MARKET, BY COMPONENT, 2016–2021 (USD MILLION)
                       TABLE 232 MEXICO: MARKET, BY COMPONENT, 2022–2027 (USD MILLION)
                       TABLE 233 MEXICO: MARKET, BY RISK TYPE, 2016–2021 (USD MILLION)
                       TABLE 234 MEXICO: MARKET, BY RISK TYPE, 2022–2027 (USD MILLION)
             11.6.5 REST OF LATIN AMERICA
                       TABLE 235 REST OF LATIN AMERICA: RISK ANALYTICS MARKET, BY COMPONENT, 2016–2021 (USD MILLION)
                       TABLE 236 REST OF LATIN AMERICA: MARKET, BY COMPONENT, 2022–2027 (USD MILLION)
                       TABLE 237 REST OF LATIN AMERICA: MARKET, BY RISK TYPE, 2016–2021 (USD MILLION)
                       TABLE 238 REST OF LATIN AMERICA: MARKET, BY RISK TYPE, 2022–2027 (USD MILLION)

12 COMPETITIVE LANDSCAPE (Page No. - 183)
     12.1 OVERVIEW
     12.2 STRATEGIES OF KEY PLAYERS
               TABLE 239 OVERVIEW OF STRATEGIES DEPLOYED BY KEY PLAYERS IN MARKET
     12.3 REVENUE ANALYSIS
               FIGURE 39 REVENUE ANALYSIS OF KEY COMPANIES IN PAST FIVE YEARS
     12.4 MARKET SHARE ANALYSIS
               FIGURE 40 RISK ANALYTICS MARKET SHARE ANALYSIS
               TABLE 240 MARKET: DEGREE OF COMPETITION
     12.5 COMPANY EVALUATION QUADRANT
             12.5.1 STARS
             12.5.2 EMERGING LEADERS
             12.5.3 PERVASIVE PLAYERS
             12.5.4 PARTICIPANTS
                       FIGURE 41 KEY MARKET PLAYERS, COMPANY EVALUATION MATRIX, 2020
     12.6 STARTUP/SME EVALUATION QUADRANT
             12.6.1 PROGRESSIVE COMPANIES
             12.6.2 RESPONSIVE COMPANIES
             12.6.3 DYNAMIC COMPANIES
             12.6.4 STARTING BLOCKS
                       FIGURE 42 STARTUP/SME RISK ANALYTICS MARKET EVALUATION MATRIX, 2020
     12.7 COMPETITIVE BENCHMARKING
               TABLE 241 MARKET: DETAILED LIST OF KEY STARTUPS/SMES
               TABLE 242 MARKET: COMPETITIVE BENCHMARKING OF KEY PLAYERS (STARTUPS/SMES)
     12.8 COMPETITIVE SCENARIO
             12.8.1 PRODUCT LAUNCHES
                       TABLE 243 PRODUCT LAUNCHES, 2018–2021
             12.8.2 DEALS
                       TABLE 244 DEALS, 2018–2022
             12.8.3 OTHERS
                       TABLE 245 OTHERS, 2019–2021

