Industry Research Reports
Global AI Over Edge Computing Market Research Report 2026
Industry: Service & Software
Published Date: 2026-07-22
Pages: 187 Pages
Report ld: 6979632
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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 AI Over Edge Computing market was valued at US$ 53433 million in 2025 and is anticipated to reach US$ 135370 million by 2032, 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 delivers a comprehensive overview of the global AI Over Edge Computing market, with both quantitative and qualitative analyses, to help readers develop growth strategies, assess the competitive landscape, evaluate their position in the current market, and make informed business decisions regarding AI Over Edge Computing. The AI Over Edge Computing market size, estimates, and forecasts are provided in terms of revenue (US$ millions), with 2025 as the base year and historical and forecast data for 2021–2032.
The report segments the global AI Over Edge Computing market comprehensively. Regional market sizes by Deployment Architecture, by Application, by AI Computing Performance, and by player are also provided. For deeper insight, the report profiles the competitive landscape, key competitors, and their respective market rankings, and discusses technological trends and new product developments.
This report will assist AI Over Edge Computing manufacturers, new entrants, and companies across the industry value chain with information on revenues, sales volume, and average prices for the overall market and its sub-segments, by company, by Deployment Architecture, by Application, and by region.
CHAPTER OUTLINE
Chapter 1: Defines the scope of the report and presents an executive summary of market segments (by Deployment Architecture, by Application, by AI Computing Performance, etc.), including the size of each segment and its future growth potential. It offers a high-level view of the current market and its likely evolution in the short, medium, and long term.
Chapter 2: Summarizes global and regional market size and outlines market dynamics and recent developments, including key drivers, restraints, challenges and risks for industry participants, and relevant policy analysis.
Chapter 3: Provides a detailed view of the competitive landscape for AI Over Edge Computing companies, covering revenue share, development plans, and mergers and acquisitions.
Chapter 4: Analyzes segments by Deployment Architecture, detailing the size and growth potential of each segment to help readers identify blue-ocean opportunities.
Chapter 5: Analyzes segments by Application, detailing the size and growth potential of each downstream segment to help readers identify blue-ocean opportunities.
Chapter 6–10: Regional deep dives (North America, Europe, Asia Pacific, Latin America, Middle East & Africa) broken down by country. Each chapter quantifies market size and growth potential by region and key countries, and outlines market development, outlook, addressable space, and capacity.
Chapter 11: Profiles key players, presenting essential information on leading companies, including product/ service offerings, revenue, gross margin, product introductions/portfolios, recent developments, etc.
Chapter 12: Key findings and conclusions of the report.
