リスク分析市場:コンポーネント(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)およびサービス)、リスクタイプ(戦略リスク、運用リスク、財務リスク)、導入形態、組織サイズ、業種、地域別 - 2027年までの世界予測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 リスク分析の世界市場規模は、2022年の393億米ドルから2027年には705億米ドルへと、予測期間中に12.4%の年間平均成長率(CAGR)で拡大すると予測されます。厳しい業界規制に対する政府のコンプライアンスの高まり... もっと見る
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サマリーリスク分析の世界市場規模は、2022年の393億米ドルから2027年には705億米ドルへと、予測期間中に12.4%の年間平均成長率(CAGR)で拡大すると予測されます。厳しい業界規制に対する政府のコンプライアンスの高まり、データ盗難やセキュリティ侵害の発生件数増加、ビジネスプロセス全体の複雑化など、さまざまな要因がリスク分析ソリューションおよびサービスの採用を促進すると予想されます。最近のCOVID-19の大流行がリスク分析市場の成長に与える影響は小さいと予測されています。リスク分析ソリューションの採用は、小売・eコマース、BFSI、メディア・エンターテイメント、ヘルスケア・ライフサイエンスなどの顧客向け業種で増加しています。COVID-19の流行時には、感染を減らすための制限に関する意思決定のためにリスク分析が重要な意味を持ちました。COVID-19では、パンデミックのリスク分析が、感染拡大の抑制を決定するために重要な役割を果たしました。 予測期間中、ソフトウェアセグメントが最大の市場規模を持つ リスク分析市場は、構成要素に基づいてソフトウェアとサービスに区分されます。ソフトウェアには、ETLツール、リスク計算エンジン、スコアカードおよび可視化ツール、ダッシュボード分析およびリスク報告ツール、GRCソフトウェアなどの各種ソフトウェアと、その他のソフトウェア(運用リスク管理、人的資源リスク管理、プロジェクトリスク管理)が含まれます。予測期間中、最も市場規模が大きいのはソフトウェア分野である。ほぼリアルタイムで与信違反を追跡し、トレーダー、プロフィットセンター、トレーディングデスクのレベルごとにリスク限度額違反を分析する必要があるため、リスク分析ソリューションが採用されています。 予測期間中、クラウドセグメントが最も高いCAGRを記録 リスク分析市場は、導入形態によってクラウドとオンプレミスに区分されます。クラウドベースのリスク分析ソリューションは、さまざまな利点があるため、需要の拡大が見込まれています。クラウドベースのソリューションは、あらゆる業種で支持を集めており、中小企業や組織は、従来のリスク分析ソリューションに伴うメンテナンスコストを削減するためにクラウドベースのソリューションに移行しています。企業の中でも中小企業は、オンプレミスのインフラを導入する際の予算に制約があるため、主にクラウドの導入形態を採用しています。 予測期間中、大企業が最も大きな市場規模を持つ見込み リスク分析市場は、組織規模に基づき、大企業と中小企業に区分される。大企業の市場シェアは高いが、中小企業の市場は予測期間中に高いCAGRを記録すると予想される。組織は、さまざまな規制の順守をする必要があります。ビジネスモデルの持続可能性、プロセス効率データ、レポート、監査要件などの課題に対処するため、中小企業ではリスク分析ソリューションの導入が進んでいる。 地域別ではAPACが予測期間中に高いCAGRを維持 リスクアナリティクス市場は、大きく5つの地域に区分されています。北米、欧州、APAC、中南米、MEAです。北米は、さまざまな老舗ベンダーが存在することから、2022年のリスク分析市場全体において最大の市場シェアを占めると推定される。アジア太平洋地域は、デジタル化の進展、ビジネスの複雑化、サイバー攻撃や不正行為の増加により、良いペースで成長することが期待されています。そのため、銀行は金融犯罪に関連するリスクを管理・軽減するために、より積極的なアプローチを取る必要があります。これが、アジア太平洋地域におけるリスク分析市場の成長につながっています。 プライマリーの内訳 リスク分析市場で事業を展開する様々な主要組織の最高経営責任者(CEO)、イノベーション・技術責任者、システムインテグレーター、経営幹部に対して詳細なインタビューを実施しました。 企業別ではティア1:34%、ティア2:43%、ティア3:23 役職別Cレベルエグゼクティブ50%、D-Levelのエグゼクティブ30%、マネージャー:20 地域別APAC地域別:APAC: 30%、ヨーロッパ: 30%、北米: 25%、MEA: 10%、ラテンアメリカ: 5 本レポートでは、リスク分析のソリューションやサービスを提供する主要企業の調査も行っています。リスク分析の世界市場における主要ベンダーのプロフィールを掲載しています。リスク分析の世界市場における主要ベンダーは、IBM(米国)、SAP(ドイツ)、SAS(米国)、Oracle(米国)、FIS(米国)、ムーディーズ・アナリティクス(米国)、Verisk Analytics(米国)、Alteryx(米国)、AxiomSL(米国)、Gurucul(米国)、Pvenir(米国)です。BRIDGEi2i(インド)、Recorded Future(米国)、AcadiaSoft(米国)、Qlik(米国)、DataFactZ(米国)、CubeLogic Limited(英国)、Risk Edge Solutions(インド)、Quantifi(米国)、Actify Data Labs(インド)、Amlgo Labs(インド)、Zesty.ai(米国)、Artivatic(インド)、Artivatic(米国)、RiskVille(アイルランド)、Quantexa(英国)、Spin Analytics(英国)、Kyvos Insights(米国)、Imply(米国)。 調査対象範囲 本市場調査は、セグメントにわたるリスク分析市場を対象としています。コンポーネント、展開モード、組織規模、業種、地域など、さまざまなセグメントにおける市場規模や成長性を推定することを目的としています。また、市場の主要企業の詳細な競合分析、企業プロファイル、製品や事業の提供に関する主な見解、最近の開発、主要な市場戦略などを掲載しています。 本レポートを購入する主な利点 本レポートは、リスク分析市場全体とそのサブセグメントにおける収益数の最も近い概算に関する情報を、同市場の市場リーダー/新規参入者に提供するものと思われます。本レポートは、利害関係者が競争環境を理解し、自社のビジネスを位置づけ、適切な市場参入戦略を計画するためのより良い洞察を得るのに役立つことでしょう。また、利害関係者が市場の脈動を理解するのに役立ち、主要な市場促進要因、阻害要因、課題、機会に関する情報を提供します。 目次1 INTRODUCTION 281.1 STUDY OBJECTIVES 28 1.2 MARKET DEFINITION 28 1.2.1 INCLUSIONS AND EXCLUSIONS 29 1.3 MARKET SCOPE 30 1.3.1 MARKET SEGMENTATION 30 1.3.2 REGIONS COVERED 31 1.3.3 YEARS CONSIDERED 31 1.4 CURRENCY CONSIDERED 31 TABLE 1 UNITED STATES DOLLAR EXCHANGE RATE, 2019–2021 32 1.5 STAKEHOLDERS 32 1.6 SUMMARY OF CHANGES 32 2 RESEARCH METHODOLOGY 33 2.1 RESEARCH DATA 33 FIGURE 1 RISK ANALYTICS MARKET: RESEARCH DESIGN 33 2.1.1 SECONDARY DATA 34 2.1.2 PRIMARY DATA 34 TABLE 2 PRIMARY INTERVIEWS 34 2.1.2.1 Breakup of primary profiles 35 2.1.2.2 Key industry insights 35 2.2 MARKET BREAKUP AND DATA TRIANGULATION 36 FIGURE 2 DATA TRIANGULATION 36 2.3 MARKET SIZE ESTIMATION 37 FIGURE 3 RISK ANALYTICS MARKET: TOP-DOWN AND BOTTOM-UP APPROACHES 37 2.3.1 TOP-DOWN APPROACH 37 2.3.2 BOTTOM-UP APPROACH 38 FIGURE 4 MARKET SIZE ESTIMATION METHODOLOGY – APPROACH 1 (SUPPLY-SIDE): REVENUE FROM SOLUTIONS/SERVICES OF RISK ANALYTICS MARKET 38 FIGURE 5 MARKET SIZE ESTIMATION METHODOLOGY – APPROACH 2, BOTTOM-UP (SUPPLY-SIDE): COLLECTIVE REVENUE FROM ALL SOLUTIONS/SERVICES OF RISK ANALYTICS MARKET 39 FIGURE 6 MARKET SIZE ESTIMATION METHODOLOGY – APPROACH 3, BOTTOM-UP (DEMAND-SIDE): SHARE OF RISK ANALYTICS THROUGH OVERALL RISK ANALYTICS SPENDING 40 2.4 MARKET FORECAST 41 TABLE 3 FACTOR ANALYSIS 41 2.5 COMPANY EVALUATION MATRIX METHODOLOGY 42 FIGURE 7 COMPANY EVALUATION MATRIX: CRITERIA WEIGHTAGE 42 2.6 STARTUP/SME EVALUATION MATRIX METHODOLOGY 43 FIGURE 8 STARTUP/SME EVALUATION MATRIX: CRITERIA WEIGHTAGE 43 2.7 ASSUMPTIONS 43 2.8 LIMITATIONS 45 3 EXECUTIVE SUMMARY 46 TABLE 4 GLOBAL RISK ANALYTICS MARKET SIZE AND GROWTH RATE, 2016–2021 (USD MILLION, Y-O-Y%) 47 TABLE 5 GLOBAL RISK ANALYTICS MARKET SIZE AND GROWTH RATE, 2022–2027 (USD MILLION, Y-O-Y%) 47 FIGURE 9 SOFTWARE SEGMENT TO HOLD A LARGER MARKET SIZE IN 2022 48 FIGURE 10 GRC SOFTWARE SEGMENT TO HOLD LARGEST MARKET SIZE IN 2022 48 FIGURE 11 PROFESSIONAL SERVICES SEGMENT TO HOLD LARGER MARKET SHARE IN 2022 48 FIGURE 12 ON-PREMISES SEGMENT TO HOLD LARGER MARKET SIZE IN 2022 49 FIGURE 13 LARGE ENTERPRISES SEGMENT TO HOLD LARGER MARKET SHARE IN 2022 49 FIGURE 14 FINANCIAL RISK SEGMENT TO HOLD LARGEST MARKET SIZE IN 2022 49 FIGURE 15 BANKING AND FINANCIAL SERVICES VERTICAL TO HOLD LARGEST MARKET SIZE IN 2022 50 FIGURE 16 NORTH AMERICA TO HOLD LARGEST MARKET SHARE IN 2022 50 4 PREMIUM INSIGHTS 51 4.1 ATTRACTIVE OPPORTUNITIES IN RISK ANALYTICS MARKET 51 FIGURE 17 GROWING DIGITALIZATION AND BUSINESS PROCESS AUTOMATION TO BOOST RISK ANALYTICS MARKET GROWTH 51 4.2 RISK ANALYTICS MARKET: TOP THREE VERTICALS 51 FIGURE 18 BANKING AND FINANCIAL SERVICES SEGMENT TO HOLD LARGEST MARKET SIZE DURING FORECAST PERIOD 51 4.3 RISK ANALYTICS MARKET, BY REGION 52 FIGURE 19 NORTH AMERICA TO HOLD LARGEST MARKET SHARE IN 2022 52 4.4 NORTH AMERICA: RISK ANALYTICS MARKET, BY SOFTWARE AND RISK TYPE 52 FIGURE 20 GRC SOFTWARE SEGMENT AND FINANCIAL RISK SEGMENT TO HOLD LARGEST MARKET SHARE IN 2022 52 5 MARKET OVERVIEW AND INDUSTRY TRENDS 53 5.1 INTRODUCTION 53 5.2 MARKET DYNAMICS 53 FIGURE 21 DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES: RISK ANALYTICS MARKET 53 5.2.1 DRIVERS 54 5.2.1.1 Growing incidences of data thefts and security breaches 54 5.2.1.2 Rising government compliance with stringent industry regulations 54 5.2.1.3 Increasing complexities across business processes 55 5.2.1.4 Rising digitalization and business process automation 55 5.2.2 RESTRAINTS 55 5.2.2.1 High cost and complexity in software installation and configuration 55 5.2.2.2 Intricate nature of regulatory compliance 56 5.2.3 OPPORTUNITIES 56 5.2.3.1 Adoption of AI and blockchain technology in market 56 5.2.3.2 Rising innovations in FinTech industry 56 5.2.4 CHALLENGES 56 5.2.4.1 Integration of data from data silos 56 5.3 PRICING MODEL ANALYSIS 57 5.4 TRENDS AND DISRUPTIONS IMPACTING BUYERS 58 FIGURE 22 REVENUE SHIFT FOR RISK ANALYTICS MARKET 58 5.5 RISK ANALYTICS: EVOLUTION 59 FIGURE 23 EVOLUTION OF RISK ANALYTICS 59 5.6 RISK ANALYTICS: ECOSYSTEM 60 FIGURE 24 ECOSYSTEM OF RISK ANALYTICS 60 5.7 RISK ANALYTICS MARKET: COVID-19 IMPACT 60 5.8 CASE STUDY ANALYSIS 61 5.8.1 USE CASE 1: NEW ZEALAND SUPERANNUATION FUND (NZSF) USED QUANTIFI SOLUTION FOR CREDIT AND LIQUIDITY RISK MANAGEMENT 61 5.8.2 USE CASE 2: PIRAEUS BANK USED QUANTIFI XVA SOLUTION TO ADDRESS ITS XVA REQUIREMENTS 61 5.8.3 USE CASE 3: POWER MAPPING ELEMENT OF VERISK MAPLECROFT’S RISK ANALYSIS SERVICE USED FOR INFORMED BUSINESS DECISIONS 61 5.8.4 USE CASE 4: REGIONAL BANK DEPLOYED ONESPAN RISK ANALYTICS SOLUTION TO DRIVE DOWN FRAUD 62 5.8.5 USE CASE 5: EMEA-BASED FINANCIAL INSTITUTIONS DEPLOYED IFRS 9 SOLUTION OF AXIOMSL 62 5.9 VALUE CHAIN ANALYSIS 63 FIGURE 25 VALUE CHAIN ANALYSIS 63 5.10 ECOSYSTEM 64 TABLE 6 RISK ANALYTICS MARKET: ECOSYSTEM 64 5.11 PATENT ANALYSIS 65 5.11.1 METHODOLOGY 65 5.11.2 DOCUMENT TYPE 65 TABLE 7 PATENTS FILED, 2019–2022 65 5.11.3 INNOVATION AND PATENT APPLICATIONS 65 FIGURE 26 TOTAL NUMBER OF PATENTS GRANTED IN A YEAR, 2019–2022 65 5.11.3.1 Top applicants 66 FIGURE 27 TOP 10 COMPANIES WITH HIGHEST NUMBER OF PATENT APPLICATIONS, 2019–2022 66 5.12 TECHNOLOGY ANALYSIS 66 5.12.1 RISK ANALYTICS AND ARTIFICIAL INTELLIGENCE 66 5.12.2 RISK ANALYTICS AND MACHINE LEARNING 66 5.12.3 RISK ANALYTICS AND INTERNET OF THINGS 67 5.13 KEY CONFERENCES AND EVENTS IN 2022–2023 67 TABLE 8 RISK ANALYTICS MARKET: DETAILED LIST OF CONFERENCES AND EVENTS 67 5.14 PORTER’S FIVE FORCES ANALYSIS 67 TABLE 9 RISK ANALYTICS MARKET: PORTER’S FIVE FORCES ANALYSIS 67 5.14.1 THREAT OF NEW ENTRANTS 67 5.14.2 THREAT OF SUBSTITUTES 68 5.14.3 BARGAINING POWER OF SUPPLIERS 68 5.14.4 BARGAINING POWER OF BUYERS 68 5.14.5 INTENSITY OF COMPETITIVE RIVALRY 68 5.15 TARIFF AND REGULATORY LANDSCAPE 69 5.15.1 REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 69 TABLE 10 NORTH AMERICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 69 TABLE 11 EUROPE: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 70 TABLE 12 ASIA PACIFIC: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 70 TABLE 13 MIDDLE EAST AND AFRICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 71 TABLE 14 LATIN AMERICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 71 5.16 REGULATORY IMPLICATIONS. 