Predictive Analytics Market

TABLE OF CONTENTS

1 INTRODUCTION (Page No. - 41)
    1.1 INTRODUCTION TO COVID-19
    1.2 COVID-19 HEALTH ASSESSMENT
           FIGURE 1 COVID-19: GLOBAL PROPAGATION
           FIGURE 2 COVID-19 PROPAGATION: SELECT COUNTRIES
    1.3 COVID-19 ECONOMIC ASSESSMENT
           FIGURE 3 REVISED GROSS DOMESTIC PRODUCT FORECASTS FOR SELECT G20 COUNTRIES IN 2020
           1.3.1 COVID-19 ECONOMIC IMPACT—SCENARIO ASSESSMENT
                    FIGURE 4 CRITERIA IMPACTING GLOBAL ECONOMY
                    FIGURE 5 SCENARIOS IN TERMS OF RECOVERY OF GLOBAL ECONOMY
    1.4 OBJECTIVES OF THE STUDY
    1.5 MARKET DEFINITION
           1.5.1 INCLUSIONS AND EXCLUSIONS
    1.6 MARKET SCOPE
           1.6.1 MARKET SEGMENTATION
           1.6.2 REGIONS COVERED
           1.6.3 YEARS CONSIDERED FOR THE STUDY
    1.7 CURRENCY CONSIDERED
           TABLE 1 UNITED STATES DOLLAR EXCHANGE RATE, 2018–2020
    1.8 STAKEHOLDERS
    1.9 SUMMARY OF CHANGES

2 RESEARCH METHODOLOGY (Page No. - 51)
    2.1 RESEARCH DATA
           FIGURE 6 PREDICTIVE 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 7 DATA TRIANGULATION
    2.3 MARKET SIZE ESTIMATION
           FIGURE 8 PREDICTIVE ANALYTICS MARKET: TOP-DOWN AND BOTTOM-UP APPROACHES
           2.3.1 TOP-DOWN APPROACH
           2.3.2 BOTTOM-UP APPROACH
                    FIGURE 9 MARKET SIZE ESTIMATION METHODOLOGY - APPROACH 1 (SUPPLY SIDE): REVENUE OF SOLUTIONS/SERVICES OF MARKET
                    FIGURE 10 MARKET SIZE ESTIMATION METHODOLOGY -APPROACH 2 - BOTTOM-UP  (SUPPLY SIDE): COLLECTIVE REVENUE OF ALL SOLUTIONS/SERVICES OF THE MARKET
                    FIGURE 11 MARKET SIZE ESTIMATION METHODOLOGY-APPROACH 3, BOTTOM-UP (SUPPLY SIDE): COLLECTIVE REVENUE FROM ALL SOFTWARE/SERVICES OF THE MARKET
                    FIGURE 12 MARKET SIZE ESTIMATION METHODOLOGY-APPROACH 4, BOTTOM-UP (DEMAND SIDE): SHARE OF PREDICTIVE ANALYTICS THROUGH OVERALL PREDICTIVE ANALYTICS SPENDING
    2.4 MARKET FORECAST
           TABLE 3 FACTOR ANALYSIS
           TABLE 4 IMPACT OF COVID-19
    2.5 COMPANY EVALUATION MATRIX
           FIGURE 13 COMPANY EVALUATION MATRIX: CRITERIA WEIGHTAGE
    2.6 START-UP/SME EVALUATION MATRIX METHODOLOGY
           FIGURE 14 START-UP/SME EVALUATION MATRIX: CRITERIA WEIGHTAGE
    2.7 ASSUMPTIONS FOR THE STUDY
    2.8 LIMITATIONS OF THE STUDY

3 EXECUTIVE SUMMARY (Page No. - 65)
    TABLE 5 PREDICTIVE ANALYTICS MARKET SIZE AND GROWTH RATE, 2015–2020 (USD MILLION, Y-O-Y%)
    TABLE 6 MARKET SIZE AND GROWTH RATE, 2021–2026 (USD MILLION, Y-O-Y%)
    FIGURE 15 SOLUTIONS SEGMENT, BY COMPONENT, EXPECTED TO ACHIEVE A LARGER MARKET SIZE IN 2021
    FIGURE 16 PROFESSIONAL SERVICES SEGMENT TO ACCOUNT FOR A LARGER MARKET SHARE IN 2021
    FIGURE 17 FINANCIAL ANALYTICS SOLUTIONS TO DOMINATE THE MARKET IN 2021
    FIGURE 18 ON-PREMISE DEPLOYMENT TO LEAD THE MARKET IN 2021
    FIGURE 19 LARGE ENTERPRISES SEGMENT EXPECTED TO ACCOUNT FOR A LARGER MARKET SHARE IN 2021
    FIGURE 20 BFSI VERTICAL TO ACCOUNT FOR THE LARGEST MARKET SHARE IN 2021
    FIGURE 21 NORTH AMERICA TO ACCOUNT FOR THE LARGEST MARKET SHARE IN 2021

4 PREMIUM INSIGHTS (Page No. - 72)
    4.1 ATTRACTIVE OPPORTUNITIES IN THE PREDICTIVE ANALYTICS MARKET
          FIGURE 22 INCREASING ADOPTION OF AI AND ML TECHNOLOGIES TO BOOST THE MARKET GROWTH
    4.2 MARKET, BY VERTICAL
          FIGURE 23 BFSI SEGMENT EXPECTED TO LEAD THE MARKET BY 2026
    4.3 MARKET, BY REGION
          FIGURE 24 NORTH AMERICA ACCOUNTED FOR THE LARGEST MARKET SHARE IN 2020
    4.4 MARKET, BY SOLUTIONS AND VERTICAL
          FIGURE 25 CUSTOMER ANALYTICS AND TELECOM AND IT TO ACCOUNT FOR THE LARGEST RESPECTIVE MARKET SHARES IN 2021

