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AI Over Edge Computing - Global Market Share and Ranking, Overall Sales and Demand Forecast 2026-2032
Industry: Service & Software
Published Date: 2026-07-22
Pages: 183 Pages
Report ld: 6979633
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AI Over Edge Computing Market Size(US$)
CAGR 2026-2032
14.2%
Market Size,2032
USD 135,370
Million
Market Snapshot
Market Size in 2026 (Value)
US$ 61,027 million
Market Forecast in 2032(Value)
US$ 135,370 million
CAGR
14.2%
Years Considered
2021-2032
Base Year
2026
Forecast Period
2026-2032
Source: Secondary research, interviews with experts, and QYResearch analysis
The global market for AI Over Edge Computing was estimated to be worth US$ 53433 million in 2025 and is projected to reach US$ 135370 million, growing at a CAGR of 14.2% from 2026 to 2032.
AI Over Edge Computing) refers to the integration of artificial intelligence algorithms, machine learning models, and edge computing infrastructure to enable data processing, analysis, and intelligent decision-making closer to the data source rather than relying entirely on centralized cloud platforms. By deploying AI models on edge devices, edge servers, gateways, and industrial computing nodes, AI Over Edge Computing reduces latency, improves real-time response capabilities, enhances data privacy and security, and lowers bandwidth requirements. It is widely applied in autonomous vehicles, industrial automation, smart manufacturing, intelligent video analytics, robotics, healthcare devices, smart cities, and IoT systems, where fast and reliable local intelligence is essential.
The demand for AI Over Edge Computing is accelerating as enterprises and industries increasingly require real-time AI inference, low-latency decision-making, and secure localized data processing. The rapid expansion of IoT devices, autonomous systems, industrial digitalization, and AI-powered applications is driving adoption of edge AI hardware, AI accelerators, edge servers, and cloud-edge collaboration platforms. Business opportunities are concentrated in high-growth areas such as smart manufacturing, autonomous driving, AI vision, robotics, telecommunications edge networks, and enterprise private AI deployment. In addition, the increasing cost and regulatory challenges associated with transferring massive volumes of data to centralized cloud environments are encouraging organizations to adopt edge AI architectures, creating opportunities for semiconductor companies, infrastructure providers, cloud service providers, and industry-specific solution vendors to develop integrated AI edge ecosystems.
MARKET SEGMENTATION
By Company
- NVIDIA
- Intel
- Qualcomm
- AMD
- Microsoft
- Amazon Web Services (AWS)
- IBM
- Cisco Systems
- Hewlett Packard Enterprise (HPE)
- Dell Technologies
- Supermicro
- Advantech
- Huawei
- ZTE
- China Telecom
- Alibaba Cloud
- Tencent Cloud
- Baidu
- Inspur
- Lenovo
- Hikvision
- Dahua Technology
- SenseTime
- Horizon Robotics
- Sony Semiconductor Solutions
- NEC Corporation
- Fujitsu
- Hitachi
- Renesas Electronics
- Toshiba
- Mitsubishi Electric
- FANUC
- Omron
Consumption by Region
- North America
- United States
- Canada
- Asia-Pacific
- China
- Japan
- South Korea
- Southeast Asia
- India
- Australia
- Rest of Asia-Pacific
- Europe
- Germany
- France
- U.K.
- Italy
- Netherlands
- Nordic Countries
- Rest of Europe
- Latin America
- Mexico
- Brazil
- Rest of Latin America
- Middle East & Africa
- Turkey
- Saudi Arabia
- UAE
- Rest of MEA
Segment by Type
- Device-Level Edge AI: <10W
- Gateway-Level Edge AI: 10–100W
- Server-Level Edge AI: 100W–5kW
- Cluster-Level Edge AI: >5kW
Segment by Application
- Autonomous Vehicles and Transportation
- Industrial Automation and Manufacturing
- Smart City and Surveillance
- Healthcare and Medical Devices
- Telecommunications and 5G
- Aerospace and Defense
- Consumer Electronics
- Others
Segment by Category
- Low Performance: <10 TOPS
- Medium Performance: 10–100 TOPS
- High Performance: 100–1,000 TOPS
- Ultra High Performance: >1,000 TOPS
Segment by Division
- On-Device AI
- Near-Edge AI
- Regional Edge AI
- Cloud-Integrated Edge AI
- Others
REPORT SCOPE
This report provides a comprehensive view of the global market for AI Over Edge Computing, covering total sales revenue, the market share and ranking of key companies, along with analyses by region & country, by Deployment Architecture, and by Application.
The AI Over Edge Computing market size, estimations, and forecasts are presented in terms of sales revenue ($ millions), with 2025 as the base year and historical and forecast data from 2021 to 2032. The report combines quantitative and qualitative analysis to help readers develop growth strategies, assess the competitive landscape, evaluate their position in the current marketplace, and make informed business decisions regarding AI Over Edge Computing.
CHAPTER OUTLINE
Chapter 1: Introduces the scope of the report and the global market size (value). It also summarizes market dynamics and recent developments; identifies key drivers and restraints; outlines challenges and risks for players; reviews relevant industry policies.
Chapter 2: Provides a detailed analysis of the AI Over Edge Computing companies' competitive landscape—including revenue shares, recent development plans, and mergers and acquisitions (M&A).
Chapter 3: Analyzes market segmentation by Deployment Architecture, presenting the size and growth potential of each segment to help readers identify blue-ocean opportunities.
Chapter 4: Analyzes market segmentation by Application, presenting the size and growth potential of each downstream segment to help readers identify blue-ocean opportunities.
Chapter 5: Presents AI Over Edge Computing revenue at the regional level. It offers a quantitative assessment of market size and growth potential by region and summarizes market development, future prospects, addressable space, and country-level market size worldwide.
Chapter 6: Presents AI Over Edge Computing revenue at the country level. It provides segmented data by Deployment Architecture and by Application for each country/region.
Chapter 7: Profiles key players, detailing the main companies' product revenue, gross margin, product portfolios, recent developments, etc.
Chapter 8: Analysis of Value Chain, including the upstream and downstream of the industry.
Chapter 9: Conclusion.