72 5.16.1 ISO 31000 2009: RISK MANAGEMENT PRINCIPLES AND GUIDELINES 72 5.16.2 ISO/IEC 31010:2009: RISK MANAGEMENT–RISK ASSESSMENT TECHNIQUES 72 5.16.3 GRC CAPABILITY MODEL 3.0 (RED BOOK) 72 5.16.4 COMMITTEE OF SPONSORING ORGANIZATIONS: ENTERPRISE RISK MANAGEMENT FRAMEWORK 72 5.16.5 NORTH AMERICA: REGULATIONS 73 5.16.5.1 Personal Information Protection and Electronic Documents Act 73 5.16.5.2 Gramm–Leach–Bliley Act 73 5.16.5.3 Health Insurance Portability and Accountability Act of 1996 73 5.16.5.4 California Consumer Privacy Act 73 5.16.6 EUROPE: REGULATIONS 74 5.16.6.1 General Data Protection Regulation 74 5.16.6.2 BASEL 74 5.16.6.3 European Committee for Standardization 74 5.16.7 ASIA PACIFIC: REGULATIONS 75 5.16.7.1 Personal Data Protection Act 75 5.16.7.2 International Organization for Standardization 27001 75 5.16.8 MIDDLE EAST AND AFRICA: REGULATIONS 76 5.16.8.1 Israeli Privacy Protection Regulations (Data Security), 5777-2017 76 5.16.8.2 GDPR Applicability in KSA 76 5.16.8.3 Protection of Personal Information Act 76 5.16.9 LATIN AMERICA: REGULATIONS 76 5.16.9.1 Brazil Data Protection Law 76 5.16.9.2 Argentina Personal Data Protection Law No. 25.326 77 5.17 KEY STAKEHOLDERS AND BUYING CRITERIA 77 5.17.1 KEY STAKEHOLDERS IN BUYING PROCESS 77 TABLE 15 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS FOR TOP VERTICALS (%) 77 5.17.2 BUYING CRITERIA 78 TABLE 16 KEY BUYING CRITERIA FOR TOP THREE VERTICALS 78 6 RISK ANALYTICS MARKET, BY COMPONENT 79 6.1 INTRODUCTION 80 6.1.1 COMPONENT: RISK ANALYTICS MARKET DRIVERS 80 6.1.2 COMPONENT: COVID-19 IMPACT 80 FIGURE 28 SERVICES SEGMENT TO REGISTER HIGHER CAGR DURING FORECAST PERIOD 81 TABLE 17 RISK ANALYTICS MARKET, BY COMPONENT, 2016–2021 (USD MILLION) 81 TABLE 18 RISK ANALYTICS MARKET SIZE, BY COMPONENT, 2022–2027 (USD MILLION) 81 6.2 SOFTWARE 82 FIGURE 29 GRC SOFTWARE TO HOLD LARGEST MARKET SIZE DURING FORECAST PERIOD 82 TABLE 19 RISK ANALYTICS SOFTWARE MARKET, BY REGION, 2016–2021 (USD MILLION) 82 TABLE 20 RISK ANALYTICS SOFTWARE MARKET, BY REGION, 2022–2027 (USD MILLION) 83 TABLE 21 RISK ANALYTICS MARKET, BY SOFTWARE, 2016–2021 (USD MILLION) 83 TABLE 22 RISK ANALYTICS MARKET, BY SOFTWARE, 2022–2027 (USD MILLION) 83 6.2.1 ETL TOOLS 84 TABLE 23 ETL TOOLS: RISK ANALYTICS MARKET, BY REGION, 2016–2021 (USD MILLION) 84 TABLE 24 ETL TOOLS: RISK ANALYTICS MARKET, BY REGION, 2022–2027 (USD MILLION) 84 6.2.2 RISK CALCULATION ENGINES 85 TABLE 25 RISK CALCULATION ENGINES: RISK ANALYTICS MARKET, BY REGION, 2016–2021 (USD MILLION) 85 TABLE 26 RISK CALCULATION ENGINES: RISK ANALYTICS MARKET, BY REGION, 2022–2027 (USD MILLION) 85 6.2.3 SCORECARD AND VISUALIZATION TOOLS 86 TABLE 27 SCORECARD AND VISUALIZATION TOOLS: RISK ANALYTICS MARKET, BY REGION, 2016–2021 (USD MILLION) 86 TABLE 28 SCORECARD AND VISUALIZATION TOOLS: RISK ANALYTICS MARKET, BY REGION, 2022–2027 (USD MILLION) 86 6.2.4 DASHBOARD ANALYTICS AND RISK REPORTING TOOLS 87 TABLE 29 DASHBOARD ANALYTICS AND RISK REPORTING TOOLS: RISK ANALYTICS MARKET, BY REGION, 2016–2021 (USD MILLION) 87 TABLE 30 DASHBOARD ANALYTICS AND RISK REPORTING TOOLS: RISK ANALYTICS MARKET, BY REGION, 2022–2027 (USD MILLION) 87 6.2.5 GRC SOFTWARE 88 TABLE 31 GRC SOFTWARE: RISK ANALYTICS MARKET, BY REGION, 2016–2021 (USD MILLION) 88 TABLE 32 GRC SOFTWARE: RISK ANALYTICS MARKET, BY REGION, 2022–2027 (USD MILLION) 88 6.2.6 OTHER SOFTWARE 89 TABLE 33 OTHER SOFTWARE: RISK ANALYTICS MARKET, BY REGION, 2016–2021 (USD MILLION) 89 TABLE 34 OTHER SOFTWARE: RISK ANALYTICS MARKET, BY REGION, 2022–2027 (USD MILLION) 89 6.3 SERVICES 90 FIGURE 30 MANAGED SERVICES SEGMENT TO GROW AT HIGHER CAGR DURING FORECAST PERIOD 90 TABLE 35 SERVICES: RISK ANALYTICS MARKET, BY REGION, 2016–2021 (USD MILLION) 90 TABLE 36 SERVICES: RISK ANALYTICS MARKET, BY REGION, 2022–2027 (USD MILLION) 91 TABLE 37 RISK ANALYTICS MARKET, BY SERVICE, 2016–2021 (USD MILLION) 91 TABLE 38 RISK ANALYTICS MARKET, BY SERVICE, 2022–2027 (USD MILLION) 91 6.3.1 PROFESSIONAL SERVICES 92 TABLE 39 PROFESSIONAL SERVICES: RISK ANALYTICS MARKET, BY REGION, 2016–2021 (USD MILLION) 92 TABLE 40 PROFESSIONAL SERVICES: RISK ANALYTICS MARKET, BY REGION, 2022–2027 (USD MILLION) 92 6.3.2 MANAGED SERVICES 93 TABLE 41 MANAGED SERVICES: RISK ANALYTICS MARKET, BY REGION, 2016–2021 (USD MILLION) 93 TABLE 42 MANAGED SERVICES: RISK ANALYTICS MARKET, BY REGION, 2022–2027 (USD MILLION) 93 7 RISK ANALYTICS MARKET, BY DEPLOYMENT MODE 94 7.1 INTRODUCTION 95 7.1.1 DEPLOYMENT MODE: RISK ANALYTICS MARKET DRIVERS 95 7.1.2 DEPLOYMENT MODE: COVID-19 IMPACT 95 FIGURE 31 ON-PREMISES SEGMENT TO HOLD LARGER MARKET SIZE DURING FORECAST PERIOD 96 TABLE 43 RISK ANALYTICS MARKET, BY DEPLOYMENT MODE, 2016–2021 (USD MILLION) 96 TABLE 44 RISK ANALYTICS MARKET, BY DEPLOYMENT MODE, 2022–2027 (USD MILLION) 96 7.2 CLOUD 97 TABLE 45 CLOUD: RISK ANALYTICS MARKET, BY REGION, 2016–2021 (USD MILLION) 97 TABLE 46 CLOUD: RISK ANALYTICS MARKET, BY REGION, 2022–2027 (USD MILLION) 97 7.3 ON-PREMISES 98 TABLE 47 ON-PREMISES: RISK ANALYTICS MARKET, BY REGION, 2016–2021 (USD MILLION) 98 TABLE 48 ON-PREMISES: RISK ANALYTICS MARKET, BY REGION, 2022–2027 (USD MILLION) 98 8 RISK ANALYTICS MARKET, BY ORGANIZATION SIZE 99 8.1 INTRODUCTION 100 8.1.1 ORGANIZATION SIZE: RISK ANALYTICS MARKET DRIVERS 100 8.1.2 ORGANIZATION SIZE: COVID-19 IMPACT 100 FIGURE 32 SMALL- AND MEDIUM-SIZED ENTERPRISES SEGMENT TO GROW AT HIGHER CAGR DURING FORECAST PERIOD 101 TABLE 49 RISK ANALYTICS MARKET, BY ORGANIZATION SIZE, 2016–2021 (USD MILLION) 101 TABLE 50 RISK ANALYTICS MARKET, BY ORGANIZATION SIZE, 2022–2027 (USD MILLION) 101 8.2 LARGE ENTERPRISES 102 TABLE 51 LARGE ENTERPRISES: RISK ANALYTICS MARKET, BY REGION, 2016–2021 (USD MILLION) 102 TABLE 52 LARGE ENTERPRISES: RISK ANALYTICS MARKET, BY REGION, 2022–2027 (USD MILLION) 102 8.3 SMALL- AND MEDIUM-SIZED ENTERPRISES 103 TABLE 53 SMALL- AND MEDIUM-SIZED ENTERPRISES: RISK ANALYTICS MARKET, BY REGION, 2016–2021 (USD MILLION) 103 TABLE 54 SMALL- AND MEDIUM-SIZED ENTERPRISES: RISK ANALYTICS MARKET, BY REGION, 2022–2027 (USD MILLION) 103 9 RISK ANALYTICS MARKET, BY RISK TYPE 104 9.1 INTRODUCTION 105 9.1.1 RISK TYPE: RISK ANALYTICS MARKET DRIVERS 105 9.1.2 RISK TYPE: COVID-19 IMPACT 105 FIGURE 33 STRATEGIC RISK SEGMENT TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD 106 TABLE 55 RISK ANALYTICS MARKET, BY RISK TYPE, 2016–2021 (USD MILLION) 106 TABLE 56 RISK ANALYTICS MARKET, BY RISK TYPE, 2022–2027 (USD MILLION) 106 9.2 STRATEGIC RISK 107 TABLE 57 STRATEGIC RISK: RISK ANALYTICS MARKET, BY REGION, 2016–2021 (USD MILLION) 107 TABLE 58 STRATEGIC RISK: RISK ANALYTICS MARKET, BY REGION, 2022–2027 (USD MILLION) 107 9.3 OPERATIONAL RISK 108 TABLE 59 OPERATIONAL RISK: RISK ANALYTICS MARKET, BY REGION, 2016–2021 (USD MILLION) 108 TABLE 60 OPERATIONAL RISK: RISK ANALYTICS MARKET, BY REGION, 2022–2027 (USD MILLION) 108 9.4 FINANCIAL RISK 109 TABLE 61 FINANCIAL RISK: RISK ANALYTICS MARKET, BY REGION, 2016–2021 (USD MILLION) 109 TABLE 62 FINANCIAL RISK: RISK ANALYTICS MARKET, BY REGION, 2022–2027 (USD MILLION) 109 9.5 OTHER RISK TYPES 110 TABLE 63 OTHER RISK TYPES: RISK ANALYTICS MARKET, BY REGION, 2016–2021 (USD MILLION) 110 TABLE 64 OTHER RISK TYPES: RISK ANALYTICS MARKET, BY REGION, 2022–2027 (USD MILLION) 110 10 RISK ANALYTICS MARKET, BY VERTICAL 111 10.1 INTRODUCTION 112 10.1.1 VERTICAL: RISK ANALYTICS MARKET DRIVERS 112 10.1.2 VERTICAL: COVID-19 IMPACT 112 FIGURE 34 HEALTHCARE AND LIFE