2025-2029年全球人工智慧边缘运算市场

全球人工智慧边缘运算市场预计将在2024年至2029年间成长至506.858亿美元，预测期内复合年增长率（CAGR）为31.9%。本报告对全球人工智慧边缘运算市场进行了全面分析，包括市场规模和预测、趋势、成长要素和挑战，以及对约25家公司的供应商分析。

本报告对当前市场状况、最新趋势和驱动因素以及整体市场环境进行了最新分析。市场成长的驱动因素包括边缘人工智慧设备的广泛应用、边缘人工智慧技术在交通运输和交通管理领域日益增长的应用，以及解决与云端资料传输和储存相关的隐私问题的需求。

本研究采用客观的方法，结合一手和二手资料，并参考了主要行业相关人员的意见。报告分析了主要企业，提供了全面的市场规模数据、区域细分市场分析以及供应商格局。报告同时提供了历史数据和预测数据。

该报告也强调，人工智慧边缘运算在即时分析领域的日益普及是未来几年推动全球人工智慧边缘运算市场成长的关键因素之一。云端运算的日益普及、对延迟敏感型应用的成长，以及零售业利用远端监控和影像分析技术来了解消费者购买行为，预计都将为市场带来巨大的需求。

目录

第一章执行摘要

第二章 Technavio 分析

• 价格、生命週期、顾客购买篮、采用率和购买标准分析
• 投入与差异化因素的重要性
• 混淆来源
• 驱动因素和挑战的影响

第三章 市场情势

• 市场生态系统
• 市场特征
• 价值链分析

第四章 市场规模

• 市场定义
• 市场区隔分析
• 2024年市场规模
• 2024-2029年市场展望

第五章 市场规模表现

• 2019-2023年全球人工智慧边缘运算市场
• 类型细分市场分析 2019-2023
• 2019-2023年最终用户细分市场分析
• 应用细分市场分析 2019-2023
• 2019-2023年区域细分市场分析
• 2019-2023年国家细分市场分析

第六章 定性分析

• 人工智慧是全球人工智慧边缘运算市场

第七章五力分析

• 五力分析概述
• 买方的议价能力
• 供应商的议价能力
• 新进入者的威胁
• 替代品的威胁
• 竞争威胁
• 市场状况

第八章 按类型分類的市场区隔

• 比较：按类型
• 硬体
• 软体和服务
• 按类型分類的市场机会

9. 按最终用户进行市场区隔

• 比较：按最终用户
• 影像监控
• 远端监控
• 存取管理
• 自动驾驶汽车
• 其他的
• 按最终用户分類的市场机会

第十章 按应用程式进行市场细分

• 比较：透过应用
• 家用电子电器
• 智慧城市
• 车
• 按应用分類的市场机会

第十一章 客户情况

第十二章 区域情势

• 区域细分
• 区域比较
• 北美洲
  • 美国
  • 加拿大
  • 墨西哥
• 欧洲
  • 英国
  • 德国
  • 法国
  • 义大利
  • 荷兰
  • 西班牙
• 亚太地区
  • 中国
  • 日本
  • 印度
  • 韩国
  • 澳洲
  • 印尼
• 南美洲
  • 巴西
  • 阿根廷
  • 哥伦比亚
• 中东和非洲
  • 沙乌地阿拉伯
  • 阿拉伯聯合大公国
  • 南非
  • 以色列
  • 土耳其
• 各区域的市场机会

第十三章：驱动因素、挑战与机会

• 市场驱动因素
• 市场挑战
• 驱动因素和挑战的影响
• 市场机会

第十四章 竞争格局

• 概述
• 竞争格局
• 令人困惑的局面
• 产业风险

第十五章 竞争分析

• 公司简介
• 企业排名指数
• 公司市场定位
• Amazon Web Services Inc.
• Azion Technologies Inc.
• Cisco Systems Inc.
• ClearBlade Inc.
• Hewlett Packard
• Huawei Technologies Co. Ltd.
• Intel Corp.
• IBM Corp.
• Johnson Controls International
• Microsoft Corp.
• Nutanix Inc.
• Rigado Inc.
• SAGUNA Network LTD.
• Synaptics Inc.
• Vapor IO Inc.

第十六章附录

The global AI edge computing market is forecasted to grow by USD 50685.8 mn during 2024-2029, accelerating at a CAGR of 31.9% during the forecast period. The report on the global AI edge computing market provides a holistic analysis, market size and forecast, trends, growth drivers, and challenges, as well as vendor analysis covering around 25 vendors.

The report offers an up-to-date analysis regarding the current market scenario, the latest trends and drivers, and the overall market environment. The market is driven by proliferation of edge AI devices, growing use of edge AI technology in transportation and traffic management, eliminates privacy issue of transmitting and storing data in cloud.