QYRESEARCH'S STRENGTHS
Unlike generic global market reports, this study combines macro-level industry trends with hyper-local operational intelligence, empowering data-driven decisions across the Compound Chocolate value chain, addressing:
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We cover competition landscape, full supply chain and quantified market size data, and deliver tailor-made customized surveys to meet your unique business demands.
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TABLE OF CONTENTS
1 Market Overview
1.1 AI Over Edge Computing Product Introduction
1.2 Global AI Over Edge Computing Market Size Forecast (2021–2032)
1.3 AI Over Edge Computing Market Trends & Drivers
1.3.1 AI Over Edge Computing Industry Trends
1.3.2 AI Over Edge Computing Market Drivers & Opportunities
1.3.3 AI Over Edge Computing Market Challenges
1.3.4 AI Over Edge Computing Market Restraints
1.4 Assumptions and Limitations
1.5 Study Objectives
1.6 Years Considered
2 Competitive Analysis by Company
2.1 Global AI Over Edge Computing Players Revenue Ranking (2025)
2.2 Global AI Over Edge Computing Revenue by Company (2021–2026)
2.3 Key Companies’ R&D and Operations Footprint and Headquarters
2.4 Key Companies AI Over Edge Computing Product Offerings
2.5 Key Companies General Availability (GA) Timeline for AI Over Edge Computing
2.6 AI Over Edge Computing Market Competitive Analysis
2.6.1 AI Over Edge Computing Market Concentration Rate (2021–2026)
2.6.2 Top 5 and Top 10 Global Companies by AI Over Edge Computing Revenue in 2025
2.6.3 Global Companies by Tier (Tier 1, Tier 2, Tier 3), based on AI Over Edge Computing revenue, 2025
2.7 Mergers & Acquisitions and Expansion
3 Segmentation AI Over Edge Computing Market Classification
3.1 Introduction by Deployment Architecture
3.1.1 Device-Level Edge AI: <10W
3.1.2 Gateway-Level Edge AI: 10–100W
3.1.3 Server-Level Edge AI: 100W–5kW
3.1.4 Cluster-Level Edge AI: >5kW
3.1.5 Global AI Over Edge Computing Sales Value by Deployment Architecture
3.1.5.1 Global AI Over Edge Computing Sales Value by Deployment Architecture (2021 vs 2025 vs 2032)
3.1.5.2 Global AI Over Edge Computing Sales Value, by Deployment Architecture (2021–2032)
3.1.5.3 Global AI Over Edge Computing Sales Value, by Deployment Architecture (%), 2021–2032
3.2 Introduction by AI Computing Performance
3.2.1 Low Performance: <10 TOPS
3.2.2 Medium Performance: 10–100 TOPS
3.2.3 High Performance: 100–1,000 TOPS
3.2.4 Ultra High Performance: >1,000 TOPS
3.2.5 Global AI Over Edge Computing Sales Value by AI Computing Performance
3.2.5.1 Global AI Over Edge Computing Sales Value by AI Computing Performance (2021 vs 2025 vs 2032)
3.2.5.2 Global AI Over Edge Computing Sales Value, by AI Computing Performance (2021–2032)
3.2.5.3 Global AI Over Edge Computing Sales Value, by AI Computing Performance (%), 2021–2032
3.3 Introduction by Processing Location
3.3.1 On-Device AI
3.3.2 Near-Edge AI
3.3.3 Regional Edge AI
3.3.4 Cloud-Integrated Edge AI
3.3.5 Others
3.3.6 Global AI Over Edge Computing Sales Value by Processing Location
3.3.6.1 Global AI Over Edge Computing Sales Value by Processing Location (2021 vs 2025 vs 2032)
3.3.6.2 Global AI Over Edge Computing Sales Value, by Processing Location (2021–2032)
3.3.6.3 Global AI Over Edge Computing Sales Value, by Processing Location (%), 2021–2032
4 Segmentation by Application
4.1 Introduction by Application
4.1.1 Autonomous Vehicles and Transportation
4.1.2 Industrial Automation and Manufacturing
4.1.3 Smart City and Surveillance
4.1.4 Healthcare and Medical Devices
4.1.5 Telecommunications and 5G
4.1.6 Aerospace and Defense
4.1.7 Consumer Electronics
4.1.8 Others
4.2 Global AI Over Edge Computing Sales Value by Application
4.2.1 Global AI Over Edge Computing Sales Value by Application (2021 vs 2025 vs 2032)
4.2.2 Global AI Over Edge Computing Sales Value by Application (2021–2032)
4.2.3 Global AI Over Edge Computing Sales Value by Application (%), 2021–2032
5 Segmentation by Region
5.1 Global AI Over Edge Computing Sales Value by Region
5.1.1 Global AI Over Edge Computing Sales Value by Region: 2021 vs 2025 vs 2032
5.1.2 Global AI Over Edge Computing Sales Value by Region (2021–2026)
5.1.3 Global AI Over Edge Computing Sales Value by Region (2027–2032)
5.1.4 Global AI Over Edge Computing Sales Value by Region (%), 2021–2032
5.2 North America
5.2.1 North America AI Over Edge Computing Sales Value, 2021–2032
5.2.2 North America AI Over Edge Computing Sales Value by Country (%), 2025 vs 2032
5.3 Europe
5.3.1 Europe AI Over Edge Computing Sales Value, 2021–2032
5.3.2 Europe AI Over Edge Computing Sales Value by Country (%), 2025 vs 2032
5.4 Asia Pacific
5.4.1 Asia Pacific AI Over Edge Computing Sales Value, 2021–2032
5.4.2 Asia Pacific AI Over Edge Computing Sales Value by Subregion (%), 2025 vs 2032
5.5 South America
5.5.1 South America AI Over Edge Computing Sales Value, 2021–2032
5.5.2 South America AI Over Edge Computing Sales Value by Country (%), 2025 vs 2032
5.6 Middle East & Africa
5.6.1 Middle East & Africa AI Over Edge Computing Sales Value, 2021–2032
5.6.2 Middle East & Africa AI Over Edge Computing Sales Value by Country (%), 2025 vs 2032
6 Segmentation by Key Countries/Regions
6.1 Key Countries/Regions AI Over Edge Computing Sales Value Growth Trends, 2021 vs 2025 vs 2032
6.2 Key Countries/Regions AI Over Edge Computing Sales Value, 2021–2032
6.3 United States
