边缘人工智慧软体市场规模、份额和成长分析（按组件、应用、设备类型、垂直产业和地区划分）－2026-2033年产业预测

预计到 2024 年，边缘人工智慧软体市场规模将达到 26.5 亿美元，到 2025 年将成长至 33.5 亿美元，到 2033 年将成长至 218.3 亿美元，在预测期（2026-2033 年）内，复合年增长率为 26.4%。

边缘人工智慧软体透过实现即时数据生成和决策，正在革新实时运作。其整合可延长製造过程中穿戴式装置的电池续航时间，同时支援云端大规模资料存储，从而缓解串流传输问题并增强资料隐私。由于其对多重云端环境的支援以及快速执行高级人工智慧分析的能力，这项技术正在通讯业和企业领域迅速普及。汽车产业也受惠于边缘人工智慧的创新，尤其是在快速发展的自动驾驶汽车市场。与传统网路技术相比，透过边缘运算增强的资料管治能够改善资料管理，降低营运成本，并更快提供洞察。此外，本地资料处理可在不损害资料隐私的前提下最大限度地降低通讯成本，从而在各行业释放巨大的潜力。

边缘人工智慧软体市场驱动因素

边缘人工智慧软体市场的发展动力源于企业日益认识到远距办公能够显着节省基础设施和办公空间成本。许多员工在家工作时工作效率显着提高，这推动了对远距办公解决方案的需求。为了促进分散式团队之间的协作，企业正在增加对先进远距办公技术的投资，例如计划管理工具、云端文件共用系统和虚拟会议应用程式。此外，随着远端办公的广泛应用，确保企业网路和资料安全存取所需的强大网路安全措施变得日益重要，这也进一步促进了市场成长。

边缘人工智慧软体市场面临的限制因素

边缘人工智慧软体市场面临一些限制，主要源自于智慧型手机、物联网设备和边缘伺服器等边缘设备的限制。与云端系统相比，这些设备的运算能力往往较低，这会限制边缘人工智慧演算法的复杂性和扩充性。因此，这种限制会对边缘人工智慧软体解决方案的效能和功能产生负面影响，阻碍其在即时数据处理和分析方面的有效性。因此，在当前情况下，如何在边缘人工智慧应用中实现最佳效能仍然是一项重大挑战。

边缘人工智慧软体市场趋势

边缘人工智慧软体市场正经历边缘运算与云端运算的显着融合，这催生了向整合解决方案发展的重大趋势。这些先进的边缘人工智慧软体产品能够实现本地和云端基础架构之间的无缝协作，从而实现高效的资料传输、模型训练和即时推理。随着各组织机构日益认识到利用边缘和云端能力的优势，从医疗保健到製造业等各行业对强大的边缘人工智慧解决方案的需求都在激增。这种协同效应正在提升营运效率、降低延迟并增强资料安全性，使边缘人工智慧成为未来数位转型的基础技术。

目录

介绍

• 调查目标
• 调查范围
• 定义

调查方法

• 资讯收集
• 二手资料和一手资料方法
• 市场规模预测
• 市场假设与限制

执行摘要

• 全球市场展望
• 供需趋势分析
• 细分市场机会分析

市场动态与展望

• 市场规模
• 市场动态
  • 驱动因素和机会
  • 限制与挑战
• 波特分析

关键市场考察

• 关键成功因素
• 竞争程度
• 关键投资机会
• 市场生态系统
• 市场吸引力指数（2025）
• PESTEL 分析
• 总体经济指标
• 价值链分析
• 定价分析

全球边缘人工智慧软体市场规模（按组件和复合年增长率划分）（2026-2033 年）

• 硬体
• 软体
• 边缘云端基础设施服务

全球边缘人工智慧软体市场规模（按应用领域及复合年增长率划分）（2026-2033 年）

• 视讯监控
• 存取管理
• 自动驾驶汽车
• 能源管理
• 其他的

全球边缘人工智慧软体市场规模（按设备类型和复合年增长率划分）（2026-2033 年）

• 智慧型手机
• 相机
• 机器人
• 穿戴式装置
• 智慧音箱
• 监视录影机
• 边缘伺服器
• 智慧镜
• 其他的

全球边缘人工智慧软体市场规模（按产业垂直领域划分）及复合年增长率（2026-2033 年）

• 车
• 製造业
• 卫生保健
• 能源与公共产业
• 消费品
• 资讯科技/通讯
• 其他（零售）

全球边缘人工智慧软体市场规模及复合年增长率（2026-2033）

• 北美洲
  • 美国
  • 加拿大
• 欧洲
  • 德国
  • 西班牙
  • 法国
  • 英国
  • 义大利
  • 其他欧洲地区
• 亚太地区
  • 中国
  • 印度
  • 日本
  • 韩国
  • 亚太其他地区
• 拉丁美洲
  • 巴西
  • 其他拉丁美洲地区
• 中东和非洲
  • 海湾合作委员会国家
  • 南非
  • 其他中东和非洲地区