QYRESEARCH'S STRENGTHS
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TABLE OF CONTENTS
1 Report Overview
1.1 Study Scope
1.2 Market Analysis by Deployment Architecture
1.2.1 Global AI Over Edge Computing Market Size Growth Rate by Deployment Architecture: 2021 vs 2025 vs 2032
1.2.2 Device-Level Edge AI: <10W
1.2.3 Gateway-Level Edge AI: 10–100W
1.2.4 Server-Level Edge AI: 100W–5kW
1.2.5 Cluster-Level Edge AI: >5kW
1.3 Market by AI Computing Performance
1.3.1 Global AI Over Edge Computing Market Size Growth Rate by AI Computing Performance: 2021 vs 2025 vs 2032
1.3.2 Low Performance: <10 TOPS
1.3.3 Medium Performance: 10–100 TOPS
1.3.4 High Performance: 100–1,000 TOPS
1.3.5 Ultra High Performance: >1,000 TOPS
1.4 Market by Processing Location
1.4.1 Global AI Over Edge Computing Market Size Growth Rate by Processing Location: 2021 vs 2025 vs 2032
1.4.2 On-Device AI
1.4.3 Near-Edge AI
1.4.4 Regional Edge AI
1.4.5 Cloud-Integrated Edge AI
1.4.6 Others
1.5 Market by Application
1.5.1 Global AI Over Edge Computing Market Growth by Application: 2021 vs 2025 vs 2032
1.5.2 Autonomous Vehicles and Transportation
1.5.3 Industrial Automation and Manufacturing
1.5.4 Smart City and Surveillance
1.5.5 Healthcare and Medical Devices
1.5.6 Telecommunications and 5G
1.5.7 Aerospace and Defense
1.5.8 Consumer Electronics
1.5.9 Others
1.6 Assumptions and Limitations
1.7 Study Objectives
1.8 Years Considered
2 Global Growth Trends
2.1 Global AI Over Edge Computing Market Perspective (2021–2032)
2.2 Global AI Over Edge Computing Growth Trends by Region
2.2.1 Global AI Over Edge Computing Market Size by Region: 2021 vs 2025 vs 2032
2.2.2 AI Over Edge Computing Historic Market Size by Region (2021–2026)
2.2.3 AI Over Edge Computing Forecasted Market Size by Region (2027–2032)
2.3 AI Over Edge Computing Market Dynamics
2.3.1 AI Over Edge Computing Industry Trends
2.3.2 AI Over Edge Computing Market Drivers
2.3.3 AI Over Edge Computing Market Challenges
2.3.4 AI Over Edge Computing Market Restraints
3 Competition Landscape by Key Players
3.1 Global Top AI Over Edge Computing Players by Revenue
3.1.1 Global Top AI Over Edge Computing Players by Revenue (2021–2026)
3.1.2 Global AI Over Edge Computing Revenue Market Share by Players (2021–2026)
3.2 Global Top AI Over Edge Computing Players Market Share by Company Tier (Tier 1, Tier 2, Tier 3)
3.3 Global Key Players Ranking by AI Over Edge Computing Revenue
3.4 Global AI Over Edge Computing Market Concentration Ratio
3.4.1 Global AI Over Edge Computing Market Concentration Ratio (CR5 and HHI)
3.4.2 Global Top 10 and Top 5 Companies by AI Over Edge Computing Revenue in 2025
3.5 Global Key Players of AI Over Edge Computing Head Offices and Areas Served
3.6 Global Key Players of AI Over Edge Computing, Products and Applications
3.7 Global Key Players of AI Over Edge Computing, Date of General Availability (GA)
3.8 Mergers and Acquisitions, Expansion Plans
4 AI Over Edge Computing Breakdown Data by Deployment Architecture
4.1 Global AI Over Edge Computing Historic Market Size by Deployment Architecture (2021–2026)
4.2 Global AI Over Edge Computing Forecasted Market Size by Deployment Architecture (2027–2032)
5 AI Over Edge Computing Breakdown Data by Application
5.1 Global AI Over Edge Computing Historic Market Size by Application (2021–2026)
5.2 Global AI Over Edge Computing Forecasted Market Size by Application (2027–2032)
6 North America
6.1 North America AI Over Edge Computing Market Size (2021–2032)
6.2 North America AI Over Edge Computing Market Growth Rate by Country: 2021 vs 2025 vs 2032
6.3 North America AI Over Edge Computing Market Size by Country (2021–2026)
6.4 North America AI Over Edge Computing Market Size by Country (2027–2032)
6.5 United States
6.6 Canada
7 Europe
7.1 Europe AI Over Edge Computing Market Size (2021–2032)
7.2 Europe AI Over Edge Computing Market Growth Rate by Country: 2021 vs 2025 vs 2032
7.3 Europe AI Over Edge Computing Market Size by Country (2021–2026)
7.4 Europe AI Over Edge Computing Market Size by Country (2027–2032)
7.5 Germany
7.6 France
7.7 U.K.
7.8 Italy
7.9 Russia
7.10 Ireland
8 Asia-Pacific
8.1 Asia-Pacific AI Over Edge Computing Market Size (2021–2032)
8.2 Asia-Pacific AI Over Edge Computing Market Growth Rate by Region: 2021 vs 2025 vs 2032
8.3 Asia-Pacific AI Over Edge Computing Market Size by Region (2021–2026)
8.4 Asia-Pacific AI Over Edge Computing Market Size by Region (2027–2032)
8.5 China
8.6 Japan
8.7 South Korea
8.8 Southeast Asia
8.9 India
8.10 Australia & New Zealand
9 Latin America
9.1 Latin America AI Over Edge Computing Market Size (2021–2032)
9.2 Latin America AI Over Edge Computing Market Growth Rate by Country: 2021 vs 2025 vs 2032
9.3 Latin America AI Over Edge Computing Market Size by Country (2021–2026)
9.4 Latin America AI Over Edge Computing Market Size by Country (2027–2032)
9.5 Mexico
9.6 Brazil
10 Middle East & Africa
10.1 Middle East & Africa AI Over Edge Computing Market Size (2021–2032)
10.2 Middle East & Africa AI Over Edge Computing Market Growth Rate by Country: 2021 vs 2025 vs 2032
10.3 Middle East & Africa AI Over Edge Computing Market Size by Country (2021–2026)
10.4 Middle East & Africa AI Over Edge Computing Market Size by Country (2027–2032)
10.5 Israel
10.6 Saudi Arabia
10.7 UAE
11 Key Players Profiles
11.1 NVIDIA
11.1.1 NVIDIA Company Details
11.1.2 NVIDIA Business Overview