5 MARKET OVERVIEW AND INDUSTRY TRENDS (Page No. - 74)
    5.1 INTRODUCTION
    5.2 MARKET DYNAMICS
          FIGURE 26 DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES:  PREDICTIVE ANALYTICS MARKET
           5.2.1 DRIVERS
                    5.2.1.1 Rising adoption of big data and other related technologies
                    5.2.1.2 Advent of machine learning and artificial intelligence
                    5.2.1.3 Cost benefits of cloud-based predictive analytics solutions
           5.2.2 RESTRAINTS
                    5.2.2.1 Changing regional data regulations leading to a time-consuming restructuring of predictive models
                    5.2.2.2 Data security concerns
           5.2.3 OPPORTUNITIES
                    5.2.3.1 Rising internet proliferation and growing usage of connected and integrated technologies
                    5.2.3.2 Increasing demand for real-time analytical solutions to track and monitor COVID-19 spread
                    5.2.3.3 Growing role of predictive analytics in achieving manufacturing excellence
           5.2.4 CHALLENGES
                    5.2.4.1 Integration of data from data silos
                    5.2.4.2 Ownership and privacy of collected data
    5.3 PREDICTIVE ANALYTICS MARKET: COVID-19 IMPACT
    5.4 PREDICTIVE ANALYTICS: EVOLUTION
          FIGURE 27 EVOLUTION OF PREDICTIVE ANALYTICS
    5.5 PREDICTIVE ANALYTICS: ECOSYSTEM
          FIGURE 28 PREDICTIVE ANALYTICS: ECOSYSTEM
    5.6 CASE STUDY ANALYSIS
          TABLE 7 USE CASES: PROMINENT INDUSTRY-WISE INSTANCES
           5.6.1 BANKING, FINANCIAL SERVICES, AND INSURANCE
                    5.6.1.1 Case study 1: Streamlining the mortgage appraisal process
           5.6.2 TELECOMMUNICATION AND IT
                    5.6.2.1 Case study 1: Customer segmentation
           5.6.3 RETAIL AND ECOMMERCE
                    5.6.3.1 Case study 1: Using weather data to predict sales
           5.6.4 HEALTHCARE AND LIFE SCIENCES
                    5.6.4.1 Case study 1: Improve healthcare operations through data analysis
           5.6.5 MANUFACTURING
                    5.6.5.1 Case study 1: Improving customer support in electronic manufacturing
                    5.6.5.2 Case study 2: Improvements in products, services, and customer satisfaction through advanced analytics and AI
           5.6.6 ENERGY AND UTILITIES
                    5.6.6.1 Case study 1: Increase debt collection
           5.6.7 TRANSPORTATION AND LOGISTICS
                    5.6.7.1 Case study 1: Visualize and predict the status of the fleet
           5.6.8 MEDIA AND ENTERTAINMENT
                    5.6.8.1 Case study 1: Scaling a small data team using machine learning
           5.6.9 GOVERNMENT AND DEFENCE
                    5.6.9.1 Case study 1: HAN University to equip students thrive in a digital future
           5.6.10 TRAVEL AND HOSPITALITY
                    5.6.10.1 Case study 1: Optimizing customer experience with Teradata Vantage
    5.7 PATENT ANALYSIS
           5.7.1 METHODOLOGY
           5.7.2 DOCUMENT TYPE
                    TABLE 8 PATENTS FILED, 2018–2021
           5.7.3 INNOVATION AND PATENT APPLICATIONS
                    FIGURE 29 TOTAL NUMBER OF PATENTS GRANTED IN A YEAR, 2018–2021
                    5.7.3.1 Top applicants
                                FIGURE 30 TOP TEN COMPANIES WITH THE HIGHEST NUMBER OF PATENT APPLICATIONS, 2018–2021
                                TABLE 9 TOP TEN PATENT OWNERS (US) IN THE PREDICTIVE ANALYTICS MARKET, 2018–2021
    5.8 SUPPLY/VALUE CHAIN ANALYSIS
          FIGURE 31 SUPPLY/VALUE CHAIN ANALYSIS
          TABLE 10 MARKET: VALUE/SUPPLY CHAIN
    5.9 PRICING MODEL ANALYSIS
    5.10 PORTER’S FIVE FORCES ANALYSIS
           FIGURE 32 MARKET: PORTER’S FIVE FORCES ANALYSIS
           TABLE 11 MARKET: PORTER’S FIVE FORCES ANALYSIS
           5.10.1 THREAT OF NEW ENTRANTS
           5.10.2 THREAT OF SUBSTITUTES
           5.10.3 BARGAINING POWER OF SUPPLIERS
           5.10.4 BARGAINING POWER OF BUYERS
           5.10.5 INTENSITY OF COMPETITIVE RIVALRY
    5.11 TRENDS/DISRUPTIONS IMPACTING BUYERS/CLIENTS IN THE PREDICTIVE ANALYTICS MARKET
            FIGURE 33 MARKET: TRENDS/DISRUPTIONS IMPACTING BUYERS/CLIENTS
    5.12 TECHNOLOGY ANALYSIS
           5.12.1 AI AND PREDICTIVE ANALYTICS
           5.12.2 BLOCKCHAIN AND PREDICTIVE ANALYTICS
           5.12.3 ML AND PREDICTIVE ANALYTICS
           5.12.4 IOT AND PREDICTIVE ANALYTICS
           5.12.5 5G AND PREDICTIVE ANALYTICS
    5.13 REGULATORY IMPLICATIONS
           5.13.1 INTRODUCTION
           5.13.2 SARBANES-OXLEY ACT OF 2002
           5.13.3 GENERAL DATA PROTECTION REGULATION
           5.13.4 BASEL
    5.14 PREDICTIVE ANALYTICS MODELS
           5.14.1 CLASSIFICATION MODEL
           5.14.2 CLUSTERING MODEL
           5.14.3 FORECAST MODEL
           5.14.4 TIME SERIES MODEL
           5.14.5 OUTLIERS MODEL