The study was conducted using an objective combination of primary and secondary information including inputs from key participants in the industry. The report contains a comprehensive market size data, segment with regional analysis and vendor landscape in addition to an analysis of the key companies. Reports have historic and forecast data.

Technavio's global AI edge computing market is segmented as below:

By Type

• Hardware
• Software and services

By End-User

• Video surveillance
• Remote monitoring
• Access management
• Autonomous vehicles
• Others

By Application

• Consumer electronics
• Smart cities
• Automotive

Geography

• North America
  • US
  • Canada
  • Mexico
• Europe
  • UK
  • Germany
  • France
  • Italy
  • The Netherlands
  • Spain
• APAC
  • China
  • Japan
  • India
  • South Korea
  • Australia
  • Indonesia
• South America
  • Brazil
  • Argentina
  • Colombia
• Middle East and Africa
  • UAE
  • South Africa
  • Turkey
• Rest of World (ROW)

This study identifies the growing use of AI edge computing to get real-time analytics as one of the prime reasons driving the global AI edge computing market growth during the next few years. Also, widespread adoption of cloud and growth of latency-specific applications and use of remote monitoring and video analytics in retail sector to understand consumers purchasing behavior will lead to sizable demand in the market.

The report on the global AI edge computing market covers the following areas:

• Global AI edge computing market sizing
• Global AI edge computing market forecast
• Global AI edge computing market industry analysis

The robust vendor analysis is designed to help clients improve their market position, and in line with this, this report provides a detailed analysis of several leading global AI edge computing market vendors that include Accenture PLC, Amazon Web Services Inc., Azion Technologies Inc., Cisco Systems Inc., ClearBlade Inc., Hewlett Packard, Huawei Technologies Co. Ltd., Intel Corp., IBM Corp., Johnson Controls International, Microsoft Corp., Nutanix Inc., Rigado Inc., SAGUNA Network LTD., SixSq SA, Synaptics Inc., Vapor IO Inc.. Also, the global AI edge computing market analysis report includes information on upcoming trends and challenges that will influence market growth. This is to help companies strategize and leverage all forthcoming growth opportunities.

The publisher presents a detailed picture of the market by the way of study, synthesis, and summation of data from multiple sources by an analysis of key parameters such as profit, pricing, competition, and promotions. It presents various market facets by identifying the key industry influencers. The data presented is comprehensive, reliable, and a result of extensive primary and secondary research. The market research reports provide a complete competitive landscape and an in-depth vendor selection methodology and analysis using qualitative and quantitative research to forecast accurate market growth.

Table of Contents

1 Executive Summary

• 1.1 Market overview
  • Executive Summary - Chart on Market Overview
  • Executive Summary - Data Table on Market Overview
  • Executive Summary - Chart on Global Market Characteristics
  • Executive Summary - Chart on Market by Geography
  • Executive Summary - Chart on Market Segmentation by Type
  • Executive Summary - Chart on Market Segmentation by End-user
  • Executive Summary - Chart on Market Segmentation by Application
  • Executive Summary - Chart on Incremental Growth
  • Executive Summary - Data Table on Incremental Growth
  • Executive Summary - Chart on Company Market Positioning

2 Technavio Analysis

• 2.1 Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria
  • Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria
• 2.2 Criticality of inputs and Factors of differentiation
• 2.3 Factors of disruption
• 2.4 Impact of drivers and challenges

3 Market Landscape

• 3.1 Market ecosystem
• 3.2 Market characteristics
• 3.3 Value chain analysis

4 Market Sizing

• 4.1 Market definition
• 4.2 Market segment analysis
  • Market segments
• 4.3 Market size 2024
• 4.4 Market outlook: Forecast for 2024-2029

5 Historic Market Size

• 5.1 Global AI Edge Computing Market 2019 - 2023
  • Historic Market Size - Data Table on Global AI Edge Computing Market 2019 - 2023 ($ million)
• 5.2 Type segment analysis 2019 - 2023
  • Historic Market Size - Type Segment 2019 - 2023 ($ million)
• 5.3 End-user segment analysis 2019 - 2023
  • Historic Market Size - End-user Segment 2019 - 2023 ($ million)
• 5.4 Application segment analysis 2019 - 2023
  • Historic Market Size - Application Segment 2019 - 2023 ($ million)
• 5.5 Geography segment analysis 2019 - 2023
  • Historic Market Size - Geography Segment 2019 - 2023 ($ million)
• 5.6 Country segment analysis 2019 - 2023
  • Historic Market Size - Country Segment 2019 - 2023 ($ million)