11.1.3 NVIDIA AI Over Edge Computing Introduction
11.1.4 NVIDIA Revenue in AI Over Edge Computing Business (2021–2026)
11.1.5 NVIDIA Recent Development
11.2 Intel
11.2.1 Intel Company Details
11.2.2 Intel Business Overview
11.2.3 Intel AI Over Edge Computing Introduction
11.2.4 Intel Revenue in AI Over Edge Computing Business (2021–2026)
11.2.5 Intel Recent Development
11.3 Qualcomm
11.3.1 Qualcomm Company Details
11.3.2 Qualcomm Business Overview
11.3.3 Qualcomm AI Over Edge Computing Introduction
11.3.4 Qualcomm Revenue in AI Over Edge Computing Business (2021–2026)
11.3.5 Qualcomm Recent Development
11.4 AMD
11.4.1 AMD Company Details
11.4.2 AMD Business Overview
11.4.3 AMD AI Over Edge Computing Introduction
11.4.4 AMD Revenue in AI Over Edge Computing Business (2021–2026)
11.4.5 AMD Recent Development
11.5 Microsoft
11.5.1 Microsoft Company Details
11.5.2 Microsoft Business Overview
11.5.3 Microsoft AI Over Edge Computing Introduction
11.5.4 Microsoft Revenue in AI Over Edge Computing Business (2021–2026)
11.5.5 Microsoft Recent Development
11.6 Amazon Web Services (AWS)
11.6.1 Amazon Web Services (AWS) Company Details
11.6.2 Amazon Web Services (AWS) Business Overview
11.6.3 Amazon Web Services (AWS) AI Over Edge Computing Introduction
11.6.4 Amazon Web Services (AWS) Revenue in AI Over Edge Computing Business (2021–2026)
11.6.5 Amazon Web Services (AWS) Recent Development
11.7 Google
11.7.1 Google Company Details
11.7.2 Google Business Overview
11.7.3 Google AI Over Edge Computing Introduction
11.7.4 Google Revenue in AI Over Edge Computing Business (2021–2026)
11.7.5 Google Recent Development
11.8 IBM
11.8.1 IBM Company Details
11.8.2 IBM Business Overview
11.8.3 IBM AI Over Edge Computing Introduction
11.8.4 IBM Revenue in AI Over Edge Computing Business (2021–2026)
11.8.5 IBM Recent Development
11.9 Cisco Systems
11.9.1 Cisco Systems Company Details
11.9.2 Cisco Systems Business Overview
11.9.3 Cisco Systems AI Over Edge Computing Introduction
11.9.4 Cisco Systems Revenue in AI Over Edge Computing Business (2021–2026)
11.9.5 Cisco Systems Recent Development
11.10 Hewlett Packard Enterprise (HPE)
11.10.1 Hewlett Packard Enterprise (HPE) Company Details
11.10.2 Hewlett Packard Enterprise (HPE) Business Overview
11.10.3 Hewlett Packard Enterprise (HPE) AI Over Edge Computing Introduction
11.10.4 Hewlett Packard Enterprise (HPE) Revenue in AI Over Edge Computing Business (2021–2026)
11.10.5 Hewlett Packard Enterprise (HPE) Recent Development
11.11 Dell Technologies
11.11.1 Dell Technologies Company Details
11.11.2 Dell Technologies Business Overview
11.11.3 Dell Technologies AI Over Edge Computing Introduction
11.11.4 Dell Technologies Revenue in AI Over Edge Computing Business (2021–2026)
11.11.5 Dell Technologies Recent Development
11.12 Supermicro
11.12.1 Supermicro Company Details
11.12.2 Supermicro Business Overview
11.12.3 Supermicro AI Over Edge Computing Introduction
11.12.4 Supermicro Revenue in AI Over Edge Computing Business (2021–2026)
11.12.5 Supermicro Recent Development
11.13 Advantech
11.13.1 Advantech Company Details
11.13.2 Advantech Business Overview
11.13.3 Advantech AI Over Edge Computing Introduction
11.13.4 Advantech Revenue in AI Over Edge Computing Business (2021–2026)
11.13.5 Advantech Recent Development
11.14 Huawei
11.14.1 Huawei Company Details
11.14.2 Huawei Business Overview
11.14.3 Huawei AI Over Edge Computing Introduction
11.14.4 Huawei Revenue in AI Over Edge Computing Business (2021–2026)
11.14.5 Huawei Recent Development
11.15 ZTE
11.15.1 ZTE Company Details
11.15.2 ZTE Business Overview
11.15.3 ZTE AI Over Edge Computing Introduction
11.15.4 ZTE Revenue in AI Over Edge Computing Business (2021–2026)
11.15.5 ZTE Recent Development
11.16 China Telecom
11.16.1 China Telecom Company Details
11.16.2 China Telecom Business Overview
11.16.3 China Telecom AI Over Edge Computing Introduction
11.16.4 China Telecom Revenue in AI Over Edge Computing Business (2021–2026)
11.16.5 China Telecom Recent Development
11.17 Alibaba Cloud
11.17.1 Alibaba Cloud Company Details
11.17.2 Alibaba Cloud Business Overview
11.17.3 Alibaba Cloud AI Over Edge Computing Introduction
11.17.4 Alibaba Cloud Revenue in AI Over Edge Computing Business (2021–2026)
11.17.5 Alibaba Cloud Recent Development
11.18 Tencent Cloud
11.18.1 Tencent Cloud Company Details
11.18.2 Tencent Cloud Business Overview
11.18.3 Tencent Cloud AI Over Edge Computing Introduction
11.18.4 Tencent Cloud Revenue in AI Over Edge Computing Business (2021–2026)
11.18.5 Tencent Cloud Recent Development
11.19 Baidu
11.19.1 Baidu Company Details
11.19.2 Baidu Business Overview
11.19.3 Baidu AI Over Edge Computing Introduction
11.19.4 Baidu Revenue in AI Over Edge Computing Business (2021–2026)
11.19.5 Baidu Recent Development
11.20 Inspur
11.20.1 Inspur Company Details
11.20.2 Inspur Business Overview
11.20.3 Inspur AI Over Edge Computing Introduction
11.20.4 Inspur Revenue in AI Over Edge Computing Business (2021–2026)
11.20.5 Inspur Recent Development
11.21 Lenovo
11.21.1 Lenovo Company Details
11.21.2 Lenovo Business Overview
11.21.3 Lenovo AI Over Edge Computing Introduction
11.21.4 Lenovo Revenue in AI Over Edge Computing Business (2021–2026)
11.21.5 Lenovo Recent Development
11.22 Hikvision
11.22.1 Hikvision Company Details
11.22.2 Hikvision Business Overview
11.22.3 Hikvision AI Over Edge Computing Introduction
