Table of Content

1 INTRODUCTION (Page No. - 38)
    1.1 OBJECTIVES
    1.2 MARKET DEFINITION
           1.2.1 INCLUSIONS AND EXCLUSIONS
    1.3 MARKET SCOPE
           1.3.1 MARKET SEGMENTATION
           1.3.2 REGIONS COVERED
           1.3.3 YEARS CONSIDERED
    1.4 CURRENCY CONSIDERED
           TABLE 1 USD EXCHANGE RATES, 2019–2021
    1.5 STAKEHOLDERS

2 RESEARCH METHODOLOGY (Page No. - 42)
    2.1 RESEARCH DATA
           FIGURE 1 DATA PIPELINE TOOLS: 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 DATA TRIANGULATION
           FIGURE 2 DATA TRIANGULATION
    2.3 MARKET SIZE ESTIMATION
           FIGURE 3 DATA PIPELINE TOOLS: TOP-DOWN AND BOTTOM-UP APPROACHES
           2.3.1 TOP-DOWN APPROACH
           2.3.2 BOTTOM-UP APPROACH
                    FIGURE 4 MARKET SIZE ESTIMATION METHODOLOGY APPROACH 1 (SUPPLY-SIDE): REVENUE FROM SOLUTIONS/SERVICES OF DATA PIPELINE TOOLS
                    FIGURE 5 MARKET SIZE ESTIMATION METHODOLOGY APPROACH 2, BOTTOM-UP (SUPPLY-SIDE): COLLECTIVE REVENUE FROM ALL DATA PIPELINE TOOLS/SERVICES
                    FIGURE 6 MARKET SIZE ESTIMATION METHODOLOGY APPROACH 3, BOTTOM-UP (SUPPLY-SIDE): COLLECTIVE REVENUE FROM ALL SOLUTIONS/SERVICES OF DATA PIPELINE TOOLS
                    FIGURE 7 MARKET SIZE ESTIMATION METHODOLOGY APPROACH 4, BOTTOM-UP (DEMAND-SIDE): SHARE OF DATA PIPELINE TOOLS THROUGH OVERALL SPENDING
    2.4 MARKET FORECAST
           TABLE 3 FACTOR ANALYSIS
    2.5 COMPANY EVALUATION MATRIX METHODOLOGY
           FIGURE 8 COMPANY EVALUATION MATRIX: CRITERIA WEIGHTAGE
    2.6 STARTUP/SME EVALUATION MATRIX METHODOLOGY
           FIGURE 9 STARTUP/SME EVALUATION MATRIX: CRITERIA WEIGHTAGE
    2.7 ASSUMPTIONS FOR THE STUDY
    2.8 LIMITATIONS

3 EXECUTIVE SUMMARY (Page No. - 55)
    TABLE 4 DATA PIPELINE TOOLS MARKET SIZE AND GROWTH RATE, 2016–2021 (USD MILLION, Y-O-Y)
    TABLE 5 MARKET SIZE AND GROWTH RATE, 2022–2027 (USD MILLION, Y-O-Y)
    FIGURE 10 TOOLS TO ACCOUNT FOR LARGER MARKET IN 2022
    FIGURE 11 CONSULTING SERVICES TO ACCOUNT FOR LARGER MARKET SHARE IN 2022
    FIGURE 12 REAL-TIME ANALYTICS & PREDICTIVE MAINTENANCE APPLICATIONS TO ACCOUNT FOR LARGEST MARKET IN 2022
    FIGURE 13 ON-PREMISE DEPLOYMENT TO ACCOUNT FOR LARGER MARKET IN 2022
    FIGURE 14 LARGE ENTERPRISES TO ACCOUNT FOR LARGER MARKET SHARE IN 2022
    FIGURE 15 BANKING, FINANCIAL SERVICES, AND INSURANCE VERTICAL TO BE LARGEST VERTICAL IN 2022
    FIGURE 16 NORTH AMERICA TO ACCOUNT FOR LARGEST MARKET SHARE IN 2022

4 PREMIUM INSIGHTS (Page No. - 60)
    4.1 ATTRACTIVE MARKET OPPORTUNITIES FOR DATA PIPELINE TOOLS MARKET PLAYERS
           FIGURE 17 HIGH DEMAND FOR TOOLS TRANSFERRING DATA FROM PREMISES TO CLOUD TO DRIVE MARKET DURING FORECAST PERIOD
    4.2 MARKET, BY VERTICAL
           FIGURE 18 BANKING, FINANCIAL SERVICES, AND INSURANCE VERTICAL TO BE LARGEST VERTICAL DURING FORECAST PERIOD
    4.3 MARKET, BY REGION
           FIGURE 19 NORTH AMERICA TO ACCOUNT FOR LARGEST MARKET BY 2027
    4.4 MARKET: TOP THREE BUSINESS APPLICATIONS AND VERTICALS
           FIGURE 20 REAL-TIME ANALYTICS & PREDICTIVE MAINTENANCE AND BFSI TO BE LARGEST RESPECTIVE MARKETS BY 2022

