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 • Retail - Market size and forecast 2018-2023 • Banking - Market size and forecast 2018-2023 • Manufacturing - 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 • 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: DECISION FRAMEWORK PART 10: DRIVERS AND CHALLENGES • Market drivers • Market challenges PART 11: MARKET TRENDS • Increase in cloud-based AI services • Narrow AI • Alternative solutions to GPU for accelerating AI workloads • Professional services will benefit from AI PART 12: VENDOR LANDSCAPE • Overview • Landscape disruption PART 13: VENDOR ANALYSIS • Vendors covered • Vendor classification • Market positioning of vendors • Google LLC • IBM • Intel Corporation • Microsoft • NVIDIA Corporation PART 14: APPENDIX • Research methodology • List of abbreviations PART 15: EXPLORE TECHNAVIO   Exhibit 01: Global information technology (IT) spending market Exhibit 02: Segments of global information technology (IT) spending market Exhibit 03: Market characteristics Exhibit 04: Market segments Exhibit 05: Market definition - Inclusions and exclusions checklist Exhibit 06: Market size 2018 Exhibit 07: Global market: Size and forecast 2018-2023 ($ millions) Exhibit 08: Global market: Year-over-year growth 2019-2023 (%) Exhibit 09: Five forces analysis 2018 Exhibit 10: Five forces analysis 2023 Exhibit 11: Bargaining power of buyers Exhibit 12: Bargaining power of suppliers Exhibit 13: Threat of new entrants Exhibit 14: Threat of substitutes Exhibit 15: Threat of rivalry Exhibit 16: Market condition - Five forces 2018 Exhibit 17: End-user - Market share 2018-2023 (%) Exhibit 18: Comparison by end-user Exhibit 19: Retail - Market size and forecast 2018-2023 ($ millions) Exhibit 20: Retail - Year-over-year growth 2019-2023 (%) Exhibit 21: Banking - Market size and forecast 2018-2023 ($ millions) Exhibit 22: Banking - Year-over-year growth 2019-2023 (%) Exhibit 23: Manufacturing - Market size and forecast 2018-2023 ($ millions) Exhibit 24: Manufacturing - Year-over-year growth 2019-2023 (%) Exhibit 25: Healthcare - Market size and forecast 2018-2023 ($ millions) Exhibit 26: Healthcare - Year-over-year growth 2019-2023 (%) Exhibit 27: Others - Market size and forecast 2018-2023 ($ millions) Exhibit 28: Others - Year-over-year growth 2019-2023 (%) Exhibit 29: Market opportunity by end-user Exhibit 30: Customer landscape Exhibit 31: Market share by geography 2018-2023 (%) Exhibit 32: Geographic comparison Exhibit 33: North America - Market size and forecast 2018-2023 ($ millions) Exhibit 34: North America - Year-over-year growth 2019-2023 (%) Exhibit 35: Europe - Market size and forecast 2018-2023 ($ millions) Exhibit 36: Europe - Year-over-year growth 2019-2023 (%) Exhibit 37: APAC - Market size and forecast 2018-2023 ($ millions) Exhibit 38: APAC - Year-over-year growth 2019-2023 (%) Exhibit 39: South America - Market size and forecast 2018-2023 ($ millions) Exhibit 40: South America - Year-over-year growth 2019-2023 (%) Exhibit 41: MEA - Market size and forecast 2018-2023 ($ millions) Exhibit 42: MEA - Year-over-year growth 2019-2023 (%) Exhibit 43: Key leading countries Exhibit 44: Market opportunity Exhibit 45: Impact of drivers and challenges Exhibit 46: Vendor landscape Exhibit 47: Landscape disruption Exhibit 48: Vendors covered Exhibit 49: Vendor classification Exhibit 50: Market positioning of vendors Exhibit 51: Google LLC - Vendor overview Exhibit 52: Google LLC - Organizational developments Exhibit 53: Google LLC - Contracts information Exhibit 54: Google LLC - Key offerings Exhibit 55: IBM - Vendor overview Exhibit 56: IBM - Business segments Exhibit 57: IBM - Organizational developments Exhibit 58: IBM - Contracts information Exhibit 59: IBM - Contracts information Exhibit 60: IBM - Geographic focus Exhibit 61: IBM - Segment focus Exhibit 62: IBM - Key offerings Exhibit 63: Intel Corporation - Vendor overview Exhibit 64: Intel Corporation - Business segments Exhibit 65: Intel Corporation - Organizational developments Exhibit 66: Intel Corporation - Geographic focus Exhibit 67: Intel Corporation - Segment focus Exhibit 68: Intel Corporation - Key offerings Exhibit 69: Microsoft - Vendor overview Exhibit 70: Microsoft - Business segments Exhibit 71: Microsoft - Organizational developments Exhibit 72: Microsoft - Contracts information Exhibit 73: Microsoft - Geographic focus Exhibit 74: Microsoft - Segment focus Exhibit 75: Microsoft - Key offerings Exhibit 76: NVIDIA Corporation - Vendor overview Exhibit 77: NVIDIA Corporation - Business segments Exhibit 78: NVIDIA Corporation - Organizational developments Exhibit 79: NVIDIA Corporation - Contracts information Exhibit 80: NVIDIA Corporation - Geographic focus Exhibit 81: NVIDIA Corporation - Segment focus Exhibit 82: NVIDIA Corporation - Key offerings Exhibit 83: Validation techniques employed for market sizing

Google LLC IBM Intel Corporation Microsoft NVIDIA Corporation