6.3.1 United States AI Over Edge Computing Sales Value, 2021–2032
6.3.2 United States AI Over Edge Computing Sales Value by Deployment Architecture (%), 2025 vs 2032
6.3.3 United States AI Over Edge Computing Sales Value by Application, 2025 vs 2032
6.4 Europe
6.4.1 Europe AI Over Edge Computing Sales Value, 2021–2032
6.4.2 Europe AI Over Edge Computing Sales Value by Deployment Architecture (%), 2025 vs 2032
6.4.3 Europe AI Over Edge Computing Sales Value by Application, 2025 vs 2032
6.5 China
6.5.1 China AI Over Edge Computing Sales Value, 2021–2032
6.5.2 China AI Over Edge Computing Sales Value by Deployment Architecture (%), 2025 vs 2032
6.5.3 China AI Over Edge Computing Sales Value by Application, 2025 vs 2032
6.6 Japan
6.6.1 Japan AI Over Edge Computing Sales Value, 2021–2032
6.6.2 Japan AI Over Edge Computing Sales Value by Deployment Architecture (%), 2025 vs 2032
6.6.3 Japan AI Over Edge Computing Sales Value by Application, 2025 vs 2032
6.7 South Korea
6.7.1 South Korea AI Over Edge Computing Sales Value, 2021–2032
6.7.2 South Korea AI Over Edge Computing Sales Value by Deployment Architecture (%), 2025 vs 2032
6.7.3 South Korea AI Over Edge Computing Sales Value by Application, 2025 vs 2032
6.8 Southeast Asia
6.8.1 Southeast Asia AI Over Edge Computing Sales Value, 2021–2032
6.8.2 Southeast Asia AI Over Edge Computing Sales Value by Deployment Architecture (%), 2025 vs 2032
6.8.3 Southeast Asia AI Over Edge Computing Sales Value by Application, 2025 vs 2032
6.9 India
6.9.1 India AI Over Edge Computing Sales Value, 2021–2032
6.9.2 India AI Over Edge Computing Sales Value by Deployment Architecture (%), 2025 vs 2032
6.9.3 India AI Over Edge Computing Sales Value by Application, 2025 vs 2032
7 Company Profiles
7.1 NVIDIA
7.1.1 NVIDIA Profile
7.1.2 NVIDIA Main Business
7.1.3 NVIDIA AI Over Edge Computing Products, Services, and Solutions
7.1.4 NVIDIA AI Over Edge Computing Revenue (US$ Million), 2021–2026
7.1.5 NVIDIA Recent Developments
7.2 Intel
7.2.1 Intel Profile
7.2.2 Intel Main Business
7.2.3 Intel AI Over Edge Computing Products, Services, and Solutions
7.2.4 Intel AI Over Edge Computing Revenue (US$ Million), 2021–2026
7.2.5 Intel Recent Developments
7.3 Qualcomm
7.3.1 Qualcomm Profile
7.3.2 Qualcomm Main Business
7.3.3 Qualcomm AI Over Edge Computing Products, Services, and Solutions
7.3.4 Qualcomm AI Over Edge Computing Revenue (US$ Million), 2021–2026
7.3.5 Qualcomm Recent Developments
7.4 AMD
7.4.1 AMD Profile
7.4.2 AMD Main Business
7.4.3 AMD AI Over Edge Computing Products, Services, and Solutions
7.4.4 AMD AI Over Edge Computing Revenue (US$ Million), 2021–2026
7.4.5 AMD Recent Developments
7.5 Microsoft
7.5.1 Microsoft Profile
7.5.2 Microsoft Main Business
7.5.3 Microsoft AI Over Edge Computing Products, Services, and Solutions
7.5.4 Microsoft AI Over Edge Computing Revenue (US$ Million), 2021–2026
7.5.5 Microsoft Recent Developments
7.6 Amazon Web Services (AWS)
7.6.1 Amazon Web Services (AWS) Profile
7.6.2 Amazon Web Services (AWS) Main Business
7.6.3 Amazon Web Services (AWS) AI Over Edge Computing Products, Services, and Solutions
7.6.4 Amazon Web Services (AWS) AI Over Edge Computing Revenue (US$ Million), 2021–2026
7.6.5 Amazon Web Services (AWS) Recent Developments
7.7 Google
7.7.1 Google Profile
7.7.2 Google Main Business
7.7.3 Google AI Over Edge Computing Products, Services, and Solutions
7.7.4 Google AI Over Edge Computing Revenue (US$ Million), 2021–2026
7.7.5 Google Recent Developments
7.8 IBM
7.8.1 IBM Profile
7.8.2 IBM Main Business
7.8.3 IBM AI Over Edge Computing Products, Services, and Solutions
7.8.4 IBM AI Over Edge Computing Revenue (US$ Million), 2021–2026
7.8.5 IBM Recent Developments
7.9 Cisco Systems
7.9.1 Cisco Systems Profile
7.9.2 Cisco Systems Main Business
7.9.3 Cisco Systems AI Over Edge Computing Products, Services, and Solutions
7.9.4 Cisco Systems AI Over Edge Computing Revenue (US$ Million), 2021–2026
7.9.5 Cisco Systems Recent Developments
7.10 Hewlett Packard Enterprise (HPE)
7.10.1 Hewlett Packard Enterprise (HPE) Profile
7.10.2 Hewlett Packard Enterprise (HPE) Main Business
7.10.3 Hewlett Packard Enterprise (HPE) AI Over Edge Computing Products, Services, and Solutions
7.10.4 Hewlett Packard Enterprise (HPE) AI Over Edge Computing Revenue (US$ Million), 2021–2026
7.10.5 Hewlett Packard Enterprise (HPE) Recent Developments
7.11 Dell Technologies
7.11.1 Dell Technologies Profile
7.11.2 Dell Technologies Main Business
7.11.3 Dell Technologies AI Over Edge Computing Products, Services, and Solutions
7.11.4 Dell Technologies AI Over Edge Computing Revenue (US$ Million), 2021–2026
7.11.5 Dell Technologies Recent Developments
7.12 Supermicro
7.12.1 Supermicro Profile
7.12.2 Supermicro Main Business
7.12.3 Supermicro AI Over Edge Computing Products, Services, and Solutions
7.12.4 Supermicro AI Over Edge Computing Revenue (US$ Million), 2021–2026
7.12.5 Supermicro Recent Developments
7.13 Advantech
7.13.1 Advantech Profile
7.13.2 Advantech Main Business
7.13.3 Advantech AI Over Edge Computing Products, Services, and Solutions
7.13.4 Advantech AI Over Edge Computing Revenue (US$ Million), 2021–2026
7.13.5 Advantech Recent Developments
7.14 Huawei
7.14.1 Huawei Profile
7.14.2 Huawei Main Business
7.14.3 Huawei AI Over Edge Computing Products, Services, and Solutions
7.14.4 Huawei AI Over Edge Computing Revenue (US$ Million), 2021–2026
7.14.5 Huawei Recent Developments
7.15 ZTE
7.15.1 ZTE Profile