5 MARKET OVERVIEW AND TRENDS (Page No. - 62)
    5.1 INTRODUCTION
    5.2 MARKET DYNAMICS
           FIGURE 21 DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES: DATA PIPELINE TOOLS MARKET
           5.2.1 DRIVERS
                    5.2.1.1 Need for agility to meet peaks in demand
                    5.2.1.2 Emergence of cloud computing technologies
           5.2.2 RESTRAINTS
                    5.2.2.1 Lack of expertise among workforce
           5.2.3 OPPORTUNITIES
                    5.2.3.1 Overcoming the lacunae of traditional data management tools
                    5.2.3.2 Necessity to reduce data latency
           5.2.4 CHALLENGES
                    5.2.4.1 Updating data pipeline using ETL impacts data quality
                    5.2.4.2 Duplicate data
                    5.2.4.3 Data downtime
                    5.2.4.4 Reluctance to adopt advanced tools and technologies
    5.3 DATA PIPELINE TOOLS: EVOLUTION
           FIGURE 22 EVOLUTION OF DATA PIPELINE TOOLS
    5.4 ECOSYSTEM
           TABLE 6 DATA PIPELINE TOOLS MARKET: ECOSYSTEM
    5.5 CASE STUDY ANALYSIS
           5.5.1 BANKING, FINANCIAL SERVICES, AND INSURANCE
                    5.5.1.1 Combined 23 disparate ERP systems into a single SAP ERP application
                    5.5.1.2 Big Data platform implementation on Amazon Web Services for Norway’s largest bank
           5.5.2 TRANSPORTATION & LOGISTICS
                    5.5.2.1 Convoy builds a continuous data pipeline with the data cloud
           5.5.3 RETAIL & CONSUMER GOODS
                    5.5.3.1 Leading eCommerce site gained improved data accessibility
           5.5.4 HEALTHCARE & LIFE SCIENCES
                    5.5.4.1 CDPHP modernized infrastructure and improved ability to extract valuable medical data on AWS
           5.5.5 MEDIA & ENTERTAINMENT
                    5.5.5.1 GumGum utilized AWS data pipeline to handle high data volume growth
    5.6 SUPPLY CHAIN ANALYSIS
           FIGURE 23 SUPPLY CHAIN ANALYSIS
    5.7 PORTER’S FIVE FORCES
           FIGURE 24 DATA PIPELINE TOOLS MARKET: PORTER’S FIVE FORCES ANALYSIS
           TABLE 7 MARKET: PORTER’S FIVE FORCES ANALYSIS
           5.7.1 THREAT OF NEW ENTRANTS
           5.7.2 THREAT OF SUBSTITUTES
           5.7.3 BARGAINING POWER OF SUPPLIERS
           5.7.4 BARGAINING POWER OF BUYERS
           5.7.5 INTENSITY OF COMPETITIVE RIVALRY
    5.8 PRICING ANALYSIS
           TABLE 8 DATA PIPELINE TOOLS MARKET: PRICING LEVELS
           FIGURE 25 AVERAGE SELLING PRICES OF KEY COMPANIES (USD)
    5.9 PATENT ANALYSIS
           5.9.1 METHODOLOGY
           5.9.2 DOCUMENT TYPE
                    TABLE 9 PATENTS FILED, 2018–2021
           5.9.3 INNOVATION AND PATENT APPLICATIONS
                    FIGURE 26 ANNUAL NUMBER OF PATENTS GRANTED, 2018–2021
                    5.9.3.1 Top applicants
                               FIGURE 27 TOP TEN PATENT APPLICANTS, 2018–2021
                               TABLE 10 US: TOP TEN PATENT OWNERS IN MARKET, 2018–2021
    5.10 TECHNOLOGY ANALYSIS
           5.10.1 ARTIFICIAL INTELLIGENCE
           5.10.2 MACHINE LEARNING
           5.10.3 IOT
           5.10.4 CLOUD COMPUTING
           5.10.5 BIG DATA
    5.11 KEY CONFERENCES & EVENTS
                    TABLE 11 DATA PIPELINE TOOLS MARKET: DETAILED LIST OF CONFERENCES & EVENTS, 2022–2023
    5.12 TARIFF AND REGULATORY LANDSCAPE
           5.12.1 REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
                    TABLE 12 NORTH AMERICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
                    TABLE 13 EUROPE: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
                    TABLE 14 ASIA PACIFIC: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
                    TABLE 15 MIDDLE EAST & AFRICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
                    TABLE 16 LATIN AMERICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
           5.12.2 NORTH AMERICA: REGULATIONS
                    5.12.2.1 Personal Information Protection and Electronic Documents Act (PIPEDA)
                    5.12.2.2 Gramm-Leach-Bliley (GLB) Act
                    5.12.2.3 Health Insurance Portability and Accountability Act (HIPAA) of 1996
                    5.12.2.4 Federal Information Security Management Act (FISMA)
                    5.12.2.5 Federal Information Processing Standards (FIPS)
                    5.12.2.6 California Consumer Privacy Act (CCPA)
           5.12.3 EUROPE: TARIFFS AND REGULATIONS
                    5.12.3.1 GDPR 2016/679
                    5.12.3.2 General Data Protection Regulation
                    5.12.3.3 European Committee for Standardization (CEN)
                    5.12.3.4 European Technical Standards Institute (ETSI)
    5.13 KEY STAKEHOLDERS & BUYING CRITERIA
           5.13.1 KEY STAKEHOLDERS IN BUYING PROCESS
                    TABLE 17 INFLUENCE OF STAKEHOLDERS IN BUYING PROCESS FOR TOP THREE APPLICATIONS
           5.13.2 BUYING CRITERIA
                    TABLE 18 KEY BUYING CRITERIA FOR TOP THREE APPLICATIONS

6 DATA PIPELINE TOOLS MARKET, BY COMPONENT (Page No. - 87)
    6.1 INTRODUCTION
           6.1.1 COMPONENT: MARKET DRIVERS
                    FIGURE 28 SERVICES TO REGISTER HIGHER CAGR DURING FORECAST PERIOD
                    TABLE 19 MARKET, BY COMPONENT, 2016–2021 (USD MILLION)
                    TABLE 20 MARKET, BY COMPONENT, 2022–2027 (USD MILLION)
    6.2 TOOLS
           6.2.1 GREATER NEED TO ACCESS DATA FROM DATA WAREHOUSE
                    FIGURE 29 ETL DATA PIPELINE TO REGISTER HIGHEST CAGR DURING FORECAST PERIOD
                    TABLE 21 TOOLS: DATA PIPELINE TOOLS SUBSEGMENT MARKET, BY TYPE, 2016–2021 (USD MILLION)
                    TABLE 22 TOOLS: DATA PIPELINE TOOLS SUBSEGMENT MARKET, BY TYPE, 2022–2027 (USD MILLION)
                    TABLE 23 DATA PIPELINE TOOLS SUBSEGMENT MARKET, BY REGION, 2016–2021 (USD MILLION)
                    TABLE 24 DATA PIPELINE TOOLS SUBSEGMENT MARKET, BY REGION, 2022–2027 (USD MILLION)
    6.3 SERVICES
           6.3.1 GROWING PRODUCT ACCEPTANCE TO DRIVE ADOPTION OF DATA PIPELINE TOOLS
                    FIGURE 30 DEPLOYMENT & INTEGRATION SERVICES TO REGISTER HIGHEST CAGR DURING FORECAST PERIOD
                    TABLE 25 DATA PIPELINE SERVICES MARKET, BY TYPE, 2016–2021 (USD MILLION)
                    TABLE 26 DATA PIPELINE SERVICES MARKET, BY TYPE, 2022–2027 (USD MILLION)
                    TABLE 27 DATA PIPELINE SERVICES MARKET, BY REGION, 2016–2021 (USD MILLION)
                    TABLE 28 DATA PIPELINE SERVICES MARKET, BY REGION, 2022–2027 (USD MILLION)
                    6.3.1.1 Consulting
                               6.3.1.1.1 Scope to enable companies to lower risks and focus on business
                               TABLE 29 DATA PIPELINE TOOL CONSULTING SERVICES MARKET, BY REGION, 2016–2021 (USD MILLION)
                               TABLE 30 DATA PIPELINE TOOL CONSULTING SERVICES MARKET, BY REGION, 2022–2027 (USD MILLION)
                    6.3.1.2 Support & maintenance
                               6.3.1.2.1 Increase in demand due to shifting economic situations
                               TABLE 31 DATA PIPELINE TOOL SUPPORT & MAINTENANCE SERVICES MARKET, BY REGION, 2016–2021 (USD MILLION)
                               TABLE 32 DATA PIPELINE TOOL SUPPORT & MAINTENANCE SERVICES MARKET, BY REGION, 2022–2027 (USD MILLION)
                    6.3.1.3 Deployment & integration
                               6.3.1.3.1 Need to ensure minimum risks among companies to drive demand
                               TABLE 33 DATA PIPELINE TOOL DEPLOYMENT & INTEGRATION SERVICES MARKET, BY REGION, 2016–2021 (USD MILLION)
                               TABLE 34 DATA PIPELINE TOOL DEPLOYMENT & INTEGRATION SERVICES MARKET, BY REGION, 2022–2027 (USD MILLION)

