• 1. Executive Summary
o 1.1 Market Overview
o Exhibit 01: Key Finding 1
o Exhibit 02: Key Finding 2
o Exhibit 03: Key Finding 5
o Exhibit 04: Key Finding 6
o Exhibit 05: Key Finding 7
• 2. Market Landscape
o 2.1 Market ecosystem
o Exhibit 06: Parent market
o Exhibit 07: Market characteristics
o 2.2 Value chain analysis
• 3. Market Sizing
o 3.1 Market definition
o Exhibit 08: Offerings of vendors included in the market definition
o 3.2 Market segment analysis
o Exhibit 09: Market segments
o 3.3 Market size 2021
o 3.4 Market outlook: Forecast for 2021 – 2026
o 3.4.1 Estimating growth rates for emerging and high-growth markets
o 3.4.2 Estimating growth rates for mature markets
o Exhibit 10: China – Market size and forecast 2021 – 2026 ($ million)
o Exhibit 11: China market: Year-over-year growth 2021 – 2026 (%)
• 4. Five Forces Analysis
o 4.1 Five Forces Summary
o Exhibit 12: Five forces analysis 2021 & 2026
o 4.2 Bargaining power of buyers
o Exhibit 13: Bargaining power of buyers
o 4.3 Bargaining power of suppliers
o Exhibit 14: Bargaining power of suppliers
o 4.4 Threat of new entrants
o Exhibit 15: Threat of new entrants
o 4.5 Threat of substitutes
o Exhibit 16: Threat of substitutes
o 4.6 Threat of rivalry
o Exhibit 17: Threat of rivalry
o 4.7 Market condition
o Exhibit 18: Market condition – Five forces 2021
• 5 Market Segmentation by End-user
o 5.1 Market segments
o Exhibit 19: End-user – Market share 2021-2026 (%)
o 5.2 Comparison by End-user
o Exhibit 20: Comparison by End-user
o 5.3 Automotive – Market size and forecast 2021-2026
o Exhibit 21: Automotive – Market size and forecast 2021-2026 ($ million)
o Exhibit 22: Automotive – Year-over-year growth 2021-2026 (%)
o 5.4 Retail – Market size and forecast 2021-2026
o Exhibit 23: Retail – Market size and forecast 2021-2026 ($ million)
o Exhibit 24: Retail – Year-over-year growth 2021-2026 (%)
o 5.5 Consumer-packaged goods – Market size and forecast 2021-2026
o Exhibit 25: Consumer-packaged goods – Market size and forecast 2021-2026 ($ million)
o Exhibit 26: Consumer-packaged goods – Year-over-year growth 2021-2026 (%)
o 5.6 Food and beverages – Market size and forecast 2021-2026
o Exhibit 27: Food and beverages – Market size and forecast 2021-2026 ($ million)
o Exhibit 28: Food and beverages – Year-over-year growth 2021-2026 (%)
o 5.7 Others – Market size and forecast 2021-2026
o Exhibit 29: Others – Market size and forecast 2021-2026 ($ million)
o Exhibit 30: Others – Year-over-year growth 2021-2026 (%)
o 5.8 Market opportunity by End-user
o Exhibit 31: Market opportunity by End-user
• 6 Market Segmentation by Component
o 6.1 Market segments
o Exhibit 32: Component – Market share 2021-2026 (%)
o 6.2 Comparison by Component
o Exhibit 33: Comparison by Component
o 6.3 Hardware – Market size and forecast 2021-2026
o Exhibit 34: Hardware – Market size and forecast 2021-2026 ($ million)
o Exhibit 35: Hardware – Year-over-year growth 2021-2026 (%)
o 6.4 Software – Market size and forecast 2021-2026
o Exhibit 36: Software – Market size and forecast 2021-2026 ($ million)
o Exhibit 37: Software – Year-over-year growth 2021-2026 (%)
o 6.5 Services – Market size and forecast 2021-2026
o Exhibit 38: Services – Market size and forecast 2021-2026 ($ million)
o Exhibit 39: Services – Year-over-year growth 2021-2026 (%)
o 6.6 Market opportunity by Component
o Exhibit 40: Market opportunity by Component
• 7. Customer landscape
o 7.1 Overview
o Technavio-s customer landscape matrix comparing Drivers or price sensitivity, Adoption lifecycle, importance in customer price basket, Adoption rate and Key purchase criteria
o Exhibit 41: Customer landscape
• 8. Drivers, Challenges, and Trends
o 8.1 Market drivers
o 8.1.1 Rise in investments and R&D in AI startups
o 8.1.2 Adoption of AI for enhancing consumer services and satisfaction
o 8.1.3 Demand for greater visibility and transparency into supply chain data and processes
o 8.2 Market challenges
o 8.2.1 Shortage of AI technology experts
o 8.2.2 Issues related to data security
o 8.2.3 Complexity in deploying AI technology in supply chain operations
o Exhibit 42: Impact of drivers and challenges
o 8.3 Market trends
o 8.3.1 Increased availability of cloud-based applications
o 8.3.2 Analyzing IoT data faster
o 8.3.3 Increasing number of strategic partnerships and acquisitions
• 9. Vendor Landscape
o 9.1 Overview
o Exhibit 43: Vendor landscape
o 9.2 Vendor Disruption
o Exhibit 44: Landscape disruption
o Exhibit 45: Industry risks
• 10. Vendor Analysis
o 10.1 Vendors covered
o Exhibit 46: Vendors covered
o 10.2 Market positioning of vendors
o Exhibit 47: Market positioning of vendors
o 10.3 Accenture Plc
o Exhibit 48: Accenture Plc – Overview
o Exhibit 49: Accenture Plc – Business segments
o Exhibit 50: Accenture Plc – Key offerings
o Exhibit 51: Accenture Plc – Segment focus
o 10.4 Alphabet Inc.