13 COMPANY PROFILES (Page No. - 198)
     13.1 INTRODUCTION
     13.2 KEY PLAYERS
(Business Overview, Solutions, Products & Services, Recent Developments, MnM View)*
             13.2.1 IBM
                       TABLE 246 IBM: BUSINESS OVERVIEW
                       FIGURE 43 IBM: COMPANY SNAPSHOT
                       TABLE 247 IBM: PRODUCTS/SOLUTIONS/SERVICES OFFERED
                       TABLE 248 IBM: PRODUCT LAUNCHES, 2018–2021
                       TABLE 249 IBM: DEALS, 2018–2022
             13.2.2 SAP
                       TABLE 250 SAP: BUSINESS OVERVIEW
                       FIGURE 44 SAP: COMPANY SNAPSHOT
                       TABLE 251 SAP: PRODUCTS/SOLUTIONS/SERVICES OFFERED
                       TABLE 252 SAP: PRODUCT LAUNCHES, 2018–2022
                       TABLE 253 SAP: DEALS, 2019–2020
                       TABLE 254 SAP: OTHERS, 2020
             13.2.3 SAS INSTITUTE
                       TABLE 255 SAS INSTITUTE: BUSINESS OVERVIEW
                       FIGURE 45 SAS INSTITUTE: COMPANY SNAPSHOT
                       TABLE 256 SAS INSTITUTE: PRODUCTS/SOLUTIONS/SERVICES OFFERED
                       TABLE 257 SAS INSTITUTE: PRODUCT LAUNCHES, 2018–2020
                       TABLE 258 SAS INSTITUTE: DEALS, 2018–2022
                       TABLE 259 SAS INSTITUTE: OTHERS, 2019
             13.2.4 ORACLE
                       TABLE 260 ORACLE: BUSINESS OVERVIEW
                       FIGURE 46 ORACLE: COMPANY SNAPSHOT
                       TABLE 261 ORACLE: PRODUCTS/SOLUTIONS/SERVICES OFFERED
                       TABLE 262 ORACLE: PRODUCT LAUNCHES, 2019–2020
                       TABLE 263 ORACLE: DEALS, 2018–2021
             13.2.5 FIS
                       TABLE 264 FIS: BUSINESS OVERVIEW
                       FIGURE 47 FIS: COMPANY SNAPSHOT
                       TABLE 265 FIS: PRODUCTS/SOLUTIONS/SERVICES OFFERED
                       TABLE 266 FIS: DEALS, 2019–2021
             13.2.6 MOODY’S ANALYTICS
                       TABLE 267 MOODY’S ANALYTICS: BUSINESS OVERVIEW
                       TABLE 268 MOODY’S ANALYTICS: PRODUCTS/SOLUTIONS/SERVICES OFFERED
                       TABLE 269 MOODY’S ANALYTICS: PRODUCT LAUNCHES, 2018–2021
                       TABLE 270 MOODY’S ANALYTICS: DEALS, 2018–2021
             13.2.7 VERISK ANALYTICS
                       TABLE 271 VERISK ANALYTICS: BUSINESS OVERVIEW
                       TABLE 272 VERISK ANALYTICS: PRODUCTS/SOLUTIONS/SERVICES OFFERED
                       TABLE 273 VERISK ANALYTICS: PRODUCT LAUNCHES, 2019–2020
                       TABLE 274 VERISK ANALYTICS: DEALS, 2019–2020
             13.2.8 ALTERYX
                       TABLE 275 ALTERYX: BUSINESS OVERVIEW