6 PREDICTIVE ANALYTICS MARKET, BY COMPONENT (Page No. - 101)
    6.1 INTRODUCTION
           6.1.1 COMPONENTS: COVID-19 IMPACT
                    FIGURE 34 SERVICES SEGMENT EXPECTED TO REGISTER A HIGHER CAGR DURING THE FORECAST PERIOD
                    TABLE 12 MARKET SIZE, BY COMPONENT, 2015–2020 (USD MILLION)
                    TABLE 13 MARKET SIZE, BY COMPONENT, 2021–2026 (USD MILLION)
    6.2 SOLUTIONS
          FIGURE 35 SALES ANALYTICS SEGMENT EXPECTED TO REGISTER THE HIGHEST CAGR DURING THE FORECAST PERIOD
          TABLE 14 MARKET SIZE, BY SOLUTION, 2015–2020 (USD MILLION)
          TABLE 15 PREDICTIVE ANALYTICS MARKET SIZE, BY SOLUTION, 2021–2026 (USD MILLION)
           6.2.1 FINANCIAL ANALYTICS
                    TABLE 16 FINANCIAL ANALYTICS MARKET SIZE, BY REGION, 2015–2020 (USD MILLION)
                    TABLE 17 FINANCIAL ANALYTICS MARKET SIZE, BY REGION, 2021–2026 (USD MILLION)
                    TABLE 18 FINANCIAL ANALYTICS MARKET SIZE, BY APPLICATION, 2015–2020 (USD MILLION)
                    TABLE 19 FINANCIAL ANALYTICS MARKET SIZE, BY APPLICATION, 2021–2026 (USD MILLION)
                    6.2.1.1 Fraud detection
                    6.2.1.2 Profitability management
                    6.2.1.3 Governance, risk, and compliance management
                    6.2.1.4 Other financial analytics applications
           6.2.2 RISK ANALYTICS
                    TABLE 20 RISK ANALYTICS MARKET SIZE, BY REGION, 2015–2020 (USD MILLION)
                    TABLE 21 RISK ANALYTICS MARKET SIZE, BY REGION, 2021–2026 (USD MILLION)
                    TABLE 22 RISK ANALYTICS MARKET SIZE, BY APPLICATION, 2015–2020 (USD MILLION)
                    TABLE 23 RISK ANALYTICS MARKET SIZE, BY APPLICATION, 2021–2026 (USD MILLION)
                    6.2.2.1 Cyber risk management
                    6.2.2.2 Operational risk management
                    6.2.2.3 Credit and market risk management
                    6.2.2.4 Other risk analytics applications
           6.2.3 MARKETING ANALYTICS
                    TABLE 24 MARKETING ANALYTICS MARKET SIZE, BY REGION, 2015–2020 (USD MILLION)
                    TABLE 25 MARKETING ANALYTICS MARKET SIZE, BY REGION, 2021–2026 (USD MILLION)
                    TABLE 26 MARKETING ANALYTICS MARKET SIZE, BY APPLICATION, 2015–2020 (USD MILLION)
                    TABLE 27 MARKETING ANALYTICS MARKET SIZE, BY APPLICATION,  2021–2026 (USD MILLION)
                    6.2.3.1 Predictive modeling
                    6.2.3.2 Yield management
                    6.2.3.3 Product and service development strategies
                    6.2.3.4 Other marketing analytics applications
           6.2.4 SALES ANALYTICS
                    TABLE 28 SALES ANALYTICS MARKET SIZE, BY REGION, 2015–2020 (USD MILLION)
                    TABLE 29 SALES ANALYTICS MARKET SIZE, BY REGION, 2021–2026 (USD MILLION)
                    TABLE 30 SALES ANALYTICS MARKET SIZE, BY APPLICATION, 2015–2020 (USD MILLION)
                    TABLE 31 SALES ANALYTICS MARKET SIZE, BY APPLICATION, 2021–2026 (USD MILLION)
                    6.2.4.1 Sales life cycle management
                    6.2.4.2 Sales rep efficiency management
                    6.2.4.3 Other sales analytics applications
           6.2.5 CUSTOMER ANALYTICS
                    TABLE 32 CUSTOMER ANALYTICS MARKET SIZE, BY REGION, 2015–2020 (USD MILLION)
                    TABLE 33 CUSTOMER ANALYTICS MARKET SIZE, BY REGION, 2021–2026 (USD MILLION)
                    TABLE 34 CUSTOMER ANALYTICS MARKET SIZE, BY APPLICATION, 2015–2020 (USD MILLION)
                    TABLE 35 CUSTOMER ANALYTICS MARKET SIZE, BY APPLICATION, 2021–2026 (USD MILLION)
                    6.2.5.1 Customer segmentation and clustering
                    6.2.5.2 Customer behavior analysis
                    6.2.5.3 Monitoring customer loyalty and satisfaction
                    6.2.5.4 Other customer analytics applications
           6.2.6 WEB AND SOCIAL MEDIA ANALYTICS
                    TABLE 36 WEB AND SOCIAL MEDIA ANALYTICS MARKET SIZE, BY REGION, 2015–2020 (USD MILLION)
                    TABLE 37 WEB AND SOCIAL MEDIA ANALYTICS MARKET SIZE, BY REGION, 2021–2026 (USD MILLION)
                    TABLE 38 WEB AND SOCIAL MEDIA ANALYTICS MARKET SIZE, BY APPLICATION,  2015–2020 (USD MILLION)
                    TABLE 39 WEB AND SOCIAL MEDIA ANALYTICS MARKET SIZE, BY APPLICATION,  2021–2026 (USD MILLION)
                    6.2.6.1 Social media management
                    6.2.6.2 Search engine optimization
                    6.2.6.3 Performance monitoring
                    6.2.6.4 Competitor benchmarking
           6.2.7 SUPPLY CHAIN ANALYTICS
                    TABLE 40 SUPPLY CHAIN ANALYTICS MARKET SIZE, BY REGION, 2015–2020 (USD MILLION)
                    TABLE 41 SUPPLY CHAIN ANALYTICS MARKET SIZE, BY REGION, 2021–2026 (USD MILLION)
                    TABLE 42 SUPPLY CHAIN ANALYTICS MARKET SIZE, BY APPLICATION, 2015–2020 (USD MILLION)
                    TABLE 43 SUPPLY CHAIN ANALYTICS MARKET SIZE, BY APPLICATION, 2021–2026 (USD MILLION)
                    6.2.7.1 Distribution and logistics optimization
                    6.2.7.2 Inventory management
                    6.2.7.3 Manufacturing analysis
                    6.2.7.4 Other supply chain analytics applications
           6.2.8 NETWORK ANALYTICS
                    TABLE 44 NETWORK ANALYTICS MARKET SIZE, BY REGION, 2015–2020 (USD MILLION)
                    TABLE 45 NETWORK ANALYTICS MARKET SIZE, BY REGION, 2021–2026 (USD MILLION)
                    TABLE 46 NETWORK ANALYTICS MARKET SIZE, BY APPLICATION, 2015–2020 (USD MILLION)
                    TABLE 47 NETWORK ANALYTICS MARKET SIZE, BY APPLICATION, 2021–2026 (USD MILLION)
                    6.2.8.1 Intelligent network optimization
                    6.2.8.2 Traffic management
                    6.2.8.3 Other Network Analytics Applications
           6.2.9 OTHER PREDICTIVE ANALYTICS SOLUTIONS
                    TABLE 48 OTHER SOLUTIONS: PREDICTIVE ANALYTICS MARKET SIZE, BY REGION,  2015–2020 (USD MILLION)
                    TABLE 49 OTHER SOLUTIONS: MARKET SIZE, BY REGION,  2021–2026 (USD MILLION)
    6.3 SERVICES
          FIGURE 36 MANAGED SERVICES SEGMENT EXPECTED TO GROW AT A HIGHER CAGR DURING THE FORECAST PERIOD
          TABLE 50 MARKET SIZE, BY SERVICE, 2015–2020 (USD MILLION)
          TABLE 51 MARKET SIZE, BY SERVICE, 2021–2026 (USD MILLION)
           6.3.1 MANAGED SERVICES
                    TABLE 52 MANAGED SERVICES: MARKET SIZE, BY REGION,  2015–2020 (USD MILLION)
                    TABLE 53 MANAGED SERVICES: MARKET SIZE, BY REGION,  2021–2026 (USD MILLION)
           6.3.2 PROFESSIONAL SERVICES
                    FIGURE 37 DEPLOYMENT AND INTEGRATION SEGMENT EXPECTED TO GROW AT THE HIGHEST CAGR DURING THE FORECAST PERIOD
                    TABLE 54 PROFESSIONAL SERVICES: PREDICTIVE ANALYTICS MARKET SIZE, BY REGION,  2015–2020 (USD MILLION)
                    TABLE 55 PROFESSIONAL SERVICES: MARKET SIZE, BY REGION,  2021–2026 (USD MILLION)
                    TABLE 56 PROFESSIONAL SERVICE: MARKET SIZE, BY TYPE,  2015–2020 (USD MILLION)
                    TABLE 57 PROFESSIONAL SERVICES: MARKET SIZE, BY TYPE,  2021–2026 (USD MILLION)
                    6.3.2.1 Support and Maintenance
                                TABLE 58 SUPPORT AND MAINTENANCE MARKET SIZE, BY REGION, 2015–2020 (USD MILLION)
                                TABLE 59 SUPPORT AND MAINTENANCE MARKET SIZE, BY REGION, 2021–2026 (USD MILLION)
                    6.3.2.2 Consulting
                                TABLE 60 CONSULTING MARKET SIZE, BY REGION, 2015–2020 (USD MILLION)
                                TABLE 61 CONSULTING MARKET SIZE, BY REGION, 2021–2026 (USD MILLION)
                    6.3.2.3 Deployment and integration
                                TABLE 62 DEPLOYMENT AND INTEGRATION: MARKET SIZE, BY REGION, 2015–2020 (USD MILLION)
                                TABLE 63 DEPLOYMENT AND INTEGRATION: MARKET SIZE, BY REGION,  2021–2026 (USD MILLION)

7 PREDICTIVE ANALYTICS MARKET, BY DEPLOYMENT MODE (Page No. - 133)
    7.1 INTRODUCTION
           7.1.1 DEPLOYMENT MODES: COVID-19 IMPACT
                    FIGURE 38 CLOUD SEGMENT TO ACCOUNT FOR A LARGER MARKET SIZE DURING THE FORECAST PERIOD
                    TABLE 64 MARKET SIZE, BY DEPLOYMENT MODE, 2015–2020 (USD MILLION)
                    TABLE 65 MARKET SIZE, BY DEPLOYMENT MODE, 2021–2026 (USD MILLION)
    7.2 CLOUD
           7.2.1 REDUCED OPERATIONAL COST AND HIGHER SCALABILITY TO ENABLE GROWTH IN CLOUD-BASED DEPLOYMENTS
                    TABLE 66 CLOUD: MARKET SIZE, BY REGION,  2015–2020 (USD MILLION)
                    TABLE 67 CLOUD: MARKET SIZE, BY REGION, 2021–2026 (USD MILLION)
    7.3 ON-PREMISES
           7.3.1 WITH THE GROWING THREAT OF DATA THEFTS, SOME ORGANIZATIONS PREFER PREDICTIVE ANALYTICS SOLUTIONS TO REMAIN ON-PREMISES
                    TABLE 68 ON-PREMISES: MARKET SIZE, BY REGION, 2015–2020 (USD MILLION)
                    TABLE 69 ON-PREMISES: MARKET SIZE, BY REGION,  2021–2026 (USD MILLION)