7.15.2 ZTE Main Business
7.15.3 ZTE AI Over Edge Computing Products, Services, and Solutions
7.15.4 ZTE AI Over Edge Computing Revenue (US$ Million), 2021–2026
7.15.5 ZTE Recent Developments
7.16 China Telecom
7.16.1 China Telecom Profile
7.16.2 China Telecom Main Business
7.16.3 China Telecom AI Over Edge Computing Products, Services, and Solutions
7.16.4 China Telecom AI Over Edge Computing Revenue (US$ Million), 2021–2026
7.16.5 China Telecom Recent Developments
7.17 Alibaba Cloud
7.17.1 Alibaba Cloud Profile
7.17.2 Alibaba Cloud Main Business
7.17.3 Alibaba Cloud AI Over Edge Computing Products, Services, and Solutions
7.17.4 Alibaba Cloud AI Over Edge Computing Revenue (US$ Million), 2021–2026
7.17.5 Alibaba Cloud Recent Developments
7.18 Tencent Cloud
7.18.1 Tencent Cloud Profile
7.18.2 Tencent Cloud Main Business
7.18.3 Tencent Cloud AI Over Edge Computing Products, Services, and Solutions
7.18.4 Tencent Cloud AI Over Edge Computing Revenue (US$ Million), 2021–2026
7.18.5 Tencent Cloud Recent Developments
7.19 Baidu
7.19.1 Baidu Profile
7.19.2 Baidu Main Business
7.19.3 Baidu AI Over Edge Computing Products, Services, and Solutions
7.19.4 Baidu AI Over Edge Computing Revenue (US$ Million), 2021–2026
7.19.5 Baidu Recent Developments
7.20 Inspur
7.20.1 Inspur Profile
7.20.2 Inspur Main Business
7.20.3 Inspur AI Over Edge Computing Products, Services, and Solutions
7.20.4 Inspur AI Over Edge Computing Revenue (US$ Million), 2021–2026
7.20.5 Inspur Recent Developments
7.21 Lenovo
7.21.1 Lenovo Profile
7.21.2 Lenovo Main Business
7.21.3 Lenovo AI Over Edge Computing Products, Services, and Solutions
7.21.4 Lenovo AI Over Edge Computing Revenue (US$ Million), 2021–2026
7.21.5 Lenovo Recent Developments
7.22 Hikvision
7.22.1 Hikvision Profile
7.22.2 Hikvision Main Business
7.22.3 Hikvision AI Over Edge Computing Products, Services, and Solutions
7.22.4 Hikvision AI Over Edge Computing Revenue (US$ Million), 2021–2026
7.22.5 Hikvision Recent Developments
7.23 Dahua Technology
7.23.1 Dahua Technology Profile
7.23.2 Dahua Technology Main Business
7.23.3 Dahua Technology AI Over Edge Computing Products, Services, and Solutions
7.23.4 Dahua Technology AI Over Edge Computing Revenue (US$ Million), 2021–2026
7.23.5 Dahua Technology Recent Developments
7.24 SenseTime
7.24.1 SenseTime Profile
7.24.2 SenseTime Main Business
7.24.3 SenseTime AI Over Edge Computing Products, Services, and Solutions
7.24.4 SenseTime AI Over Edge Computing Revenue (US$ Million), 2021–2026
7.24.5 SenseTime Recent Developments
7.25 Horizon Robotics
7.25.1 Horizon Robotics Profile
7.25.2 Horizon Robotics Main Business
7.25.3 Horizon Robotics AI Over Edge Computing Products, Services, and Solutions
7.25.4 Horizon Robotics AI Over Edge Computing Revenue (US$ Million), 2021–2026
7.25.5 Horizon Robotics Recent Developments
7.26 Sony Semiconductor Solutions
7.26.1 Sony Semiconductor Solutions Profile
7.26.2 Sony Semiconductor Solutions Main Business
7.26.3 Sony Semiconductor Solutions AI Over Edge Computing Products, Services, and Solutions
7.26.4 Sony Semiconductor Solutions AI Over Edge Computing Revenue (US$ Million), 2021–2026
7.26.5 Sony Semiconductor Solutions Recent Developments
7.27 NEC Corporation
7.27.1 NEC Corporation Profile
7.27.2 NEC Corporation Main Business
7.27.3 NEC Corporation AI Over Edge Computing Products, Services, and Solutions
7.27.4 NEC Corporation AI Over Edge Computing Revenue (US$ Million), 2021–2026
7.27.5 NEC Corporation Recent Developments
7.28 Fujitsu
7.28.1 Fujitsu Profile
7.28.2 Fujitsu Main Business
7.28.3 Fujitsu AI Over Edge Computing Products, Services, and Solutions
7.28.4 Fujitsu AI Over Edge Computing Revenue (US$ Million), 2021–2026
7.28.5 Fujitsu Recent Developments
7.29 Hitachi
7.29.1 Hitachi Profile
7.29.2 Hitachi Main Business
7.29.3 Hitachi AI Over Edge Computing Products, Services, and Solutions
7.29.4 Hitachi AI Over Edge Computing Revenue (US$ Million), 2021–2026
7.29.5 Hitachi Recent Developments
7.30 Renesas Electronics
7.30.1 Renesas Electronics Profile
7.30.2 Renesas Electronics Main Business
7.30.3 Renesas Electronics AI Over Edge Computing Products, Services, and Solutions
7.30.4 Renesas Electronics AI Over Edge Computing Revenue (US$ Million), 2021–2026
7.30.5 Renesas Electronics Recent Developments
7.31 Toshiba
7.31.1 Toshiba Profile
7.31.2 Toshiba Main Business
7.31.3 Toshiba AI Over Edge Computing Products, Services, and Solutions
7.31.4 Toshiba AI Over Edge Computing Revenue (US$ Million), 2021–2026
7.31.5 Toshiba Recent Developments
7.32 Mitsubishi Electric
7.32.1 Mitsubishi Electric Profile
7.32.2 Mitsubishi Electric Main Business
7.32.3 Mitsubishi Electric AI Over Edge Computing Products, Services, and Solutions
7.32.4 Mitsubishi Electric AI Over Edge Computing Revenue (US$ Million), 2021–2026
7.32.5 Mitsubishi Electric Recent Developments
7.33 FANUC
7.33.1 FANUC Profile
7.33.2 FANUC Main Business
7.33.3 FANUC AI Over Edge Computing Products, Services, and Solutions
7.33.4 FANUC AI Over Edge Computing Revenue (US$ Million), 2021–2026
7.33.5 FANUC Recent Developments
7.34 Omron
7.34.1 Omron Profile
7.34.2 Omron Main Business
7.34.3 Omron AI Over Edge Computing Products, Services, and Solutions
7.34.4 Omron AI Over Edge Computing Revenue (US$ Million), 2021–2026
7.34.5 Omron Recent Developments
8 Industry Chain Analysis
8.1 AI Over Edge Computing Value Chain
8.2 AI Over Edge Computing Upstream Analysis
8.2.1 Key Raw Materials