o Exhibit 52: Alphabet Inc. – Overview
o Exhibit 53: Alphabet Inc. – Business segments
o Exhibit 54: Alphabet Inc. – Key offerings
o Exhibit 55: Alphabet Inc. – Segment focus
o 10.5 Dynamo management Co. LLC
o Exhibit 56: Dynamo management Co. LLC – Overview
o Exhibit 57: Dynamo management Co. LLC – Product and service
o Exhibit 58: Dynamo management Co. LLC – Key offerings
o 10.6 General Electric Co.
o Exhibit 59: General Electric Co. – Overview
o Exhibit 60: General Electric Co. – Business segments
o Exhibit 61: General Electric Co. – Key offerings
o Exhibit 62: General Electric Co. – Segment focus
o 10.7 International Business Machines Corp.
o Exhibit 63: International Business Machines Corp. – Overview
o Exhibit 64: International Business Machines Corp. – Business segments
o Exhibit 65: International Business Machines Corp. – Key offerings
o Exhibit 66: International Business Machines Corp. – Segment focus
o 10.8 Intel Corp.
o Exhibit 67: Intel Corp. – Overview
o Exhibit 68: Intel Corp. – Business segments
o Exhibit 69: Intel Corp. – Key offerings
o Exhibit 70: Intel Corp. – Segment focus
o 10.9 Microsoft Corp.
o Exhibit 71: Microsoft Corp. – Overview
o Exhibit 72: Microsoft Corp. – Business segments
o Exhibit 73: Microsoft Corp. – Key offerings
o Exhibit 74: Microsoft Corp. – Segment focus
o 10.10 NVIDIA Corp.
o Exhibit 75: NVIDIA Corp. – Overview
o Exhibit 76: NVIDIA Corp. – Business segments
o Exhibit 77: NVIDIA Corp. – Key offerings
o Exhibit 78: NVIDIA Corp. – Segment focus
o 10.11 Salesforce.com Inc.
o Exhibit 79: Salesforce.com Inc. – Overview
o Exhibit 80: Salesforce.com Inc. – Product and service
o Exhibit 81: Salesforce.com Inc. – Key offerings
o 10.12 Siemens AG
o Exhibit 82: Siemens AG – Overview
o Exhibit 83: Siemens AG – Business segments
o Exhibit 84: Siemens AG – Key offerings
o Exhibit 85: Siemens AG – Segment focus
• 11. Appendix
o 11.1 Scope of the report
o 11.1.1 Market definition
o 11.1.2 Objectives
o 11.1.3 Notes and caveats
o 11.2 Currency conversion rates for US$
o Exhibit 86: Currency conversion rates for US$
o 11.3 Research Methodology
o Exhibit 87: Research Methodology
o Exhibit 88: Validation techniques employed for market sizing
o Exhibit 89: Information sources
o 11.4 List of abbreviations
o Exhibit 90: List of abbreviations

Exhibits
Exhibits1: Key Finding 1
Exhibits2: Key Finding 2
Exhibits3: Key Finding 5
Exhibits4: Key Finding 6
Exhibits5: Key Finding 7
Exhibits6: Parent market
Exhibits7: Market characteristics
Exhibits8: Offerings of vendors included in the market definition
Exhibits9: Market segments
Exhibits10: Global – Market size and forecast 2021 – 2026 ($ million)
Exhibits11: Global market: Year-over-year growth 2021 – 2026 (%)
Exhibits12: Five forces analysis 2021 & 2026
Exhibits13: Bargaining power of buyers
Exhibits14: Bargaining power of suppliers
Exhibits15: Threat of new entrants
Exhibits16: Threat of substitutes
Exhibits17: Threat of rivalry
Exhibits18: Market condition – Five forces 2021
Exhibits19: End-user – Market share 2021-2026 (%)
Exhibits20: Comparison by End-user
Exhibits21: Automotive – Market size and forecast 2021-2026 ($ million)
Exhibits22: Automotive – Year-over-year growth 2021-2026 (%)
Exhibits23: Retail – Market size and forecast 2021-2026 ($ million)
Exhibits24: Retail – Year-over-year growth 2021-2026 (%)
Exhibits25: Consumer-packaged goods – Market size and forecast 2021-2026 ($ million)
Exhibits26: Consumer-packaged goods – Year-over-year growth 2021-2026 (%)
Exhibits27: Food and beverages – Market size and forecast 2021-2026 ($ million)