                       TABLE 276 ALTERYX: PRODUCTS/SOLUTIONS/SERVICES OFFERED
                       TABLE 277 ALTERYX: PRODUCT LAUNCHES, 2020
                       TABLE 278 ALTERYX: DEALS, 2019–2021
             13.2.9 AXIOMSL
                       TABLE 279 AXIOMSL: BUSINESS OVERVIEW
                       TABLE 280 AXIOMSL: PRODUCTS/SOLUTIONS/SERVICES OFFERED
                       TABLE 281 AXIOMSL: PRODUCT LAUNCHES, 2018
                       TABLE 282 AXIOMSL: DEALS, 2019–2021
                       TABLE 283 AXIOMSL: OTHERS, 2019
             13.2.10 GURUCUL
                       TABLE 284 GURUCUL: BUSINESS OVERVIEW
                       TABLE 285 GURUCUL: PRODUCTS/SOLUTIONS/SERVICES OFFERED
                       TABLE 286 GURUCUL: PRODUCT LAUNCHES, 2018–2020
             13.2.11 PROVENIR
                       TABLE 287 PROVENIR: BUSINESS OVERVIEW
                       TABLE 288 PROVENIR: PRODUCTS/SOLUTIONS/SERVICES OFFERED
                       TABLE 289 PROVENIR: PRODUCT LAUNCHES, 2021
             13.2.12 BRIDGEI2I
                       TABLE 290 BRIDGEI2I: BUSINESS OVERVIEW
                       TABLE 291 BRIDGEI2I: PRODUCTS/SOLUTIONS/SERVICES OFFERED
                       TABLE 292 BRIDGEI2I: PRODUCT LAUNCHES, 2018–2020
                       TABLE 293 BRIDGEI2I: DEALS, 2020
             13.2.13 RECORDED FUTURE
                       TABLE 294 RECORDED FUTURE: BUSINESS OVERVIEW
                       TABLE 295 RECORDED FUTURE: PRODUCTS/SOLUTIONS/SERVICES OFFERED
                       TABLE 296 RECORDED FUTURE: PRODUCT LAUNCHES, 2019–2021
                       TABLE 297 RECORDED FUTURE: DEALS, 2019–2021
             13.2.14 ACADIASOFT
                       TABLE 298 ACADIASOFT: BUSINESS OVERVIEW
                       TABLE 299 ACADIASOFT: PRODUCTS/SOLUTIONS/SERVICES OFFERED
                       TABLE 300 ACADIASOFT: DEALS, 2020–2021
             13.2.15 QLIK
                       TABLE 301 QLIK: BUSINESS OVERVIEW
                       TABLE 302 QLIK: PRODUCTS/SOLUTIONS/SERVICES OFFERED
                       TABLE 303 QLIK: DEALS, 2018–2020
             13.2.16 DATAFACTZ
             13.2.17 CUBELOGIC LIMITED
             13.2.18 RISK EDGE SOLUTIONS
             13.2.19 EQUARIUS RISK ANALYTICS
             13.2.20 QUANTIFI
*Details on Business Overview, Solutions, Products & Services, Recent Developments, MnM View might not be captured in case of unlisted companies.
     13.3 STARTUP/SME PROFILES
             13.3.1 ACTIFY DATA LABS
             13.3.2 AMLGO LABS
             13.3.3 ZESTY.AI
             13.3.4 ARTIVATIC
             13.3.5 ATTESTIV
             13.3.6 RISKVILLE
             13.3.7 QUANTEXA
             13.3.8 SPIN ANALYTICS
             13.3.9 KYVOS INSIGHTS
               13.3.10 IMPLY