6 Qualitative Analysis

• 6.1 Impact of AI on the global AI edge computing market

7 Five Forces Analysis

• 7.1 Five forces summary
  • Five forces analysis - Comparison between 2024 and 2029
• 7.2 Bargaining power of buyers
  • Bargaining power of buyers - Impact of key factors 2024 and 2029
• 7.3 Bargaining power of suppliers
  • Bargaining power of suppliers - Impact of key factors in 2024 and 2029
• 7.4 Threat of new entrants
  • Threat of new entrants - Impact of key factors in 2024 and 2029
• 7.5 Threat of substitutes
  • Threat of substitutes - Impact of key factors in 2024 and 2029
• 7.6 Threat of rivalry
  • Threat of rivalry - Impact of key factors in 2024 and 2029
• 7.7 Market condition

8 Market Segmentation by Type

• 8.1 Market segments
• 8.2 Comparison by Type
• 8.3 Hardware - Market size and forecast 2024-2029
• 8.4 Software and services - Market size and forecast 2024-2029
• 8.5 Market opportunity by Type
  • Market opportunity by Type ($ million)

9 Market Segmentation by End-user

• 9.1 Market segments
• 9.2 Comparison by End-user
• 9.3 Video surveillance - Market size and forecast 2024-2029
• 9.4 Remote monitoring - Market size and forecast 2024-2029
• 9.5 Access management - Market size and forecast 2024-2029
• 9.6 Autonomous vehicles - Market size and forecast 2024-2029
• 9.7 Others - Market size and forecast 2024-2029
• 9.8 Market opportunity by End-user
  • Market opportunity by End-user ($ million)

10 Market Segmentation by Application

• 10.1 Market segments
• 10.2 Comparison by Application
• 10.3 Consumer electronics - Market size and forecast 2024-2029
• 10.4 Smart cities - Market size and forecast 2024-2029
• 10.5 Automotive - Market size and forecast 2024-2029
• 10.6 Market opportunity by Application
  • Market opportunity by Application ($ million)

11 Customer Landscape

• 11.1 Customer landscape overview
  • Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria

12 Geographic Landscape

• 12.1 Geographic segmentation
• 12.2 Geographic comparison
• 12.3 North America - Market size and forecast 2024-2029
  • 12.3.1 US - Market size and forecast 2024-2029
  • 12.3.2 Canada - Market size and forecast 2024-2029
  • 12.3.3 Mexico - Market size and forecast 2024-2029
• 12.4 Europe - Market size and forecast 2024-2029
  • 12.4.1 UK - Market size and forecast 2024-2029
  • 12.4.2 Germany - Market size and forecast 2024-2029
  • 12.4.3 France - Market size and forecast 2024-2029
  • 12.4.4 Italy - Market size and forecast 2024-2029
  • 12.4.5 The Netherlands - Market size and forecast 2024-2029
  • 12.4.6 Spain - Market size and forecast 2024-2029
• 12.5 APAC - Market size and forecast 2024-2029
  • 12.5.1 China - Market size and forecast 2024-2029
  • 12.5.2 Japan - Market size and forecast 2024-2029
  • 12.5.3 India - Market size and forecast 2024-2029
  • 12.5.4 South Korea - Market size and forecast 2024-2029
  • 12.5.5 Australia - Market size and forecast 2024-2029
  • 12.5.6 Indonesia - Market size and forecast 2024-2029
• 12.6 South America - Market size and forecast 2024-2029
  • 12.6.1 Brazil - Market size and forecast 2024-2029
  • 12.6.2 Argentina - Market size and forecast 2024-2029
  • 12.6.3 Colombia - Market size and forecast 2024-2029
• 12.7 Middle East and Africa - Market size and forecast 2024-2029
  • 12.7.1 Saudi Arabia - Market size and forecast 2024-2029
  • 12.7.2 UAE - Market size and forecast 2024-2029
  • 12.7.3 South Africa - Market size and forecast 2024-2029
  • 12.7.4 Israel - Market size and forecast 2024-2029
  • 12.7.5 Turkey - Market size and forecast 2024-2029
• 12.8 Market opportunity by geography
  • Market opportunity by geography ($ million)
  • Data Tables on Market opportunity by geography ($ million)

13 Drivers, Challenges, and Opportunity

• 13.1 Market drivers
  • Proliferation of edge AI devices
  • Growing use of edge AI technology in transportation and traffic management
  • Eliminates privacy issue of transmitting and storing data in cloud
• 13.2 Market challenges
  • Security concerns related to edge AI devices
  • High investments required for AI edge computing
  • Issues with data quality in AI edge computing
• 13.3 Impact of drivers and challenges
  • Impact of drivers and challenges in 2024 and 2029
• 13.4 Market opportunities
  • Growing use of AI edge computing to get real-time analytics
  • Widespread adoption of cloud and growth of latency-specific applications
  • Use of remote monitoring and video analytics in retail sector to understand consumers purchasing behavior

