PART 01: EXECUTIVE SUMMARY PART 02: SCOPE OF THE REPORT • 2.1 Preface • 2.2 Preface • 2.3 Currency conversion rates for US$ 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 • Manufacturing - Market size and forecast 2018-2023 • Telecom and IT - Market size and forecast 2018-2023 • BFSI - Market size and forecast 2018-2023 • Transportation - Market size and forecast 2018-2023 • Retail - Market size and forecast 2018-2023 • Other end-users - Market size and forecast 2018-2023 • Market opportunity by end-user PART 07: CUSTOMER LANDSCAPE PART 08: GEOGRAPHIC LANDSCAPE • Geographic segmentation • Geographic comparison • North America - Market size and forecast 2018-2023 • Europe - Market size and forecast 2018-2023 • APAC - Market size and forecast 2018-2023 • South America - Market size and forecast 2018-2023 • MEA - Market size and forecast 2018-2023 • Key leading countries • Market opportunity PART 09: DRIVERS AND CHALLENGES • Market drivers • Market challenges PART 10: MARKET TRENDS • Cloud-based operational analytics • AI-based operational analytics • Growing number of acquisitions and partnerships PART 11: VENDOR LANDSCAPE • Overview • Landscape disruption PART 12: VENDOR ANALYSIS • Vendors covered • Vendor classification • Market positioning of vendors • Hewlett Packard Enterprise Development LP • IBM Corp. • Oracle Corp. • SAP SE • SAS Institute Inc. PART 13: APPENDIX • Research methodology • List of abbreviations • Definition of market positioning of vendors PART 14: EXPLORE TECHNAVIO   Exhibit 01: Product offerings of vendors Exhibit 02: Global information technology (IT) software market Exhibit 03: Segments of global information technology (IT) software market Exhibit 04: Market characteristics Exhibit 05: Market segments Exhibit 06: Market definition - Inclusions and exclusions checklist Exhibit 07: Market size 2018 Exhibit 08: Global market: Size and forecast 2018-2023 ($ millions) Exhibit 09: Global market: Year-over-year growth 2019-2023 (%) Exhibit 10: Five forces analysis 2018 Exhibit 11: Five forces analysis 2023 Exhibit 12: Bargaining power of buyers Exhibit 13: Bargaining power of suppliers Exhibit 14: Threat of new entrants Exhibit 15: Threat of substitutes Exhibit 16: Threat of rivalry Exhibit 17: Market condition - Five forces 2018 Exhibit 18: End-user - Market share 2018-2023 (%) Exhibit 19: Comparison by end-user Exhibit 20: Manufacturing - Market size and forecast 2018-2023 ($ millions) Exhibit 21: Manufacturing - Year-over-year growth 2019-2023 (%) Exhibit 22: Telecom and IT - Market size and forecast 2018-2023 ($ millions) Exhibit 23: Telecom and IT - Year-over-year growth 2019-2023 (%) Exhibit 24: BFSI - Market size and forecast 2018-2023 ($ millions) Exhibit 25: BFSI - Year-over-year growth 2019-2023 (%) Exhibit 26: Transportation - Market size and forecast 2018-2023 ($ millions) Exhibit 27: Transportation - Year-over-year growth 2019-2023 (%) Exhibit 28: Retail - Market size and forecast 2018-2023 ($ millions) Exhibit 29: Retail - Year-over-year growth 2019-2023 (%) Exhibit 30: Other end-users - Market size and forecast 2018-2023 ($ millions) Exhibit 31: Other end-users - Year-over-year growth 2019-2023 (%) Exhibit 32: Market opportunity by end-user Exhibit 33: Customer landscape Exhibit 34: Market share by geography 2018-2023 (%) Exhibit 35: Geographic comparison Exhibit 36: North America - Market size and forecast 2018-2023 ($ millions) Exhibit 37: North America - Year-over-year growth 2019-2023 (%) Exhibit 38: Europe - Market size and forecast 2018-2023 ($ millions) Exhibit 39: Europe - Year-over-year growth 2019-2023 (%) Exhibit 40: APAC - Market size and forecast 2018-2023 ($ millions) Exhibit 41: APAC - Year-over-year growth 2019-2023 (%) Exhibit 42: South America - Market size and forecast 2018-2023 ($ millions) Exhibit 43: South America - Year-over-year growth 2019-2023 (%) Exhibit 44: MEA - Market size and forecast 2018-2023 ($ millions) Exhibit 45: MEA - Year-over-year growth 2019-2023 (%) Exhibit 46: Key leading countries Exhibit 47: Market opportunity Exhibit 48: Impact of drivers and challenges Exhibit 49: Vendor landscape Exhibit 50: Landscape disruption Exhibit 51: Vendors covered Exhibit 52: Vendor classification Exhibit 53: Market positioning of vendors Exhibit 54: Hewlett Packard Enterprise Development LP - Vendor overview Exhibit 55: Hewlett Packard Enterprise Development LP - Business segments Exhibit 56: Hewlett Packard Enterprise Development LP - Organizational developments Exhibit 57: Hewlett Packard Enterprise Development LP - Geographic focus Exhibit 58: Hewlett Packard Enterprise Development LP - Segment focus Exhibit 59: Hewlett Packard Enterprise Development LP - Key offerings Exhibit 60: IBM Corp. - Vendor overview Exhibit 61: IBM Corp. - Business segments Exhibit 62: IBM Corp. - Organizational developments Exhibit 63: IBM Corp. - Geographic focus Exhibit 64: IBM Corp. - Segment focus Exhibit 65: IBM Corp. - Key offerings Exhibit 66: Oracle Corp. - Vendor overview Exhibit 67: Oracle Corp. - Business segments Exhibit 68: Oracle Corp. - Organizational developments Exhibit 69: Oracle Corp. - Geographic focus Exhibit 70: Oracle Corp. - Segment focus Exhibit 71: Oracle Corp. - Key offerings Exhibit 72: SAP SE - Vendor overview Exhibit 73: SAP SE - Business segments Exhibit 74: SAP SE - Organizational developments Exhibit 75: SAP SE - Geographic focus Exhibit 76: SAP SE - Segment focus Exhibit 77: SAP SE - Key offerings Exhibit 78: SAS Institute Inc. - Vendor overview Exhibit 79: SAS Institute Inc. - Organizational developments Exhibit 80: SAS Institute Inc. - Key offerings Exhibit 81: Validation techniques employed for market sizing Exhibit 82: Definition of market positioning of vendors

Hewlett Packard Enterprise Development LP, IBM Corp., Oracle Corp., SAP SE, and SAS Institute Inc.