PART 01: EXECUTIVE SUMMARY PART 02: SCOPE OF THE REPORT PART 03: MARKET LANDSCAPE • Market ecosystem • Market characteristics • Market segmentation analysis PART 04: MARKET SIZING • Market definition • Market sizing 2018 • Market size and forecast 2018-2023 PART 05: FIVE FORCES ANALYSIS • Bargaining power of buyers • Bargaining power of suppliers • Threat of new entrants • Threat of substitutes • Threat of rivalry • Market condition PART 06: MARKET SEGMENTATION BY END-USER • Market segmentation by end-user • Comparison by end-user • BFSI - Market size and forecast 2018-2023 • Telecommunication - Market size and forecast 2018-2023 • Retail - Market size and forecast 2018-2023 • Healthcare - Market size and forecast 2018-2023 • Others - Market size and forecast 2018-2023 • Market opportunity by end-user PART 07: CUSTOMER LANDSCAPE PART 08: GEOGRAPHIC LANDSCAPE • Geographic segmentation • Geographic comparison • China - Market size and forecast 2018-2023 • Japan - Market size and forecast 2018-2023 • Australia - Market size and forecast 2018-2023 • Rest of Asia - Market size and forecast 2018-2023 • Market opportunity PART 09: MARKET SEGMENTATION BY DEPLOYMENT TYPE • Market segmentation by deployment type • Comparison by deployment type • On-premises - Market size and forecast 2018-2023 • Cloud-based - Market size and forecast 2018-2023 • Market opportunity by deployment type PART 10: DRIVERS AND CHALLENGES • Market drivers • Market challenges PART 11: MARKET TRENDS • ML algorithms augmenting data quality tool efficiency • AI helps improve data quality • Use of analytics enhancing the efficiency of data quality tools PART 12: VENDOR LANDSCAPE • Overview • Landscape disruption PART 13: VENDOR ANALYSIS • Vendors covered • Vendor classification • Market positioning of vendors • IBM • Informatica • Oracle • SAS Institute • Talend PART 14: APPENDIX • Research methodology • List of abbreviations   Exhibit 01: Preface Exhibit 02: Preface Exhibit 03: Global IT software market Exhibit 04: Segments of global it software market Exhibit 05: Market characteristics Exhibit 06: Market segments Exhibit 07: Market definition - Inclusions and exclusions checklist Exhibit 08: Market size 2018 Exhibit 09: Regional market: Size and forecast 2018-2023 ($ millions) Exhibit 10: Regional market: Year-over-year growth 2019-2023 (%) Exhibit 11: Five forces analysis 2018 Exhibit 12: Five forces analysis 2023 Exhibit 13: Bargaining power of buyers Exhibit 14: Bargaining power of suppliers Exhibit 15: Threat of new entrants Exhibit 16: Threat of substitutes Exhibit 17: Threat of rivalry Exhibit 18: Market condition - Five forces 2018 Exhibit 19: Product - Market share 2018-2023 (%) Exhibit 20: Comparison by end-user Exhibit 21: BFSI - Market size and forecast 2018-2023 ($ millions) Exhibit 22: BFSI - Year-over-year growth 2019-2023 (%) Exhibit 23: Telecommunication - Market size and forecast 2018-2023 ($ millions) Exhibit 24: Telecommunication - Year-over-year growth 2019-2023 (%) Exhibit 25: Retail - Market size and forecast 2018-2023 ($ millions) Exhibit 26: Retail - Year-over-year growth 2019-2023 (%) Exhibit 27: Healthcare - Market size and forecast 2018-2023 ($ millions) Exhibit 28: Healthcare - Year-over-year growth 2019-2023 (%) Exhibit 29: Others - Market size and forecast 2018-2023 ($ millions) Exhibit 30: Others - Year-over-year growth 2019-2023 (%) Exhibit 31: Market opportunity by end-user Exhibit 32: Customer landscape Exhibit 33: Market share by geography 2018-2023 (%) Exhibit 34: Geographic comparison Exhibit 35: China - Market size and forecast 2018-2023 ($ millions) Exhibit 36: China - Year-over-year growth 2019-2023 (%) Exhibit 37: Japan - Market size and forecast 2018-2023 ($ millions) Exhibit 38: Japan - Year-over-year growth 2019-2023 (%) Exhibit 39: Australia - Market size and forecast 2018-2023 ($ millions) Exhibit 40: Australia - Year-over-year growth 2019-2023 (%) Exhibit 41: Rest of Asia - Market size and forecast 2018-2023 ($ millions) Exhibit 42: Rest of Asia - Year-over-year growth 2019-2023 (%) Exhibit 43: Market opportunity Exhibit 44: Deployment type - Market share 2018-2023 (%) Exhibit 45: Comparison by deployment type Exhibit 46: On-premises - Market size and forecast 2018-2023 ($ millions) Exhibit 47: On-premises - Year-over-year growth 2019-2023 (%) Exhibit 48: Cloud-based - Market size and forecast 2018-2023 ($ millions) Exhibit 49: Cloud-based - Year-over-year growth 2019-2023 (%) Exhibit 50: Market opportunity by deployment type Exhibit 51: Decision framework Exhibit 52: Impact of drivers and challenges Exhibit 53: Vendor landscape Exhibit 54: Landscape disruption Exhibit 55: Vendors covered Exhibit 56: Vendor classification Exhibit 57: Market positioning of vendors Exhibit 58: IBM - Vendor overview Exhibit 59: IBM - Business segments Exhibit 60: IBM - Organizational developments Exhibit 61: IBM - Geographic focus Exhibit 62: IBM - Segment focus Exhibit 63: IBM - Key offerings Exhibit 64: Informatica - Vendor overview Exhibit 65: Informatica - Product segments Exhibit 66: Informatica - Organizational developments Exhibit 67: Informatica - Key offerings Exhibit 68: Oracle - Vendor overview Exhibit 69: Oracle - Business segments Exhibit 70: Oracle - Organizational developments Exhibit 71: Oracle - Geographic focus Exhibit 72: Oracle - Key offerings Exhibit 73: SAS Institute - Vendor overview Exhibit 74: SAS Institute - Product segments Exhibit 75: SAS Institute - Organizational developments Exhibit 76: SAS Institute - Geographic focus Exhibit 77: SAS Institute - Key offerings Exhibit 78: Talend - Vendor overview Exhibit 79: Talend - Business segments Exhibit 80: Talend - Organizational developments Exhibit 81: Talend - Geographic focus Exhibit 82: Talend - Segment focus Exhibit 83: Talend - Key offerings Exhibit 84: Validation techniques employed for market sizing Exhibit 85: List of abbreviations  

IBM Informatica Oracle SAS Institute Talend