11.22.4 Hikvision Revenue in AI Over Edge Computing Business (2021–2026)
11.22.5 Hikvision Recent Development
11.23 Dahua Technology
11.23.1 Dahua Technology Company Details
11.23.2 Dahua Technology Business Overview
11.23.3 Dahua Technology AI Over Edge Computing Introduction
11.23.4 Dahua Technology Revenue in AI Over Edge Computing Business (2021–2026)
11.23.5 Dahua Technology Recent Development
11.24 SenseTime
11.24.1 SenseTime Company Details
11.24.2 SenseTime Business Overview
11.24.3 SenseTime AI Over Edge Computing Introduction
11.24.4 SenseTime Revenue in AI Over Edge Computing Business (2021–2026)
11.24.5 SenseTime Recent Development
11.25 Horizon Robotics
11.25.1 Horizon Robotics Company Details
11.25.2 Horizon Robotics Business Overview
11.25.3 Horizon Robotics AI Over Edge Computing Introduction
11.25.4 Horizon Robotics Revenue in AI Over Edge Computing Business (2021–2026)
11.25.5 Horizon Robotics Recent Development
11.26 Sony Semiconductor Solutions
11.26.1 Sony Semiconductor Solutions Company Details
11.26.2 Sony Semiconductor Solutions Business Overview
11.26.3 Sony Semiconductor Solutions AI Over Edge Computing Introduction
11.26.4 Sony Semiconductor Solutions Revenue in AI Over Edge Computing Business (2021–2026)
11.26.5 Sony Semiconductor Solutions Recent Development
11.27 NEC Corporation
11.27.1 NEC Corporation Company Details
11.27.2 NEC Corporation Business Overview
11.27.3 NEC Corporation AI Over Edge Computing Introduction
11.27.4 NEC Corporation Revenue in AI Over Edge Computing Business (2021–2026)
11.27.5 NEC Corporation Recent Development
11.28 Fujitsu
11.28.1 Fujitsu Company Details
11.28.2 Fujitsu Business Overview
11.28.3 Fujitsu AI Over Edge Computing Introduction
11.28.4 Fujitsu Revenue in AI Over Edge Computing Business (2021–2026)
11.28.5 Fujitsu Recent Development
11.29 Hitachi
11.29.1 Hitachi Company Details
11.29.2 Hitachi Business Overview
11.29.3 Hitachi AI Over Edge Computing Introduction
11.29.4 Hitachi Revenue in AI Over Edge Computing Business (2021–2026)
11.29.5 Hitachi Recent Development
11.30 Renesas Electronics
11.30.1 Renesas Electronics Company Details
11.30.2 Renesas Electronics Business Overview
11.30.3 Renesas Electronics AI Over Edge Computing Introduction
11.30.4 Renesas Electronics Revenue in AI Over Edge Computing Business (2021–2026)
11.30.5 Renesas Electronics Recent Development
11.31 Toshiba
11.31.1 Toshiba Company Details
11.31.2 Toshiba Business Overview
11.31.3 Toshiba AI Over Edge Computing Introduction
11.31.4 Toshiba Revenue in AI Over Edge Computing Business (2021–2026)
11.31.5 Toshiba Recent Development
11.32 Mitsubishi Electric
11.32.1 Mitsubishi Electric Company Details
11.32.2 Mitsubishi Electric Business Overview
11.32.3 Mitsubishi Electric AI Over Edge Computing Introduction
11.32.4 Mitsubishi Electric Revenue in AI Over Edge Computing Business (2021–2026)
11.32.5 Mitsubishi Electric Recent Development
11.33 FANUC
11.33.1 FANUC Company Details
11.33.2 FANUC Business Overview
11.33.3 FANUC AI Over Edge Computing Introduction
11.33.4 FANUC Revenue in AI Over Edge Computing Business (2021–2026)
11.33.5 FANUC Recent Development
11.34 Omron
11.34.1 Omron Company Details
11.34.2 Omron Business Overview
11.34.3 Omron AI Over Edge Computing Introduction
11.34.4 Omron Revenue in AI Over Edge Computing Business (2021–2026)
11.34.5 Omron Recent Development
12 Analyst's Viewpoints/Conclusions
13 Appendix
13.1 Research Methodology
13.1.1 Methodology/Research Approach
13.1.1.1 Research Programs/Design
13.1.1.2 Market Size Estimation
13.1.1.3 Market Breakdown and Data Triangulation
13.1.2 Data Source
13.1.2.1 Secondary Sources
13.1.2.2 Primary Sources
13.2 Author Details
13.3 Disclaimer
TABLE OF FIGURES
List of Tables
Table 1. Global AI Over Edge Computing Market Size Growth Rate by Deployment Architecture (US$ Million): 2021 vs 2025 vs 2032
Table 2. Key Players of Device-Level Edge AI: <10W
Table 3. Key Players of Gateway-Level Edge AI: 10–100W
Table 4. Key Players of Server-Level Edge AI: 100W–5kW
Table 5. Key Players of Cluster-Level Edge AI: >5kW
Table 6. Global AI Over Edge Computing Market Size Growth Rate by AI Computing Performance (US$ Million): 2021 vs 2025 vs 2032
Table 7. Key Players of Low Performance: <10 TOPS
Table 8. Key Players of Medium Performance: 10–100 TOPS
Table 9. Key Players of High Performance: 100–1,000 TOPS
Table 10. Key Players of Ultra High Performance: >1,000 TOPS
Table 11. Global AI Over Edge Computing Market Size Growth Rate by Processing Location (US$ Million): 2021 vs 2025 vs 2032
Table 12. Key Players of On-Device AI
Table 13. Key Players of Near-Edge AI
Table 14. Key Players of Regional Edge AI
Table 15. Key Players of Cloud-Integrated Edge AI
Table 16. Key Players of Others
Table 17. Global AI Over Edge Computing Market Size Growth by Application (US$ Million): 2021 vs 2025 vs 2032
Table 18. Global AI Over Edge Computing Market Size by Region (US$ Million): 2021 vs 2025 vs 2032
Table 19. Global AI Over Edge Computing Market Size by Region (US$ Million), 2021–2026
Table 20. Global AI Over Edge Computing Market Share by Region (2021–2026)
Table 21. Global AI Over Edge Computing Forecasted Market Size by Region (US$ Million), 2027–2032
Table 22. Global AI Over Edge Computing Market Share by Region (2027–2032)
Table 23. AI Over Edge Computing Market Trends
Table 24. AI Over Edge Computing Market Drivers