8 PREDICTIVE ANALYTICS MARKET, BY ORGANIZATION SIZE (Page No. - 138)
    8.1 INTRODUCTION
           8.1.1 ORGANIZATION SIZE: COVID-19 IMPACT
                    FIGURE 39 SMALL AND MEDIUM-SIZED ENTERPRISES SEGMENT TO GROW AT A HIGHER CAGR DURING THE FORECAST PERIOD
                    TABLE 70 MARKET SIZE, BY ORGANIZATION SIZE, 2015–2020 (USD MILLION)
                    TABLE 71 MARKET SIZE, BY ORGANIZATION SIZE,   2021–2026 (USD MILLION)
    8.2 LARGE ENTERPRISES
           8.2.1 EVER-INCREASING ADOPTION OF THE CLOUD AND LATEST TECHNOLOGIES TO DRIVE PREDICTIVE ANALYTICS ACROSS LARGE ENTERPRISES
                    TABLE 72 LARGE ENTERPRISES: MARKET SIZE, BY REGION,  2015–2020 (USD MILLION)
                    TABLE 73 LARGE ENTERPRISES: MARKET SIZE, BY REGION,  2021–2026 (USD MILLION)
    8.3 SMALL AND MEDIUM-SIZED ENTERPRISES
           8.3.1 ROBUST CLOUD-BASED DEPLOYMENTS TO LEAD SMALL AND MEDIUM-SIZED ENTERPRISES, RECORDING A HIGHER GROWTH RATE
                    TABLE 74 SMALL AND MEDIUM-SIZED ENTERPRISES: MARKET SIZE,  BY REGION, 2015–2020 (USD MILLION)
                    TABLE 75 SMALL AND MEDIUM-SIZED ENTERPRISES: MARKET SIZE, BY REGION, 2021–2026 (USD MILLION)

9 PREDICTIVE ANALYTICS MARKET, BY VERTICAL (Page No. - 143)
    9.1 INTRODUCTION
           9.1.1 VERTICALS: COVID-19 IMPACT
                    FIGURE 40 HEALTHCARE AND LIFE SCIENCES VERTICAL TO REGISTER THE HIGHEST CAGR DURING THE FORECAST PERIOD
                    TABLE 76 MARKET SIZE, BY VERTICAL, 2015–2020 (USD MILLION)
                    TABLE 77 MARKET SIZE, BY VERTICAL, 2021–2026 (USD MILLION)
    9.2 BANKING, FINANCIAL SERVICES, AND INSURANCE
           9.2.1 PREDICTIVE ANALYTICS SOLUTIONS IMPROVE BUSINESS PERFORMANCE, REDUCE COST, AND CHURNING
                    TABLE 78 BANKING, FINANCIAL SERVICES, AND INSURANCE: MARKET SIZE, BY REGION, 2015–2020 (USD MILLION)
                    TABLE 79 BANKING, FINANCIAL SERVICES, AND INSURANCE: MARKET SIZE, BY REGION, 2021–2026 (USD MILLION)
    9.3 RETAIL AND ECOMMERCE
           9.3.1 ADOPTION OF PREDICTIVE ANALYTICS SOLUTIONS BOOSTS BUSINESS DECISION PERFORMANCE AND PROFIT MARGINS
                    TABLE 80 RETAIL AND ECOMMERCE: PREDICTIVE ANALYTICS MARKET SIZE, BY REGION,  2015–2020 (USD MILLION)
                    TABLE 81 RETAIL AND ECOMMERCE: MARKET SIZE, BY REGION,  2021–2026 (USD MILLION)
    9.4 TELECOM AND IT
           9.4.1 USAGE OF SMARTPHONES, COMPLEXITY IN THE TELECOM INDUSTRY, AND GROWTH IN SERVICE PROVIDERS RAPIDLY DRIVE THE MARKET
                    TABLE 82 TELECOM AND IT: MARKET SIZE, BY REGION, 2015–2020 (USD MILLION)
                    TABLE 83 TELECOM AND IT: MARKET SIZE, BY REGION, 2021–2026 (USD MILLION)
    9.5 TRANSPORTATION AND LOGISTICS
           9.5.1 BUSINESS TRANSFORMATION AND REDUCED COSTS DRIVE GROWTH OF PREDICTIVE ANALYTICS
                    TABLE 84 TRANSPORTATION AND LOGISTICS: MARKET SIZE, BY REGION, 2015–2020 (USD MILLION)
                    TABLE 85 TRANSPORTATION AND LOGISTICS: MARKET SIZE, BY REGION,  2021–2026 (USD MILLION)
    9.6 MEDIA AND ENTERTAINMENT
           9.6.1 RISING CONTENT CONSUMPTION AND DIGITAL ENTERTAINMENT ADOPTION TO GENERATE DEMAND FOR PREDICTIVE ANALYTICS
                    TABLE 86 MEDIA AND ENTERTAINMENT: PREDICTIVE ANALYTICS MARKET SIZE, BY REGION,  2015–2020 (USD MILLION)
                    TABLE 87 MEDIA AND ENTERTAINMENT: MARKET SIZE, BY REGION,  2021–2026 (USD MILLION)
    9.7 MANUFACTURING
           9.7.1 ADOPTION OF PREDICTIVE ANALYTICS BOOSTS PERFORMANCE AND IMPROVES DECISION-MAKING
                    TABLE 88 MANUFACTURING: MARKET SIZE, BY REGION,  2015–2020 (USD MILLION)
                    TABLE 89 MANUFACTURING: MARKET SIZE, BY REGION,  2021–2026 (USD MILLION)
    9.8 HEALTHCARE AND LIFE SCIENCES
           9.8.1 REAL-TIME DECISION-MAKING TO PROVIDE NEW INNOVATIVE SOLUTIONS AND DELIVER PROPER INSIGHTS FOR PATIENTS
                    TABLE 90 HEALTHCARE AND LIFE SCIENCES: MARKET SIZE, BY REGION, 2015–2020 (USD MILLION)
                    TABLE 91 HEALTHCARE AND LIFE SCIENCES: MARKET SIZE, BY REGION, 2021–2026 (USD MILLION)
    9.9 TRAVEL AND HOSPITALITY
           9.9.1 NEED TO DETERMINE NEW PROSPECTS AND OFFER STANDARD SERVICES FOR BETTER CUSTOMER ENGAGEMENT TO DRIVE PREDICTIVE ANALYTICS SOLUTIONS
                    TABLE 92 TRAVEL AND HOSPITALITY: PREDICTIVE ANALYTICS MARKET SIZE, BY REGION, 2015–2020 (USD MILLION)
                    TABLE 93 TRAVEL AND HOSPITALITY: MARKET SIZE, BY REGION,  2021–2026 (USD MILLION)
    9.10 ENERGY AND UTILITIES
           9.10.1 DEMAND FOR INTELLIGENT PRODUCTION, DISTRIBUTION, AND CONSUMPTION OF ENERGY AND UTILITIES DRIVE PREDICTIVE ANALYTICS SOLUTIONS
                    TABLE 94 ENERGY AND UTILITIES: MARKET SIZE, BY REGION,  2015–2020 (USD MILLION)
                    TABLE 95 ENERGY AND UTILITIES: MARKET SIZE, BY REGION,  2021–2026 (USD MILLION)
    9.11 GOVERNMENT AND DEFENSE
           9.11.1 DEEP ANALYSIS AND FORECASTING OF TRENDS LEAD TO THE GROWTH OF PREDICTIVE ANALYTICS SOLUTIONS
                    TABLE 96 GOVERNMENT AND DEFENSE: MARKET SIZE, BY REGION,  2015–2020 (USD MILLION)
                    TABLE 97 GOVERNMENT AND DEFENSE: MARKET SIZE, BY REGION,  2021–2026 (USD MILLION)
    9.12 OTHER VERTICALS
            TABLE 98 OTHER VERTICALS: MARKET SIZE, BY REGION,  2015–2020 (USD MILLION)
            TABLE 99 OTHER VERTICALS: MARKET SIZE, BY REGION,  2021–2026 (USD MILLION)