8.2.2 Key Suppliers of Raw Materials
8.2.3 Cost Structure
8.3 Midstream Analysis
8.4 Downstream (Customer) Analysis
8.5 Sales Model and Sales Channelss
8.5.1 AI Over Edge Computing Sales Model
8.5.2 Sales Channels
8.5.3 AI Over Edge Computing Distributors
9 Research Findings and Conclusion
10 Appendix
10.1 Research Methodology
10.1.1 Methodology/Research Approach
10.1.1.1 Research Programs/Design
10.1.1.2 Market Size Estimation
10.1.1.3 Market Breakdown and Data Triangulation
10.1.2 Data Source
10.1.2.1 Secondary Sources
10.1.2.2 Primary Sources
10.2 Author Details
10.3 Disclaimer
TABLE OF FIGURES
List of Tables
Table 1. AI Over Edge Computing Market Trends
Table 2. AI Over Edge Computing Market Drivers & Opportunities
Table 3. AI Over Edge Computing Market Challenges
Table 4. AI Over Edge Computing Market Restraints
Table 5. Global AI Over Edge Computing Revenue by Company (US$ Million), 2021–2026
Table 6. Global AI Over Edge Computing Revenue Market Share by Company (2021–2026)
Table 7. Key Companies’ R&D and Operations Footprint and Headquarters
Table 8. Key Companies AI Over Edge Computing Product Type
Table 9. Key Companies General Availability (GA) Timeline for AI Over Edge Computing
Table 10. Global AI Over Edge Computing Companies Market Concentration Ratio (CR5 and HHI)
Table 11. Global Companies by Tier (Tier 1, Tier 2, Tier 3), based on AI Over Edge Computing revenue, 2025
Table 12. Mergers & Acquisitions and Expansion Plans
Table 13. Global AI Over Edge Computing Sales Value by Deployment Architecture: 2021 vs 2025 vs 2032 (US$ Million)
Table 14. Global AI Over Edge Computing Sales Value by Deployment Architecture (US$ Million), 2021–2026
Table 15. Global AI Over Edge Computing Sales Value by Deployment Architecture (US$ Million), 2027–2032
Table 16. Global AI Over Edge Computing Sales Market Share in Value by Deployment Architecture (2021–2026)
Table 17. Global AI Over Edge Computing Sales Market Share in Value by Deployment Architecture (2027–2032)
Table 18. Global AI Over Edge Computing Sales Value by AI Computing Performance: 2021 vs 2025 vs 2032 (US$ Million)
Table 19. Global AI Over Edge Computing Sales Value by AI Computing Performance (US$ Million), 2021–2026
Table 20. Global AI Over Edge Computing Sales Value by AI Computing Performance (US$ Million), 2027–2032
Table 21. Global AI Over Edge Computing Sales Market Share in Value by AI Computing Performance (2021–2026)
Table 22. Global AI Over Edge Computing Sales Market Share in Value by AI Computing Performance (2027–2032)
Table 23. Global AI Over Edge Computing Sales Value by Processing Location: 2021 vs 2025 vs 2032 (US$ Million)
Table 24. Global AI Over Edge Computing Sales Value by Processing Location (US$ Million), 2021–2026
Table 25. Global AI Over Edge Computing Sales Value by Processing Location (US$ Million), 2027–2032
Table 26. Global AI Over Edge Computing Sales Market Share in Value by Processing Location (2021–2026)
Table 27. Global AI Over Edge Computing Sales Market Share in Value by Processing Location (2027–2032)
Table 28. Global AI Over Edge Computing Sales Value by Application: 2021 vs 2025 vs 2032 (US$ Million)
Table 29. Global AI Over Edge Computing Sales Value by Application (US$ Million), 2021–2026
Table 30. Global AI Over Edge Computing Sales Value by Application (US$ Million), 2027–2032
Table 31. Global AI Over Edge Computing Sales Market Share in Value by Application (2021–2026)
Table 32. Global AI Over Edge Computing Sales Market Share in Value by Application (2027–2032)
Table 33. Global AI Over Edge Computing Sales Value by Region, (US$ Million), 2021 vs 2025 vs 2032
Table 34. Global AI Over Edge Computing Sales Value by Region (US$ Million), 2021–2026
Table 35. Global AI Over Edge Computing Sales Value by Region (US$ Million), 2027–2032
Table 36. Global AI Over Edge Computing Sales Value by Region (%), 2021–2026
Table 37. Global AI Over Edge Computing Sales Value by Region (%), 2027–2032
Table 38. Key Countries/Regions AI Over Edge Computing Sales Value Growth Trends, (US$ Million): 2021 vs 2025 vs 2032
Table 39. Key Countries/Regions AI Over Edge Computing Sales Value, (US$ Million), 2021–2026
Table 40. Key Countries/Regions AI Over Edge Computing Sales Value, (US$ Million), 2027–2032
Table 41. NVIDIA Basic Information List
Table 42. NVIDIA Description and Business Overview
Table 43. NVIDIA AI Over Edge Computing Products, Services, and Solutions
Table 44. Revenue (US$ Million) in AI Over Edge Computing Business of NVIDIA (2021–2026)
Table 45. NVIDIA Recent Developments
Table 46. Intel Basic Information List
Table 47. Intel Description and Business Overview
Table 48. Intel AI Over Edge Computing Products, Services, and Solutions
Table 49. Revenue (US$ Million) in AI Over Edge Computing Business of Intel (2021–2026)
Table 50. Intel Recent Developments
Table 51. Qualcomm Basic Information List
Table 52. Qualcomm Description and Business Overview
Table 53. Qualcomm AI Over Edge Computing Products, Services, and Solutions
Table 54. Revenue (US$ Million) in AI Over Edge Computing Business of Qualcomm (2021–2026)
Table 55. Qualcomm Recent Developments
Table 56. AMD Basic Information List
Table 57. AMD Description and Business Overview
Table 58. AMD AI Over Edge Computing Products, Services, and Solutions
Table 59. Revenue (US$ Million) in AI Over Edge Computing Business of AMD (2021–2026)
Table 60. AMD Recent Developments