7 DATA PIPELINE TOOLS MARKET, BY ORGANIZATION SIZE (Page No. - 97)
    7.1 INTRODUCTION
           7.1.1 ORGANIZATION SIZE: MARKET DRIVERS
                    FIGURE 31 SMALL- & MEDIUM-SIZED ENTERPRISES SEGMENT TO REGISTER A HIGHER CAGR DURING FORECAST PERIOD
                    TABLE 35 MARKET, BY ORGANIZATION SIZE, 2016–2021 (USD MILLION)
                    TABLE 36 MARKET, BY ORGANIZATION SIZE, 2022–2027 (USD MILLION)
    7.2 LARGE ENTERPRISES
           7.2.1 UNSTRUCTURED DATA: MAJOR CONCERN AMONG LARGE ENTERPRISES
                    TABLE 37 LARGE ENTERPRISES MARKET, BY REGION, 2016–2021 (USD MILLION)
                    TABLE 38 LARGE ENTERPRISES MARKET, BY REGION, 2022–2027 (USD MILLION)
    7.3 SMALL- & MEDIUM-SIZED ENTERPRISES
           7.3.1 RISE IN NEED TO ACCESS DATA IN REAL-TIME FOR BETTER DECISIONS
                    TABLE 39 SMALL- & MEDIUM-SIZED ENTERPRISES MARKET, BY REGION, 2016–2021 (USD MILLION)
                    TABLE 40 SMALL- & MEDIUM-SIZED ENTERPRISES MARKET, BY REGION, 2022–2027 (USD MILLION)

8 DATA PIPELINE TOOLS MARKET, BY DEPLOYMENT MODE (Page No. - 102)
    8.1 INTRODUCTION
           8.1.1 DEPLOYMENT MODE: MARKET DRIVERS
                    FIGURE 32 CLOUD DEPLOYMENT TO REGISTER HIGHER CAGR DURING FORECAST PERIOD
                    TABLE 41 MARKET, BY DEPLOYMENT MODE, 2016–2021 (USD MILLION)
                    TABLE 42 MARKET, BY DEPLOYMENT MODE, 2022–2027 (USD MILLION)
    8.2 ON-PREMISES
           8.2.1 DATA PIPELINE CONNECTS DATABASES TO CENTRALIZED INTERFACE TO EASE BUSINESS
                    TABLE 43 ON-PREMISE MARKET, BY REGION, 2016–2021 (USD MILLION)
                    TABLE 44 ON-PREMISE MARKET, BY REGION, 2022–2027 (USD MILLION)
    8.3 CLOUD
           8.3.1 FLEXIBILITY AND SCALABILITY TO BOOST ADOPTION OF CLOUD-BASED DATA PIPELINE TOOLS
                    TABLE 45 CLOUD-BASED MARKET, BY REGION, 2016–2021 (USD MILLION)
                    TABLE 46 CLOUD-BASED MARKET, BY REGION, 2022–2027 (USD MILLION)

9 DATA PIPELINE TOOLS MARKET, BY TYPE (Page No. - 107)
    9.1 INTRODUCTION
           9.1.1 TYPE: MARKET DRIVERS
                    FIGURE 33 ETL DATA PIPELINE TO REGISTER HIGHER CAGR DURING FORECAST PERIOD
                    TABLE 47 DATA PIPELINE TOOLS SUBSEGMENT MARKET, BY TYPE, 2016–2021 (USD MILLION)
                    TABLE 48 DATA PIPELINE TOOLS SUBSEGMENT MARKET, BY TYPE, 2022–2027 (USD MILLION)
    9.2 ELT DATA PIPELINE
           9.2.1 USAGE OF CLOUD TO DRIVE SHIFT FROM ETL TO ELT
                    TABLE 49 ELT MARKET, BY REGION, 2016–2021 (USD MILLION)
                    TABLE 50 ELT MARKET, BY REGION, 2022–2027 (USD MILLION)
    9.3 ETL DATA PIPELINE
           9.3.1 CENTRALIZING AND STANDARDIZING DATA TO ENABLE EASY ACCESS TO EXPERTS AND DECISION-MAKERS
                    TABLE 51 ETL MARKET, BY REGION, 2016–2021 (USD MILLION)
                    TABLE 52 ETL MARKET, BY REGION, 2022–2027 (USD MILLION)
    9.4 STREAMING DATA PIPELINE
           9.4.1 REAL-TIME DATA MORE CRUCIAL IN STREAMING DATA PIPELINE
                    TABLE 53 STREAMING DATA PIPELINE DATA PIPELINE TOOLS MARKET, BY REGION, 2016–2021 (USD MILLION)
                    TABLE 54 STREAMING MARKET, BY REGION, 2022–2027 (USD MILLION)
    9.5 BATCH DATA PIPELINE
           9.5.1 FLEXIBILITY AND SCALABILITY TO BOOST ADOPTION OF CLOUD-BASED DATA PIPELINE TOOLS SOFTWARE
                    TABLE 55 BATCH MARKET, BY REGION, 2016–2021 (USD MILLION)
                    TABLE 56 BATCH MARKET, BY REGION, 2022–2027 (USD MILLION)
    9.6 CHANGE DATA CAPTURE PIPELINE (CDC)
           9.6.1 CHANGE DATA CAPTURE ESSENTIAL TO PREVENT LOSS AND DESTRUCTION OF DATA
                    TABLE 57 CHANGE DATA CAPTURE PIPELINE TOOLS MARKET, BY REGION, 2016–2021 (USD MILLION)
                    TABLE 58 CHANGE DATA CAPTURE PIPELINE TOOLS MARKET, BY REGION, 2022–2027 (USD MILLION)