14 Competitive Landscape

• 14.1 Overview
• 14.2 Competitive Landscape
  • Overview on criticality of inputs and factors of differentiation
• 14.3 Landscape disruption
  • Overview on factors of disruption
• 14.4 Industry risks
  • Impact of key risks on business

15 Competitive Analysis

• 15.1 Companies profiled
  • Companies covered
• 15.2 Company ranking index
  • Company ranking index
• 15.3 Market positioning of companies
  • Matrix on companies position and classification
• 15.4 Amazon Web Services Inc.
  • Amazon Web Services Inc. - Overview
  • Amazon Web Services Inc. - Product / Service
  • Amazon Web Services Inc. - Key news
  • Amazon Web Services Inc. - Key offerings
  • SWOT
• 15.5 Azion Technologies Inc.
  • Azion Technologies Inc. - Overview
  • Azion Technologies Inc. - Product / Service
  • Azion Technologies Inc. - Key offerings
  • SWOT
• 15.6 Cisco Systems Inc.
  • Cisco Systems Inc. - Overview
  • Cisco Systems Inc. - Business segments
  • Cisco Systems Inc. - Key news
  • Cisco Systems Inc. - Key offerings
  • Cisco Systems Inc. - Segment focus
  • SWOT
• 15.7 ClearBlade Inc.
  • ClearBlade Inc. - Overview
  • ClearBlade Inc. - Product / Service
  • ClearBlade Inc. - Key offerings
  • SWOT
• 15.8 Hewlett Packard
  • Hewlett Packard - Overview
  • Hewlett Packard - Business segments
  • Hewlett Packard - Key news
  • Hewlett Packard - Key offerings
  • Hewlett Packard - Segment focus
  • SWOT
• 15.9 Huawei Technologies Co. Ltd.
  • Huawei Technologies Co. Ltd. - Overview
  • Huawei Technologies Co. Ltd. - Product / Service
  • Huawei Technologies Co. Ltd. - Key news
  • Huawei Technologies Co. Ltd. - Key offerings
  • SWOT
• 15.10 Intel Corp.
  • Intel Corp. - Overview
  • Intel Corp. - Business segments
  • Intel Corp. - Key news
  • Intel Corp. - Key offerings
  • Intel Corp. - Segment focus
  • SWOT
• 15.11 IBM Corp.
  • IBM Corp. - Overview
  • IBM Corp. - Business segments
  • IBM Corp. - Key news
  • IBM Corp. - Key offerings
  • IBM Corp. - Segment focus
  • SWOT
• 15.12 Johnson Controls International
  • Johnson Controls International - Overview
  • Johnson Controls International - Business segments
  • Johnson Controls International - Key news
  • Johnson Controls International - Key offerings
  • Johnson Controls International - Segment focus
  • SWOT
• 15.13 Microsoft Corp.
  • Microsoft Corp. - Overview
  • Microsoft Corp. - Business segments
  • Microsoft Corp. - Key news
  • Microsoft Corp. - Key offerings
  • Microsoft Corp. - Segment focus
  • SWOT
• 15.14 Nutanix Inc.
  • Nutanix Inc. - Overview
  • Nutanix Inc. - Product / Service
  • Nutanix Inc. - Key offerings
  • SWOT
• 15.15 Rigado Inc.
  • Rigado Inc. - Overview
  • Rigado Inc. - Product / Service
  • Rigado Inc. - Key offerings
  • SWOT
• 15.16 SAGUNA Network LTD.
  • SAGUNA Network LTD. - Overview
  • SAGUNA Network LTD. - Product / Service
  • SAGUNA Network LTD. - Key offerings
  • SWOT
• 15.17 Synaptics Inc.
  • Synaptics Inc. - Overview
  • Synaptics Inc. - Product / Service
  • Synaptics Inc. - Key offerings
  • SWOT
• 15.18 Vapor IO Inc.
  • Vapor IO Inc. - Overview
  • Vapor IO Inc. - Product / Service
  • Vapor IO Inc. - Key offerings
  • SWOT

16 Appendix

• 16.1 Scope of the report
  • Market definition
  • Objectives
  • Notes and caveats
• 16.2 Inclusions and exclusions checklist
  • Inclusions checklist
  • Exclusions checklist
• 16.3 Currency conversion rates for US$
  • Currency conversion rates for US$
• 16.4 Research methodology
  • Research methodology
• 16.5 Data procurement
  • Information sources
• 16.6 Data validation
  • Data validation
• 16.7 Validation techniques employed for market sizing
  • Validation techniques employed for market sizing
• 16.8 Data synthesis
  • Data synthesis
• 16.9 360 degree market analysis
  • 360 degree market analysis
• 16.10 List of abbreviations
  • List of abbreviations