Table 25. AI Over Edge Computing Market Challenges
Table 26. AI Over Edge Computing Market Restraints
Table 27. Global AI Over Edge Computing Revenue by Players (US$ Million), 2021–2026
Table 28. Global AI Over Edge Computing Market Share by Players (2021–2026)
Table 29. Global Top AI Over Edge Computing Players by Tier (Tier 1, Tier 2, and Tier 3), based on AI Over Edge Computing Revenue, 2025
Table 30. Ranking of Global Top AI Over Edge Computing Companies by Revenue (US$ Million) in 2025
Table 31. Global 5 Largest Players Market Share by AI Over Edge Computing Revenue (CR5 and HHI), 2021–2026
Table 32. Global Key Players of AI Over Edge Computing, Headquarters and Area Served
Table 33. Global Key Players of AI Over Edge Computing, Products and Applications
Table 34. Global Key Players of AI Over Edge Computing, Date of General Availability (GA)
Table 35. Mergers and Acquisitions, Expansion Plans
Table 36. Global AI Over Edge Computing Market Size by Deployment Architecture (US$ Million), 2021–2026
Table 37. Global AI Over Edge Computing Revenue Market Share by Deployment Architecture (2021–2026)
Table 38. Global AI Over Edge Computing Forecasted Market Size by Deployment Architecture (US$ Million), 2027–2032
Table 39. Global AI Over Edge Computing Revenue Market Share by Deployment Architecture (2027–2032)
Table 40. Global AI Over Edge Computing Market Size by Application (US$ Million), 2021–2026
Table 41. Global AI Over Edge Computing Revenue Market Share by Application (2021–2026)
Table 42. Global AI Over Edge Computing Forecasted Market Size by Application (US$ Million), 2027–2032
Table 43. Global AI Over Edge Computing Revenue Market Share by Application (2027–2032)
Table 44. North America AI Over Edge Computing Market Size Growth Rate by Country (US$ Million): 2021 vs 2025 vs 2032
Table 45. North America AI Over Edge Computing Market Size by Country (US$ Million), 2021–2026
Table 46. North America AI Over Edge Computing Market Size by Country (US$ Million), 2027–2032
Table 47. Europe AI Over Edge Computing Market Size Growth Rate by Country (US$ Million): 2021 vs 2025 vs 2032
Table 48. Europe AI Over Edge Computing Market Size by Country (US$ Million), 2021–2026
Table 49. Europe AI Over Edge Computing Market Size by Country (US$ Million), 2027–2032
Table 50. Asia-Pacific AI Over Edge Computing Market Size Growth Rate by Region (US$ Million): 2021 vs 2025 vs 2032
Table 51. Asia-Pacific AI Over Edge Computing Market Size by Region (US$ Million), 2021–2026
Table 52. Asia-Pacific AI Over Edge Computing Market Size by Region (US$ Million), 2027–2032
Table 53. Latin America AI Over Edge Computing Market Size Growth Rate by Country (US$ Million): 2021 vs 2025 vs 2032
Table 54. Latin America AI Over Edge Computing Market Size by Country (US$ Million), 2021–2026
Table 55. Latin America AI Over Edge Computing Market Size by Country (US$ Million), 2027–2032
Table 56. Middle East & Africa AI Over Edge Computing Market Size Growth Rate by Country (US$ Million): 2021 vs 2025 vs 2032
Table 57. Middle East & Africa AI Over Edge Computing Market Size by Country (US$ Million), 2021–2026
Table 58. Middle East & Africa AI Over Edge Computing Market Size by Country (US$ Million), 2027–2032
Table 59. NVIDIA Company Details
Table 60. NVIDIA Business Overview
Table 61. NVIDIA AI Over Edge Computing Product
Table 62. NVIDIA Revenue in AI Over Edge Computing Business (US$ Million), 2021–2026
Table 63. NVIDIA Recent Development
Table 64. Intel Company Details
Table 65. Intel Business Overview
Table 66. Intel AI Over Edge Computing Product
Table 67. Intel Revenue in AI Over Edge Computing Business (US$ Million), 2021–2026
Table 68. Intel Recent Development
Table 69. Qualcomm Company Details
Table 70. Qualcomm Business Overview
Table 71. Qualcomm AI Over Edge Computing Product
Table 72. Qualcomm Revenue in AI Over Edge Computing Business (US$ Million), 2021–2026
Table 73. Qualcomm Recent Development
Table 74. AMD Company Details
Table 75. AMD Business Overview
Table 76. AMD AI Over Edge Computing Product
Table 77. AMD Revenue in AI Over Edge Computing Business (US$ Million), 2021–2026
Table 78. AMD Recent Development
Table 79. Microsoft Company Details
Table 80. Microsoft Business Overview
Table 81. Microsoft AI Over Edge Computing Product
Table 82. Microsoft Revenue in AI Over Edge Computing Business (US$ Million), 2021–2026
Table 83. Microsoft Recent Development
Table 84. Amazon Web Services (AWS) Company Details
Table 85. Amazon Web Services (AWS) Business Overview
Table 86. Amazon Web Services (AWS) AI Over Edge Computing Product
Table 87. Amazon Web Services (AWS) Revenue in AI Over Edge Computing Business (US$ Million), 2021–2026
Table 88. Amazon Web Services (AWS) Recent Development
Table 89. Google Company Details
Table 90. Google Business Overview
Table 91. Google AI Over Edge Computing Product
Table 92. Google Revenue in AI Over Edge Computing Business (US$ Million), 2021–2026
Table 93. Google Recent Development
Table 94. IBM Company Details
Table 95. IBM Business Overview
Table 96. IBM AI Over Edge Computing Product
Table 97. IBM Revenue in AI Over Edge Computing Business (US$ Million), 2021–2026
Table 98. IBM Recent Development
Table 99. Cisco Systems Company Details
Table 100. Cisco Systems Business Overview
Table 101. Cisco Systems AI Over Edge Computing Product
Table 102. Cisco Systems Revenue in AI Over Edge Computing Business (US$ Million), 2021–2026