竞争资讯

• 前五大公司对比
• 主要企业的市场定位（2025 年）
• 主要市场参与者所采取的策略
• 近期市场趋势
• 公司市占率分析（2025 年）
• 主要企业公司简介
  • 公司详情
  • 产品系列分析
  • 依业务板块进行公司股票分析
  • 2023-2025年营收年比比较

主要企业简介

• NVIDIA（US）
• Intel（US）
• Google（US）
• Microsoft（US）
• Amazon Web Services（AWS）（US）
• IBM（US）
• Qualcomm（US）
• Siemens（Germany）
• Bosch（Germany）
• Honeywell（US）
• Rockwell Automation（US）
• PTC（US）
• Edge Impulse（US）
• ClearBlade（US）
• Edge Tier（US）
• Run：ai（Israel）
• GreenWaves Technologies（France）
• Esper（US）
• Canonical（UK）

结论与建议

Edge AI Software Market size was valued at USD 2.65 Billion in 2024 and is poised to grow from USD 3.35 Billion in 2025 to USD 21.83 Billion by 2033, growing at a CAGR of 26.4% during the forecast period (2026-2033).

Edge AI software is revolutionizing real-time operations by facilitating immediate data creation and decision-making. Its integration enhances wearable gadget battery life during manufacturing while simultaneously enabling substantial data storage in the cloud, mitigating streaming issues and bolstering data privacy. This technology is gaining traction across telecom and enterprise sectors due to its support for multi-cloud environments and its capability to execute sophisticated AI analytics promptly. The automotive industry is also benefiting from edge AI innovations, particularly in the rapidly evolving autonomous vehicle market. Enhanced by edge computing, data governance improves, operational costs decrease, and insights become faster compared to previous network technologies. Furthermore, localized data processing minimizes communication costs without compromising data privacy, unlocking significant potential across various industries.

Top-down and bottom-up approaches were used to estimate and validate the size of the Edge AI Software market and to estimate the size of various other dependent submarkets. The research methodology used to estimate the market size includes the following details: The key players in the market were identified through secondary research, and their market shares in the respective regions were determined through primary and secondary research. This entire procedure includes the study of the annual and financial reports of the top market players and extensive interviews for key insights from industry leaders such as CEOs, VPs, directors, and marketing executives. All percentage shares split, and breakdowns were determined using secondary sources and verified through Primary sources. All possible parameters that affect the markets covered in this research study have been accounted for, viewed in extensive detail, verified through primary research, and analyzed to get the final quantitative and qualitative data.

Edge AI Software Market Segments Analysis

Global Edge AI Software Market is segmented by Component, Application, Device type, Industry and region. Based on Component, the market is segmented into Hardware, Software and Edge Cloud Infrastructure Services. Based on Application, the market is segmented into Video Surveillance, Access Management, Autonomous Vehicles, Energy Management and Others. Based on Device type, the market is segmented into Smartphones, Cameras, Robots, Wearables, Smart speakers, Surveillance Cameras, Edge Servers,Smart Mirrorsand Others. Based on Industry, the market is segmented into Automotive, Manufacturing, Healthcare, Energy and Utility, Consumer Goods, IT & Telecom and Others (Retail). Based on region, the market is segmented into North America, Europe, Asia Pacific, Latin America and Middle East & Africa.

Driver of the Edge AI Software Market

The Edge AI Software market is propelled by a growing recognition among businesses that remote work offers significant cost savings tied to infrastructure and office space. Many employees have realized enhanced productivity while working from home, which fuels the demand for remote employment solutions. Companies are increasingly investing in advanced remote work technologies, such as project management tools, cloud-based file-sharing systems, and virtual meeting applications to facilitate collaboration among distributed teams. Additionally, as the prevalence of remote work rises, the need for robust cybersecurity measures to ensure secure access to company networks and data becomes increasingly critical, further driving market growth.