10 DATA PIPELINE TOOLS MARKET, BY APPLICATION (Page No. - 115)
     10.1 INTRODUCTION
             10.1.1 APPLICATION: MARKET DRIVERS
                       FIGURE 34 CUSTOMER EXPERIENCE MANAGEMENT TO REGISTER HIGHER CAGR DURING FORECAST PERIOD
                       TABLE 59 MARKET, BY APPLICATION, 2016–2021 (USD MILLION)
                       TABLE 60 MARKET, BY APPLICATION, 2022–2027 (USD MILLION)
     10.2 REAL-TIME ANALYTICS & PREDICTIVE MAINTENANCE
             10.2.1 ELIMINATE DATA PIPELINE DOWNTIME AND PROVIDE REAL-TIME DATA ANALYSIS
                       TABLE 61 REAL-TIME ANALYTICS & PREDICTIVE MAINTENANCE APPLICATIONS MARKET, BY REGION, 2016–2021 (USD MILLION)
                       TABLE 62 REAL-TIME ANALYTICS & PREDICTIVE MAINTENANCE APPLICATIONS MARKET, BY REGION, 2022–2027 (USD MILLION)
     10.3 SALES & MARKETING DATA
             10.3.1 NEED TO REDUCE DATA GATHERING TIME FROM VARIOUS SOURCES AND STORE DATA AT SINGLE LOCATION
                       TABLE 63 SALES & MARKETING DATA APPLICATIONS MARKET, BY REGION, 2016–2021 (USD MILLION)
                       TABLE 64 SALES & MARKETING DATA APPLICATIONS MARKET, BY REGION, 2022–2027 (USD MILLION)
     10.4 CUSTOMER 360 & CUSTOMER RELATIONSHIP MANAGEMENT
             10.4.1 NEED TO ANALYZE CUSTOMER BEHAVIOR AND REDUCE CUSTOMER CHURN
                       TABLE 65 CUSTOMER 360 & CUSTOMER RELATIONSHIP MANAGEMENT APPLICATIONS MARKET, BY REGION, 2016–2021 (USD MILLION)
                       TABLE 66 CUSTOMER 360 & CUSTOMER RELATIONSHIP MANAGEMENT APPLICATIONS MARKET, BY REGION, 2022–2027 (USD MILLION)
     10.5 CUSTOMER EXPERIENCE MANAGEMENT
             10.5.1 UNIFIED CUSTOMER VIEWS ACROSS CUSTOMER ECOSYSTEM TO ENHANCE CUSTOMER EXPERIENCE
                       TABLE 67 CUSTOMER EXPERIENCE MANAGEMENT APPLICATIONS MARKET, BY REGION, 2016–2021 (USD MILLION)
                       TABLE 68 CUSTOMER EXPERIENCE MANAGEMENT APPLICATIONS MARKET, BY REGION, 2022–2027 (USD MILLION)
     10.6 DATA MIGRATION
             10.6.1 DEMAND TO SIMPLIFY DATA MIGRATION PROCESS BY CREATING BATCH AND STREAMING DATA PIPELINE
                       TABLE 69 DATA MIGRATION APPLICATIONS MARKET, BY REGION, 2016–2021 (USD MILLION)
                       TABLE 70 DATA MIGRATION APPLICATIONS MARKET, BY REGION, 2022–2027 (USD MILLION)
     10.7 OTHER APPLICATIONS
               TABLE 71 OTHER APPLICATIONS MARKET, BY REGION, 2016–2021 (USD MILLION)
               TABLE 72 OTHER APPLICATIONS MARKET, BY REGION, 2022–2027 (USD MILLION)

11 DATA PIPELINE TOOLS MARKET, BY VERTICAL (Page No. - 125)
     11.1 INTRODUCTION
             11.1.1 VERTICAL: MARKET DRIVERS
                       FIGURE 35 HEALTHCARE & LIFE SCIENCES VERTICAL TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD
                       TABLE 73 MARKET, BY VERTICAL, 2016–2021 (USD MILLION)
                       TABLE 74 MARKET, BY VERTICAL, 2022–2027 (USD MILLION)
     11.2 BANKING, FINANCIAL SERVICES, AND INSURANCE
             11.2.1 NEED TO ENHANCE QUALITY OF SERVICES AND MAKE REAL-TIME SMART DECISIONS TO DRIVE GROWTH
                       TABLE 75 BFSI VERTICAL MARKET, BY REGION, 2016–2021 (USD MILLION)
                       TABLE 76 BFSI VERTICALS MARKET, BY REGION, 2022–2027 (USD MILLION)
     11.3 RETAIL & ECOMMERCE
             11.3.1 CONTINUOUS DATA PIPELINE FLOW TO HELP ANALYZE CONSUMER BEHAVIOR IN REAL-TIME
                       TABLE 77 RETAIL & ECOMMERCE VERTICAL MARKET, BY REGION, 2016–2021 (USD MILLION)
                       TABLE 78 RETAIL & ECOMMERCE VERTICAL MARKET, BY REGION, 2022–2027 (USD MILLION)
     11.4 GOVERNMENT & DEFENSE
             11.4.1 EFFECTIVE TRANSFORMATION OF DATA WITHOUT LOSING PACKETS TO HELP IN FASTER DECISION-MAKING
                       TABLE 79 GOVERNMENT & DEFENSE VERTICAL MARKET, BY REGION, 2016–2021 (USD MILLION)
                       TABLE 80 GOVERNMENT & DEFENSE VERTICAL MARKET, BY REGION, 2022–2027 (USD MILLION)
     11.5 HEALTHCARE & LIFE SCIENCES
             11.5.1 PRESSURE FROM INSURERS AND IMPACT OF PHYSICIANS TO DRIVE ADOPTION OF ROBUST DATA PIPELINES
                       TABLE 81 HEALTHCARE & LIFE SCIENCES VERTICAL MARKET, BY REGION, 2016–2021 (USD MILLION)
                       TABLE 82 HEALTHCARE & LIFE SCIENCES VERTICAL MARKET, BY REGION, 2022–2027 (USD MILLION)
     11.6 IT & ITES
             11.6.1 RISING COMPLEXITY AND FAST INNOVATION TO DRIVE NEED FOR STREAMLINED DATA PIPELINES
                       TABLE 83 IT & ITES VERTICAL MARKET, BY REGION, 2016–2021 (USD MILLION)
                       TABLE 84 IT & ITES VERTICAL MARKET, BY REGION, 2022–2027 (USD MILLION)
     11.7 ENERGY & UTILITIES
             11.7.1 ADVANCED DATA PIPELINE TOOLS TO HELP BUILD ACCOUNTABLE, TRANSPARENT, FAIR, AND SECURE SYSTEMS
                       TABLE 85 ENERGY & UTILITIES VERTICAL MARKET, BY REGION, 2016–2021 (USD MILLION)
                       TABLE 86 ENERGY & UTILITIES VERTICAL MARKET, BY REGION, 2022–2027 (USD MILLION)
     11.8 TELECOMMUNICATION
             11.8.1 DEPLOYMENT OF DATA PIPELINE TOOLS TO REDUCE NETWORK ANOMALIES BY MAINTAINING CONTINUOUS DATA FLOW
                       TABLE 87 TELECOMMUNICATION VERTICAL MARKET, BY REGION, 2016–2021 (USD MILLION)
                       TABLE 88 TELECOMMUNICATION VERTICAL MARKET, BY REGION, 2022–2027 (USD MILLION)
     11.9 MANUFACTURING
             11.9.1 RISE IN USE OF ROBUST DATA PIPELINE TOOLS TO PREDICT MACHINE DOWNTIME AND MAINTENANCE
                       TABLE 89 MANUFACTURING VERTICAL MARKET, BY REGION, 2016–2021 (USD MILLION)
                       TABLE 90 MANUFACTURING VERTICAL MARKET, BY REGION, 2022–2027 (USD MILLION)
     11.10 TRANSPORTATION & LOGISTICS
               11.10.1 GROWING NEED FOR SEAMLESS INTEGRATED DATA PIPELINE ACROSS MULTI-MODEL TRANSPORTATION NETWORK
                                   TABLE 91 TRANSPORTATION & LOGISTICS VERTICAL MARKET, BY REGION, 2016–2021 (USD MILLION)
                                   TABLE 92 TRANSPORTATION & LOGISTICS VERTICAL MARKET, BY REGION, 2022–2027 (USD MILLION)
     11.11 OTHER VERTICALS
                       TABLE 93 OTHER VERTICALS MARKET, BY REGION, 2016–2021 (USD MILLION)
                       TABLE 94 OTHER VERTICALS MARKET, BY REGION, 2022–2027 (USD MILLION)