Table 103. Cisco Systems Recent Development
Table 104. Hewlett Packard Enterprise (HPE) Company Details
Table 105. Hewlett Packard Enterprise (HPE) Business Overview
Table 106. Hewlett Packard Enterprise (HPE) AI Over Edge Computing Product
Table 107. Hewlett Packard Enterprise (HPE) Revenue in AI Over Edge Computing Business (US$ Million), 2021–2026
Table 108. Hewlett Packard Enterprise (HPE) Recent Development
Table 109. Dell Technologies Company Details
Table 110. Dell Technologies Business Overview
Table 111. Dell Technologies AI Over Edge Computing Product
Table 112. Dell Technologies Revenue in AI Over Edge Computing Business (US$ Million), 2021–2026
Table 113. Dell Technologies Recent Development
Table 114. Supermicro Company Details
Table 115. Supermicro Business Overview
Table 116. Supermicro AI Over Edge Computing Product
Table 117. Supermicro Revenue in AI Over Edge Computing Business (US$ Million), 2021–2026
Table 118. Supermicro Recent Development
Table 119. Advantech Company Details
Table 120. Advantech Business Overview
Table 121. Advantech AI Over Edge Computing Product
Table 122. Advantech Revenue in AI Over Edge Computing Business (US$ Million), 2021–2026
Table 123. Advantech Recent Development
Table 124. Huawei Company Details
Table 125. Huawei Business Overview
Table 126. Huawei AI Over Edge Computing Product
Table 127. Huawei Revenue in AI Over Edge Computing Business (US$ Million), 2021–2026
Table 128. Huawei Recent Development
Table 129. ZTE Company Details
Table 130. ZTE Business Overview
Table 131. ZTE AI Over Edge Computing Product
Table 132. ZTE Revenue in AI Over Edge Computing Business (US$ Million), 2021–2026
Table 133. ZTE Recent Development
Table 134. China Telecom Company Details
Table 135. China Telecom Business Overview
Table 136. China Telecom AI Over Edge Computing Product
Table 137. China Telecom Revenue in AI Over Edge Computing Business (US$ Million), 2021–2026
Table 138. China Telecom Recent Development
Table 139. Alibaba Cloud Company Details
Table 140. Alibaba Cloud Business Overview
Table 141. Alibaba Cloud AI Over Edge Computing Product
Table 142. Alibaba Cloud Revenue in AI Over Edge Computing Business (US$ Million), 2021–2026
Table 143. Alibaba Cloud Recent Development
Table 144. Tencent Cloud Company Details
Table 145. Tencent Cloud Business Overview
Table 146. Tencent Cloud AI Over Edge Computing Product
Table 147. Tencent Cloud Revenue in AI Over Edge Computing Business (US$ Million), 2021–2026
Table 148. Tencent Cloud Recent Development
Table 149. Baidu Company Details
Table 150. Baidu Business Overview
Table 151. Baidu AI Over Edge Computing Product
Table 152. Baidu Revenue in AI Over Edge Computing Business (US$ Million), 2021–2026
Table 153. Baidu Recent Development
Table 154. Inspur Company Details
Table 155. Inspur Business Overview
Table 156. Inspur AI Over Edge Computing Product
Table 157. Inspur Revenue in AI Over Edge Computing Business (US$ Million), 2021–2026
Table 158. Inspur Recent Development
Table 159. Lenovo Company Details
Table 160. Lenovo Business Overview
Table 161. Lenovo AI Over Edge Computing Product
Table 162. Lenovo Revenue in AI Over Edge Computing Business (US$ Million), 2021–2026
Table 163. Lenovo Recent Development
Table 164. Hikvision Company Details
Table 165. Hikvision Business Overview
Table 166. Hikvision AI Over Edge Computing Product
Table 167. Hikvision Revenue in AI Over Edge Computing Business (US$ Million), 2021–2026
Table 168. Hikvision Recent Development
Table 169. Dahua Technology Company Details
Table 170. Dahua Technology Business Overview
Table 171. Dahua Technology AI Over Edge Computing Product
Table 172. Dahua Technology Revenue in AI Over Edge Computing Business (US$ Million), 2021–2026
Table 173. Dahua Technology Recent Development
Table 174. SenseTime Company Details
Table 175. SenseTime Business Overview
Table 176. SenseTime AI Over Edge Computing Product
Table 177. SenseTime Revenue in AI Over Edge Computing Business (US$ Million), 2021–2026
Table 178. SenseTime Recent Development
Table 179. Horizon Robotics Company Details
Table 180. Horizon Robotics Business Overview
Table 181. Horizon Robotics AI Over Edge Computing Product
Table 182. Horizon Robotics Revenue in AI Over Edge Computing Business (US$ Million), 2021–2026
Table 183. Horizon Robotics Recent Development
Table 184. Sony Semiconductor Solutions Company Details
Table 185. Sony Semiconductor Solutions Business Overview
Table 186. Sony Semiconductor Solutions AI Over Edge Computing Product
Table 187. Sony Semiconductor Solutions Revenue in AI Over Edge Computing Business (US$ Million), 2021–2026
Table 188. Sony Semiconductor Solutions Recent Development
Table 189. NEC Corporation Company Details
Table 190. NEC Corporation Business Overview
Table 191. NEC Corporation AI Over Edge Computing Product
Table 192. NEC Corporation Revenue in AI Over Edge Computing Business (US$ Million), 2021–2026
Table 193. NEC Corporation Recent Development
Table 194. Fujitsu Company Details
Table 195. Fujitsu Business Overview
Table 196. Fujitsu AI Over Edge Computing Product
Table 197. Fujitsu Revenue in AI Over Edge Computing Business (US$ Million), 2021–2026
Table 198. Fujitsu Recent Development
Table 199. Hitachi Company Details
Table 200. Hitachi Business Overview
Table 201. Hitachi AI Over Edge Computing Product
