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 • On-premise - Market size and forecast 2018-2023 • Cloud - Market size and forecast 2018-2023 • Market opportunity by deployment PART 07: CUSTOMER LANDSCAPE PART 08: MARKET SEGMENTATION BY END-USER • Market segmentation by end-user • Comparison by end-user • Manufacturing - Market size and forecast 2018-2023 • Energy and utilities - Market size and forecast 2018-2023 • Aerospace and defense - Market size and forecast 2018-2023 • Automotive - Market size and forecast 2018-2023 • Healthcare - Market size and forecast 2018-2023 • Other end-users - Market size and forecast 2018-2023 • Market opportunity by end-user PART 09: 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 • MEA - Market size and forecast 2018-2023 • South America - Market size and forecast 2018-2023 • Key leading countries • Market opportunity PART 10: DECISION FRAMEWORK PART 11: DRIVERS AND CHALLENGES • Market drivers • Market challenges PART 12: MARKET TRENDS • Use of AI in digital twin • Increasing traction in the healthcare sector • Emergence of process twins PART 13: VENDOR LANDSCAPE • Overview • Landscape disruption PART 14: VENDOR ANALYSIS • Vendors covered • Vendor classification • Market positioning of vendors • General Electric Co. • IBM Corp. • Microsoft Corp. • PTC Inc. • Siemens AG PART 15: APPENDIX • Research methodology • List of abbreviations • Definition of market positioning of vendors PART 16: EXPLORE TECHNAVIO   Exhibit 01: Product offerings by Vendors Exhibit 02: Global information technology (IT) spending market Exhibit 03: Segments of global information technology (IT) spending 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: Deployment - Market share 2018-2023 (%) Exhibit 19: Comparison by deployment Exhibit 20: On-premise - Market size and forecast 2018-2023 ($ millions) Exhibit 21: On-premise - Year-over-year growth 2019-2023 (%) Exhibit 22: Cloud - Market size and forecast 2018-2023 ($ millions) Exhibit 23: Cloud - Year-over-year growth 2019-2023 (%) Exhibit 24: Market opportunity by deployment Exhibit 25: Customer landscape Exhibit 26: End-user - Market share 2018-2023 (%) Exhibit 27: Comparison by end-user Exhibit 28: Manufacturing - Market size and forecast 2018-2023 ($ millions) Exhibit 29: Manufacturing - Year-over-year growth 2019-2023 (%) Exhibit 30: Energy and utilities - Market size and forecast 2018-2023 ($ millions) Exhibit 31: Energy and utilities - Year-over-year growth 2019-2023 (%) Exhibit 32: Aerospace and defense - Market size and forecast 2018-2023 ($ millions) Exhibit 33: Aerospace and defense - Year-over-year growth 2019-2023 (%) Exhibit 34: Automotive - Market size and forecast 2018-2023 ($ millions) Exhibit 35: Automotive - Year-over-year growth 2019-2023 (%) Exhibit 36: Healthcare - Market size and forecast 2018-2023 ($ millions) Exhibit 37: Healthcare - Year-over-year growth 2019-2023 (%) Exhibit 38: Other end-users - Market size and forecast 2018-2023 ($ millions) Exhibit 39: Other end-users - Year-over-year growth 2019-2023 (%) Exhibit 40: Market opportunity by end-user Exhibit 41: Market share by geography 2018-2023 (%) Exhibit 42: Geographic comparison Exhibit 43: North America - Market size and forecast 2018-2023 ($ millions) Exhibit 44: North America - Year-over-year growth 2019-2023 (%) Exhibit 45: Europe - Market size and forecast 2018-2023 ($ millions) Exhibit 46: Europe - Year-over-year growth 2019-2023 (%) Exhibit 47: APAC - Market size and forecast 2018-2023 ($ millions) Exhibit 48: APAC - Year-over-year growth 2019-2023 (%) Exhibit 49: MEA - Market size and forecast 2018-2023 ($ millions) Exhibit 50: MEA - Year-over-year growth 2019-2023 (%) Exhibit 51: South America - Market size and forecast 2018-2023 ($ millions) Exhibit 52: South America - Year-over-year growth 2019-2023 (%) Exhibit 53: Key leading countries Exhibit 54: Market opportunity Exhibit 55: Impact of drivers and challenges Exhibit 56: Vendor landscape Exhibit 57: Landscape disruption Exhibit 58: Vendors covered Exhibit 59: Vendor classification Exhibit 60: Market positioning of vendors Exhibit 61: General Electric Co. - Vendor overview Exhibit 62: General Electric Co. - Product segments Exhibit 63: General Electric Co. - Organizational developments Exhibit 64: General Electric Co. - Geographic focus Exhibit 65: General Electric Co. - Segment focus Exhibit 66: General Electric Co. - Key offerings Exhibit 67: IBM Corp. - Vendor overview Exhibit 68: IBM Corp. - Business segments Exhibit 69: IBM Corp. - Organizational developments Exhibit 70: IBM Corp. - Geographic focus Exhibit 71: IBM Corp. - Segment focus Exhibit 72: IBM Corp. - Key offerings Exhibit 73: Microsoft Corp. - Vendor overview Exhibit 74: Microsoft Corp. - Business segments Exhibit 75: Microsoft Corp. - Organizational developments Exhibit 76: Microsoft Corp. - Segment focus Exhibit 77: Microsoft Corp. - Key offerings Exhibit 78: PTC Inc. - Vendor overview Exhibit 79: PTC Inc. - Business segments Exhibit 80: PTC Inc. - Organizational developments Exhibit 81: PTC Inc. - Geographic focus Exhibit 82: PTC Inc. - Segment focus Exhibit 83: PTC Inc. - Key offerings Exhibit 84: Siemens AG - Vendor overview Exhibit 85: Siemens AG - Business segments Exhibit 86: Siemens AG - Organizational developments Exhibit 87: Siemens AG - Geographic focus Exhibit 88: Siemens AG - Segment focus Exhibit 89: Siemens AG - Key offerings Exhibit 90: Validation techniques employed for market sizing Exhibit 91: Definition of market positioning of vendors

General Electric Co., IBM Corp., Microsoft Corp., PTC Inc., and Siemens AG.