2 DATA PIPELINE TOOLS MARKET, BY REGION (Page No. - 139)
     12.1 INTRODUCTION
               FIGURE 36 THAILAND TO ACCOUNT FOR HIGHEST CAGR DURING FORECAST PERIOD
               FIGURE 37 ASIA PACIFIC TO ACCOUNT FOR HIGHEST CAGR DURING FORECAST PERIOD
               TABLE 95 DATA PIPELINE MARKET TOOLS MARKET, BY REGION, 2016–2021 (USD MILLION)
               TABLE 96 DATA PIPELINE MARKET TOOLS MARKET, BY REGION, 2022–2027 (USD MILLION)
     12.2 NORTH AMERICA
             12.2.1 NORTH AMERICA: MARKET DRIVERS
                       FIGURE 38 NORTH AMERICA: MARKET SNAPSHOT
                       TABLE 97 NORTH AMERICA: MARKET, BY COMPONENT, 2016–2021 (USD MILLION)
                       TABLE 98 NORTH AMERICA: MARKET, BY COMPONENT, 2022–2027 (USD MILLION)
                       TABLE 99 NORTH AMERICA: DATA PIPELINE SERVICES MARKET, BY TYPE, 2016–2021 (USD MILLION)
                       TABLE 100 NORTH AMERICA: DATA PIPELINE SERVICES MARKET, BY TYPE, 2022–2027 (USD MILLION)
                       TABLE 101 NORTH AMERICA: DATA PIPELINE TOOLS MARKET, BY DEPLOYMENT MODE, 2016–2021 (USD MILLION)
                       TABLE 102 NORTH AMERICA: MARKET, BY DEPLOYMENT MODE, 2022–2027 (USD MILLION)
                       TABLE 103 NORTH AMERICA: MARKET, BY ORGANIZATION SIZE, 2016–2021 (USD MILLION)
                       TABLE 104 NORTH AMERICA: MARKET, BY ORGANIZATION SIZE, 2022–2027 (USD MILLION)
                       TABLE 105 NORTH AMERICA: DATA PIPELINE TOOLS SUBSEGMENT MARKET, BY TYPE, 2016–2021 (USD MILLION)
                       TABLE 106 NORTH AMERICA: DATA PIPELINE TOOLS SUBSEGMENT MARKET, BY TYPE, 2022–2027 (USD MILLION)
                       TABLE 107 NORTH AMERICA: MARKET, BY APPLICATION, 2016–2021 (USD MILLION)
                       TABLE 108 NORTH AMERICA: MARKET, BY APPLICATION, 2022–2027 (USD MILLION)
                       TABLE 109 NORTH AMERICA: MARKET, BY VERTICAL, 2016–2021 (USD MILLION)
                       TABLE 110 NORTH AMERICA: MARKET, BY VERTICAL, 2022–2027 (USD MILLION)
                       TABLE 111 NORTH AMERICA: MARKET, BY COUNTRY, 2016–2021 (USD MILLION)
                       TABLE 112 NORTH AMERICA: MARKET, BY COUNTRY, 2022–2027 (USD MILLION)
             12.2.2 US
                       12.2.2.1 Presence of several global players to increase demand for data pipelines
             12.2.3 CANADA
                       12.2.3.1 Rapid adoption of flexible and intuitive data pipeline tools and services
     12.3 EUROPE
             12.3.1 EUROPE: DATA PIPELINE TOOLS MARKET DRIVERS
                       TABLE 113 EUROPE: MARKET, BY COMPONENT, 2016–2021 (USD MILLION)
                       TABLE 114 EUROPE: MARKET, BY COMPONENT, 2022–2027 (USD MILLION)
                       TABLE 115 EUROPE: DATA PIPELINE SERVICES MARKET, BY TYPE, 2016–2021 (USD MILLION)
                       TABLE 116 EUROPE: DATA PIPELINE SERVICES MARKET, BY TYPE, 2022–2027 (USD MILLION)
                       TABLE 117 EUROPE: MARKET, BY DEPLOYMENT MODE, 2016–2021 (USD MILLION)
                       TABLE 118 EUROPE: MARKET, BY DEPLOYMENT MODE, 2022–2027 (USD MILLION)
                       TABLE 119 EUROPE: MARKET, BY ORGANIZATION SIZE, 2016–2021 (USD MILLION)
                       TABLE 120 EUROPE: MARKET, BY ORGANIZATION SIZE, 2022–2027 (USD MILLION)
                       TABLE 121 EUROPE: DATA PIPELINE TOOLS SUBSEGMENT MARKET, BY TYPE, 2016–2021 (USD MILLION)
                       TABLE 122 EUROPE: DATA PIPELINE TOOLS SUBSEGMENT MARKET, BY TYPE, 2022–2027 (USD MILLION)
                       TABLE 123 EUROPE: DATA PIPELINE TOOLS MARKET, BY APPLICATION, 2016–2021 (USD MILLION)
                       TABLE 124 EUROPE: MARKET, BY APPLICATION, 2022–2027 (USD MILLION)
                       TABLE 125 EUROPE: MARKET, BY VERTICAL, 2016–2021 (USD MILLION)
                       TABLE 126 EUROPE: MARKET, BY VERTICAL, 2022–2027 (USD MILLION)
                       TABLE 127 EUROPE: MARKET, BY COUNTRY, 2016–2021 (USD MILLION)
                       TABLE 128 EUROPE: MARKET, BY COUNTRY, 2022–2027 (USD MILLION)
             12.3.2 UK
                       12.3.2.1 Focus on research & development of advanced technologies to drive growth
             12.3.3 GERMANY
                       12.3.3.1 Rapid adoption of modern technologies across various verticals to fuel expansion
             12.3.4 FRANCE
                       12.3.4.1 Government investments in infrastructure and modern technologies to fuel growth
             12.3.5 REST OF EUROPE
     12.4 ASIA PACIFIC
             12.4.1 ASIA PACIFIC: DATA PIPELINE TOOLS MARKET DRIVERS
                       FIGURE 39 ASIA PACIFIC: MARKET SNAPSHOT
                       TABLE 129 ASIA PACIFIC: MARKET, BY COMPONENT, 2016–2021 (USD MILLION)
                       TABLE 130 ASIA PACIFIC: MARKET, BY COMPONENT, 2022–2027 (USD MILLION)
                       TABLE 131 ASIA PACIFIC: DATA PIPELINE SERVICES MARKET, BY TYPE, 2016–2021 (USD MILLION)
                       TABLE 132 ASIA PACIFIC: DATA PIPELINE SERVICES MARKET, BY TYPE, 2022–2027 (USD MILLION)
                       TABLE 133 ASIA PACIFIC: MARKET, BY DEPLOYMENT MODE, 2016–2021 (USD MILLION)
                       TABLE 134 ASIA PACIFIC: MARKET, BY DEPLOYMENT MODE, 2022–2027 (USD MILLION)
                       TABLE 135 ASIA PACIFIC: MARKET, BY ORGANIZATION SIZE, 2016–2021 (USD MILLION)
                       TABLE 136 ASIA PACIFIC: MARKET, BY ORGANIZATION SIZE, 2022–2027 (USD MILLION)
                       TABLE 137 ASIA PACIFIC: DATA PIPELINE TOOLS SUBSEGMENT MARKET, BY TYPE, 2016–2021 (USD MILLION)
                       TABLE 138 ASIA PACIFIC: DATA PIPELINE TOOLS SUBSEGMENT MARKET, BY TYPE, 2022–2027 (USD MILLION)
                       TABLE 139 ASIA PACIFIC: DATA PIPELINE TOOLS MARKET, BY APPLICATION, 2016–2021 (USD MILLION)
                       TABLE 140 ASIA PACIFIC: MARKET, BY APPLICATION, 2022–2027 (USD MILLION)
                       TABLE 141 ASIA PACIFIC: MARKET, BY VERTICAL, 2016–2021 (USD MILLION)
                       TABLE 142 ASIA PACIFIC: MARKET, BY VERTICAL, 2022–2027 (USD MILLION)
                       TABLE 143 ASIA PACIFIC: MARKET, BY COUNTRY, 2016–2021 (USD MILLION)
                       TABLE 144 ASIA PACIFIC: MARKET, BY COUNTRY, 2022–2027 (USD MILLION)
             12.4.2 CHINA
                       12.4.2.1 Rapid adoption of advanced technologies across various verticals to increase demand
             12.4.3 THAILAND
                       12.4.3.1 Rise in government and foreign investment to boost demand
             12.4.4 MYANMAR
                       12.4.4.1 Advancement and expansion of technologies to drive growth
             12.4.5 VIETNAM
                       12.4.5.1 Adoption of modern technologies to fuel growth
             12.4.6 JAPAN
                       12.4.6.1 Growth in innovation and initiatives to propel market
             12.4.7 INDIA
                       12.4.7.1 Foreign investment in Indian firms to drive growth
             12.4.8 REST OF ASIA PACIFIC
     12.5 MIDDLE EAST & AFRICA
             12.5.1 MIDDLE EAST & AFRICA: DATA PIPELINE TOOLS MARKET DRIVERS
                       TABLE 145 MIDDLE EAST & AFRICA: MARKET, BY COMPONENT, 2016–2021 (USD MILLION)
                       TABLE 146 MIDDLE EAST & AFRICA: MARKET, BY COMPONENT, 2022–2027 (USD MILLION)
                       TABLE 147 MIDDLE EAST & AFRICA: DATA PIPELINE SERVICES MARKET, BY TYPE, 2016–2021 (USD MILLION)
                       TABLE 148 MIDDLE EAST & AFRICA: DATA PIPELINE SERVICES MARKET, BY TYPE, 2022–2027 (USD MILLION)
                       TABLE 149 MIDDLE EAST & AFRICA: MARKET, BY DEPLOYMENT MODE, 2016–2021 (USD MILLION)
                       TABLE 150 MIDDLE EAST & AFRICA: MARKET, BY DEPLOYMENT MODE, 2022–2027 (USD MILLION)
                       TABLE 151 MIDDLE EAST & AFRICA: MARKET, BY ORGANIZATION SIZE, 2016–2021 (USD MILLION)
                       TABLE 152 MIDDLE EAST & AFRICA: MARKET, BY ORGANIZATION SIZE, 2022–2027 (USD MILLION)
                       TABLE 153 MIDDLE EAST & AFRICA: DATA PIPELINE TOOLS SUBSEGMENT MARKET, BY TYPE, 2016–2021 (USD MILLION)
                       TABLE 154 MIDDLE EAST & AFRICA: DATA PIPELINE TOOLS SUBSEGMENT MARKET, BY TYPE, 2022–2027 (USD MILLION)
                       TABLE 155 MIDDLE EAST & AFRICA: DATA PIPELINE TOOLS MARKET, BY APPLICATION, 2016–2021 (USD MILLION)
                       TABLE 156 MIDDLE EAST & AFRICA: MARKET, BY APPLICATION, 2022–2027 (USD MILLION)
                       TABLE 157 MIDDLE EAST & AFRICA: MARKET, BY VERTICAL, 2016–2021 (USD MILLION)
                       TABLE 158 MIDDLE EAST & AFRICA: MARKET, BY VERTICAL, 2022–2027 (USD MILLION)
                       TABLE 159 MIDDLE EAST & AFRICA: MARKET, BY SUBREGION, 2016–2021 (USD MILLION)
                       TABLE 160 MIDDLE EAST & AFRICA: MARKET, BY SUBREGION, 2022–2027 (USD MILLION)
             12.5.2 MIDDLE EAST
                       12.5.2.1 Higher expenditure on emerging technologies to offer opportunities to drive growth
             12.5.3 AFRICA
                       12.5.3.1 Widespread adoption of technologies to improve business applications
     12.6 LATIN AMERICA
             12.6.1 LATIN AMERICA: DATA PIPELINE TOOLS MARKET DRIVERS
                       TABLE 161 LATIN AMERICA: MARKET, BY COMPONENT, 2016–2021 (USD MILLION)
                       TABLE 162 LATIN AMERICA: MARKET, BY COMPONENT, 2022–2027 (USD MILLION)
                       TABLE 163 LATIN AMERICA: DATA PIPELINE SERVICES MARKET, BY TYPE, 2016–2021 (USD MILLION)
                       TABLE 164 LATIN AMERICA: DATA PIPELINE SERVICES MARKET, BY TYPE, 2022–2027 (USD MILLION)
                       TABLE 165 LATIN AMERICA: MARKET, BY DEPLOYMENT MODE, 2016–2021 (USD MILLION)
                       TABLE 166 LATIN AMERICA: MARKET, BY DEPLOYMENT MODE, 2022–2027 (USD MILLION)
                       TABLE 167 LATIN AMERICA: MARKET, BY ORGANIZATION SIZE, 2016–2021 (USD MILLION)
                       TABLE 168 LATIN AMERICA: MARKET, BY ORGANIZATION SIZE, 2022–2027 (USD MILLION)
                       TABLE 169 LATIN AMERICA: DATA PIPELINE TOOLS SUBSEGMENT MARKET, BY TYPE, 2016–2021 (USD MILLION)
                       TABLE 170 LATIN AMERICA: DATA PIPELINE TOOLS SUBSEGMENT MARKET, BY TYPE, 2022–2027 (USD MILLION)
                       TABLE 171 LATIN AMERICA: DATA PIPELINE TOOLS MARKET, BY APPLICATION, 2016–2021 (USD MILLION)
                       TABLE 172 LATIN AMERICA: MARKET, BY APPLICATION, 2022–2027 (USD MILLION)
                       TABLE 173 LATIN AMERICA: MARKET, BY VERTICAL, 2016–2021 (USD MILLION)
                       TABLE 174 LATIN AMERICA: MARKET, BY VERTICAL, 2022–2027 (USD MILLION)
                       TABLE 175 LATIN AMERICA: MARKET, BY COUNTRY, 2016–2021 (USD MILLION)
                       TABLE 176 LATIN AMERICA: MARKET, BY COUNTRY, 2022–2027 (USD MILLION)
             12.6.2 BRAZIL
                       12.6.2.1 Need to integrate and validate data collected from sources to drive demand
             12.6.3 MEXICO
                       12.6.3.1 Rapid adoption of modern technology and initiatives by government to drive demand
             12.6.4 REST OF LATIN AMERICA

