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 DEPLOYMENT • Market segmentation by deployment • Comparison by deployment • Cloud - Market size and forecast 2018-2023 • On-premise - Market size and forecast 2018-2023 • Market opportunity by deployment 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 • ML in predictive analytics • Increasing use of IoT and need for real-time data analysis • Growing number of acquisitions and partnerships PART 11: VENDOR LANDSCAPE • Overview • Landscape disruption • Competitive scenario PART 12: VENDOR ANALYSIS • Vendors covered • Vendor classification • Market positioning of vendors • Alteryx Inc. • CGI Inc. • Fair Isaac Corp. • IBM Corp. • Microsoft Corp. • Oracle Corp. • SAP SE • SAS Institute Inc. • The MathWorks Inc. • TIBCO Software Inc. PART 13: APPENDIX • Research methodology • List of abbreviations • Definition of market positioning of vendors   Exhibit 01: Vendors: Key offerings 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 characteristics analysis Exhibit 06: Market segments Exhibit 07: Market definition - Inclusions and exclusions checklist Exhibit 08: Market size 2018 Exhibit 09: Global market: Size and forecast 2018-2023 ($ millions) Exhibit 10: Global 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: Deployment - Market share 2018-2023 (%) Exhibit 20: Comparison by deployment Exhibit 21: Cloud - Market size and forecast 2018-2023 ($ millions) Exhibit 22: Cloud - Year-over-year growth 2019-2023 (%) Exhibit 23: On-premise - Market size and forecast 2018-2023 ($ millions) Exhibit 24: On-premise - Year-over-year growth 2019-2023 (%) Exhibit 25: Market opportunity by deployment Exhibit 26: Customer landscape Exhibit 27: Customer landscape analysis Exhibit 28: Market share by geography 2018-2023 (%) Exhibit 29: Geographic comparison Exhibit 30: North America - Market size and forecast 2018-2023 ($ millions) Exhibit 31: North America - Year-over-year growth 2019-2023 (%) Exhibit 32: Europe - Market size and forecast 2018-2023 ($ millions) Exhibit 33: Europe - Year-over-year growth 2019-2023 (%) Exhibit 34: APAC - Market size and forecast 2018-2023 ($ millions) Exhibit 35: APAC - Year-over-year growth 2019-2023 (%) Exhibit 36: South America - Market size and forecast 2018-2023 ($ millions) Exhibit 37: South America - Year-over-year growth 2019-2023 (%) Exhibit 38: MEA - Market size and forecast 2018-2023 ($ millions) Exhibit 39: MEA - Year-over-year growth 2019-2023 (%) Exhibit 40: Key leading countries Exhibit 41: Market opportunity Exhibit 42: Decision framework Exhibit 43: Impact of drivers and challenges Exhibit 44: Vendor landscape Exhibit 45: Landscape disruption Exhibit 46: Vendor landscape analysis Exhibit 47: Vendors covered Exhibit 48: Vendor classification Exhibit 49: Market positioning of vendors Exhibit 50: Alteryx Inc. - Vendor overview Exhibit 51: Alteryx Inc. - Product segments Exhibit 52: Alteryx Inc. - Organizational developments Exhibit 53: Alteryx Inc. - Geographic focus Exhibit 54: Alteryx Inc. - Key offerings Exhibit 55: CGI Inc. - Vendor overview Exhibit 56: CGI Inc. - Service segments Exhibit 57: CGI Inc. - Organizational developments Exhibit 58: CGI Inc. - Segment focus Exhibit 59: CGI Inc. - Key offerings Exhibit 60: Fair Isaac Corp. - Vendor overview Exhibit 61: Fair Isaac Corp. - Business segments Exhibit 62: Fair Isaac Corp. - Organizational developments Exhibit 63: Fair Isaac Corp. - Geographic focus Exhibit 64: Fair Isaac Corp. - Segment focus Exhibit 65: Fair Isaac Corp. - Key offerings Exhibit 66: IBM Corp. - Vendor overview Exhibit 67: IBM Corp. - Business segments Exhibit 68: IBM Corp. - Organizational developments Exhibit 69: IBM Corp. - Geographic focus Exhibit 70: IBM Corp. - Segment focus Exhibit 71: IBM Corp. - Key offerings Exhibit 72: Microsoft Corp. - Vendor overview Exhibit 73: Microsoft Corp. - Business segments Exhibit 74: Microsoft Corp. - Organizational developments Exhibit 75: Microsoft Corp. - Geographic focus Exhibit 76: Microsoft Corp. - Segment focus Exhibit 77: Microsoft Corp. - Key offerings Exhibit 78: Oracle Corp. - Vendor overview Exhibit 79: Oracle Corp. - Business segments Exhibit 80: Oracle Corp. - Organizational developments Exhibit 81: Oracle Corp. - Geographic focus Exhibit 82: Oracle Corp. - Segment focus Exhibit 83: Oracle Corp. - Key offerings Exhibit 84: SAP SE - Vendor overview Exhibit 85: SAP SE - Business segments Exhibit 86: SAP SE - Organizational developments Exhibit 87: SAP SE - Geographic focus Exhibit 88: SAP SE - Segment focus Exhibit 89: SAP SE - Key offerings Exhibit 90: SAS Institute Inc. - Vendor overview Exhibit 91: SAS Institute Inc. - Product segments Exhibit 92: SAS Institute Inc. - Organizational developments Exhibit 93: SAS Institute Inc. - Key offerings Exhibit 94: The MathWorks Inc. - Vendor overview Exhibit 95: The MathWorks Inc. - Product segments Exhibit 96: The MathWorks Inc. - Organizational developments Exhibit 97: The MathWorks Inc. - Key offerings Exhibit 98: TIBCO Software Inc. - Vendor overview Exhibit 99: TIBCO Software Inc. - Product segments Exhibit 100: TIBCO Software Inc. - Organizational developments Exhibit 101: TIBCO Software Inc. - Key offerings Exhibit 102: Validation techniques employed for market sizing Exhibit 103: List of abbreviations Exhibit 104: Definition of market positioning of vendors

Alteryx Inc., CGI Inc., Fair Isaac Corp., IBM Corp., Microsoft Corp., Oracle Corp., SAP SE, SAS Institute Inc., The MathWorks Inc., and TIBCO Software Inc.