10 PREDICTIVE ANALYTICS MARKET, BY REGION (Page No. - 161)
     10.1 INTRODUCTION
             FIGURE 41 JAPAN AND AUSTRALIA & NEW ZEALAND TO ACCOUNT FOR HIGHEST CAGRS DURING FORECAST PERIOD
             FIGURE 42 ASIA PACIFIC TO ACCOUNT FOR THE HIGHEST CAGR DURING FORECAST PERIOD
             TABLE 100 ALYTICS MARKET SIZE, BY REGION, 2015–2020 (USD MILLION)
             TABLE 101 PREDICTIVE ANALYTICS MARKET SIZE, BY REGION, 2021–2026 (USD MILLION)
     10.2 NORTH AMERICA
             10.2.1 NORTH AMERICA: COVID-19 IMPACT
                        TABLE 102 NORTH AMERICA: PROMINENT PLAYERS
             10.2.2 NORTH AMERICA: REGULATIONS
                        10.2.2.1 Personal Information Protection and Electronic Documents Act (PIPEDA)
                        10.2.2.2 Gramm-Leach-Bliley (GLB) Act
                        10.2.2.3 Health Insurance Portability and Accountability Act (HIPAA) of 1996
                        10.2.2.4 Federal Information Security Management Act (FISMA)
                        10.2.2.5 Federal Information Processing Standards (FIPS)
                        10.2.2.6 California Consumer Privacy Act (CSPA)
                                     FIGURE 43 NORTH AMERICA: MARKET SNAPSHOT
                                     TABLE 103 NORTH AMERICA: PREDICTIVE ANALYTICS MARKET SIZE, BY COMPONENT,  2015–2020 (USD MILLION)
                                     TABLE 104 NORTH AMERICA: MARKET SIZE, BY COMPONENT,  2021–2026 (USD MILLION)
                                     TABLE 105 NORTH AMERICA: MARKET SIZE, BY SOLUTION,  2015–2020 (USD MILLION)
                                     TABLE 106 NORTH AMERICA: MARKET SIZE, BY SOLUTION,  2021–2026 (USD MILLION)
                                     TABLE 107 NORTH AMERICA: MARKET SIZE, BY SERVICE, 2015–2020 (USD MILLION)
                                     TABLE 108 NORTH AMERICA: MARKET SIZE, BY SERVICE, 2021–2026 (USD MILLION)
                                     TABLE 109 NORTH AMERICA: MARKET SIZE, BY PROFESSIONAL SERVICE, 2015–2020 (USD MILLION)
                                     TABLE 110 NORTH AMERICA: MARKET SIZE, BY PROFESSIONAL SERVICE, 2021–2026 (USD MILLION)
                                     TABLE 111 NORTH AMERICA: MARKET SIZE, BY DEPLOYMENT MODE,  2015–2020 (USD MILLION)
                                     TABLE 112 NORTH AMERICA: PREDICTIVE ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE,  2021–2026 (USD MILLION)
                                     TABLE 113 NORTH AMERICA: MARKET SIZE, BY ORGANIZATION SIZE,  2015–2020 (USD MILLION)
                                     TABLE 114 NORTH AMERICA: MARKET SIZE, BY ORGANIZATION SIZE,  2021–2026 (USD MILLION)
                                     TABLE 115 NORTH AMERICA: MARKET SIZE, BY VERTICAL,  2015–2020 (USD MILLION)
                                     TABLE 116 NORTH AMERICA: MARKET SIZE, BY VERTICAL,  2021–2026 (USD MILLION)
                                     TABLE 117 NORTH AMERICA: MARKET SIZE, BY COUNTRY,  2015–2020 (USD MILLION)
                                     TABLE 118 NORTH AMERICA: MARKET SIZE, BY COUNTRY,  2021–2026 (USD MILLION)
             10.2.3 UNITED STATES
                        10.2.3.1 Rapid adoption of digitally innovative solutions and presence of tech giants to drive market growth
             10.2.4 CANADA
                        10.2.4.1 Startup ecosystem and transformation into data-driven organizations to drive the growth of predictive analytics in Canada
     10.3 EUROPE
             10.3.1 EUROPE: COVID-19 IMPACT
                       TABLE 119 EUROPE: PROMINENT PLAYERS
             10.3.2 EUROPE: REGULATIONS
                        10.3.2.1 General Data Protection Regulation (GDPR)
                        10.3.2.2 European Committee for Standardization (CEN)
                        10.3.2.3 EU’s General Court
                                     TABLE 120 EUROPE: PREDICTIVE ANALYTICS MARKET SIZE, BY COMPONENT, 2015–2020 (USD MILLION)
                                     TABLE 121 EUROPE: MARKET SIZE, BY COMPONENT, 2021–2026 (USD MILLION)
                                     TABLE 122 EUROPE: MARKET SIZE, BY SOLUTION, 2015–2020 (USD MILLION)
                                     TABLE 123 EUROPE: MARKET SIZE, BY SOLUTION, 2021–2026 (USD MILLION)
                                     TABLE 124 EUROPE: MARKET SIZE, BY SERVICE, 2015–2020 (USD MILLION)
                                     TABLE 125 EUROPE: MARKET SIZE, BY SERVICE, 2021–2026 (USD MILLION)
                                     TABLE 126 EUROPE: MARKET SIZE, BY PROFESSIONAL SERVICE,  2015–2020 (USD MILLION)
                                     TABLE 127 EUROPE: MARKET SIZE, BY PROFESSIONAL SERVICE,  2021–2026 (USD MILLION)
                                     TABLE 128 EUROPE: MARKET SIZE, BY DEPLOYMENT MODE,  2015–2020 (USD MILLION)
                                     TABLE 129 EUROPE: MARKET SIZE, BY DEPLOYMENT MODE,  2021–2026 (USD MILLION)
                                     TABLE 130 EUROPE: PREDICTIVE ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE,  2015–2020 (USD MILLION)
                                     TABLE 131 EUROPE: MARKET SIZE, BY ORGANIZATION SIZE,  2021–2026 (USD MILLION)
                                     TABLE 132 EUROPE: MARKET SIZE, BY VERTICAL,  2015–2020 (USD MILLION)
                                     TABLE 133 EUROPE: MARKET SIZE, BY VERTICAL, 2021–2026 (USD MILLION)
                                     TABLE 134 EUROPE: MARKET SIZE, BY COUNTRY, 2015–2020 (USD MILLION)
                                     TABLE 135 EUROPE: MARKET SIZE, BY COUNTRY, 2021–2026 (USD MILLION)
             10.3.3 UNITED KINGDOM
                        10.3.3.1 Advanced IT infrastructure, technologies, and continued transition toward online services to drive growth in the UK
             10.3.4 GERMANY
                        10.3.4.1 Government initiatives for technological developments in manufacturing to drive the growth of these solutions in Germany
             10.3.5 FRANCE
                        10.3.5.1 Heavy R&D investments; digitalization; and strong hold of retail, aerospace and defense, and manufacturing verticals to drive the growth in France
             10.3.6 REST OF EUROPE
     10.4 ASIA PACIFIC
             10.4.1 ASIA PACIFIC: COVID-19 IMPACT
                       TABLE 136 ASIA PACIFIC: PROMINENT PLAYERS
             10.4.2 ASIA PACIFIC: REGULATIONS
                        10.4.2.1 Personal Data Protection Act (PDPA)
                        10.4.2.2 International Organization for Standardization (ISO) 27001
                                     FIGURE 44 ASIA PACIFIC: MARKET SNAPSHOT
                                     TABLE 137 ASIA PACIFIC: PREDICTIVE ANALYTICS MARKET SIZE, BY COMPONENT,  2015–2020 (USD MILLION)
                                     TABLE 138 ASIA PACIFIC: MARKET SIZE, BY COMPONENT,  2021–2026 (USD MILLION)
                                     TABLE 139 ASIA PACIFIC: MARKET SIZE, BY SOLUTION, 2015–2020 (USD MILLION)
                                     TABLE 140 ASIA PACIFIC: MARKET SIZE, BY SOLUTION,  2021–2026 (USD MILLION)
                                     TABLE 141 ASIA PACIFIC: MARKET SIZE, BY SERVICE,  2015–2020 (USD MILLION)
                                     TABLE 142 ASIA PACIFIC: MARKET SIZE, BY SERVICE, 2021–2026 (USD MILLION)
                                     TABLE 143 ASIA PACIFIC: MARKET SIZE, BY PROFESSIONAL SERVICE,  2015–2020 (USD MILLION)
                                     TABLE 144 ASIA PACIFIC: MARKET SIZE, BY PROFESSIONAL SERVICE,  2021–2026 (USD MILLION)
                                     TABLE 145 ASIA PACIFIC: MARKET SIZE, BY DEPLOYMENT MODE,  2015–2020 (USD MILLION)
                                     TABLE 146 ASIA PACIFIC: MARKET SIZE, BY DEPLOYMENT MODE,  2021–2026 (USD MILLION)
                                     TABLE 147 ASIA PACIFIC: PREDICTIVE ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE,  2015–2020 (USD MILLION)
                                     TABLE 148 ASIA PACIFIC: MARKET SIZE, BY ORGANIZATION SIZE,  2021–2026 (USD MILLION)
                                     TABLE 149 ASIA PACIFIC: MARKET SIZE, BY VERTICAL, 2015–2020 (USD MILLION)
                                     TABLE 150 ASIA PACIFIC: MARKET SIZE, BY VERTICAL, 2021–2026 (USD MILLION)
                                     TABLE 151 ASIA PACIFIC: MARKET SIZE, BY COUNTRY/REGION,  2015–2020 (USD MILLION)
                                     TABLE 152 ASIA PACIFIC: MARKET SIZE, BY COUNTRY/REGION,  2021–2026 (USD MILLION)
             10.4.3 CHINA
                        10.4.3.1 The use of predictive analytics services for driving policy support and technological investments to fuel its adoption in China
             10.4.4 JAPAN
                        10.4.4.1 Rise of innovative technologies and collaboration between governments and businesses for digital transformation in Japan
             10.4.5 INDIA
                        10.4.5.1 Local entrepreneurs with a shift in technologies to provide support to Indian companies in the predictive analytics market
             10.4.6 AUSTRALIA & NEW ZEALAND
                        10.4.6.1 Adoption of advanced technologies and increase in young startups to increase the demand for predictive analytics
             10.4.7 REST OF ASIA PACIFIC
     10.5 MIDDLE EAST AND AFRICA
             10.5.1 MIDDLE EAST AND AFRICA: COVID-19 IMPACT
                       TABLE 153 MIDDLE EAST AND AFRICA: PROMINENT PLAYERS
             10.5.2 MIDDLE EAST AND AFRICA: REGULATIONS
                        10.5.2.1 Israeli Privacy Protection Regulations (Data Security),  5777-2017
                        10.5.2.2 GDPR Applicability in KSA
                        10.5.2.3 Protection of Personal Information Act (POPIA)
                                     TABLE 154 MIDDLE EAST AND AFRICA: PREDICTIVE ANALYTICS MARKET SIZE, BY COMPONENT, 2015–2020 (USD MILLION)
                                     TABLE 155 MIDDLE EAST AND AFRICA: MARKET SIZE, BY COMPONENT, 2021–2026 (USD MILLION)
                                     TABLE 156 MIDDLE EAST AND AFRICA: MARKET SIZE, BY SOLUTION,  2015–2020 (USD MILLION)
                                     TABLE 157 MIDDLE EAST AND AFRICA: MARKET SIZE, BY SOLUTION,  2021–2026 (USD MILLION)
                                     TABLE 158 MIDDLE EAST AND AFRICA: MARKET SIZE, BY SERVICE,  2015–2020 (USD MILLION)
                                     TABLE 159 MIDDLE EAST AND AFRICA: MARKET SIZE, BY SERVICE,  2021–2026 (USD MILLION)
                                     TABLE 160 MIDDLE EAST AND AFRICA: MARKET SIZE, BY PROFESSIONAL SERVICE, 2015–2020 (USD MILLION)
                                     TABLE 161 MIDDLE EAST AND AFRICA: MARKET SIZE, BY PROFESSIONAL SERVICE, 2021–2026 (USD MILLION)
                                     TABLE 162 MIDDLE EAST AND AFRICA: MARKET SIZE, BY DEPLOYMENT MODE, 2015–2020 (USD MILLION)
                                     TABLE 163 MIDDLE EAST AND AFRICA: PREDICTIVE ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2021–2026 (USD MILLION)
                                     TABLE 164 MIDDLE EAST AND AFRICA: MARKET SIZE, BY ORGANIZATION SIZE, 2015–2020 (USD MILLION)
                                     TABLE 165 MIDDLE EAST AND AFRICA: MARKET SIZE, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION)
                                     TABLE 166 MIDDLE EAST AND AFRICA: MARKET SIZE, BY VERTICAL,  2015–2020 (USD MILLION)
                                     TABLE 167 MIDDLE EAST AND AFRICA: MARKET SIZE, BY VERTICAL,  2021–2026 (USD MILLION)
                                     TABLE 168 MIDDLE EAST AND AFRICA: MARKET SIZE, BY COUNTRY,  2015–2020 (USD MILLION)
                                     TABLE 169 MIDDLE EAST AND AFRICA: MARKET SIZE, BY COUNTRY,  2021–2026 (USD MILLION)
             10.5.3 UAE
                        10.5.3.1 New investments, strategies, and products to drive the adoption of predictive analytics solutions in the region
             10.5.4 SOUTH AFRICA
                        10.5.4.1 Growing digitalization to offer opportunities for deploying predictive analytics solutions in South Africa
             10.5.5 REST OF THE MIDDLE EAST AND AFRICA
     10.6 LATIN AMERICA
             10.6.1 LATIN AMERICA: COVID-19 IMPACT
                       TABLE 170 LATIN AMERICA:PROMINENT PLAYERS
             10.6.2 LATIN AMERICA: REGULATIONS
                        10.6.2.1 Brazil Data Protection Law
                        10.6.2.2 Argentina Personal Data Protection Law No. 25.326
                                     TABLE 171 LATIN AMERICA: PREDICTIVE ANALYTICS MARKET SIZE, BY COMPONENT,  2015–2020 (USD MILLION)
                                     TABLE 172 LATIN AMERICA: MARKET SIZE, BY COMPONENT,  2021–2026 (USD MILLION)
                                     TABLE 173 LATIN AMERICA: MARKET SIZE, BY SOLUTION,  2015–2020 (USD MILLION)
                                     TABLE 174 LATIN AMERICA: MARKET SIZE, BY SOLUTION,  2021–2026 (USD MILLION)
                                     TABLE 175 LATIN AMERICA: MARKET SIZE, BY SERVICE, 2015–2020 (USD MILLION)
                                     TABLE 176 LATIN AMERICA: MARKET SIZE, BY SERVICE, 2021–2026 (USD MILLION)
                                     TABLE 177 LATIN AMERICA: MARKET SIZE, BY PROFESSIONAL SERVICE, 2015–2020 (USD MILLION)
                                     TABLE 178 LATIN AMERICA: MARKET SIZE, BY PROFESSIONAL SERVICE, 2021–2026 (USD MILLION)
                                     TABLE 179 LATIN AMERICA: MARKET SIZE, BY DEPLOYMENT MODE,  2015–2020 (USD MILLION)
                                     TABLE 180 LATIN AMERICA: MARKET SIZE, BY DEPLOYMENT MODE,  2021–2026 (USD MILLION)
                                     TABLE 181 LATIN AMERICA: PREDICTIVE ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE,  2015–2020 (USD MILLION)
                                     TABLE 182 LATIN AMERICA: MARKET SIZE, BY ORGANIZATION SIZE,  2021–2026 (USD MILLION)
                                     TABLE 183 LATIN AMERICA: MARKET SIZE, BY VERTICAL,  2015–2020 (USD MILLION)
                                     TABLE 184 LATIN AMERICA: MARKET SIZE, BY VERTICAL, 2021–2026 (USD MILLION)
                                     TABLE 185 LATIN AMERICA: MARKET SIZE, BY COUNTRY, 2015–2020 (USD MILLION)
                                     TABLE 186 LATIN AMERICA: MARKET SIZE, BY COUNTRY, 2021–2026 (USD MILLION)
             10.6.3 BRAZIL
                        10.6.3.1 Increased use of the internet, technologies, and government organizations to increase the demand in Brazil
             10.6.4 MEXICO
                        10.6.4.1 Growth in trade, customer base, and government initiatives to fuel the growth of predictive analytics
             10.6.5 REST OF LATIN AMERICA