SCIENCES VERTICAL TO REGISTER HIGHEST CAGR DURING FORECAST PERIOD 113 TABLE 65 RISK ANALYTICS MARKET, BY VERTICAL, 2016–2021 (USD MILLION) 114 TABLE 66 RISK ANALYTICS MARKET SIZE, BY VERTICAL, 2022–2027 (USD MILLION) 114 10.2 BANKING AND FINANCIAL SERVICES 115 TABLE 67 BANKING AND FINANCIAL SECTOR SERVICES: USE CASES 115 TABLE 68 BANKING AND FINANCIAL SERVICES: RISK ANALYTICS MARKET, BY REGION, 2016–2021 (USD MILLION) 115 TABLE 69 BANKING AND FINANCIAL SERVICES: RISK ANALYTICS MARKET, BY REGION, 2022–2027 (USD MILLION) 116 10.3 INSURANCE 116 TABLE 70 INSURANCE: USE CASES 116 TABLE 71 INSURANCE: RISK ANALYTICS MARKET, BY REGION, 2016–2021 (USD MILLION) 116 TABLE 72 INSURANCE: RISK ANALYTICS MARKET, BY REGION, 2022–2027 (USD MILLION) 117 10.4 MANUFACTURING 117 TABLE 73 MANUFACTURING: USE CASES 117 TABLE 74 MANUFACTURING: RISK ANALYTICS MARKET, BY REGION, 2016–2021 (USD MILLION) 118 TABLE 75 MANUFACTURING: RISK ANALYTICS MARKET, BY REGION, 2022–2027 (USD MILLION) 118 10.5 TRANSPORTATION AND LOGISTICS 118 TABLE 76 TRANSPORTATION AND LOGISTICS: USE CASES 118 TABLE 77 TRANSPORTATION AND LOGISTICS: RISK ANALYTICS MARKET, BY REGION, 2016–2021 (USD MILLION) 119 TABLE 78 TRANSPORTATION AND LOGISTICS: RISK ANALYTICS MARKET, BY REGION, 2022–2027 (USD MILLION) 119 10.6 RETAIL AND CONSUMER GOODS 119 TABLE 79 RETAIL AND CONSUMER GOODS: USE CASES 120 TABLE 80 RETAIL AND CONSUMER GOODS: RISK ANALYTICS MARKET, BY REGION, 2016–2021 (USD MILLION) 120 TABLE 81 RETAIL AND CONSUMER GOODS: RISK ANALYTICS MARKET, BY REGION, 2022–2027 (USD MILLION) 120 10.7 IT AND TELECOM 121 TABLE 82 IT AND TELECOM: USE CASES 121 TABLE 83 IT AND TELECOM: RISK ANALYTICS MARKET, BY REGION, 2016–2021 (USD MILLION) 121 TABLE 84 IT AND TELECOM: RISK ANALYTICS MARKET, BY REGION, 2022–2027 (USD MILLION) 122 10.8 GOVERNMENT AND DEFENSE 122 TABLE 85 GOVERNMENT AND DEFENSE: USE CASES 122 TABLE 86 GOVERNMENT AND DEFENSE: RISK ANALYTICS MARKET, BY REGION, 2016–2021 (USD MILLION) 123 TABLE 87 GOVERNMENT AND DEFENSE: RISK ANALYTICS MARKET, BY REGION, 2022–2027 (USD MILLION) 123 10.9 HEALTHCARE AND LIFE SCIENCES 123 TABLE 88 HEALTHCARE AND LIFE SCIENCES: USE CASES 124 TABLE 89 HEALTHCARE AND LIFE SCIENCES: RISK ANALYTICS MARKET, BY REGION, 2016–2021 (USD MILLION) 124 TABLE 90 HEALTHCARE AND LIFE SCIENCES: RISK ANALYTICS MARKET, BY REGION, 2022–2027 (USD MILLION) 124 10.10 ENERGY AND UTILITIES 125 TABLE 91 ENERGY AND UTILITIES: USE CASES 125 TABLE 92 ENERGY AND UTILITIES: RISK ANALYTICS MARKET, BY REGION, 2016–2021 (USD MILLION) 125 TABLE 93 ENERGY AND UTILITIES: RISK ANALYTICS MARKET, BY REGION, 2022–2027 (USD MILLION) 125 10.11 OTHER VERTICALS 126 TABLE 94 OTHER VERTICALS: USE CASES 126 TABLE 95 OTHER VERTICALS: RISK ANALYTICS MARKET, BY REGION, 2016–2021 (USD MILLION) 126 TABLE 96 OTHER VERTICALS: RISK ANALYTICS MARKET, BY REGION, 2022–2027 (USD MILLION) 127 11 RISK ANALYTICS MARKET, BY REGION 128 11.1 INTRODUCTION 129 FIGURE 35 INDIA TO ACCOUNT FOR HIGHEST CAGR DURING FORECAST PERIOD 129 FIGURE 36 ASIA PACIFIC TO WITNESS HIGHEST CAGR DURING FORECAST PERIOD 129 TABLE 97 RISK ANALYTICS MARKET, BY REGION, 2016–2021 (USD MILLION) 130 TABLE 98 RISK ANALYTICS MARKET, BY REGION, 2022–2027 (USD MILLION) 130 11.2 NORTH AMERICA 130 11.2.1 NORTH AMERICA: RISK ANALYTICS MARKET DRIVERS 131 11.2.2 NORTH AMERICA: COVID-19 IMPACT 131 FIGURE 37 NORTH AMERICA: MARKET SNAPSHOT 132 TABLE 99 NORTH AMERICA: RISK ANALYTICS MARKET, BY COMPONENT, 2016–2021 (USD MILLION) 132 TABLE 100 NORTH AMERICA: RISK ANALYTICS MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 133 TABLE 101 NORTH AMERICA: RISK ANALYTICS MARKET, BY SOFTWARE, 2016–2021 (USD MILLION) 133 TABLE 102 NORTH AMERICA: RISK ANALYTICS MARKET, BY SOFTWARE, 2022–2027 (USD MILLION) 133 TABLE 103 NORTH AMERICA: RISK ANALYTICS MARKET, BY SERVICE, 2016–2021 (USD MILLION) 134 TABLE 104 NORTH AMERICA: RISK ANALYTICS MARKET, BY SERVICE, 2022–2027 (USD MILLION) 134 TABLE 105 NORTH AMERICA: RISK ANALYTICS MARKET, BY DEPLOYMENT MODE, 2016–2021 (USD MILLION) 134 TABLE 106 NORTH AMERICA: RISK ANALYTICS MARKET, BY DEPLOYMENT MODE, 2022–2027 (USD MILLION) 134 TABLE 107 NORTH AMERICA: RISK ANALYTICS MARKET, BY RISK TYPE, 2016–2021 (USD MILLION) 135 TABLE 108 NORTH AMERICA: RISK ANALYTICS MARKET, BY RISK TYPE, 2022–2027 (USD MILLION) 135 TABLE 109 NORTH AMERICA: RISK ANALYTICS MARKET, BY ORGANIZATION SIZE, 2016–2021 (USD MILLION) 135 TABLE 110 NORTH AMERICA: RISK ANALYTICS MARKET, BY ORGANIZATION SIZE, 2022–2027 (USD MILLION) 136 TABLE 111 NORTH AMERICA: RISK ANALYTICS MARKET, BY VERTICAL, 2016–2021 (USD MILLION) 136 TABLE 112 NORTH AMERICA: RISK ANALYTICS MARKET, BY VERTICAL, 2022–2027 (USD MILLION) 137 TABLE 113 NORTH AMERICA: RISK ANALYTICS MARKET, BY COUNTRY, 2016–2021 (USD MILLION) 137 TABLE 114 NORTH AMERICA: RISK ANALYTICS MARKET, BY COUNTRY, 2022–2027 (USD MILLION) 137 11.2.3 US 138 TABLE 115 US: RISK ANALYTICS MARKET, BY COMPONENT, 2016–2021 (USD MILLION) 138 TABLE 116 US: RISK ANALYTICS MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 138 TABLE 117 US: RISK ANALYTICS MARKET, BY RISK TYPE, 2016–2021 (USD MILLION) 138 TABLE 118 US: RISK ANALYTICS MARKET, BY RISK TYPE, 2022–2027 (USD MILLION) 139 11.2.4 CANADA 139 TABLE 119 CANADA: RISK ANALYTICS MARKET, BY COMPONENT, 2016–2021 (USD MILLION) 139 TABLE 120 CANADA: RISK ANALYTICS MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 139 TABLE 121 CANADA: RISK ANALYTICS MARKET, BY RISK TYPE, 2016–2021 (USD MILLION) 140 TABLE 122 CANADA: RISK ANALYTICS MARKET, BY RISK TYPE, 2022–2027 (USD MILLION) 140 11.3 EUROPE 140 11.3.1 EUROPE: RISK ANALYTICS MARKET DRIVERS 140 11.3.2 EUROPE: COVID-19 IMPACT 141 TABLE 123 EUROPE: RISK ANALYTICS MARKET, BY COMPONENT, 2016–2021 (USD MILLION) 141 TABLE 124 EUROPE: RISK ANALYTICS MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 141 TABLE 125 EUROPE: RISK ANALYTICS MARKET, BY SOFTWARE, 2016–2021 (USD MILLION) 141 TABLE 126 EUROPE: RISK ANALYTICS MARKET, BY SOFTWARE, 2022–2027 (USD MILLION) 142 TABLE 127 EUROPE: RISK ANALYTICS MARKET, BY SERVICE, 2016–2021 (USD MILLION) 142 TABLE 128 EUROPE: RISK ANALYTICS MARKET, BY SERVICE, 2022–2027 (USD MILLION) 142 TABLE 129 EUROPE: RISK ANALYTICS MARKET, BY DEPLOYMENT MODE, 2016–2021 (USD MILLION) 143 TABLE 130 EUROPE: RISK ANALYTICS MARKET, BY DEPLOYMENT MODE, 2022–2027 (USD MILLION) 143 TABLE 131 EUROPE: RISK ANALYTICS MARKET, BY RISK TYPE, 2016–2021 (USD MILLION) 143 TABLE 132 EUROPE: RISK ANALYTICS MARKET, BY RISK TYPE, 2022–2027 (USD MILLION) 144 TABLE 133 EUROPE: RISK ANALYTICS MARKET, BY ORGANIZATION SIZE, 2016–2021 (USD MILLION) 144 TABLE 134 EUROPE: RISK ANALYTICS MARKET, BY ORGANIZATION SIZE, 2022–2027 (USD MILLION) 144 TABLE 135 EUROPE: RISK ANALYTICS MARKET, BY VERTICAL, 2016–2021 (USD MILLION) 145 TABLE 136 EUROPE: RISK ANALYTICS MARKET, BY VERTICAL, 2022–2027 (USD MILLION) 145 TABLE 137 EUROPE: RISK ANALYTICS MARKET, BY COUNTRY, 2016–2021 (USD MILLION) 146 TABLE 138 EUROPE: RISK ANALYTICS MARKET, BY COUNTRY, 2022–2027 (USD MILLION) 146 11.3.3 UK 146 TABLE 139 UK: RISK ANALYTICS MARKET, BY COMPONENT, 2016–2021 (USD MILLION) 146 TABLE 140 UK: RISK ANALYTICS MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 147 TABLE 141 UK: RISK ANALYTICS MARKET, BY RISK TYPE, 2016–2021 (USD MILLION) 147 TABLE 142 UK: RISK ANALYTICS MARKET, BY RISK TYPE, 2022–2027 (USD MILLION) 147 11.3.4 GERMANY 147 TABLE 143 GERMANY: RISK ANALYTICS MARKET, BY COMPONENT, 2016–2021 (USD MILLION) 148 TABLE 144 GERMANY: RISK ANALYTICS MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 148 TABLE 145 GERMANY: RISK ANALYTICS MARKET, BY RISK TYPE, 2016–2021 (USD MILLION) 148 TABLE 146 GERMANY: RISK ANALYTICS MARKET, BY RISK TYPE, 2022–2027 (USD MILLION) 148 11.3.5 FRANCE 149 TABLE 147 FRANCE: RISK ANALYTICS MARKET, BY COMPONENT, 2016–2021 (USD MILLION) 149 TABLE 148 FRANCE: RISK ANALYTICS MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 149 TABLE 149 FRANCE: RISK ANALYTICS MARKET, BY RISK TYPE, 2016–2021 (USD MILLION) 149 TABLE 150 FRANCE: RISK ANALYTICS MARKET, BY RISK TYPE, 2022–2027 (USD MILLION) 150 11.3.6 REST OF EUROPE 150 TABLE 151 REST OF EUROPE: RISK ANALYTICS MARKET, BY COMPONENT, 2016–2021 (USD MILLION) 150 TABLE 152 REST OF EUROPE: RISK ANALYTICS MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 150 TABLE 153 REST OF EUROPE: RISK ANALYTICS MARKET, BY RISK TYPE, 2016–2021 (USD MILLION) 