Table 61. Microsoft Basic Information List
Table 62. Microsoft Description and Business Overview
Table 63. Microsoft AI Over Edge Computing Products, Services, and Solutions
Table 64. Revenue (US$ Million) in AI Over Edge Computing Business of Microsoft (2021–2026)
Table 65. Microsoft Recent Developments
Table 66. Amazon Web Services (AWS) Basic Information List
Table 67. Amazon Web Services (AWS) Description and Business Overview
Table 68. Amazon Web Services (AWS) AI Over Edge Computing Products, Services, and Solutions
Table 69. Revenue (US$ Million) in AI Over Edge Computing Business of Amazon Web Services (AWS) (2021–2026)
Table 70. Amazon Web Services (AWS) Recent Developments
Table 71. Google Basic Information List
Table 72. Google Description and Business Overview
Table 73. Google AI Over Edge Computing Products, Services, and Solutions
Table 74. Revenue (US$ Million) in AI Over Edge Computing Business of Google (2021–2026)
Table 75. Google Recent Developments
Table 76. IBM Basic Information List
Table 77. IBM Description and Business Overview
Table 78. IBM AI Over Edge Computing Products, Services, and Solutions
Table 79. Revenue (US$ Million) in AI Over Edge Computing Business of IBM (2021–2026)
Table 80. IBM Recent Developments
Table 81. Cisco Systems Basic Information List
Table 82. Cisco Systems Description and Business Overview
Table 83. Cisco Systems AI Over Edge Computing Products, Services, and Solutions
Table 84. Revenue (US$ Million) in AI Over Edge Computing Business of Cisco Systems (2021–2026)
Table 85. Cisco Systems Recent Developments
Table 86. Hewlett Packard Enterprise (HPE) Basic Information List
Table 87. Hewlett Packard Enterprise (HPE) Description and Business Overview
Table 88. Hewlett Packard Enterprise (HPE) AI Over Edge Computing Products, Services, and Solutions
Table 89. Revenue (US$ Million) in AI Over Edge Computing Business of Hewlett Packard Enterprise (HPE) (2021–2026)
Table 90. Hewlett Packard Enterprise (HPE) Recent Developments
Table 91. Dell Technologies Basic Information List
Table 92. Dell Technologies Description and Business Overview
Table 93. Dell Technologies AI Over Edge Computing Products, Services, and Solutions
Table 94. Revenue (US$ Million) in AI Over Edge Computing Business of Dell Technologies (2021–2026)
Table 95. Dell Technologies Recent Developments
Table 96. Supermicro Basic Information List
Table 97. Supermicro Description and Business Overview
Table 98. Supermicro AI Over Edge Computing Products, Services, and Solutions
Table 99. Revenue (US$ Million) in AI Over Edge Computing Business of Supermicro (2021–2026)
Table 100. Supermicro Recent Developments
Table 101. Advantech Basic Information List
Table 102. Advantech Description and Business Overview
Table 103. Advantech AI Over Edge Computing Products, Services, and Solutions
Table 104. Revenue (US$ Million) in AI Over Edge Computing Business of Advantech (2021–2026)
Table 105. Advantech Recent Developments
Table 106. Huawei Basic Information List
Table 107. Huawei Description and Business Overview
Table 108. Huawei AI Over Edge Computing Products, Services, and Solutions
Table 109. Revenue (US$ Million) in AI Over Edge Computing Business of Huawei (2021–2026)
Table 110. Huawei Recent Developments
Table 111. ZTE Basic Information List
Table 112. ZTE Description and Business Overview
Table 113. ZTE AI Over Edge Computing Products, Services, and Solutions
Table 114. Revenue (US$ Million) in AI Over Edge Computing Business of ZTE (2021–2026)
Table 115. ZTE Recent Developments
Table 116. China Telecom Basic Information List
Table 117. China Telecom Description and Business Overview
Table 118. China Telecom AI Over Edge Computing Products, Services, and Solutions
Table 119. Revenue (US$ Million) in AI Over Edge Computing Business of China Telecom (2021–2026)
Table 120. China Telecom Recent Developments
Table 121. Alibaba Cloud Basic Information List
Table 122. Alibaba Cloud Description and Business Overview
Table 123. Alibaba Cloud AI Over Edge Computing Products, Services, and Solutions
Table 124. Revenue (US$ Million) in AI Over Edge Computing Business of Alibaba Cloud (2021–2026)
Table 125. Alibaba Cloud Recent Developments
Table 126. Tencent Cloud Basic Information List
Table 127. Tencent Cloud Description and Business Overview
Table 128. Tencent Cloud AI Over Edge Computing Products, Services, and Solutions
Table 129. Revenue (US$ Million) in AI Over Edge Computing Business of Tencent Cloud (2021–2026)
Table 130. Tencent Cloud Recent Developments
Table 131. Baidu Basic Information List
Table 132. Baidu Description and Business Overview
Table 133. Baidu AI Over Edge Computing Products, Services, and Solutions
Table 134. Revenue (US$ Million) in AI Over Edge Computing Business of Baidu (2021–2026)
Table 135. Baidu Recent Developments
Table 136. Inspur Basic Information List
Table 137. Inspur Description and Business Overview
Table 138. Inspur AI Over Edge Computing Products, Services, and Solutions
Table 139. Revenue (US$ Million) in AI Over Edge Computing Business of Inspur (2021–2026)
Table 140. Inspur Recent Developments
Table 141. Lenovo Basic Information List
Table 142. Lenovo Description and Business Overview
Table 143. Lenovo AI Over Edge Computing Products, Services, and Solutions
Table 144. Revenue (US$ Million) in AI Over Edge Computing Business of Lenovo (2021–2026)
Table 145. Lenovo Recent Developments
Table 146. Hikvision Basic Information List