11 COMPETITIVE LANDSCAPE (Page No. - 212)
     11.1 OVERVIEW
     11.2 KEY PLAYER STRATEGIES
             TABLE 187 OVERVIEW OF STRATEGIES DEPLOYED BY KEY PLAYERS IN THE PREDICTIVE ANALYTICS MARKET
     11.3 REVENUE ANALYSIS
             FIGURE 45 REVENUE ANALYSIS FOR KEY COMPANIES IN THE PAST FIVE YEARS
     11.4 MARKET SHARE ANALYSIS
             FIGURE 46 MARKET SHARE ANALYSIS
             TABLE 188 MARKET: DEGREE OF COMPETITION
     11.5 COMPANY EVALUATION QUADRANT
             11.5.1 STARS
             11.5.2 EMERGING LEADERS
             11.5.3 PERVASIVE PLAYERS
             11.5.4 PARTICIPANTS
                       FIGURE 47 KEY PREDICTIVE ANALYTICS MARKET PLAYERS, COMPANY EVALUATION MATRIX, 2021
     11.6 COMPETITIVE BENCHMARKING
             TABLE 189 COMPANY SOLUTION FOOTPRINT (TOP 3)
             TABLE 190 COMPANY REGION FOOTPRINT
     11.7 STARTUP/SME EVALUATION QUADRANT
             11.7.1 PROGRESSIVE COMPANIES
             11.7.2 RESPONSIVE COMPANIES
             11.7.3 DYNAMIC COMPANIES
             11.7.4 STARTING BLOCKS
                         FIGURE 48 STARTUP/SME PREDICTIVE ANALYTICS MARKET EVALUATION MATRIX, 2021
     11.8 COMPETITIVE SCENARIO
             11.8.1 PRODUCT LAUNCHES
                         TABLE 191 PRODUCT LAUNCHES, JANUARY 2018–MAY 2021
             11.8.2 DEALS
                         TABLE 192 DEALS, JANUARY 2018–MAY 2021
             11.8.3 OTHERS
                         TABLE 193 OTHERS, 2018–2021