151 TABLE 154 REST OF EUROPE: RISK ANALYTICS MARKET, BY RISK TYPE, 2022–2027 (USD MILLION) 151 11.4 ASIA PACIFIC 151 11.4.1 ASIA PACIFIC: RISK ANALYTICS MARKET DRIVERS 152 11.4.2 ASIA PACIFIC: COVID-19 IMPACT 152 FIGURE 38 ASIA PACIFIC: MARKET SNAPSHOT 153 TABLE 155 ASIA PACIFIC: RISK ANALYTICS MARKET, BY COMPONENT, 2016–2021 (USD MILLION) 153 TABLE 156 ASIA PACIFIC: RISK ANALYTICS MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 154 TABLE 157 ASIA PACIFIC: RISK ANALYTICS MARKET SIZE, BY SOFTWARE, 2016–2021 (USD MILLION) 154 TABLE 158 ASIA PACIFIC: RISK ANALYTICS MARKET SIZE, BY SOFTWARE, 2022–2027 (USD MILLION) 154 TABLE 159 ASIA PACIFIC: RISK ANALYTICS MARKET SIZE, BY SERVICE, 2016–2021 (USD MILLION) 155 TABLE 160 ASIA PACIFIC: RISK ANALYTICS MARKET SIZE, BY SERVICE, 2022–2027 (USD MILLION) 155 TABLE 161 ASIA PACIFIC: RISK ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2016–2021 (USD MILLION) 155 TABLE 162 ASIA PACIFIC: RISK ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2022–2027 (USD MILLION) 155 TABLE 163 ASIA PACIFIC: RISK ANALYTICS MARKET SIZE, BY RISK TYPE, 2016–2021 (USD MILLION) 156 TABLE 164 ASIA PACIFIC: RISK ANALYTICS MARKET SIZE, BY RISK TYPE, 2022–2027 (USD MILLION) 156 TABLE 165 ASIA PACIFIC: RISK ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE, 2016–2021 (USD MILLION) 156 TABLE 166 ASIA PACIFIC: RISK ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE, 2022–2027 (USD MILLION) 157 TABLE 167 ASIA PACIFIC: RISK ANALYTICS MARKET SIZE, BY VERTICAL, 2016–2021 (USD MILLION) 157 TABLE 168 ASIA PACIFIC: RISK ANALYTICS MARKET SIZE, BY VERTICAL, 2022–2027 (USD MILLION) 158 TABLE 169 ASIA PACIFIC: RISK ANALYTICS MARKET SIZE, BY COUNTRY, 2016–2021 (USD MILLION) 158 TABLE 170 ASIA PACIFIC: RISK ANALYTICS MARKET SIZE, BY COUNTRY, 2022–2027 (USD MILLION) 159 11.4.3 CHINA 159 TABLE 171 CHINA: RISK ANALYTICS MARKET, BY COMPONENT, 2016–2021 (USD MILLION) 159 TABLE 172 CHINA: RISK ANALYTICS MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 159 TABLE 173 CHINA: RISK ANALYTICS MARKET, BY RISK TYPE, 2016–2021 (USD MILLION) 160 TABLE 174 CHINA: RISK ANALYTICS MARKET, BY RISK TYPE, 2022–2027 (USD MILLION) 160 11.4.4 JAPAN 160 TABLE 175 JAPAN: RISK ANALYTICS MARKET, BY COMPONENT, 2016–2021 (USD MILLION) 160 TABLE 176 JAPAN: RISK ANALYTICS MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 161 TABLE 177 JAPAN: RISK ANALYTICS MARKET, BY RISK TYPE, 2016–2021 (USD MILLION) 161 TABLE 178 JAPAN: RISK ANALYTICS MARKET, BY RISK TYPE, 2022–2027 (USD MILLION) 161 11.4.5 INDIA 161 TABLE 179 INDIA: RISK ANALYTICS MARKET, BY COMPONENT, 2016–2021 (USD MILLION) 162 TABLE 180 INDIA: RISK ANALYTICS MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 162 TABLE 181 INDIA: RISK ANALYTICS MARKET, BY RISK TYPE, 2016–2021 (USD MILLION) 162 TABLE 182 INDIA: RISK ANALYTICS MARKET, BY RISK TYPE, 2022–2027 (USD MILLION) 162 11.4.6 REST OF ASIA PACIFIC 163 TABLE 183 REST OF ASIA PACIFIC: RISK ANALYTICS MARKET, BY COMPONENT, 2016–2021 (USD MILLION) 163 TABLE 184 REST OF ASIA PACIFIC: RISK ANALYTICS MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 163 TABLE 185 REST OF ASIA PACIFIC: RISK ANALYTICS MARKET, BY RISK TYPE, 2016–2021 (USD MILLION) 163 TABLE 186 REST OF ASIA PACIFIC: RISK ANALYTICS MARKET, BY RISK TYPE, 2022–2027 (USD MILLION) 164 11.5 MIDDLE EAST AND AFRICA 164 11.5.1 MIDDLE EAST AND AFRICA: RISK ANALYTICS MARKET DRIVERS 164 11.5.2 MIDDLE EAST AND AFRICA: COVID-19 IMPACT 165 TABLE 187 MIDDLE EAST AND AFRICA: RISK ANALYTICS MARKET, BY COMPONENT, 2016–2021 (USD MILLION) 165 TABLE 188 MIDDLE EAST AND AFRICA: RISK ANALYTICS MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 165 TABLE 189 MIDDLE EAST AND AFRICA: RISK ANALYTICS MARKET, BY SOFTWARE, 2016–2021 (USD MILLION) 166 TABLE 190 MIDDLE EAST AND AFRICA: RISK ANALYTICS MARKET, BY SOFTWARE, 2022–2027 (USD MILLION) 166 TABLE 191 MIDDLE EAST AND AFRICA: RISK ANALYTICS MARKET, BY SERVICE, 2016–2021 (USD MILLION) 166 TABLE 192 MIDDLE EAST AND AFRICA: RISK ANALYTICS MARKET, BY SERVICE, 2022–2027 (USD MILLION) 167 TABLE 193 MIDDLE EAST AND AFRICA: RISK ANALYTICS MARKET, BY DEPLOYMENT MODE, 2016–2021 (USD MILLION) 167 TABLE 194 MIDDLE EAST AND AFRICA: RISK ANALYTICS MARKET, BY DEPLOYMENT MODE, 2022–2027 (USD MILLION) 167 TABLE 195 MIDDLE EAST AND AFRICA: RISK ANALYTICS MARKET, BY RISK TYPE, 2016–2021 (USD MILLION) 167 TABLE 196 MIDDLE EAST AND AFRICA: RISK ANALYTICS MARKET, BY RISK TYPE, 2022–2027 (USD MILLION) 168 TABLE 197 MIDDLE EAST AND AFRICA: RISK ANALYTICS MARKET, BY ORGANIZATION SIZE, 2016–2021 (USD MILLION) 168 TABLE 198 MIDDLE EAST AND AFRICA: RISK ANALYTICS MARKET, BY ORGANIZATION SIZE, 2022–2027 (USD MILLION) 168 TABLE 199 MIDDLE EAST AND AFRICA: RISK ANALYTICS MARKET, BY VERTICAL, 2016–2021 (USD MILLION) 169 TABLE 200 MIDDLE EAST AND AFRICA: RISK ANALYTICS MARKET, BY VERTICAL, 2022–2027 (USD MILLION) 169 TABLE 201 MIDDLE EAST AND AFRICA: RISK ANALYTICS MARKET, BY REGION, 2016–2021 (USD MILLION) 170 TABLE 202 MIDDLE EAST AND AFRICA: RISK ANALYTICS MARKET, BY REGION, 2022–2027 (USD MILLION) 170 11.5.3 MIDDLE EAST 170 TABLE 203 MIDDLE EAST: RISK ANALYTICS MARKET, BY COMPONENT, 2016–2021 (USD MILLION) 170 TABLE 204 MIDDLE EAST: RISK ANALYTICS MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 170 TABLE 205 MIDDLE EAST: RISK ANALYTICS MARKET, BY RISK TYPE, 2016–2021 (USD MILLION) 171 TABLE 206 MIDDLE EAST: RISK ANALYTICS MARKET, BY RISK TYPE, 2022–2027 (USD MILLION) 171 11.5.4 AFRICA 171 TABLE 207 AFRICA: RISK ANALYTICS MARKET, BY COMPONENT, 2016–2021 (USD MILLION) 171 TABLE 208 AFRICA: RISK ANALYTICS MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 172 TABLE 209 AFRICA: RISK ANALYTICS MARKET, BY RISK TYPE, 2016–2021 (USD MILLION) 172 TABLE 210 AFRICA: RISK ANALYTICS MARKET, BY RISK TYPE, 2022–2027 (USD MILLION) 172 11.6 LATIN AMERICA 172 11.6.1 LATIN AMERICA: RISK ANALYTICS MARKET DRIVERS 173 11.6.2 LATIN AMERICA: COVID-19 IMPACT 173 TABLE 211 LATIN AMERICA: RISK ANALYTICS MARKET, BY COMPONENT, 2016–2021 (USD MILLION) 173 TABLE 212 LATIN AMERICA: RISK ANALYTICS MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 173 TABLE 213 LATIN AMERICA: RISK ANALYTICS MARKET, BY SOFTWARE, 2016–2021 (USD MILLION) 174 TABLE 214 LATIN AMERICA: RISK ANALYTICS MARKET, BY SOFTWARE, 2022–2027 (USD MILLION) 174 TABLE 215 LATIN AMERICA: RISK ANALYTICS MARKET, BY SERVICE, 2016–2021 (USD MILLION) 174 TABLE 216 LATIN AMERICA: RISK ANALYTICS MARKET, BY SERVICE, 2022–2027 (USD MILLION) 175 TABLE 217 LATIN AMERICA: RISK ANALYTICS MARKET, BY DEPLOYMENT MODE, 2016–2021 (USD MILLION) 175 TABLE 218 LATIN AMERICA: RISK ANALYTICS MARKET, BY DEPLOYMENT MODE, 2022–2027 (USD MILLION) 175 TABLE 219 LATIN AMERICA: RISK ANALYTICS MARKET, BY RISK TYPE, 2016–2021 (USD MILLION) 175 TABLE 220 LATIN AMERICA: RISK ANALYTICS MARKET, BY RISK TYPE, 2022–2027 (USD MILLION) 176 TABLE 221 LATIN AMERICA: RISK ANALYTICS MARKET, BY ORGANIZATION SIZE, 2016–2021 (USD MILLION) 176 TABLE 222 LATIN AMERICA: RISK ANALYTICS MARKET, BY ORGANIZATION SIZE, 2022–2027 (USD MILLION) 176 TABLE 223 LATIN AMERICA: RISK ANALYTICS MARKET, BY VERTICAL, 2016–2021 (USD MILLION) 177 TABLE 224 LATIN AMERICA: RISK ANALYTICS MARKET, BY VERTICAL, 2022–2027 (USD MILLION) 177 TABLE 225 LATIN AMERICA: RISK ANALYTICS MARKET, BY COUNTRY, 2016–2021 (USD MILLION) 178 TABLE 226 LATIN AMERICA: RISK ANALYTICS MARKET, BY COUNTRY, 2022–2027 (USD MILLION) 178 11.6.3 BRAZIL 178 TABLE 227 BRAZIL: RISK ANALYTICS MARKET, BY COMPONENT, 2016–2021 (USD MILLION) 179 TABLE 228 BRAZIL: RISK ANALYTICS MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 179 TABLE 229 BRAZIL: RISK ANALYTICS MARKET, BY RISK TYPE, 2016–2021 (USD MILLION) 179 TABLE 230 BRAZIL: RISK ANALYTICS MARKET, BY RISK TYPE, 2022–2027 (USD MILLION) 179 11.6.4 MEXICO 180 TABLE 231 MEXICO: RISK ANALYTICS MARKET, BY COMPONENT, 2016–2021 (USD MILLION) 180 TABLE 232 MEXICO: RISK ANALYTICS MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 180 TABLE 233 MEXICO: RISK ANALYTICS MARKET, BY RISK TYPE, 2016–2021 (USD MILLION) 180 TABLE 234 MEXICO: RISK ANALYTICS MARKET, BY RISK TYPE, 2022–2027 (USD MILLION) 181 11.6.5 REST OF LATIN AMERICA 181 TABLE 235 REST OF LATIN AMERICA: RISK ANALYTICS MARKET, BY COMPONENT, 2016–2021 (USD MILLION) 181 TABLE 236 REST OF LATIN AMERICA: RISK ANALYTICS MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 