Restraints in the Edge AI Software Market

The Edge AI Software market faces certain limitations primarily due to the constraints of edge devices, including smartphones, IoT devices, and edge servers. These devices typically possess lower computational power when compared to cloud-based systems, which can restrict the complexity and scalability of AI algorithms functioning at the edge. As a result, this limitation can adversely affect both the performance and capabilities of Edge AI software solutions, hindering their effectiveness in processing and analyzing data in real-time. Thus, achieving optimal performance in Edge AI applications remains a significant challenge in the current landscape.

Market Trends of the Edge AI Software Market

The Edge AI software market is witnessing a remarkable convergence of edge computing and cloud computing, driving a significant trend towards integrated solutions. These advanced Edge AI software offerings enable seamless interaction between local and cloud infrastructures, facilitating efficient data transfer, model training, and real-time inferencing. As organizations increasingly recognize the benefits of leveraging both edge and cloud capabilities, the demand for robust Edge AI solutions is surging across diverse sectors, ranging from healthcare to manufacturing. This synergy enhances operational efficiency, reduces latency, and bolsters data security, positioning Edge AI as a cornerstone technology for future digital transformations.

Table of Contents

Introduction

• Objectives of the Study
• Scope of the Report
• Definitions

Research Methodology

• Information Procurement
• Secondary & Primary Data Methods
• Market Size Estimation
• Market Assumptions & Limitations

Executive Summary

• Global Market Outlook
• Supply & Demand Trend Analysis
• Segmental Opportunity Analysis

Market Dynamics & Outlook

• Market Overview
• Market Size
• Market Dynamics
  • Drivers & Opportunities
  • Restraints & Challenges
• Porters Analysis
  • Competitive rivalry
  • Threat of substitute
  • Bargaining power of buyers
  • Threat of new entrants
  • Bargaining power of suppliers

Key Market Insights

• Key Success Factors
• Degree of Competition
• Top Investment Pockets
• Market Ecosystem
• Market Attractiveness Index, 2025
• PESTEL Analysis
• Macro-Economic Indicators
• Value Chain Analysis
• Pricing Analysis

Global Edge AI Software Market Size by Component & CAGR (2026-2033)

• Market Overview
• Hardware
• Software
• Edge Cloud Infrastructure Services

Global Edge AI Software Market Size by Application & CAGR (2026-2033)

• Market Overview
• Video Surveillance
• Access Management
• Autonomous Vehicles
• Energy Management
• Others

Global Edge AI Software Market Size by Device type & CAGR (2026-2033)

• Market Overview
• Smartphones
• Cameras
• Robots
• Wearables
• Smart speakers
• Surveillance Cameras
• Edge Servers
• Smart Mirrors
• Others

Global Edge AI Software Market Size by Industry & CAGR (2026-2033)

• Market Overview
• Automotive
• Manufacturing
• Healthcare
• Energy and Utility
• Consumer Goods
• IT & Telecom
• Others (Retail)

Global Edge AI Software Market Size & CAGR (2026-2033)

• North America (Component, Application, Device type, Industry)
  • US
  • Canada
• Europe (Component, Application, Device type, Industry)
  • Germany
  • Spain
  • France
  • UK
  • Italy
  • Rest of Europe
• Asia Pacific (Component, Application, Device type, Industry)
  • China
  • India
  • Japan
  • South Korea
  • Rest of Asia-Pacific
• Latin America (Component, Application, Device type, Industry)
  • Brazil
  • Rest of Latin America
• Middle East & Africa (Component, Application, Device type, Industry)
  • GCC Countries
  • South Africa
  • Rest of Middle East & Africa

Competitive Intelligence

• Top 5 Player Comparison
• Market Positioning of Key Players, 2025
• Strategies Adopted by Key Market Players
• Recent Developments in the Market
• Company Market Share Analysis, 2025
• Company Profiles of All Key Players
  • Company Details
  • Product Portfolio Analysis
  • Company's Segmental Share Analysis
  • Revenue Y-O-Y Comparison (2023-2025)

Key Company Profiles

• NVIDIA (US)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Intel (US)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Google (US)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Microsoft (US)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Amazon Web Services (AWS) (US)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• IBM (US)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Qualcomm (US)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Siemens (Germany)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Bosch (Germany)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Honeywell (US)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Rockwell Automation (US)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• PTC (US)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Edge Impulse (US)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• ClearBlade (US)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Edge Tier (US)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Run:ai (Israel)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• GreenWaves Technologies (France)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Esper (US)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Canonical (UK)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments

Conclusion & Recommendations