14 ADJACENT AND RELATED MARKETS (Page No. - 257)
     14.1 INTRODUCTION
     14.2 INSURANCE ANALYTICS MARKET
             14.2.1 MARKET DEFINITION
             14.2.2 MARKET OVERVIEW
                       14.2.2.1 Insurance analytics market, by component
                                   TABLE 304 INSURANCE ANALYTICS MARKET, BY COMPONENT, 2016–2019 (USD MILLION)
                                   TABLE 305 INSURANCE ANALYTICS MARKET, BY COMPONENT, 2020–2026 (USD MILLION)
                                   TABLE 306 SERVICES: INSURANCE ANALYTICS MARKET, BY TYPE, 2016–2019 (USD MILLION)
                                   TABLE 307 SERVICES: INSURANCE ANALYTICS MARKET, BY TYPE, 2020–2026 (USD MILLION)
                       14.2.2.2 Insurance analytics market, by application
                                   TABLE 308 APPLICATIONS: INSURANCE ANALYTICS MARKET, BY TYPE, 2016–2019 (USD MILLION)
                                   TABLE 309 APPLICATIONS: INSURANCE ANALYTICS MARKET, BY TYPE, 2020–2026 (USD MILLION)
                       14.2.2.3 Insurance analytics market, by deployment mode
                                   TABLE 310 INSURANCE ANALYTICS MARKET, BY DEPLOYMENT MODE, 2016–2019 (USD MILLION)
                                   TABLE 311 INSURANCE ANALYTICS MARKET, BY DEPLOYMENT MODE, 2020–2026 (USD MILLION)
                       14.2.2.4 Insurance analytics market, by organization size
                                   TABLE 312 INSURANCE ANALYTICS MARKET, BY ORGANIZATION SIZE, 2016–2019 (USD MILLION)
                                   TABLE 313 INSURANCE ANALYTICS MARKET, BY ORGANIZATION SIZE, 2020–2026 (USD MILLION)
                       14.2.2.5 Insurance analytics market, by end user
                                   TABLE 314 INSURANCE ANALYTICS MARKET, BY END USER, 2016–2019 (USD MILLION)
                                   TABLE 315 INSURANCE ANALYTICS MARKET, BY END USER, 2020–2026 (USD MILLION)
                       14.2.2.6 Insurance analytics market, by region
                                   TABLE 316 INSURANCE ANALYTICS MARKET, BY REGION, 2016–2019 (USD MILLION)
                                   TABLE 317 INSURANCE ANALYTICS MARKET, BY REGION, 2020–2026 (USD MILLION)
     14.3 FRAUD DETECTION AND PREVENTION MARKET
             14.3.1 MARKET DEFINITION
             14.3.2 MARKET OVERVIEW
                       14.3.2.1 Fraud detection and prevention market, by fraud type
                                   TABLE 318 FRAUD DETECTION AND PREVENTION MARKET, BY FRAUD TYPE, 2014–2019 (USD MILLION)
                                   TABLE 319 FRAUD DETECTION AND PREVENTION MARKET, BY FRAUD TYPE, 2019–2025 (USD MILLION)
                       14.3.2.2 Fraud detection and prevention market, by component
                                   TABLE 320 FRAUD DETECTION AND PREVENTION MARKET, BY COMPONENT, 2014–2019 (USD MILLION)
                                   TABLE 321 FRAUD DETECTION AND PREVENTION MARKET, BY COMPONENT, 2019–2025 (USD MILLION)
                                   TABLE 322 SOLUTIONS: FRAUD DETECTION AND PREVENTION MARKET, BY TYPE, 2014–2019 (USD MILLION)
                                   TABLE 323 SOLUTIONS: FRAUD DETECTION AND PREVENTION MARKET, BY TYPE, 2019–2025 (USD MILLION)
                                   TABLE 324 SERVICES: FRAUD DETECTION AND PREVENTION MARKET, BY TYPE, 2014–2019 (USD MILLION)
                                   TABLE 325 SERVICES: FRAUD DETECTION AND PREVENTION MARKET, BY TYPE, 2019–2025 (USD MILLION)
                       14.3.2.3 Fraud detection and prevention market, by deployment mode
                                   TABLE 326 FRAUD DETECTION AND PREVENTION MARKET, BY DEPLOYMENT MODE, 2014–2019 (USD MILLION)
                                   TABLE 327 FRAUD DETECTION AND PREVENTION MARKET, BY DEPLOYMENT MODE, 2019–2025 (USD MILLION)
                       14.3.2.4 Fraud detection and prevention market, by organization size
                                   TABLE 328 FRAUD DETECTION AND PREVENTION MARKET, BY ORGANIZATION SIZE, 2014–2019 (USD MILLION)
                                   TABLE 329 FRAUD DETECTION AND PREVENTION MARKET, BY ORGANIZATION SIZE, 2019–2025 (USD MILLION)
                       14.3.2.5 Fraud detection and prevention market, by vertical
                                   TABLE 330 FRAUD DETECTION AND PREVENTION MARKET, BY VERTICAL, 2014–2019 (USD MILLION)
                                   TABLE 331 FRAUD DETECTION AND PREVENTION MARKET, BY VERTICAL, 2019–2025 (USD MILLION)
                       14.3.2.6 Fraud detection and prevention market, by region
                                   TABLE 332 FRAUD DETECTION AND PREVENTION MARKET, BY REGION, 2014–2019 (USD MILLION)
                                   TABLE 333 FRAUD DETECTION AND PREVENTION MARKET, BY REGION, 2019–2025 (USD MILLION)