181 TABLE 237 REST OF LATIN AMERICA: RISK ANALYTICS MARKET, BY RISK TYPE, 2016–2021 (USD MILLION) 182 TABLE 238 REST OF LATIN AMERICA: RISK ANALYTICS MARKET, BY RISK TYPE, 2022–2027 (USD MILLION) 182 12 COMPETITIVE LANDSCAPE 183 12.1 OVERVIEW 183 12.2 STRATEGIES OF KEY PLAYERS 183 TABLE 239 OVERVIEW OF STRATEGIES DEPLOYED BY KEY PLAYERS IN RISK ANALYTICS MARKET 183 12.3 REVENUE ANALYSIS 184 FIGURE 39 REVENUE ANALYSIS OF KEY COMPANIES IN PAST FIVE YEARS 184 12.4 MARKET SHARE ANALYSIS 185 FIGURE 40 RISK ANALYTICS MARKET SHARE ANALYSIS 185 TABLE 240 RISK ANALYTICS MARKET: DEGREE OF COMPETITION 185 12.5 COMPANY EVALUATION QUADRANT 187 12.5.1 STARS 187 12.5.2 EMERGING LEADERS 187 12.5.3 PERVASIVE PLAYERS 187 12.5.4 PARTICIPANTS 187 FIGURE 41 KEY RISK ANALYTICS MARKET PLAYERS, COMPANY EVALUATION MATRIX, 2020 188 12.6 STARTUP/SME EVALUATION QUADRANT 188 12.6.1 PROGRESSIVE COMPANIES 189 12.6.2 RESPONSIVE COMPANIES 189 12.6.3 DYNAMIC COMPANIES 189 12.6.4 STARTING BLOCKS 189 FIGURE 42 STARTUP/SME RISK ANALYTICS MARKET EVALUATION MATRIX, 2020 190 12.7 COMPETITIVE BENCHMARKING 190 TABLE 241 RISK ANALYTICS MARKET: DETAILED LIST OF KEY STARTUPS/SMES 190 TABLE 242 RISK ANALYTICS MARKET: COMPETITIVE BENCHMARKING OF KEY PLAYERS (STARTUPS/SMES) 191 12.8 COMPETITIVE SCENARIO 192 12.8.1 PRODUCT LAUNCHES 192 TABLE 243 PRODUCT LAUNCHES, 2018–2021 192 12.8.2 DEALS 194 TABLE 244 DEALS, 2018–2022 194 12.8.3 OTHERS 197 TABLE 245 OTHERS, 2019–2021 197
SummaryThe global risk analytics market size 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. Table of Contents1 INTRODUCTION 281.1 STUDY OBJECTIVES 28 1.2 MARKET DEFINITION 28 1.2.1 INCLUSIONS AND EXCLUSIONS 29 1.3 MARKET SCOPE 30 1.3.1 MARKET SEGMENTATION 30 1.3.2 REGIONS COVERED 31 1.3.3 YEARS CONSIDERED 31 1.4 CURRENCY CONSIDERED 31 TABLE 1 UNITED STATES DOLLAR EXCHANGE RATE, 2019–2021 32 1.5 STAKEHOLDERS 32 1.6 SUMMARY OF CHANGES 32 2 RESEARCH METHODOLOGY 33 2.1 RESEARCH DATA 33 FIGURE 1 RISK ANALYTICS MARKET: RESEARCH DESIGN 33 2.1.1 SECONDARY DATA 34 2.1.2 PRIMARY DATA 34 TABLE 2 PRIMARY INTERVIEWS 34 2.1.2.1 Breakup of primary profiles 35 2.1.2.2 Key industry insights 35 2.2 MARKET BREAKUP AND DATA TRIANGULATION 36 FIGURE 2 DATA TRIANGULATION 36 2.3 MARKET SIZE ESTIMATION 37 FIGURE 3 RISK ANALYTICS MARKET: TOP-DOWN AND BOTTOM-UP APPROACHES 37 2.3.1 TOP-DOWN APPROACH 37 2.3.2 BOTTOM-UP APPROACH 38 FIGURE 4 MARKET SIZE ESTIMATION METHODOLOGY – APPROACH 1 (SUPPLY-SIDE): REVENUE FROM SOLUTIONS/SERVICES OF RISK ANALYTICS MARKET 38 FIGURE 5 MARKET SIZE ESTIMATION METHODOLOGY – APPROACH 2, BOTTOM-UP (SUPPLY-SIDE): COLLECTIVE REVENUE FROM ALL SOLUTIONS/SERVICES OF RISK ANALYTICS MARKET 39 FIGURE 6 MARKET SIZE ESTIMATION METHODOLOGY – APPROACH 3, BOTTOM-UP (DEMAND-SIDE): SHARE OF RISK ANALYTICS THROUGH OVERALL RISK ANALYTICS SPENDING 40 2.4 MARKET FORECAST 41 TABLE 3 FACTOR ANALYSIS 41 2.5 COMPANY EVALUATION MATRIX METHODOLOGY 42 FIGURE 7 COMPANY EVALUATION MATRIX: CRITERIA WEIGHTAGE 42 2.6 STARTUP/SME EVALUATION MATRIX METHODOLOGY 43 FIGURE 8 STARTUP/SME EVALUATION MATRIX: CRITERIA WEIGHTAGE 43 2.7 ASSUMPTIONS 43 2.8 LIMITATIONS 45 3 EXECUTIVE SUMMARY 46 TABLE 4 GLOBAL RISK ANALYTICS MARKET SIZE AND GROWTH RATE, 2016–2021 (USD MILLION, Y-O-Y%) 47 TABLE 5 GLOBAL RISK ANALYTICS MARKET SIZE AND GROWTH RATE, 2022–2027 (USD MILLION, Y-O-Y%) 47 FIGURE 9 SOFTWARE SEGMENT TO HOLD A LARGER MARKET SIZE IN 2022 48 FIGURE 10 GRC SOFTWARE SEGMENT TO HOLD LARGEST MARKET SIZE IN 2022 48 FIGURE 11 PROFESSIONAL SERVICES SEGMENT TO HOLD LARGER MARKET SHARE IN 2022 48 FIGURE 12 ON-PREMISES SEGMENT TO HOLD LARGER MARKET SIZE IN 2022 49 FIGURE 13 LARGE ENTERPRISES SEGMENT TO HOLD LARGER MARKET SHARE IN 2022 49 FIGURE 14 FINANCIAL RISK SEGMENT TO HOLD LARGEST MARKET SIZE IN 2022 49 FIGURE 15 BANKING AND FINANCIAL SERVICES VERTICAL TO HOLD LARGEST MARKET SIZE IN 2022 50 FIGURE 16 NORTH AMERICA TO HOLD LARGEST MARKET SHARE IN 2022 50 4 PREMIUM INSIGHTS 51 4.1 ATTRACTIVE OPPORTUNITIES IN RISK ANALYTICS MARKET 51 FIGURE 17 GROWING DIGITALIZATION AND BUSINESS PROCESS AUTOMATION TO BOOST RISK ANALYTICS MARKET GROWTH 51 4.2 RISK ANALYTICS MARKET: TOP THREE VERTICALS 51 FIGURE 18 BANKING AND FINANCIAL SERVICES SEGMENT TO HOLD LARGEST MARKET SIZE DURING FORECAST PERIOD 51 4.3 RISK ANALYTICS MARKET, BY REGION 52 FIGURE 19 NORTH AMERICA TO HOLD LARGEST MARKET SHARE IN 2022 52 4.4 NORTH AMERICA: RISK ANALYTICS MARKET, BY SOFTWARE AND RISK TYPE 52 FIGURE 20 GRC SOFTWARE SEGMENT AND FINANCIAL RISK SEGMENT TO HOLD LARGEST MARKET SHARE IN 2022 52 5 MARKET OVERVIEW AND INDUSTRY TRENDS 53 5.1 INTRODUCTION 53 5.2 MARKET DYNAMICS 53 FIGURE 21 DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES: RISK ANALYTICS MARKET 53 5.2.1 DRIVERS 54 5.2.1.1 Growing incidences of data thefts and security breaches 54 5.2.1.2 Rising government compliance with stringent industry regulations 54 5.2.1.3 Increasing complexities across business processes 55 5.2.1.4 Rising digitalization and business process automation 55 5.2.2 RESTRAINTS 55 5.2.2.1 High cost and complexity in software installation and configuration 55 5.2.2.2 Intricate nature of regulatory compliance 56 5.2.3 OPPORTUNITIES 56 5.2.3.1 Adoption of AI and blockchain technology in market 56 5.2.3.2 Rising innovations in FinTech industry 56 5.2.4 CHALLENGES 56 5.2.4.1 Integration of data from data silos 56 5.3 PRICING MODEL ANALYSIS 57 5.4 TRENDS AND DISRUPTIONS IMPACTING BUYERS 58 FIGURE 22 REVENUE SHIFT FOR RISK ANALYTICS MARKET 58 5.5 RISK ANALYTICS: EVOLUTION 59 FIGURE 23 EVOLUTION OF RISK ANALYTICS 59 5.6 RISK ANALYTICS: ECOSYSTEM 60 FIGURE 24 ECOSYSTEM OF RISK ANALYTICS 60 5.7 RISK ANALYTICS MARKET: COVID-19 IMPACT 60 5.8 CASE STUDY ANALYSIS 61 5.8.1 USE CASE 1: NEW ZEALAND SUPERANNUATION FUND (NZSF) USED QUANTIFI SOLUTION FOR CREDIT AND LIQUIDITY RISK MANAGEMENT 61 5.8.2 USE CASE 2: PIRAEUS BANK USED QUANTIFI XVA SOLUTION TO ADDRESS ITS XVA REQUIREMENTS 61 5.8.3 USE CASE 3: POWER MAPPING ELEMENT OF VERISK MAPLECROFT’S RISK ANALYSIS SERVICE USED FOR INFORMED BUSINESS DECISIONS 61 5.8.4 USE CASE 4: REGIONAL BANK DEPLOYED ONESPAN RISK ANALYTICS SOLUTION TO DRIVE DOWN FRAUD 62 5.8.5 USE CASE 5: EMEA-BASED FINANCIAL INSTITUTIONS DEPLOYED IFRS 9 SOLUTION OF AXIOMSL 62 5.9 VALUE CHAIN ANALYSIS 63 FIGURE 25 VALUE CHAIN ANALYSIS 63 5.10 ECOSYSTEM 64 TABLE 6 RISK ANALYTICS MARKET: ECOSYSTEM 64 5.11 PATENT ANALYSIS 65 5.11.1 METHODOLOGY 65 5.11.2 DOCUMENT TYPE 65 TABLE 7 PATENTS FILED, 2019–2022 65 5.11.3 INNOVATION AND PATENT APPLICATIONS 65 FIGURE 26 TOTAL NUMBER OF PATENTS GRANTED IN A YEAR, 2019–2022 65 5.11.3.1 Top applicants 66 FIGURE 27 TOP 10 COMPANIES WITH HIGHEST NUMBER OF PATENT APPLICATIONS, 2019–2022 66 5.12 TECHNOLOGY ANALYSIS 66 5.12.1 RISK ANALYTICS AND ARTIFICIAL INTELLIGENCE 66 5.12.2 RISK ANALYTICS AND MACHINE LEARNING 66 5.12.3 RISK ANALYTICS AND INTERNET OF THINGS 67 5.13 KEY CONFERENCES AND EVENTS IN 2022–2023 67 TABLE 8 RISK ANALYTICS MARKET: DETAILED LIST OF CONFERENCES AND EVENTS 67 5.14 PORTER’S FIVE FORCES ANALYSIS 67 TABLE 9 RISK ANALYTICS MARKET: PORTER’S FIVE FORCES ANALYSIS 67 5.14.1 THREAT OF NEW ENTRANTS 67 5.14.2 THREAT OF SUBSTITUTES 68 5.14.3 BARGAINING POWER OF SUPPLIERS 68 5.14.4 BARGAINING POWER OF BUYERS 68 5.14.5 INTENSITY OF COMPETITIVE RIVALRY 68 5.15 TARIFF AND REGULATORY LANDSCAPE 69 5.15.1 REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 69 TABLE 10 NORTH AMERICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 69 TABLE 11 EUROPE: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 70 TABLE 12 ASIA PACIFIC: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 70 TABLE 13 MIDDLE EAST AND AFRICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 71 TABLE 14 LATIN AMERICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 71 5.16 REGULATORY IMPLICATIONS. 