Table 147. Hikvision Description and Business Overview
Table 148. Hikvision AI Over Edge Computing Products, Services, and Solutions
Table 149. Revenue (US$ Million) in AI Over Edge Computing Business of Hikvision (2021–2026)
Table 150. Hikvision Recent Developments
Table 151. Dahua Technology Basic Information List
Table 152. Dahua Technology Description and Business Overview
Table 153. Dahua Technology AI Over Edge Computing Products, Services, and Solutions
Table 154. Revenue (US$ Million) in AI Over Edge Computing Business of Dahua Technology (2021–2026)
Table 155. Dahua Technology Recent Developments
Table 156. SenseTime Basic Information List
Table 157. SenseTime Description and Business Overview
Table 158. SenseTime AI Over Edge Computing Products, Services, and Solutions
Table 159. Revenue (US$ Million) in AI Over Edge Computing Business of SenseTime (2021–2026)
Table 160. SenseTime Recent Developments
Table 161. Horizon Robotics Basic Information List
Table 162. Horizon Robotics Description and Business Overview
Table 163. Horizon Robotics AI Over Edge Computing Products, Services, and Solutions
Table 164. Revenue (US$ Million) in AI Over Edge Computing Business of Horizon Robotics (2021–2026)
Table 165. Horizon Robotics Recent Developments
Table 166. Sony Semiconductor Solutions Basic Information List
Table 167. Sony Semiconductor Solutions Description and Business Overview
Table 168. Sony Semiconductor Solutions AI Over Edge Computing Products, Services, and Solutions
Table 169. Revenue (US$ Million) in AI Over Edge Computing Business of Sony Semiconductor Solutions (2021–2026)
Table 170. Sony Semiconductor Solutions Recent Developments
Table 171. NEC Corporation Basic Information List
Table 172. NEC Corporation Description and Business Overview
Table 173. NEC Corporation AI Over Edge Computing Products, Services, and Solutions
Table 174. Revenue (US$ Million) in AI Over Edge Computing Business of NEC Corporation (2021–2026)
Table 175. NEC Corporation Recent Developments
Table 176. Fujitsu Basic Information List
Table 177. Fujitsu Description and Business Overview
Table 178. Fujitsu AI Over Edge Computing Products, Services, and Solutions
Table 179. Revenue (US$ Million) in AI Over Edge Computing Business of Fujitsu (2021–2026)
Table 180. Fujitsu Recent Developments
Table 181. Hitachi Basic Information List
Table 182. Hitachi Description and Business Overview
Table 183. Hitachi AI Over Edge Computing Products, Services, and Solutions
Table 184. Revenue (US$ Million) in AI Over Edge Computing Business of Hitachi (2021–2026)
Table 185. Hitachi Recent Developments
Table 186. Renesas Electronics Basic Information List
Table 187. Renesas Electronics Description and Business Overview
Table 188. Renesas Electronics AI Over Edge Computing Products, Services, and Solutions
Table 189. Revenue (US$ Million) in AI Over Edge Computing Business of Renesas Electronics (2021–2026)
Table 190. Renesas Electronics Recent Developments
Table 191. Toshiba Basic Information List
Table 192. Toshiba Description and Business Overview
Table 193. Toshiba AI Over Edge Computing Products, Services, and Solutions
Table 194. Revenue (US$ Million) in AI Over Edge Computing Business of Toshiba (2021–2026)
Table 195. Toshiba Recent Developments
Table 196. Mitsubishi Electric Basic Information List
Table 197. Mitsubishi Electric Description and Business Overview
Table 198. Mitsubishi Electric AI Over Edge Computing Products, Services, and Solutions
Table 199. Revenue (US$ Million) in AI Over Edge Computing Business of Mitsubishi Electric (2021–2026)
Table 200. Mitsubishi Electric Recent Developments
Table 201. FANUC Basic Information List
Table 202. FANUC Description and Business Overview
Table 203. FANUC AI Over Edge Computing Products, Services, and Solutions
Table 204. Revenue (US$ Million) in AI Over Edge Computing Business of FANUC (2021–2026)
Table 205. FANUC Recent Developments
Table 206. Omron Basic Information List
Table 207. Omron Description and Business Overview
Table 208. Omron AI Over Edge Computing Products, Services, and Solutions
Table 209. Revenue (US$ Million) in AI Over Edge Computing Business of Omron (2021–2026)
Table 210. Omron Recent Developments
Table 211. Revenue (US$ Million) in AI Over Edge Computing Business of Company 40 (2021–2026)
Table 212. Company 40 Recent Developments
Table 213. Key Raw Materials Lists
Table 214. Key Suppliers of Raw Materials Lists
Table 215. AI Over Edge Computing Downstream Customers
Table 216. AI Over Edge Computing Distributors List
Table 217. Research Programs/Design for This Report
Table 218. Key Data Information from Secondary Sources
Table 219. Key Data Information from Primary Sources
List of Figures
Figure 1. AI Over Edge Computing Product Picture
Figure 2. Global AI Over Edge Computing Sales Value, 2021 vs 2025 vs 2032 (US$ Million)
Figure 3. Global AI Over Edge Computing Sales Value (US$ Million), 2021–2032
Figure 4. AI Over Edge Computing Report Years Considered
Figure 5. Global AI Over Edge Computing Players Revenue Ranking (US$ Million), 2025
Figure 6. The 5 and 10 Largest Companies in the World: Market Share by AI Over Edge Computing Revenue in 2025
Figure 7. AI Over Edge Computing Market Share by Company Type (Tier 1, Tier 2, and Tier 3): 2021 vs 2025
Figure 8. Device-Level Edge AI: <10W Picture
Figure 9. Gateway-Level Edge AI: 10–100W Picture
Figure 10. Server-Level Edge AI: 100W–5kW Picture