12 COMPANY PROFILES (Page No. - 224)
     12.1 INTRODUCTION
     12.2 KEY PLAYERS
(Business and financial overview, Solutions offered, Recent developments, MNM view, Key strengths/right to win, Strategic choices made, and Weaknesses and competitive threats)*
             12.2.1 MICROSOFT
                         TABLE 194 MICROSOFT: BUSINESS OVERVIEW
                         FIGURE 49 MICROSOFT: COMPANY SNAPSHOT
                         TABLE 195 MICROSOFT: SOLUTIONS OFFERED
                         TABLE 196 MICROSOFT: PRODUCT LAUNCHES AND ENHANCEMENTS
                         TABLE 197 MICROSOFT: DEALS
             12.2.2 IBM
                         TABLE 198 IBM: BUSINESS OVERVIEW
                         FIGURE 50 IBM: COMPANY SNAPSHOT
                         TABLE 199 IBM: SOLUTIONS OFFERED
                         TABLE 200 IBM: PRODUCT LAUNCHES AND ENHANCEMENTS
                         TABLE 201 IBM: DEALS
                         TABLE 202 IBM: OTHERS
             12.2.3 SAP
                         TABLE 203 SAP: BUSINESS OVERVIEW
                         FIGURE 51 SAP: COMPANY SNAPSHOT
                         TABLE 204 SAP: SOLUTIONS OFFERED
                         TABLE 205 SAP: PRODUCT LAUNCHES AND ENHANCEMENTS
                         TABLE 206 SAP: DEALS
                         TABLE 207 SAP: OTHERS
             12.2.4 ORACLE
                         TABLE 208 ORACLE: BUSINESS OVERVIEW
                         FIGURE 52 ORACLE: COMPANY SNAPSHOT
                         TABLE 209 ORACLE: SOLUTIONS OFFERED
                         TABLE 210 ORACLE: PRODUCT LAUNCHES AND ENHANCEMENTS
                         TABLE 211 ORACLE: DEALS
                         TABLE 212 ORACLE: OTHERS
             12.2.5 SAS INSTITUTE
                         TABLE 213 SAS INSTITUTE: BUSINESS OVERVIEW
                         FIGURE 53 SAS INSTITUTE: COMPANY SNAPSHOT
                         TABLE 214 SAS INSTITUTE: SOLUTIONS OFFERED
                         TABLE 215 SAS INSTITUTE: PRODUCT LAUNCHES AND ENHANCEMENTS
                         TABLE 216 SAS INSTITUTE: DEALS
                         TABLE 217 SAS INSTITUTE: OTHERS
             12.2.6 GOOGLE
                         TABLE 218 GOOGLE: BUSINESS OVERVIEW
                         FIGURE 54 GOOGLE: COMPANY SNAPSHOT
                         TABLE 219 GOOGLE: SOLUTIONS OFFERED
                         TABLE 220 GOOGLE: PRODUCT LAUNCHES AND ENHANCEMENTS
                         TABLE 221 GOOGLE: DEALS
             12.2.7 SALESFORCE
                         TABLE 222 SALESFORCE: BUSINESS OVERVIEW
                         FIGURE 55 SALESFORCE: COMPANY SNAPSHOT
                         TABLE 223 SALESFORCE: SOLUTIONS OFFERED
                         TABLE 224 SALESFORCE: PRODUCT LAUNCHES AND ENHANCEMENTS
                         TABLE 225 SALESFORCE: DEALS
                         TABLE 226 SALESFORCE: OTHERS
             12.2.8 AWS
                         TABLE 227 AWS: BUSINESS OVERVIEW
                         FIGURE 56 AWS: COMPANY SNAPSHOT
                         TABLE 228 AWS: SOLUTIONS OFFERED
                         TABLE 229 AWS: PRODUCT LAUNCHES AND ENHANCEMENTS
                         TABLE 230 AWS: DEALS
                         TABLE 231 AWS: OTHERS
             12.2.9 HPE
                         TABLE 232 HPE: BUSINESS OVERVIEW
                         FIGURE 57 HPE: COMPANY SNAPSHOT
                         TABLE 233 HPE: SOLUTIONS OFFERED
                         TABLE 234 HPE: PRODUCT LAUNCHES AND ENHANCEMENTS
                         TABLE 235 HPE: DEALS
                         TABLE 236 HPE: OTHERS
             12.2.10 TERADATA
                         TABLE 237 TERADATA: BUSINESS OVERVIEW
                         FIGURE 58 TERADATA: COMPANY SNAPSHOT
                         TABLE 238 TERADATA: SOLUTIONS OFFERED
                         TABLE 239 TERADATA: PRODUCT LAUNCHES AND ENHANCEMENTS
                         TABLE 240 TERADATA: DEALS
             12.2.11 ALTERYX
                         TABLE 241 ALTERYX: BUSINESS OVERVIEW
                         FIGURE 59 ALTERYX: COMPANY SNAPSHOT
                         TABLE 242 ALTERYX: SOLUTIONS OFFERED
                         TABLE 243 ALTERYX: PRODUCT LAUNCHES AND ENHANCEMENTS
                         TABLE 244 ALTERYX: DEALS
                         TABLE 245 ALTERYX: OTHERS
             12.2.12 FICO
                         TABLE 246 FICO: BUSINESS OVERVIEW
                         FIGURE 60 FICO: COMPANY SNAPSHOT
                         TABLE 247 FICO: SOLUTIONS OFFERED
                         TABLE 248 FICO: PRODUCT LAUNCHES AND ENHANCEMENTS
                         TABLE 249 FICO: DEALS
             12.2.13 ALTAIR
                         TABLE 250 ALTAIR: BUSINESS OVERVIEW
                         FIGURE 61 ALTAIR: COMPANY SNAPSHOT
                         TABLE 251 ALTAIR: SOLUTIONS OFFERED
                         TABLE 252 ALTAIR: PRODUCT LAUNCHES AND ENHANCEMENTS
                         TABLE 253 ALTAIR: DEALS
             12.2.14 DOMO
                         TABLE 254 DOMO: BUSINESS OVERVIEW
                         FIGURE 62 DOMO: COMPANY SNAPSHOT
                         TABLE 255 DOMO: SOLUTIONS OFFERED
                         TABLE 256 DOMO: PRODUCT LAUNCHES AND ENHANCEMENTS
                         TABLE 257 DOMO: DEALS
             12.2.15 CLOUDERA
                         TABLE 258 CLOUDERA: BUSINESS OVERVIEW
                         TABLE 259 CLOUDERA: SOLUTIONS OFFERED
                         TABLE 260 CLOUDERA: PRODUCT LAUNCHES AND ENHANCEMENTS
                         TABLE 261 CLOUDERA: DEALS
                         TABLE 262 CLOUDERA: OTHERS
             12.2.16 BOARD INTERNATIONAL
                         TABLE 263 BOARD INTERNATIONAL: BUSINESS OVERVIEW
                         TABLE 264 BOARD INTERNATIONAL: SOLUTIONS OFFERED
                         TABLE 265 BOARD INTERNATIONAL: PRODUCT LAUNCHES AND ENHANCEMENTS
                         TABLE 266 BOARD INTERNATIONAL: DEALS
             12.2.17 TIBCO SOFTWARE
                         TABLE 267 TIBCO SOFTWARE: BUSINESS OVERVIEW
                         TABLE 268 TIBCO SOFTWARE: SOLUTIONS OFFERED
                         TABLE 269 TIBCO SOFTWARE: PRODUCT LAUNCHES AND ENHANCEMENTS
                         TABLE 270 TIBCO SOFTWARE: DEALS
             12.2.18 HITACHI VANTARA
             12.2.19 HAPPIEST MINDS
             12.2.20 DATAIKU
             12.2.21 RAPIDMINER
             12.2.22 QLIK
     12.3 STARTUPS/SMES
             12.3.1 BIOFOURMIS
             12.3.2 IN-MED PROGNOSTICS
             12.3.3 AITO.AI
             12.3.4 SYMEND
             12.3.5 ONWARD HEALTH
             12.3.6 UNIONCRATE
             12.3.7 CYBERLABS
             12.3.8 ACTIFY DATA LABS
             12.3.9 AMLGO LABS
             12.3.10 VERIMOS