72 5.16.1 ISO 31000 2009: RISK MANAGEMENT PRINCIPLES AND GUIDELINES 72 5.16.2 ISO/IEC 31010:2009: RISK MANAGEMENT–RISK ASSESSMENT TECHNIQUES 72 5.16.3 GRC CAPABILITY MODEL 3.0 (RED BOOK) 72 5.16.4 COMMITTEE OF SPONSORING ORGANIZATIONS: ENTERPRISE RISK MANAGEMENT FRAMEWORK 72 5.16.5 NORTH AMERICA: REGULATIONS 73 5.16.5.1 Personal Information Protection and Electronic Documents Act 73 5.16.5.2 Gramm–Leach–Bliley Act 73 5.16.5.3 Health Insurance Portability and Accountability Act of 1996 73 5.16.5.4 California Consumer Privacy Act 73 5.16.6 EUROPE: REGULATIONS 74 5.16.6.1 General Data Protection Regulation 74 5.16.6.2 BASEL 74 5.16.6.3 European Committee for Standardization 74 5.16.7 ASIA PACIFIC: REGULATIONS 75 5.16.7.1 Personal Data Protection Act 75 5.16.7.2 International Organization for Standardization 27001 75 5.16.8 MIDDLE EAST AND AFRICA: REGULATIONS 76 5.16.8.1 Israeli Privacy Protection Regulations (Data Security), 5777-2017 76 5.16.8.2 GDPR Applicability in KSA 76 5.16.8.3 Protection of Personal Information Act 76 5.16.9 LATIN AMERICA: REGULATIONS 76 5.16.9.1 Brazil Data Protection Law 76 5.16.9.2 Argentina Personal Data Protection Law No. 25.326 77 5.17 KEY STAKEHOLDERS AND BUYING CRITERIA 77 5.17.1 KEY STAKEHOLDERS IN BUYING PROCESS 77 TABLE 15 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS FOR TOP VERTICALS (%) 77 5.17.2 BUYING CRITERIA 78 TABLE 16 KEY BUYING CRITERIA FOR TOP THREE VERTICALS 78 6 RISK ANALYTICS MARKET, BY COMPONENT 79 6.1 INTRODUCTION 80 6.1.1 COMPONENT: RISK ANALYTICS MARKET DRIVERS 80 6.1.2 COMPONENT: COVID-19 IMPACT 80 FIGURE 28 SERVICES SEGMENT TO REGISTER HIGHER CAGR DURING FORECAST PERIOD 81 TABLE 17 RISK ANALYTICS MARKET, BY COMPONENT, 2016–2021 (USD MILLION) 81 TABLE 18 RISK ANALYTICS MARKET SIZE, BY COMPONENT, 2022–2027 (USD MILLION) 81 6.2 SOFTWARE 82 FIGURE 29 GRC SOFTWARE TO HOLD LARGEST MARKET SIZE DURING FORECAST PERIOD 82 TABLE 19 RISK ANALYTICS SOFTWARE MARKET, BY REGION, 2016–2021 (USD MILLION) 82 TABLE 20 RISK ANALYTICS SOFTWARE MARKET, BY REGION, 2022–2027 (USD MILLION) 83 TABLE 21 RISK ANALYTICS MARKET, BY SOFTWARE, 2016–2021 (USD MILLION) 83 TABLE 22 RISK ANALYTICS MARKET, BY SOFTWARE, 2022–2027 (USD MILLION) 83 6.2.1 ETL TOOLS 84 TABLE 23 ETL TOOLS: RISK ANALYTICS MARKET, BY REGION, 2016–2021 (USD MILLION) 84 TABLE 24 ETL TOOLS: RISK ANALYTICS MARKET, BY REGION, 2022–2027 (USD MILLION) 84 6.2.2 RISK CALCULATION ENGINES 85 TABLE 25 RISK CALCULATION ENGINES: RISK ANALYTICS MARKET, BY REGION, 2016–2021 (USD MILLION) 85 TABLE 26 RISK CALCULATION ENGINES: RISK ANALYTICS MARKET, BY REGION, 2022–2027 (USD MILLION) 85 6.2.3 SCORECARD AND VISUALIZATION TOOLS 86 TABLE 27 SCORECARD AND VISUALIZATION TOOLS: RISK ANALYTICS MARKET, BY REGION, 2016–2021 (USD MILLION) 86 TABLE 28 SCORECARD AND VISUALIZATION TOOLS: RISK ANALYTICS MARKET, BY REGION, 2022–2027 (USD MILLION) 86 6.2.4 DASHBOARD ANALYTICS AND RISK REPORTING TOOLS 87 TABLE 29 DASHBOARD ANALYTICS AND RISK REPORTING TOOLS: RISK ANALYTICS MARKET, BY REGION, 2016–2021 (USD MILLION) 87 TABLE 30 DASHBOARD ANALYTICS AND RISK REPORTING TOOLS: RISK ANALYTICS MARKET, BY REGION, 2022–2027 (USD MILLION) 87 6.2.5 GRC SOFTWARE 88 TABLE 31 GRC SOFTWARE: RISK ANALYTICS MARKET, BY REGION, 2016–2021 (USD MILLION) 88 TABLE 32 GRC SOFTWARE: RISK ANALYTICS MARKET, BY REGION, 2022–2027 (USD MILLION) 88 6.2.6 OTHER SOFTWARE 89 TABLE 33 OTHER SOFTWARE: RISK ANALYTICS MARKET, BY REGION, 2016–2021 (USD MILLION) 89 TABLE 34 OTHER SOFTWARE: RISK ANALYTICS MARKET, BY REGION, 2022–2027 (USD MILLION) 89 6.3 SERVICES 90 FIGURE 30 MANAGED SERVICES SEGMENT TO GROW AT HIGHER CAGR DURING FORECAST PERIOD 90 TABLE 35 SERVICES: RISK ANALYTICS MARKET, BY REGION, 2016–2021 (USD MILLION) 90 TABLE 36 SERVICES: RISK ANALYTICS MARKET, BY REGION, 2022–2027 (USD MILLION) 91 TABLE 37 RISK ANALYTICS MARKET, BY SERVICE, 2016–2021 (USD MILLION) 91 TABLE 38 RISK ANALYTICS MARKET, BY SERVICE, 2022–2027 (USD MILLION) 91 6.3.1 PROFESSIONAL SERVICES 92 TABLE 39 PROFESSIONAL SERVICES: RISK ANALYTICS MARKET, BY REGION, 2016–2021 (USD MILLION) 92 TABLE 40 PROFESSIONAL SERVICES: RISK ANALYTICS MARKET, BY REGION, 2022–2027 (USD MILLION) 92 6.3.2 MANAGED SERVICES 93 TABLE 41 MANAGED SERVICES: RISK ANALYTICS MARKET, BY REGION, 2016–2021 (USD MILLION) 93 TABLE 42 MANAGED SERVICES: RISK ANALYTICS MARKET, BY REGION, 2022–2027 (USD MILLION) 93 7 RISK ANALYTICS MARKET, BY DEPLOYMENT MODE 94 7.1 INTRODUCTION 95 7.1.1 DEPLOYMENT MODE: RISK ANALYTICS MARKET DRIVERS 95 7.1.2 DEPLOYMENT MODE: COVID-19 IMPACT 95 FIGURE 31 ON-PREMISES SEGMENT TO HOLD LARGER MARKET SIZE DURING FORECAST PERIOD 96 TABLE 43 RISK ANALYTICS MARKET, BY DEPLOYMENT MODE, 2016–2021 (USD MILLION) 96 TABLE 44 RISK ANALYTICS MARKET, BY DEPLOYMENT MODE, 2022–2027 (USD MILLION) 96 7.2 CLOUD 97 TABLE 45 CLOUD: RISK ANALYTICS MARKET, BY REGION, 2016–2021 (USD MILLION) 97 TABLE 46 CLOUD: RISK ANALYTICS MARKET, BY REGION, 2022–2027 (USD MILLION) 97 7.3 ON-PREMISES 98 TABLE 47 ON-PREMISES: RISK ANALYTICS MARKET, BY REGION, 2016–2021 (USD MILLION) 98 TABLE 48 ON-PREMISES: RISK ANALYTICS MARKET, BY REGION, 2022–2027 (USD MILLION) 98 8 RISK ANALYTICS MARKET, BY ORGANIZATION SIZE 99 8.1 INTRODUCTION 100 8.1.1 ORGANIZATION SIZE: RISK ANALYTICS MARKET DRIVERS 100 8.1.2 ORGANIZATION SIZE: COVID-19 IMPACT 100 FIGURE 32 SMALL- AND MEDIUM-SIZED ENTERPRISES SEGMENT TO GROW AT HIGHER CAGR DURING FORECAST PERIOD 101 TABLE 49 RISK ANALYTICS MARKET, BY ORGANIZATION SIZE, 2016–2021 (USD MILLION) 101 TABLE 50 RISK ANALYTICS MARKET, BY ORGANIZATION SIZE, 2022–2027 (USD MILLION) 101 8.2 LARGE ENTERPRISES 102 TABLE 51 LARGE ENTERPRISES: RISK ANALYTICS MARKET, BY REGION, 2016–2021 (USD MILLION) 102 TABLE 52 LARGE ENTERPRISES: RISK ANALYTICS MARKET, BY REGION, 2022–2027 (USD MILLION) 102 8.3 SMALL- AND MEDIUM-SIZED ENTERPRISES 103 TABLE 53 SMALL- AND MEDIUM-SIZED ENTERPRISES: RISK ANALYTICS MARKET, BY REGION, 2016–2021 (USD MILLION) 103 TABLE 54 SMALL- AND MEDIUM-SIZED ENTERPRISES: RISK ANALYTICS MARKET, BY REGION, 2022–2027 (USD MILLION) 103 9 RISK ANALYTICS MARKET, BY RISK TYPE 104 9.1 INTRODUCTION 105 9.1.1 RISK TYPE: RISK ANALYTICS MARKET DRIVERS 105 9.1.2 RISK TYPE: COVID-19 IMPACT 105 FIGURE 33 STRATEGIC RISK SEGMENT TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD 106 TABLE 55 RISK ANALYTICS MARKET, BY RISK TYPE, 2016–2021 (USD MILLION) 106 TABLE 56 RISK ANALYTICS MARKET, BY RISK TYPE, 2022–2027 (USD MILLION) 106 9.2 STRATEGIC RISK 107 TABLE 57 STRATEGIC RISK: RISK ANALYTICS MARKET, BY REGION, 2016–2021 (USD MILLION) 107 TABLE 58 STRATEGIC RISK: RISK ANALYTICS MARKET, BY REGION, 2022–2027 (USD MILLION) 107 9.3 OPERATIONAL RISK 108 TABLE 59 OPERATIONAL RISK: RISK ANALYTICS MARKET, BY REGION, 2016–2021 (USD MILLION) 108 TABLE 60 OPERATIONAL RISK: RISK ANALYTICS MARKET, BY REGION, 2022–2027 (USD MILLION) 108 9.4 FINANCIAL RISK 109 TABLE 61 FINANCIAL RISK: RISK ANALYTICS MARKET, BY REGION, 2016–2021 (USD MILLION) 109 TABLE 62 FINANCIAL RISK: RISK ANALYTICS MARKET, BY REGION, 2022–2027 (USD MILLION) 109 9.5 OTHER RISK TYPES 110 TABLE 63 OTHER RISK TYPES: RISK ANALYTICS MARKET, BY REGION, 2016–2021 (USD MILLION) 110 TABLE 64 OTHER RISK TYPES: RISK ANALYTICS MARKET, BY REGION, 2022–2027 (USD MILLION) 110 10 RISK ANALYTICS MARKET, BY VERTICAL 111 10.1 INTRODUCTION 112 10.1.1 VERTICAL: RISK ANALYTICS MARKET DRIVERS 112 10.1.2 VERTICAL: COVID-19 IMPACT 112 FIGURE 34 HEALTHCARE AND LIFE SCIENCES VERTICAL TO REGISTER HIGHEST CAGR DURING FORECAST PERIOD 113 TABLE 65 RISK ANALYTICS MARKET, BY VERTICAL, 2016–2021 (USD MILLION) 114 TABLE 66 RISK ANALYTICS MARKET SIZE, BY VERTICAL, 2022–2027 (USD MILLION) 114 10.2 BANKING AND FINANCIAL SERVICES 115 TABLE 67 BANKING AND FINANCIAL SECTOR SERVICES: USE CASES 115 TABLE 68 BANKING AND FINANCIAL SERVICES: RISK ANALYTICS MARKET, BY REGION, 2016–2021 (USD MILLION) 115 TABLE 69 BANKING AND FINANCIAL SERVICES: RISK ANALYTICS MARKET, BY REGION, 2022–2027 (USD MILLION) 116 10.3 INSURANCE 116 TABLE 70 INSURANCE: USE CASES 116 TABLE 71 INSURANCE: RISK ANALYTICS MARKET, BY REGION, 2016–2021 (USD MILLION) 116 TABLE 72 INSURANCE: RISK ANALYTICS MARKET, BY REGION, 2022–2027 (USD MILLION) 117 10.4 MANUFACTURING 117 TABLE 73 MANUFACTURING: USE CASES 117 TABLE 74 MANUFACTURING: RISK ANALYTICS MARKET, BY REGION, 2016–2021 (USD MILLION) 118 TABLE 75 MANUFACTURING: RISK ANALYTICS MARKET, BY REGION, 2022–2027 (USD MILLION) 118 10.5 TRANSPORTATION AND LOGISTICS 118 TABLE 76 TRANSPORTATION AND LOGISTICS: USE CASES 118 TABLE 77 TRANSPORTATION AND LOGISTICS: RISK ANALYTICS MARKET, BY REGION, 2016–2021 (USD MILLION) 119 TABLE 78 TRANSPORTATION AND LOGISTICS: RISK ANALYTICS MARKET, BY REGION, 2022–2027 (USD MILLION) 119 10.6 RETAIL AND CONSUMER GOODS 119 TABLE 79 RETAIL AND CONSUMER GOODS: USE CASES 120 TABLE 80 RETAIL AND CONSUMER GOODS: RISK ANALYTICS MARKET, BY REGION, 2016–2021 (USD MILLION) 120 TABLE 81 RETAIL AND CONSUMER GOODS: RISK ANALYTICS