Table 202. Hitachi Revenue in AI Over Edge Computing Business (US$ Million), 2021–2026
Table 203. Hitachi Recent Development
Table 204. Renesas Electronics Company Details
Table 205. Renesas Electronics Business Overview
Table 206. Renesas Electronics AI Over Edge Computing Product
Table 207. Renesas Electronics Revenue in AI Over Edge Computing Business (US$ Million), 2021–2026
Table 208. Renesas Electronics Recent Development
Table 209. Toshiba Company Details
Table 210. Toshiba Business Overview
Table 211. Toshiba AI Over Edge Computing Product
Table 212. Toshiba Revenue in AI Over Edge Computing Business (US$ Million), 2021–2026
Table 213. Toshiba Recent Development
Table 214. Mitsubishi Electric Company Details
Table 215. Mitsubishi Electric Business Overview
Table 216. Mitsubishi Electric AI Over Edge Computing Product
Table 217. Mitsubishi Electric Revenue in AI Over Edge Computing Business (US$ Million), 2021–2026
Table 218. Mitsubishi Electric Recent Development
Table 219. FANUC Company Details
Table 220. FANUC Business Overview
Table 221. FANUC AI Over Edge Computing Product
Table 222. FANUC Revenue in AI Over Edge Computing Business (US$ Million), 2021–2026
Table 223. FANUC Recent Development
Table 224. Omron Company Details
Table 225. Omron Business Overview
Table 226. Omron AI Over Edge Computing Product
Table 227. Omron Revenue in AI Over Edge Computing Business (US$ Million), 2021–2026
Table 228. Omron Recent Development
Table 229. Research Programs/Design for This Report
Table 230. Key Data Information from Secondary Sources
Table 231. Key Data Information from Primary Sources
Table 232. Authors List of This Report
List of Figures
Figure 1. AI Over Edge Computing Picture
Figure 2. Global AI Over Edge Computing Market Size Comparison by Deployment Architecture (US$ Million), 2021–2032
Figure 3. Global AI Over Edge Computing Market Share by Deployment Architecture: 2025 vs 2032
Figure 4. Device-Level Edge AI: <10W Features
Figure 5. Gateway-Level Edge AI: 10–100W Features
Figure 6. Server-Level Edge AI: 100W–5kW Features
Figure 7. Cluster-Level Edge AI: >5kW Features
Figure 8. Global AI Over Edge Computing Market Size Comparison by AI Computing Performance (US$ Million), 2021–2032
Figure 9. Low Performance: <10 TOPS Features
Figure 10. Medium Performance: 10–100 TOPS Features
Figure 11. High Performance: 100–1,000 TOPS Features
Figure 12. Ultra High Performance: >1,000 TOPS Features
Figure 13. Global AI Over Edge Computing Market Size Comparison by Processing Location (US$ Million), 2021–2032
Figure 14. On-Device AI Features
Figure 15. Near-Edge AI Features
Figure 16. Regional Edge AI Features
Figure 17. Cloud-Integrated Edge AI Features
Figure 18. Others Features
Figure 19. Global AI Over Edge Computing Market Size by Application (US$ Million), 2021–2032
Figure 20. Global AI Over Edge Computing Market Share by Application: 2025 vs 2032
Figure 21. Autonomous Vehicles and Transportation Case Studies
Figure 22. Industrial Automation and Manufacturing Case Studies
Figure 23. Smart City and Surveillance Case Studies
Figure 24. Healthcare and Medical Devices Case Studies
Figure 25. Telecommunications and 5G Case Studies
Figure 26. Aerospace and Defense Case Studies
Figure 27. Consumer Electronics Case Studies
Figure 28. Others Case Studies
Figure 29. AI Over Edge Computing Report Years Considered
Figure 30. Global AI Over Edge Computing Market Size (US$ Million), Year-over-Year: 2021–2032
Figure 31. Global AI Over Edge Computing Market Size, (US$ Million), 2021 vs 2025 vs 2032
Figure 32. Global AI Over Edge Computing Market Share by Region: 2025 vs 2032
Figure 33. Global AI Over Edge Computing Market Share by Players in 2025
Figure 34. Global AI Over Edge Computing Market Share by Company Type (Tier 1, Tier 2, and Tier 3)
Figure 35. The Top 10 and 5 Players Market Share by AI Over Edge Computing Revenue in 2025
Figure 36. North America AI Over Edge Computing Market Size YoY Growth (US$ Million), 2021–2032
Figure 37. North America AI Over Edge Computing Market Share by Country (2021–2032)
Figure 38. United States AI Over Edge Computing Market Size YoY Growth (US$ Million), 2021–2032
Figure 39. Canada AI Over Edge Computing Market Size YoY Growth (US$ Million), 2021–2032
Figure 40. Europe AI Over Edge Computing Market Size YoY Growth (US$ Million), 2021–2032
Figure 41. Europe AI Over Edge Computing Market Share by Country (2021–2032)
Figure 42. Germany AI Over Edge Computing Market Size YoY Growth (US$ Million), 2021–2032
Figure 43. France AI Over Edge Computing Market Size YoY Growth (US$ Million), 2021–2032
Figure 44. U.K. AI Over Edge Computing Market Size YoY Growth (US$ Million), 2021–2032
Figure 45. Italy AI Over Edge Computing Market Size YoY Growth (US$ Million), 2021–2032
Figure 46. Russia AI Over Edge Computing Market Size YoY Growth (US$ Million), 2021–2032
Figure 47. Ireland AI Over Edge Computing Market Size YoY Growth (US$ Million), 2021–2032
Figure 48. Asia-Pacific AI Over Edge Computing Market Size YoY Growth (US$ Million), 2021–2032
Figure 49. Asia-Pacific AI Over Edge Computing Market Share by Region (2021–2032)
Figure 50. China AI Over Edge Computing Market Size YoY Growth (US$ Million), 2021–2032
Figure 51. Japan AI Over Edge Computing Market Size YoY Growth (US$ Million), 2021–2032
Figure 52. South Korea AI Over Edge Computing Market Size YoY Growth (US$ Million), 2021–2032