15 APPENDIX (Page No. - 271)
     15.1 DISCUSSION GUIDE
     15.2 KNOWLEDGE STORE: MARKETSANDMARKETS’ SUBSCRIPTION PORTAL
     15.3 AVAILABLE CUSTOMIZATIONS
     15.4 RELATED REPORTS
     15.5 AUTHOR DETAILS

The study involved four major activities in estimating the current market size of the risk analytics market. Extensive secondary research was done to collect information on the market, peer market, and parent market. The next step was to validate these findings, assumptions, and sizing with industry experts across the value chain through primary research. Both top-down and bottom-up approaches were used to estimate the total market size. After that, the market breakup and data triangulation procedures were used to estimate the market size of the segments and subsegments of the risk analytics market.

Secondary Research

In the secondary research process, various sources were referred to for identifying and collecting information for the study. The secondary sources included annual reports, press releases, investor presentations of companies; white papers; journals; and certified publications and articles from recognized authors, directories, and databases.

Primary Research

Various primary sources from both supply and demand sides were interviewed to obtain qualitative and quantitative information on the market. The primary sources from the supply side included various industry experts, including Chief X Officers (CXOs); Vice Presidents (VPs); directors from business development, marketing, and product development/innovation teams; related key executives from Risk analytics solution vendors, system integrators, professional service providers, industry associations, and consultants; and key opinion leaders. All possible parameters that affect the market covered in this research study have been accounted for, viewed in extensive detail, verified through primary research, and analyzed to get the final quantitative and qualitative data.

The following is the breakup of primary profiles:

Risk Analytics Market  Size, and Share

To know about the assumptions considered for the study, download the pdf brochure

Market Size Estimation

Both top-down and bottom-up approaches were used to estimate and validate the total size of the Risk analytics market. The top-down approach was used to derive the revenue contribution of top vendors and their offerings in the market. The bottom-up approach was used to arrive at the overall market size of the global Risk Analytics market using key companies’ revenue and their offerings in the market. The research methodology used to estimate the market size includes the following:

  • The key players in the market were identified through extensive secondary research.
  • The market size, in terms of value, was determined through primary and secondary research processes.
  • All percentages, shares, and breakups were determined using secondary sources and verified through primary sources.

Data Triangulation

After arriving at the overall market size using the market size estimation processes as explained above, the market was split into several segments and subsegments. To complete the overall market engineering process and arrive at the exact statistics of each market segment and subsegment, data triangulation, and market breakup procedures were employed, wherever applicable. The overall market size was then used in the top-down procedure to estimate the size of other individual markets via percentage splits of the market segmentation.

Report Objectives

  • To define, describe, and predict the risk analytics market by component (software type and services), risk type, organization size, deployment mode, vertical, and region
  • To provide detailed information related to major factors (drivers, restraints, opportunities, and industry-specific challenges) influencing the market growth
  • To analyze opportunities in the market and provide details of the competitive landscape for stakeholders and market leaders
  • To forecast the market size of segments for five main regions: North America, Europe, Asia Pacific (APAC), Middle East and Africa (MEA), and Latin America
  • To profile key players and comprehensively analyze their market rankings and core competencies
  • To analyze competitive developments, such as partnerships, new product launches, and mergers and acquisitions, in the risk analytics market
  • To analyze the impact of the COVID-19 pandemic on the risk analytics market

Available Customizations

With the given market data, MarketsandMarkets offers customizations as per the company’s specific needs. The following customization options are available for the report:

Product Analysis

  • Product matrix provides a detailed comparison of the product portfolio of each company

Geographic Analysis

  • Further breakup of the North American Risk analytics market
  • Further breakup of the European market
  • Further breakup of the APAC market
  • Further breakup of the Latin American market
  • Further breakup of the MEA market

Company Information

  • Detailed analysis and profiling of additional market players up to 5
Risk Analytics Market Size,  Share & Growth Report
Report Code
TC 2572
Published ON
Jul, 2022
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