MARKET, BY REGION, 2022–2027 (USD MILLION) 120 10.7 IT AND TELECOM 121 TABLE 82 IT AND TELECOM: USE CASES 121 TABLE 83 IT AND TELECOM: RISK ANALYTICS MARKET, BY REGION, 2016–2021 (USD MILLION) 121 TABLE 84 IT AND TELECOM: RISK ANALYTICS MARKET, BY REGION, 2022–2027 (USD MILLION) 122 10.8 GOVERNMENT AND DEFENSE 122 TABLE 85 GOVERNMENT AND DEFENSE: USE CASES 122 TABLE 86 GOVERNMENT AND DEFENSE: RISK ANALYTICS MARKET, BY REGION, 2016–2021 (USD MILLION) 123 TABLE 87 GOVERNMENT AND DEFENSE: RISK ANALYTICS MARKET, BY REGION, 2022–2027 (USD MILLION) 123 10.9 HEALTHCARE AND LIFE SCIENCES 123 TABLE 88 HEALTHCARE AND LIFE SCIENCES: USE CASES 124 TABLE 89 HEALTHCARE AND LIFE SCIENCES: RISK ANALYTICS MARKET, BY REGION, 2016–2021 (USD MILLION) 124 TABLE 90 HEALTHCARE AND LIFE SCIENCES: RISK ANALYTICS MARKET, BY REGION, 2022–2027 (USD MILLION) 124 10.10 ENERGY AND UTILITIES 125 TABLE 91 ENERGY AND UTILITIES: USE CASES 125 TABLE 92 ENERGY AND UTILITIES: RISK ANALYTICS MARKET, BY REGION, 2016–2021 (USD MILLION) 125 TABLE 93 ENERGY AND UTILITIES: RISK ANALYTICS MARKET, BY REGION, 2022–2027 (USD MILLION) 125 10.11 OTHER VERTICALS 126 TABLE 94 OTHER VERTICALS: USE CASES 126 TABLE 95 OTHER VERTICALS: RISK ANALYTICS MARKET, BY REGION, 2016–2021 (USD MILLION) 126 TABLE 96 OTHER VERTICALS: RISK ANALYTICS MARKET, BY REGION, 2022–2027 (USD MILLION) 127 11 RISK ANALYTICS MARKET, BY REGION 128 11.1 INTRODUCTION 129 FIGURE 35 INDIA TO ACCOUNT FOR HIGHEST CAGR DURING FORECAST PERIOD 129 FIGURE 36 ASIA PACIFIC TO WITNESS HIGHEST CAGR DURING FORECAST PERIOD 129 TABLE 97 RISK ANALYTICS MARKET, BY REGION, 2016–2021 (USD MILLION) 130 TABLE 98 RISK ANALYTICS MARKET, BY REGION, 2022–2027 (USD MILLION) 130 11.2 NORTH AMERICA 130 11.2.1 NORTH AMERICA: RISK ANALYTICS MARKET DRIVERS 131 11.2.2 NORTH AMERICA: COVID-19 IMPACT 131 FIGURE 37 NORTH AMERICA: MARKET SNAPSHOT 132 TABLE 99 NORTH AMERICA: RISK ANALYTICS MARKET, BY COMPONENT, 2016–2021 (USD MILLION) 132 TABLE 100 NORTH AMERICA: RISK ANALYTICS MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 133 TABLE 101 NORTH AMERICA: RISK ANALYTICS MARKET, BY SOFTWARE, 2016–2021 (USD MILLION) 133 TABLE 102 NORTH AMERICA: RISK ANALYTICS MARKET, BY SOFTWARE, 2022–2027 (USD MILLION) 133 TABLE 103 NORTH AMERICA: RISK ANALYTICS MARKET, BY SERVICE, 2016–2021 (USD MILLION) 134 TABLE 104 NORTH AMERICA: RISK ANALYTICS MARKET, BY SERVICE, 2022–2027 (USD MILLION) 134 TABLE 105 NORTH AMERICA: RISK ANALYTICS MARKET, BY DEPLOYMENT MODE, 2016–2021 (USD MILLION) 134 TABLE 106 NORTH AMERICA: RISK ANALYTICS MARKET, BY DEPLOYMENT MODE, 2022–2027 (USD MILLION) 134 TABLE 107 NORTH AMERICA: RISK ANALYTICS MARKET, BY RISK TYPE, 2016–2021 (USD MILLION) 135 TABLE 108 NORTH AMERICA: RISK ANALYTICS MARKET, BY RISK TYPE, 2022–2027 (USD MILLION) 135 TABLE 109 NORTH AMERICA: RISK ANALYTICS MARKET, BY ORGANIZATION SIZE, 2016–2021 (USD MILLION) 135 TABLE 110 NORTH AMERICA: RISK ANALYTICS MARKET, BY ORGANIZATION SIZE, 2022–2027 (USD MILLION) 136 TABLE 111 NORTH AMERICA: RISK ANALYTICS MARKET, BY VERTICAL, 2016–2021 (USD MILLION) 136 TABLE 112 NORTH AMERICA: RISK ANALYTICS MARKET, BY VERTICAL, 2022–2027 (USD MILLION) 137 TABLE 113 NORTH AMERICA: RISK ANALYTICS MARKET, BY COUNTRY, 2016–2021 (USD MILLION) 137 TABLE 114 NORTH AMERICA: RISK ANALYTICS MARKET, BY COUNTRY, 2022–2027 (USD MILLION) 137 11.2.3 US 138 TABLE 115 US: RISK ANALYTICS MARKET, BY COMPONENT, 2016–2021 (USD MILLION) 138 TABLE 116 US: RISK ANALYTICS MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 138 TABLE 117 US: RISK ANALYTICS MARKET, BY RISK TYPE, 2016–2021 (USD MILLION) 138 TABLE 118 US: RISK ANALYTICS MARKET, BY RISK TYPE, 2022–2027 (USD MILLION) 139 11.2.4 CANADA 139 TABLE 119 CANADA: RISK ANALYTICS MARKET, BY COMPONENT, 2016–2021 (USD MILLION) 139 TABLE 120 CANADA: RISK ANALYTICS MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 139 TABLE 121 CANADA: RISK ANALYTICS MARKET, BY RISK TYPE, 2016–2021 (USD MILLION) 140 TABLE 122 CANADA: RISK ANALYTICS MARKET, BY RISK TYPE, 2022–2027 (USD MILLION) 140 11.3 EUROPE 140 11.3.1 EUROPE: RISK ANALYTICS MARKET DRIVERS 140 11.3.2 EUROPE: COVID-19 IMPACT 141 TABLE 123 EUROPE: RISK ANALYTICS MARKET, BY COMPONENT, 2016–2021 (USD MILLION) 141 TABLE 124 EUROPE: RISK ANALYTICS MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 141 TABLE 125 EUROPE: RISK ANALYTICS MARKET, BY SOFTWARE, 2016–2021 (USD MILLION) 141 TABLE 126 EUROPE: RISK ANALYTICS MARKET, BY SOFTWARE, 2022–2027 (USD MILLION) 142 TABLE 127 EUROPE: RISK ANALYTICS MARKET, BY SERVICE, 2016–2021 (USD MILLION) 142 TABLE 128 EUROPE: RISK ANALYTICS MARKET, BY SERVICE, 2022–2027 (USD MILLION) 142 TABLE 129 EUROPE: RISK ANALYTICS MARKET, BY DEPLOYMENT MODE, 2016–2021 (USD MILLION) 143 TABLE 130 EUROPE: RISK ANALYTICS MARKET, BY DEPLOYMENT MODE, 2022–2027 (USD MILLION) 143 TABLE 131 EUROPE: RISK ANALYTICS MARKET, BY RISK TYPE, 2016–2021 (USD MILLION) 143 TABLE 132 EUROPE: RISK ANALYTICS MARKET, BY RISK TYPE, 2022–2027 (USD MILLION) 144 TABLE 133 EUROPE: RISK ANALYTICS MARKET, BY ORGANIZATION SIZE, 2016–2021 (USD MILLION) 144 TABLE 134 EUROPE: RISK ANALYTICS MARKET, BY ORGANIZATION SIZE, 2022–2027 (USD MILLION) 144 TABLE 135 EUROPE: RISK ANALYTICS MARKET, BY VERTICAL, 2016–2021 (USD MILLION) 145 TABLE 136 EUROPE: RISK ANALYTICS MARKET, BY VERTICAL, 2022–2027 (USD MILLION) 145 TABLE 137 EUROPE: RISK ANALYTICS MARKET, BY COUNTRY, 2016–2021 (USD MILLION) 146 TABLE 138 EUROPE: RISK ANALYTICS MARKET, BY COUNTRY, 2022–2027 (USD MILLION) 146 11.3.3 UK 146 TABLE 139 UK: RISK ANALYTICS MARKET, BY COMPONENT, 2016–2021 (USD MILLION) 146 TABLE 140 UK: RISK ANALYTICS MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 147 TABLE 141 UK: RISK ANALYTICS MARKET, BY RISK TYPE, 2016–2021 (USD MILLION) 147 TABLE 142 UK: RISK ANALYTICS MARKET, BY RISK TYPE, 2022–2027 (USD MILLION) 147 11.3.4 GERMANY 147 TABLE 143 GERMANY: RISK ANALYTICS MARKET, BY COMPONENT, 2016–2021 (USD MILLION) 148 TABLE 144 GERMANY: RISK ANALYTICS MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 148 TABLE 145 GERMANY: RISK ANALYTICS MARKET, BY RISK TYPE, 2016–2021 (USD MILLION) 148 TABLE 146 GERMANY: RISK ANALYTICS MARKET, BY RISK TYPE, 2022–2027 (USD MILLION) 148 11.3.5 FRANCE 149 TABLE 147 FRANCE: RISK ANALYTICS MARKET, BY COMPONENT, 2016–2021 (USD MILLION) 149 TABLE 148 FRANCE: RISK ANALYTICS MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 149 TABLE 149 FRANCE: RISK ANALYTICS MARKET, BY RISK TYPE, 2016–2021 (USD MILLION) 149 TABLE 150 FRANCE: RISK ANALYTICS MARKET, BY RISK TYPE, 2022–2027 (USD MILLION) 150 11.3.6 REST OF EUROPE 150 TABLE 151 REST OF EUROPE: RISK ANALYTICS MARKET, BY COMPONENT, 2016–2021 (USD MILLION) 150 TABLE 152 REST OF EUROPE: RISK ANALYTICS MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 150 TABLE 153 REST OF EUROPE: RISK ANALYTICS MARKET, BY RISK TYPE, 2016–2021 (USD MILLION) 151 TABLE 154 REST OF EUROPE: RISK ANALYTICS MARKET, BY RISK TYPE, 2022–2027 (USD MILLION) 151 11.4 ASIA PACIFIC 151 11.4.1 ASIA PACIFIC: RISK ANALYTICS MARKET DRIVERS 152 11.4.2 ASIA PACIFIC: COVID-19 IMPACT 152 FIGURE 38 ASIA PACIFIC: MARKET SNAPSHOT 153 TABLE 155 ASIA PACIFIC: RISK ANALYTICS MARKET, BY COMPONENT, 2016–2021 (USD MILLION) 153 TABLE 156 ASIA PACIFIC: RISK ANALYTICS MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 154 TABLE 157 ASIA PACIFIC: RISK ANALYTICS MARKET SIZE, BY SOFTWARE, 2016–2021 (USD MILLION) 154 TABLE 158 ASIA PACIFIC: RISK ANALYTICS MARKET SIZE, BY SOFTWARE, 2022–2027 (USD MILLION) 154 TABLE 159 ASIA PACIFIC: RISK ANALYTICS MARKET SIZE, BY SERVICE, 2016–2021 (USD MILLION) 155 TABLE 160 ASIA PACIFIC: RISK ANALYTICS MARKET SIZE, BY SERVICE, 2022–2027 (USD MILLION) 155 TABLE 161 ASIA PACIFIC: RISK ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2016–2021 (USD MILLION) 155 TABLE 162 ASIA PACIFIC: RISK ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2022–2027 (USD MILLION) 155 TABLE 163 ASIA PACIFIC: RISK ANALYTICS MARKET SIZE, BY RISK TYPE, 2016–2021 (USD MILLION) 156 TABLE 164 ASIA PACIFIC: RISK ANALYTICS MARKET SIZE, BY RISK TYPE, 2022–2027 (USD MILLION) 156 TABLE 165 ASIA PACIFIC: RISK ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE, 2016–2021 (USD MILLION) 156 TABLE 166 ASIA PACIFIC: RISK ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE, 2022–2027 (USD MILLION) 157 TABLE 167 ASIA PACIFIC: RISK ANALYTICS MARKET SIZE, BY