Figure 11. Cluster-Level Edge AI: >5kW Picture
Figure 12. Global AI Over Edge Computing Sales Value by Deployment Architecture (US$ Million), 2021 vs 2025 vs 2032
Figure 13. Global AI Over Edge Computing Sales Value Market Share by Deployment Architecture, 2025 & 2032
Figure 14. Low Performance: <10 TOPS Picture
Figure 15. Medium Performance: 10–100 TOPS Picture
Figure 16. High Performance: 100–1,000 TOPS Picture
Figure 17. Ultra High Performance: >1,000 TOPS Picture
Figure 18. Global AI Over Edge Computing Sales Value by AI Computing Performance (US$ Million), 2021 vs 2025 vs 2032
Figure 19. Global AI Over Edge Computing Sales Value Market Share by AI Computing Performance, 2025 & 2032
Figure 20. On-Device AI Picture
Figure 21. Near-Edge AI Picture
Figure 22. Regional Edge AI Picture
Figure 23. Cloud-Integrated Edge AI Picture
Figure 24. Others Picture
Figure 25. Global AI Over Edge Computing Sales Value by Processing Location (US$ Million), 2021 vs 2025 vs 2032
Figure 26. Global AI Over Edge Computing Sales Value Market Share by Processing Location, 2025 & 2032
Figure 27. Product Picture of Autonomous Vehicles and Transportation
Figure 28. Product Picture of Industrial Automation and Manufacturing
Figure 29. Product Picture of Smart City and Surveillance
Figure 30. Product Picture of Healthcare and Medical Devices
Figure 31. Product Picture of Telecommunications and 5G
Figure 32. Product Picture of Aerospace and Defense
Figure 33. Product Picture of Consumer Electronics
Figure 34. Product Picture of Others
Figure 35. Global AI Over Edge Computing Sales Value by Application (US$ Million), 2021 vs 2025 vs 2032
Figure 36. Global AI Over Edge Computing Sales Value Market Share by Application, 2025 & 2032
Figure 37. North America AI Over Edge Computing Sales Value (US$ Million), 2021–2032
Figure 38. North America AI Over Edge Computing Sales Value by Country (%), 2025 vs 2032
Figure 39. Europe AI Over Edge Computing Sales Value (US$ Million), 2021–2032
Figure 40. Europe AI Over Edge Computing Sales Value by Country (%), 2025 vs 2032
Figure 41. Asia Pacific AI Over Edge Computing Sales Value (US$ Million), 2021–2032
Figure 42. Asia Pacific AI Over Edge Computing Sales Value by Subregion (%), 2025 vs 2032
Figure 43. South America AI Over Edge Computing Sales Value (US$ Million), 2021–2032
Figure 44. South America AI Over Edge Computing Sales Value by Country (%), 2025 vs 2032
Figure 45. Middle East & Africa AI Over Edge Computing Sales Value (US$ Million), 2021–2032
Figure 46. Middle East & Africa AI Over Edge Computing Sales Value by Country (%), 2025 vs 2032
Figure 47. Key Countries/Regions AI Over Edge Computing Sales Value (%), 2021–2032
Figure 48. United States AI Over Edge Computing Sales Value (US$ Million), 2021–2032
Figure 49. United States AI Over Edge Computing Sales Value by Deployment Architecture (%), 2025 vs 2032
Figure 50. United States AI Over Edge Computing Sales Value by Application (%), 2025 vs 2032
Figure 51. Europe AI Over Edge Computing Sales Value (US$ Million), 2021–2032
Figure 52. Europe AI Over Edge Computing Sales Value by Deployment Architecture (%), 2025 vs 2032
Figure 53. Europe AI Over Edge Computing Sales Value by Application (%), 2025 vs 2032
Figure 54. China AI Over Edge Computing Sales Value (US$ Million), 2021–2032
Figure 55. China AI Over Edge Computing Sales Value by Deployment Architecture (%), 2025 vs 2032
Figure 56. China AI Over Edge Computing Sales Value by Application (%), 2025 vs 2032
Figure 57. Japan AI Over Edge Computing Sales Value (US$ Million), 2021–2032
Figure 58. Japan AI Over Edge Computing Sales Value by Deployment Architecture (%), 2025 vs 2032
Figure 59. Japan AI Over Edge Computing Sales Value by Application (%), 2025 vs 2032
Figure 60. South Korea AI Over Edge Computing Sales Value (US$ Million), 2021–2032
Figure 61. South Korea AI Over Edge Computing Sales Value by Deployment Architecture (%), 2025 vs 2032
Figure 62. South Korea AI Over Edge Computing Sales Value by Application (%), 2025 vs 2032
Figure 63. Southeast Asia AI Over Edge Computing Sales Value (US$ Million), 2021–2032
Figure 64. Southeast Asia AI Over Edge Computing Sales Value by Deployment Architecture (%), 2025 vs 2032
Figure 65. Southeast Asia AI Over Edge Computing Sales Value by Application (%), 2025 vs 2032
Figure 66. India AI Over Edge Computing Sales Value (US$ Million), 2021–2032
Figure 67. India AI Over Edge Computing Sales Value by Deployment Architecture (%), 2025 vs 2032
Figure 68. India AI Over Edge Computing Sales Value by Application (%), 2025 vs 2032
Figure 69. AI Over Edge Computing Value Chain
Figure 70. AI Over Edge Computing Cost Structure
Figure 71. Channels of Distribution (Direct Sales, and Distribution)
Figure 72. Bottom-up and Top-down Approaches for This Report
Figure 73. Data Triangulation
Figure 74. Key Executives Interviewed
KEY QUESTIONS ADDRESSED BY THE REPORT
Which companies rank high in the global AI Over Edge Computing market?
The top companies in the global AI Over Edge Computing market are NVIDIA、Intel、Qualcomm.
Which region is expected to have the highest market share?
What was the global market size of AI Over Edge Computing in 2032?
What was the global market size of AI Over Edge Computing in 2026?
What is the annual compound growth rate of the global AI Over Edge Computing market size from 2026 to 2032?
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