13 COMPETITIVE LANDSCAPE (Page No. - 177)
     13.1 OVERVIEW
     13.2 STRATEGIES ADOPTED BY KEY PLAYERS
               TABLE 177 OVERVIEW OF STRATEGIES DEPLOYED BY KEY PLAYERS IN DATA PIPELINE TOOLS MARKET
     13.3 REVENUE ANALYSIS
               FIGURE 40 REVENUE ANALYSIS FOR KEY COMPANIES IN PAST FIVE YEARS (USD MILLION)
     13.4 MARKET SHARE ANALYSIS
               FIGURE 41 MARKET SHARE ANALYSIS FOR KEY PLAYERS IN 2022
               TABLE 178 MARKET: DEGREE OF COMPETITION
     13.5 COMPANY EVALUATION QUADRANT
             13.5.1 STARS
             13.5.2 EMERGING LEADERS
             13.5.3 PERVASIVE PLAYERS
             13.5.4 PARTICIPANTS
                       FIGURE 42 KEY DATA PIPELINE TOOLS MARKET PLAYERS, COMPANY EVALUATION MATRIX, 2022
     13.6 STARTUP/SME EVALUATION MATRIX
             13.6.1 PROGRESSIVE COMPANIES
             13.6.2 RESPONSIVE COMPANIES
             13.6.3 DYNAMIC COMPANIES
             13.6.4 STARTING BLOCKS
                       FIGURE 43 DATA PIPELINE TOOL STARTUPS/SMES, COMPANY EVALUATION MATRIX, 2022
     13.7 COMPETITIVE BENCHMARKING
               TABLE 179 MARKET: DETAILED LIST OF KEY STARTUPS/SMES
               TABLE 180 MARKET: COMPETITIVE BENCHMARKING OF KEY PLAYERS (STARTUPS/SMES)
     13.8 COMPETITIVE SCENARIO
             13.8.1 PRODUCT LAUNCHES
                       TABLE 181 PRODUCT LAUNCHES, 2018–2022
             13.8.2 DEALS
                       TABLE 182 DEALS, 2018–2022
             13.8.3 OTHERS
                       TABLE 183 OTHERS, 2018–2022