VERTICAL, 2016–2021 (USD MILLION) 157 TABLE 168 ASIA PACIFIC: RISK ANALYTICS MARKET SIZE, BY VERTICAL, 2022–2027 (USD MILLION) 158 TABLE 169 ASIA PACIFIC: RISK ANALYTICS MARKET SIZE, BY COUNTRY, 2016–2021 (USD MILLION) 158 TABLE 170 ASIA PACIFIC: RISK ANALYTICS MARKET SIZE, BY COUNTRY, 2022–2027 (USD MILLION) 159 11.4.3 CHINA 159 TABLE 171 CHINA: RISK ANALYTICS MARKET, BY COMPONENT, 2016–2021 (USD MILLION) 159 TABLE 172 CHINA: RISK ANALYTICS MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 159 TABLE 173 CHINA: RISK ANALYTICS MARKET, BY RISK TYPE, 2016–2021 (USD MILLION) 160 TABLE 174 CHINA: RISK ANALYTICS MARKET, BY RISK TYPE, 2022–2027 (USD MILLION) 160 11.4.4 JAPAN 160 TABLE 175 JAPAN: RISK ANALYTICS MARKET, BY COMPONENT, 2016–2021 (USD MILLION) 160 TABLE 176 JAPAN: RISK ANALYTICS MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 161 TABLE 177 JAPAN: RISK ANALYTICS MARKET, BY RISK TYPE, 2016–2021 (USD MILLION) 161 TABLE 178 JAPAN: RISK ANALYTICS MARKET, BY RISK TYPE, 2022–2027 (USD MILLION) 161 11.4.5 INDIA 161 TABLE 179 INDIA: RISK ANALYTICS MARKET, BY COMPONENT, 2016–2021 (USD MILLION) 162 TABLE 180 INDIA: RISK ANALYTICS MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 162 TABLE 181 INDIA: RISK ANALYTICS MARKET, BY RISK TYPE, 2016–2021 (USD MILLION) 162 TABLE 182 INDIA: RISK ANALYTICS MARKET, BY RISK TYPE, 2022–2027 (USD MILLION) 162 11.4.6 REST OF ASIA PACIFIC 163 TABLE 183 REST OF ASIA PACIFIC: RISK ANALYTICS MARKET, BY COMPONENT, 2016–2021 (USD MILLION) 163 TABLE 184 REST OF ASIA PACIFIC: RISK ANALYTICS MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 163 TABLE 185 REST OF ASIA PACIFIC: RISK ANALYTICS MARKET, BY RISK TYPE, 2016–2021 (USD MILLION) 163 TABLE 186 REST OF ASIA PACIFIC: RISK ANALYTICS MARKET, BY RISK TYPE, 2022–2027 (USD MILLION) 164 11.5 MIDDLE EAST AND AFRICA 164 11.5.1 MIDDLE EAST AND AFRICA: RISK ANALYTICS MARKET DRIVERS 164 11.5.2 MIDDLE EAST AND AFRICA: COVID-19 IMPACT 165 TABLE 187 MIDDLE EAST AND AFRICA: RISK ANALYTICS MARKET, BY COMPONENT, 2016–2021 (USD MILLION) 165 TABLE 188 MIDDLE EAST AND AFRICA: RISK ANALYTICS MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 165 TABLE 189 MIDDLE EAST AND AFRICA: RISK ANALYTICS MARKET, BY SOFTWARE, 2016–2021 (USD MILLION) 166 TABLE 190 MIDDLE EAST AND AFRICA: RISK ANALYTICS MARKET, BY SOFTWARE, 2022–2027 (USD MILLION) 166 TABLE 191 MIDDLE EAST AND AFRICA: RISK ANALYTICS MARKET, BY SERVICE, 2016–2021 (USD MILLION) 166 TABLE 192 MIDDLE EAST AND AFRICA: RISK ANALYTICS MARKET, BY SERVICE, 2022–2027 (USD MILLION) 167 TABLE 193 MIDDLE EAST AND AFRICA: RISK ANALYTICS MARKET, BY DEPLOYMENT MODE, 2016–2021 (USD MILLION) 167 TABLE 194 MIDDLE EAST AND AFRICA: RISK ANALYTICS MARKET, BY DEPLOYMENT MODE, 2022–2027 (USD MILLION) 167 TABLE 195 MIDDLE EAST AND AFRICA: RISK ANALYTICS MARKET, BY RISK TYPE, 2016–2021 (USD MILLION) 167 TABLE 196 MIDDLE EAST AND AFRICA: RISK ANALYTICS MARKET, BY RISK TYPE, 2022–2027 (USD MILLION) 168 TABLE 197 MIDDLE EAST AND AFRICA: RISK ANALYTICS MARKET, BY ORGANIZATION SIZE, 2016–2021 (USD MILLION) 168 TABLE 198 MIDDLE EAST AND AFRICA: RISK ANALYTICS MARKET, BY ORGANIZATION SIZE, 2022–2027 (USD MILLION) 168 TABLE 199 MIDDLE EAST AND AFRICA: RISK ANALYTICS MARKET, BY VERTICAL, 2016–2021 (USD MILLION) 169 TABLE 200 MIDDLE EAST AND AFRICA: RISK ANALYTICS MARKET, BY VERTICAL, 2022–2027 (USD MILLION) 169 TABLE 201 MIDDLE EAST AND AFRICA: RISK ANALYTICS MARKET, BY REGION, 2016–2021 (USD MILLION) 170 TABLE 202 MIDDLE EAST AND AFRICA: RISK ANALYTICS MARKET, BY REGION, 2022–2027 (USD MILLION) 170 11.5.3 MIDDLE EAST 170 TABLE 203 MIDDLE EAST: RISK ANALYTICS MARKET, BY COMPONENT, 2016–2021 (USD MILLION) 170 TABLE 204 MIDDLE EAST: RISK ANALYTICS MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 170 TABLE 205 MIDDLE EAST: RISK ANALYTICS MARKET, BY RISK TYPE, 2016–2021 (USD MILLION) 171 TABLE 206 MIDDLE EAST: RISK ANALYTICS MARKET, BY RISK TYPE, 2022–2027 (USD MILLION) 171 11.5.4 AFRICA 171 TABLE 207 AFRICA: RISK ANALYTICS MARKET, BY COMPONENT, 2016–2021 (USD MILLION) 171 TABLE 208 AFRICA: RISK ANALYTICS MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 172 TABLE 209 AFRICA: RISK ANALYTICS MARKET, BY RISK TYPE, 2016–2021 (USD MILLION) 172 TABLE 210 AFRICA: RISK ANALYTICS MARKET, BY RISK TYPE, 2022–2027 (USD MILLION) 172 11.6 LATIN AMERICA 172 11.6.1 LATIN AMERICA: RISK ANALYTICS MARKET DRIVERS 173 11.6.2 LATIN AMERICA: COVID-19 IMPACT 173 TABLE 211 LATIN AMERICA: RISK ANALYTICS MARKET, BY COMPONENT, 2016–2021 (USD MILLION) 173 TABLE 212 LATIN AMERICA: RISK ANALYTICS MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 173 TABLE 213 LATIN AMERICA: RISK ANALYTICS MARKET, BY SOFTWARE, 2016–2021 (USD MILLION) 174 TABLE 214 LATIN AMERICA: RISK ANALYTICS MARKET, BY SOFTWARE, 2022–2027 (USD MILLION) 174 TABLE 215 LATIN AMERICA: RISK ANALYTICS MARKET, BY SERVICE, 2016–2021 (USD MILLION) 174 TABLE 216 LATIN AMERICA: RISK ANALYTICS MARKET, BY SERVICE, 2022–2027 (USD MILLION) 175 TABLE 217 LATIN AMERICA: RISK ANALYTICS MARKET, BY DEPLOYMENT MODE, 2016–2021 (USD MILLION) 175 TABLE 218 LATIN AMERICA: RISK ANALYTICS MARKET, BY DEPLOYMENT MODE, 2022–2027 (USD MILLION) 175 TABLE 219 LATIN AMERICA: RISK ANALYTICS MARKET, BY RISK TYPE, 2016–2021 (USD MILLION) 175 TABLE 220 LATIN AMERICA: RISK ANALYTICS MARKET, BY RISK TYPE, 2022–2027 (USD MILLION) 176 TABLE 221 LATIN AMERICA: RISK ANALYTICS MARKET, BY ORGANIZATION SIZE, 2016–2021 (USD MILLION) 176 TABLE 222 LATIN AMERICA: RISK ANALYTICS MARKET, BY ORGANIZATION SIZE, 2022–2027 (USD MILLION) 176 TABLE 223 LATIN AMERICA: RISK ANALYTICS MARKET, BY VERTICAL, 2016–2021 (USD MILLION) 177 TABLE 224 LATIN AMERICA: RISK ANALYTICS MARKET, BY VERTICAL, 2022–2027 (USD MILLION) 177 TABLE 225 LATIN AMERICA: RISK ANALYTICS MARKET, BY COUNTRY, 2016–2021 (USD MILLION) 178 TABLE 226 LATIN AMERICA: RISK ANALYTICS MARKET, BY COUNTRY, 2022–2027 (USD MILLION) 178 11.6.3 BRAZIL 178 TABLE 227 BRAZIL: RISK ANALYTICS MARKET, BY COMPONENT, 2016–2021 (USD MILLION) 179 TABLE 228 BRAZIL: RISK ANALYTICS MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 179 TABLE 229 BRAZIL: RISK ANALYTICS MARKET, BY RISK TYPE, 2016–2021 (USD MILLION) 179 TABLE 230 BRAZIL: RISK ANALYTICS MARKET, BY RISK TYPE, 2022–2027 (USD MILLION) 179 11.6.4 MEXICO 180 TABLE 231 MEXICO: RISK ANALYTICS MARKET, BY COMPONENT, 2016–2021 (USD MILLION) 180 TABLE 232 MEXICO: RISK ANALYTICS MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 180 TABLE 233 MEXICO: RISK ANALYTICS MARKET, BY RISK TYPE, 2016–2021 (USD MILLION) 180 TABLE 234 MEXICO: RISK ANALYTICS MARKET, BY RISK TYPE, 2022–2027 (USD MILLION) 181 11.6.5 REST OF LATIN AMERICA 181 TABLE 235 REST OF LATIN AMERICA: RISK ANALYTICS MARKET, BY COMPONENT, 2016–2021 (USD MILLION) 181 TABLE 236 REST OF LATIN AMERICA: RISK ANALYTICS MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 181 TABLE 237 REST OF LATIN AMERICA: RISK ANALYTICS MARKET, BY RISK TYPE, 2016–2021 (USD MILLION) 182 TABLE 238 REST OF LATIN AMERICA: RISK ANALYTICS MARKET, BY RISK TYPE, 2022–2027 (USD MILLION) 182 12 COMPETITIVE LANDSCAPE 183 12.1 OVERVIEW 183 12.2 STRATEGIES OF KEY PLAYERS 183 TABLE 239 OVERVIEW OF STRATEGIES DEPLOYED BY KEY PLAYERS IN RISK ANALYTICS MARKET 183 12.3 REVENUE ANALYSIS 184 FIGURE 39 REVENUE ANALYSIS OF KEY COMPANIES IN PAST FIVE YEARS 184 12.4 MARKET SHARE ANALYSIS 185 FIGURE 40 RISK ANALYTICS MARKET SHARE ANALYSIS 185 TABLE 240 RISK ANALYTICS MARKET: DEGREE OF COMPETITION 185 12.5 COMPANY EVALUATION QUADRANT 187 12.5.1 STARS 187 12.5.2 EMERGING LEADERS 187 12.5.3 PERVASIVE PLAYERS 187 12.5.4 PARTICIPANTS 187 FIGURE 41 KEY RISK ANALYTICS MARKET PLAYERS, COMPANY EVALUATION MATRIX, 2020 188 12.6 STARTUP/SME EVALUATION QUADRANT 188 12.6.1 PROGRESSIVE COMPANIES 189 12.6.2 RESPONSIVE COMPANIES 189 12.6.3 DYNAMIC COMPANIES 189 12.6.4 STARTING BLOCKS 189 FIGURE 42 STARTUP/SME RISK ANALYTICS MARKET EVALUATION MATRIX, 2020 190 12.7 COMPETITIVE BENCHMARKING 190 TABLE 241 RISK ANALYTICS MARKET: DETAILED LIST OF KEY STARTUPS/SMES 190 TABLE 242 RISK ANALYTICS MARKET: COMPETITIVE BENCHMARKING OF KEY PLAYERS (STARTUPS/SMES) 191 12.8 COMPETITIVE SCENARIO 192 12.8.1 PRODUCT LAUNCHES 192 TABLE 243 PRODUCT LAUNCHES, 2018–2021 192 12.8.2 DEALS 194 TABLE 244 DEALS, 2018–2022 194 12.8.3 OTHERS 197 TABLE 245 OTHERS, 2019–2021 197
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