Figure 53. Southeast Asia AI Over Edge Computing Market Size YoY Growth (US$ Million), 2021–2032
Figure 54. India AI Over Edge Computing Market Size YoY Growth (US$ Million), 2021–2032
Figure 55. Australia & New Zealand AI Over Edge Computing Market Size YoY Growth (US$ Million), 2021–2032
Figure 56. Latin America AI Over Edge Computing Market Size YoY Growth (US$ Million), 2021–2032
Figure 57. Latin America AI Over Edge Computing Market Share by Country (2021–2032)
Figure 58. Mexico AI Over Edge Computing Market Size YoY Growth (US$ Million), 2021–2032
Figure 59. Brazil AI Over Edge Computing Market Size YoY Growth (US$ Million), 2021–2032
Figure 60. Middle East & Africa AI Over Edge Computing Market Size YoY Growth (US$ Million), 2021–2032
Figure 61. Middle East & Africa AI Over Edge Computing Market Share by Country (2021–2032)
Figure 62. Israel AI Over Edge Computing Market Size YoY Growth (US$ Million), 2021–2032
Figure 63. Saudi Arabia AI Over Edge Computing Market Size YoY Growth (US$ Million), 2021–2032
Figure 64. UAE AI Over Edge Computing Market Size YoY Growth (US$ Million), 2021–2032
Figure 65. NVIDIA Revenue Growth Rate in AI Over Edge Computing Business (2021–2026)
Figure 66. Intel Revenue Growth Rate in AI Over Edge Computing Business (2021–2026)
Figure 67. Qualcomm Revenue Growth Rate in AI Over Edge Computing Business (2021–2026)
Figure 68. AMD Revenue Growth Rate in AI Over Edge Computing Business (2021–2026)
Figure 69. Microsoft Revenue Growth Rate in AI Over Edge Computing Business (2021–2026)
Figure 70. Amazon Web Services (AWS) Revenue Growth Rate in AI Over Edge Computing Business (2021–2026)
Figure 71. Google Revenue Growth Rate in AI Over Edge Computing Business (2021–2026)
Figure 72. IBM Revenue Growth Rate in AI Over Edge Computing Business (2021–2026)
Figure 73. Cisco Systems Revenue Growth Rate in AI Over Edge Computing Business (2021–2026)
Figure 74. Hewlett Packard Enterprise (HPE) Revenue Growth Rate in AI Over Edge Computing Business (2021–2026)
Figure 75. Dell Technologies Revenue Growth Rate in AI Over Edge Computing Business (2021–2026)
Figure 76. Supermicro Revenue Growth Rate in AI Over Edge Computing Business (2021–2026)
Figure 77. Advantech Revenue Growth Rate in AI Over Edge Computing Business (2021–2026)
Figure 78. Huawei Revenue Growth Rate in AI Over Edge Computing Business (2021–2026)
Figure 79. ZTE Revenue Growth Rate in AI Over Edge Computing Business (2021–2026)
Figure 80. China Telecom Revenue Growth Rate in AI Over Edge Computing Business (2021–2026)
Figure 81. Alibaba Cloud Revenue Growth Rate in AI Over Edge Computing Business (2021–2026)
Figure 82. Tencent Cloud Revenue Growth Rate in AI Over Edge Computing Business (2021–2026)
Figure 83. Baidu Revenue Growth Rate in AI Over Edge Computing Business (2021–2026)
Figure 84. Inspur Revenue Growth Rate in AI Over Edge Computing Business (2021–2026)
Figure 85. Lenovo Revenue Growth Rate in AI Over Edge Computing Business (2021–2026)
Figure 86. Hikvision Revenue Growth Rate in AI Over Edge Computing Business (2021–2026)
Figure 87. Dahua Technology Revenue Growth Rate in AI Over Edge Computing Business (2021–2026)
Figure 88. SenseTime Revenue Growth Rate in AI Over Edge Computing Business (2021–2026)
Figure 89. Horizon Robotics Revenue Growth Rate in AI Over Edge Computing Business (2021–2026)
Figure 90. Sony Semiconductor Solutions Revenue Growth Rate in AI Over Edge Computing Business (2021–2026)
Figure 91. NEC Corporation Revenue Growth Rate in AI Over Edge Computing Business (2021–2026)
Figure 92. Fujitsu Revenue Growth Rate in AI Over Edge Computing Business (2021–2026)
Figure 93. Hitachi Revenue Growth Rate in AI Over Edge Computing Business (2021–2026)
Figure 94. Renesas Electronics Revenue Growth Rate in AI Over Edge Computing Business (2021–2026)
Figure 95. Toshiba Revenue Growth Rate in AI Over Edge Computing Business (2021–2026)
Figure 96. Mitsubishi Electric Revenue Growth Rate in AI Over Edge Computing Business (2021–2026)
Figure 97. FANUC Revenue Growth Rate in AI Over Edge Computing Business (2021–2026)
Figure 98. Omron Revenue Growth Rate in AI Over Edge Computing Business (2021–2026)
Figure 99. Bottom-up and Top-down Approaches for This Report
Figure 100. Data Triangulation
Figure 101. Key Executives Interviewed
KEY QUESTIONS ADDRESSED BY THE REPORT
Which region is expected to have the highest market share?
For each regional market, the report conducted in-depth comparative analysis from multiple dimensions such as market size, 14.2% compound annual growth rate, market demand, industrial structure, policy environment, and the layout of major enterprises. It systematically summarized the market characteristics and competitive environment of different regions. At the same time, it also focused on analyzing the demand structure, market growth drivers, and investment environment of each region, providing valuable references for enterprises to identify key regional markets, formulate global market layouts and sales strategies.
What was the global market size of AI Over Edge Computing in 2026?
Which companies rank high in the global AI Over Edge Computing market?
What was the global market size of AI Over Edge Computing in 2032?
What is the annual compound growth rate of the global AI Over Edge Computing market size from 2026 to 2032?
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