14 COMPANY PROFILES (Page No. - 189)
(Business Overview, Solutions offered, Recent Developments, and MnM View (Key strengths/Right to Win, Strategic Choices Made, and Weaknesses and Competitive Threats))*
     14.1 KEY PLAYERS
             14.1.1 GOOGLE
                       TABLE 184 GOOGLE: BUSINESS OVERVIEW
                       FIGURE 44 GOOGLE: COMPANY SNAPSHOT
                       TABLE 185 GOOGLE: SOLUTIONS OFFERED
                       TABLE 186 GOOGLE: PRODUCT LAUNCHES AND ENHANCEMENTS
                       TABLE 187 GOOGLE: DEALS
             14.1.2 IBM
                       TABLE 188 IBM: BUSINESS OVERVIEW
                       FIGURE 45 IBM: COMPANY SNAPSHOT
                       TABLE 189 IBM: SOLUTIONS OFFERED
                       TABLE 190 IBM: PRODUCT LAUNCHES AND ENHANCEMENTS
                       TABLE 191 IBM: DEALS
                       TABLE 192 IBM: OTHERS
             14.1.3 MICROSOFT
                       TABLE 193 MICROSOFT: BUSINESS OVERVIEW
                       FIGURE 46 MICROSOFT: COMPANY SNAPSHOT
                       TABLE 194 MICROSOFT: SOLUTIONS OFFERED
                       TABLE 195 MICROSOFT: PRODUCT LAUNCHES AND ENHANCEMENTS
                       TABLE 196 MICROSOFT: DEALS
                       TABLE 197 MICROSOFT: OTHERS
             14.1.4 AWS
                       TABLE 198 AWS: BUSINESS OVERVIEW
                       FIGURE 47 AWS: COMPANY SNAPSHOT
                       TABLE 199 AWS: SOLUTIONS OFFERED
                       TABLE 200 AWS: PRODUCT LAUNCHES AND ENHANCEMENTS
                       TABLE 201 AWS: DEALS
                       TABLE 202 AWS: OTHERS
             14.1.5 SAP
                       TABLE 203 SAP: BUSINESS OVERVIEW
                       FIGURE 48 SAP: COMPANY SNAPSHOT
                       TABLE 204 SAP: SOLUTIONS OFFERED
                       TABLE 205 SAP: PRODUCT LAUNCHES AND ENHANCEMENTS
                       TABLE 206 SAP: DEALS
             14.1.6 ORACLE
                       TABLE 207 ORACLE: BUSINESS OVERVIEW
                       FIGURE 49 ORACLE: COMPANY SNAPSHOT
                       TABLE 208 ORACLE: SOLUTIONS OFFERED
                       TABLE 209 ORACLE: PRODUCT LAUNCHES AND ENHANCEMENTS
                       TABLE 210 ORACLE: DEALS
             14.1.7 ALTERYX
                       TABLE 211 ALTERYX: BUSINESS OVERVIEW
                       FIGURE 50 ALTERYX: COMPANY SNAPSHOT
                       TABLE 212 ALTERYX: SOLUTIONS OFFERED
                       TABLE 213 ALTERYX: PRODUCT LAUNCHES AND ENHANCEMENTS
                       TABLE 214 ALTERYX: DEALS
             14.1.8 INFORMATICA
                       TABLE 215 INFORMATICA: BUSINESS OVERVIEW
                       TABLE 216 INFORMATICA: SOLUTIONS OFFERED
                       TABLE 217 INFORMATICA: PRODUCT LAUNCHES AND ENHANCEMENTS
                       TABLE 218 INFORMATICA: DEALS
                       TABLE 219 INFORMATICA: OTHERS
             14.1.9 ACTIAN
                       TABLE 220 ACTIAN: BUSINESS OVERVIEW
                       TABLE 221 ACTIAN: SOLUTIONS OFFERED
                       TABLE 222 ACTIAN: PRODUCT LAUNCHES AND ENHANCEMENTS
             14.1.10 TALEND
                       TABLE 223 TALEND: BUSINESS OVERVIEW
                       FIGURE 51 TALEND: COMPANY SNAPSHOT
                       TABLE 224 TALEND: SOLUTIONS OFFERED
                       TABLE 225 TALEND: PRODUCT LAUNCHES AND ENHANCEMENTS
                       TABLE 226 TALEND: DEALS
                       TABLE 227 TALEND: OTHERS
             14.1.11 DENODO TECHNOLOGIES
                       TABLE 228 DENODO TECHNOLOGIES: BUSINESS OVERVIEW
                       TABLE 229 DENODO TECHNOLOGIES: SOLUTIONS OFFERED
                       TABLE 230 DENODO TECHNOLOGIES: PRODUCT LAUNCHES AND ENHANCEMENTS
                       TABLE 231 DENODO TECHNOLOGIES: DEALS
             14.1.12 SNOWFLAKE
                       TABLE 232 SNOWFLAKE: BUSINESS OVERVIEW
                       TABLE 233 SNOWFLAKE: SOLUTIONS OFFERED
                       TABLE 234 SNOWFLAKE: PRODUCT LAUNCHES AND ENHANCEMENTS
                       TABLE 235 SNOWFLAKE: DEALS
             14.1.13 SOFTWARE AG
                       TABLE 236 SOFTWARE AG: BUSINESS OVERVIEW
                       TABLE 237 SOFTWARE AG: SOLUTIONS OFFERED
                       TABLE 238 SOFTWARE AG: PRODUCT LAUNCHES AND ENHANCEMENTS
                       TABLE 239 SOFTWARE AG: DEALS
             14.1.14 HITACHI VANTARA
                       TABLE 240 HITACHI VANTARA: BUSINESS OVERVIEW
                       TABLE 241 HITACHI: SOLUTIONS OFFERED
                       TABLE 242 HITACHI VANTARA: PRODUCT LAUNCHES AND ENHANCEMENTS
                       TABLE 243 HITACHI VANTARA: DEALS
             14.1.15 QLIK
                       TABLE 244 QLIK: BUSINESS OVERVIEW
                       TABLE 245 QLIK: SOLUTIONS OFFERED
                       TABLE 246 QLIK: PRODUCT LAUNCHES AND ENHANCEMENTS
                       TABLE 247 QLIK: DEALS
             14.1.16 TIBCO
                       TABLE 248 TIBCO: BUSINESS OVERVIEW
                       TABLE 249 TIBCO: SOLUTIONS OFFERED
                       TABLE 250 TIBCO: PRODUCT LAUNCHES AND ENHANCEMENTS
                       TABLE 251 TIBCO: DEALS
             14.1.17 HEVO DATA
                       TABLE 252 HEVO DATA: BUSINESS OVERVIEW
                       TABLE 253 HEVO DATA: SOLUTIONS OFFERED
                       TABLE 254 HEVO DATA: DEALS
             14.1.18 ADEPTIA
             14.1.19 SNAPLOGIC
             14.1.20 K2VIEW
             14.1.21 PRECISELY
             14.1.22 TAPCLICKS
             14.1.23 RIVERY.IO
     14.2 STARTUP/SME PLAYERS
             14.2.1 GATHR
             14.2.2 CONFLUENT
             14.2.3 ESTUARY FLOW
             14.2.4 BLENDO
             14.2.5 INTEGRATE.IO
             14.2.6 FIVETRAN