*Details on Business and financial overview, Solutions offered, Recent developments, MNM view, Key strengths/right to win, Strategic choices made, and Weaknesses and competitive threats might not be captured in case of unlisted companies.

13 APPENDIX (Page No. - 296)
     13.1 ADJACENT AND RELATED MARKETS
             13.1.1 INTRODUCTION
             13.1.2 CUSTOMER JOURNEY ANALYTICS MARKET—GLOBAL FORECAST TO 2026
                        13.1.2.1 Market definition
                        13.1.2.2 Market overview
                                     13.1.2.2.1 Customer journey analytics market, by component
                                                     TABLE 271 CUSTOMER JOURNEY ANALYTICS MARKET SIZE, BY COMPONENT, 2015–2019 (USD MILLION)
                                                     TABLE 272 CUSTOMER JOURNEY ANALYTICS MARKET SIZE, BY COMPONENT,  2020–2026 (USD MILLION)
                                     13.1.2.2.2 Customer journey analytics market, by application
                                                     TABLE 273 CUSTOMER JOURNEY ANALYTICS MARKET SIZE, BY APPLICATION, 2015–2019 (USD MILLION)
                                                     TABLE 274 CUSTOMER JOURNEY ANALYTICS MARKET SIZE, BY APPLICATION, 2020–2026 (USD MILLION)
                                     13.1.2.2.3 Customer journey analytics market, by deployment mode
                                                     TABLE 275 CUSTOMER JOURNEY ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE,  2015–2019 (USD MILLION)
                                                     TABLE 276 CUSTOMER JOURNEY ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE,  2020–2026 (USD MILLION)
                                     13.1.2.2.4 Customer journey analytics market, by organization size
                                                     TABLE 277 CUSTOMER JOURNEY ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE,  2015–2019 (USD MILLION)
                                                     TABLE 278 CUSTOMER JOURNEY ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE,  2020–2026 (USD MILLION)
                                     13.1.2.2.5 Customer journey analytics market, by industry vertical
                                                     TABLE 279 CUSTOMER JOURNEY ANALYTICS MARKET SIZE, BY VERTICAL, 2015–2019 (USD MILLION)
                                                     TABLE 280 CUSTOMER JOURNEY ANALYTICS MARKET SIZE, BY VERTICAL, 2020–2026 (USD MILLION)
                                     13.1.2.2.6 Customer journey analytics market, by region
                                                     TABLE 281 CUSTOMER JOURNEY ANALYTICS MARKET SIZE, BY REGION, 2015–2019 (USD MILLION)
                                                     TABLE 282 CUSTOMER JOURNEY ANALYTICS MARKET SIZE, BY REGION, 2020–2026 (USD MILLION)
             13.1.3 BIG DATA MARKET - GLOBAL FORECAST TO 2025
                        13.1.3.1 Market definition
                        13.1.3.2 Market overview
                                     13.1.3.2.1 Big data market, by component
                                                     TABLE 283 BIG DATA MARKET SIZE, BY COMPONENT, 2018–2025 (USD MILLION)
                                                     TABLE 284 SOLUTIONS: BIG DATA MARKET SIZE, BY TYPE, 2018–2025 (USD MILLION)
                                                     TABLE 285 BIG DATA MARKET SIZE, BY SERVICE, 2018–2025 (USD MILLION)
                                                     TABLE 286 PROFESSIONAL SERVICES MARKET SIZE, BY TYPE, 2018–2025 (USD MILLION)
                                     13.1.3.2.2 Big data market, by deployment mode
                                                     TABLE 287 BIG DATA MARKET SIZE, BY DEPLOYMENT MODE, 2018–2025 (USD MILLION)
                                                     TABLE 288 CLOUD: BIG DATA MARKET SIZE, BY TYPE, 2018–2025 (USD MILLION)
                                     13.1.3.2.3 Big data market, by organization size
                                                     TABLE 289 BIG DATA MARKET SIZE, BY ORGANIZATION SIZE, 2018–2025 (USD MILLION)
                                     13.1.3.2.4 Big data market, by business function
                                                     TABLE 290 BIG DATA MARKET SIZE, BY BUSINESS FUNCTION,  2018–2025 (USD MILLION)
                                     13.1.3.2.5 Big data market, by industry vertical
                                                     TABLE 291 BIG DATA MARKET SIZE, BY INDUSTRY VERTICAL, 2018–2025 (USD MILLION)
                                     13.1.3.2.6 Big data market, by region
                                                     TABLE 292 BIG DATA MARKET SIZE, BY REGION, 2018–2025 (USD MILLION)
     13.2 DISCUSSION GUIDE
     13.3 KNOWLEDGE STORE: MARKETSANDMARKETS’  SUBSCRIPTION PORTAL
     13.4 AVAILABLE CUSTOMIZATIONS
     13.5 RELATED REPORTS
     13.6 AUTHOR DETAILS