Exhibits28: Food and beverages – Year-over-year growth 2021-2026 (%)
Exhibits29: Others – Market size and forecast 2021-2026 ($ million)
Exhibits30: Others – Year-over-year growth 2021-2026 (%)
Exhibits31: Market opportunity by End-user
Exhibits32: Component – Market share 2021-2026 (%)
Exhibits33: Comparison by Component
Exhibits34: Hardware – Market size and forecast 2021-2026 ($ million)
Exhibits35: Hardware – Year-over-year growth 2021-2026 (%)
Exhibits36: Software – Market size and forecast 2021-2026 ($ million)
Exhibits37: Software – Year-over-year growth 2021-2026 (%)
Exhibits38: Services – Market size and forecast 2021-2026 ($ million)
Exhibits39: Services – Year-over-year growth 2021-2026 (%)
Exhibits40: Market opportunity by Component
Exhibits41: Customer landscape
Exhibits42: Impact of drivers and challenges
Exhibits43: Vendor landscape
Exhibits44: Landscape disruption
Exhibits45: Industry risks
Exhibits46: Vendors covered
Exhibits47: Market positioning of vendors
Exhibits48: Accenture Plc – Overview
Exhibits49: Accenture Plc – Business segments
Exhibits50: Accenture Plc – Key offerings
Exhibits51: Accenture Plc – Key customers
Exhibits52: Accenture Plc – Segment focus
Exhibits53: Alphabet Inc. – Overview
Exhibits54: Alphabet Inc. – Business segments
Exhibits55: Alphabet Inc. – Key offerings
Exhibits56: Alphabet Inc. – Key customers
Exhibits57: Alphabet Inc. – Segment focus
Exhibits58: Dynamo management Co. LLC – Overview
Exhibits59: Dynamo management Co. LLC – Product and service
Exhibits60: Dynamo management Co. LLC – Key offerings
Exhibits61: Dynamo management Co. LLC – Key customers
Exhibits62: Dynamo management Co. LLC – Segment focus
Exhibits63: General Electric Co. – Overview
Exhibits64: General Electric Co. – Business segments
Exhibits65: General Electric Co. – Key offerings
Exhibits66: General Electric Co. – Key customers
Exhibits67: General Electric Co. – Segment focus
Exhibits68: International Business Machines Corp. – Overview
Exhibits69: International Business Machines Corp. – Business segments
Exhibits70: International Business Machines Corp. – Key offerings
Exhibits71: International Business Machines Corp. – Key customers
Exhibits72: International Business Machines Corp. – Segment focus
Exhibits73: Intel Corp. – Overview
Exhibits74: Intel Corp. – Business segments
Exhibits75: Intel Corp. – Key offerings
Exhibits76: Intel Corp. – Key customers
Exhibits77: Intel Corp. – Segment focus
Exhibits78: Microsoft Corp. – Overview
Exhibits79: Microsoft Corp. – Business segments
Exhibits80: Microsoft Corp. – Key offerings
Exhibits81: Microsoft Corp. – Key customers
Exhibits82: Microsoft Corp. – Segment focus
Exhibits83: NVIDIA Corp. – Overview
Exhibits84: NVIDIA Corp. – Business segments
Exhibits85: NVIDIA Corp. – Key offerings
Exhibits86: NVIDIA Corp. – Key customers
Exhibits87: NVIDIA Corp. – Segment focus
Exhibits88: Salesforce.com Inc. – Overview
Exhibits89: Salesforce.com Inc. – Product and service
Exhibits90: Salesforce.com Inc. – Key offerings
Exhibits91: Salesforce.com Inc. – Key customers
Exhibits92: Salesforce.com Inc. – Segment focus
Exhibits93: Siemens AG – Overview
Exhibits94: Siemens AG – Business segments
Exhibits95: Siemens AG – Key offerings
Exhibits96: Siemens AG – Key customers
Exhibits97: Siemens AG – Segment focus
Exhibits98: Currency conversion rates for US$
Exhibits99: Research Methodology
Exhibits100: Validation techniques employed for market sizing
Exhibits101: Information sources
Exhibits102: List of abbreviations