*Details on Business Overview, Solutions offered, Recent Developments, and MnM View (Key strengths/Right to Win, Strategic Choices Made, and Weaknesses and Competitive Threats) might not be captured in case of unlisted companies.

15 ADJACENT AND RELATED MARKETS (Page No. - 269)
     15.1 INTRODUCTION
     15.2 DATA INTEGRATION MARKET—GLOBAL FORECAST TO 2026
             15.2.1 MARKET DEFINITION
             15.2.2 MARKET OVERVIEW
             15.2.3 DATA INTEGRATION MARKET, BY COMPONENT
                       TABLE 255 DATA INTEGRATION MARKET, BY COMPONENT, 2015–2020 (USD MILLION)
                       TABLE 256 DATA INTEGRATION MARKET, BY COMPONENT, 2021–2026 (USD MILLION)
             15.2.4 DATA INTEGRATION MARKET, BY APPLICATION
                       TABLE 257 DATA INTEGRATION MARKET, BY BUSINESS APPLICATION, 2015–2020 (USD MILLION)
                       TABLE 258 DATA INTEGRATION MARKET, BY BUSINESS APPLICATION, 2021–2026 (USD MILLION)
             15.2.5 DATA INTEGRATION MARKET, BY DEPLOYMENT MODEL
                       TABLE 259 DATA INTEGRATION MARKET, BY DEPLOYMENT MODEL, 2015–2020 (USD MILLION)
                       TABLE 260 DATA INTEGRATION MARKET, BY DEPLOYMENT MODEL, 2021–2026 (USD MILLION)
             15.2.6 DATA INTEGRATION MARKET, BY ORGANIZATION SIZE
                       TABLE 261 DATA INTEGRATION MARKET, BY ORGANIZATION SIZE, 2015–2020 (USD MILLION)
                       TABLE 262 DATA INTEGRATION MARKET, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION)
             15.2.7 DATA INTEGRATION MARKET, BY VERTICAL
                       TABLE 263 DATA INTEGRATION MARKET, BY VERTICAL, 2015–2020 (USD MILLION)
                       TABLE 264 DATA INTEGRATION MARKET, BY VERTICAL, 2021–2026 (USD MILLION)
             15.2.8 DATA INTEGRATION MARKET, BY REGION
                       TABLE 265 DATA INTEGRATION MARKET, BY REGION, 2015–2020 (USD MILLION)
                       TABLE 266 DATA INTEGRATION MARKET, BY REGION, 2021–2026 (USD MILLION)
     15.3 BIG DATA MARKET—GLOBAL FORECAST TO 2026
             15.3.1 MARKET DEFINITION
             15.3.2 MARKET OVERVIEW
                       TABLE 267 BIG DATA MARKET SIZE AND GROWTH RATE, 2016–2020 (USD MILLION, Y-O-Y)
                       TABLE 268 BIG DATA MARKET SIZE AND GROWTH RATE, 2021–2026 (USD MILLION, Y-O-Y)
             15.3.3 BIG DATA MARKET, BY COMPONENT
                       TABLE 269 BIG DATA MARKET, BY COMPONENT, 2016–2020 (USD MILLION)
                       TABLE 270 BIG DATA MARKET, BY COMPONENT, 2021–2026 (USD MILLION)
             15.3.4 BIG DATA MARKET, BY BUSINESS FUNCTION
                       TABLE 271 BIG DATA MARKET, BY BUSINESS FUNCTION, 2016–2020 (USD MILLION)
                       TABLE 272 BIG DATA MARKET, BY BUSINESS FUNCTION, 2021–2026 (USD MILLION)
             15.3.5 BIG DATA MARKET, BY ORGANIZATION SIZE
                       TABLE 273 BIG DATA MARKET, BY ORGANIZATION SIZE, 2016–2020 (USD MILLION)
                       TABLE 274 BIG DATA MARKET, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION)
             15.3.6 BIG DATA MARKET, BY DEPLOYMENT MODE
                       TABLE 275 BIG DATA MARKET, BY DEPLOYMENT MODE, 2016–2020 (USD MILLION)
                       TABLE 276 BIG DATA MARKET, BY DEPLOYMENT MODE, 2021–2026 (USD MILLION)
             15.3.7 BIG DATA MARKET, BY VERTICAL
                       TABLE 277 BIG DATA MARKET, BY INDUSTRY VERTICAL, 2016–2020 (USD MILLION)
                       TABLE 278 BIG DATA MARKET, BY INDUSTRY VERTICAL, 2021–2026 (USD MILLION)
             15.3.8 BIG DATA MARKET, BY REGION
                       TABLE 279 BIG DATA MARKET, BY REGION, 2016–2020 (USD MILLION)
                       TABLE 280 BIG DATA MARKET, BY REGION, 2021–2026 (USD MILLION)

16 APPENDIX (Page No. - 280)
     16.1 DISCUSSION GUIDE
     16.2 KNOWLEDGESTORE: MARKETSANDMARKETS’ SUBSCRIPTION PORTAL
     16.3 CUSTOMIZATION OPTIONS
     16.4 RELATED REPORTS
     16.5 AUTHOR DETAILS