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市场调查报告书
商品编码
1768938

全球边缘人工智慧软体市场

Edge AI Software
出版日期: | 出版商: Global Industry Analysts, Inc. | 英文 172 Pages | 商品交期: 最快1-2个工作天内

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简介目录

到 2030 年，全球边缘 AI 软体市场规模将达到 60 亿美元

全球边缘人工智慧软体市场规模预计在2024年为20亿美元，预计到2030年将达到60亿美元，2024年至2030年的复合年增长率为20.4%。服务是本报告分析的细分市场之一，预计其复合年增长率为21.6%，到分析期结束时规模将达到43亿美元。解决方案细分市场在分析期间内的复合年增长率预计为17.9%。

美国市场规模估计为 5.595 亿美元，中国市场预计复合年增长率为 19.3%

美国边缘人工智慧软体市场规模预计在2024年达到5.595亿美元。预计到2030年，作为世界第二大经济体的中国市场规模将达到8.971亿美元，在2024-2030年的分析期内，复合年增长率为19.3%。其他值得关注的区域市场包括日本和加拿大，预计在分析期间内，这两个市场的复合年增长率分别为18.3%和17.3%。在欧洲，预计德国市场的复合年增长率约为14.7%。

全球边缘人工智慧软体市场—主要趋势与驱动因素摘要

Edge AI 软体将如何改变资料处理与即时决策？

边缘人工智慧软体正在彻底改变资料处理和即时决策，它使人工智慧演算法能够直接在本地设备（即「边缘」）上运行，而无需依赖集中式云端基础处理。该软体能够在数据生成的地方（例如物联网设备、感测器、智慧型手机）即时处理数据，从而实现更快的响应速度，并减少对持续连接云端的需求。这种能力对于製造业、医疗保健和自动驾驶汽车等行业至关重要，因为即时洞察和行动能够提高业务效率、增强安全性并减少与延迟相关的问题。例如，在工业自动化领域，边缘人工智慧软体可以即时检测生产线上的缺陷，最大限度地减少停机时间并提高产品品质。

此外，边缘人工智慧软体显着减少了需要传输到云端储存的资料量，降低了频宽成本，同时透过将敏感资讯保存在本地来增强资料安全性。边缘人工智慧能够在现场处理数据，从而实现预测性维护、增强安全监控，并在消费者应用中提供个人化体验。随着企业越来越重视速度、安全性和成本效益，边缘人工智慧软体正变得至关重要，因为它能够在各个领域提供即时、可操作的洞察。

哪些技术创新正在推动边缘人工智慧软体的发展？

硬体加速、AI 模型优化和分散式运算的进步正在推动边缘 AI 软体的显着改进。硬体的进步，尤其是处理器和图形处理单元 (GPU)，使得更小的设备能够拥有更快、更有效率的处理能力，从而支援边缘的复杂 AI 演算法。神经处理单元 (NPU) 和张量处理单元 (TPU) 等技术使边缘设备能够以更低的功耗处理深度学习任务，从而使边缘 AI 解决方案更适用于行动装置、穿戴式装置和远端感测器等应用。

模型量化和剪枝等 AI 模型优化技术对于边缘 AI 软体也至关重要，因为它们可以在不牺牲效能的情况下降低机器学习模型的运算需求。这使得先进的 AI 演算法即使在小型设备上也能高效运行，使边缘 AI 更易于存取且价格更实惠。此外，分散式运算模型支援边缘设备协作，创建一个统一的网络，使设备共用资料并协同工作，从而提供全面的洞察。随着此类创新的推进，边缘 AI 软体预计将变得更快、更有效率、更广泛地应用，从而为需要快速处理和最低延迟的应用程式提供支援。

为什么各行各业都转向边缘人工智慧来提高业务效率和安全性？

越来越多的行业正在采用边缘人工智慧软体来提高业务效率和资料安全性。在自动驾驶汽车、智慧城市和工业IoT等即时数据处理至关重要的应用中，边缘人工智慧可以加快数据分析速度，并减少对云端连接的依赖。现场处理资料使企业能够即时决策并实现流程自动化，从而缩短回应时间并提高营运可靠性。例如，製造企业正在使用边缘人工智慧来监控设备并预测维护需求，从而最大限度地减少停机时间并提高生产力。

资料安全也是一个关键驱动因素，边缘人工智慧减少了将敏感资料传输到云端储存的需求。透过在本地处理数据，医疗保健和金融等行业可以更好地保护患者和客户讯息，同时满足法规合规性要求。边缘人工智慧还能最大限度地减少频宽使用量并降低云端储存成本，使其成为管理资料密集型应用程式的经济高效的选择。随着各行各业对隐私、成本效益和更快处理速度的关注，边缘人工智慧软体正成为安全高效资料管理的首选解决方案。

是什么推动了边缘 AI 软体市场的成长？

边缘人工智慧软体市场的成长得益于物联网设备的兴起、即时分析的需求以及人工智慧和机器学习技术的进步。製造业、农业和物流业等行业的物联网网路的快速扩张，催生了对能够在源头进行即时资料处理的边缘人工智慧解决方案的需求。随着物联网设备的激增，高效、可扩展且经济高效的处理方法至关重要，而边缘人工智慧软体提供了一种解决方案，可以在本地分析数据，减少网路流量，并加快决策速度。

即时分析的需求也刺激了边缘人工智慧的采用。企业正在寻求提高预测性维护、交通管理和个人化消费者体验等应用的反应速度。此外，人工智慧演算法和硬体的进步，例如优化的深度学习模型和节能处理单元，正在使边缘人工智慧更易于存取和高效。由于边缘人工智慧软体支援本地化资料处理并帮助企业遵守严格的隐私要求，对资料安全和隐私的监管要求也促进了市场成长。随着技术的不断创新和使用案例的不断扩展，边缘人工智慧软体市场预计将在对即时、安全且经济高效的数据处理解决方案的需求的推动下实现持续增长。

部分

元件（服务、解决方案）、资料来源（视讯/影像识别、语音辨识、生物特征资料、感测器资料、行动资料）、产业（政府/公共部门、製造业、汽车、能源/公共产业、其他产业）

受访公司范例

  • Anagog
  • Amazon Web Services（AWS）
  • Bragi
  • Foghorn Systems
  • Google
  • IBM Corporation
  • Imagimob
  • Invision AI
  • Microsoft Corporation
  • Nutanix
  • Octonion
  • Swim.AI
  • Tact.AI
  • Tibco
  • Veea
  • Xnor.AI

人工智慧集成

全球产业分析师正在利用可操作的专家内容和人工智慧工具改变市场和竞争情报。

Global Industry Analysts 并未遵循典型的 LLM 或特定产业的 SLM查询，而是建立了一个从全球专家收集的内容库，其中包括影片录影、部落格、搜寻引擎研究以及大量的公司、产品/服务和市场数据。

关税影响係数

全球产业分析师根据公司总部所在国家、製造地、进出口状况（成品和原始OEM）预测其竞争态势的变化。这种复杂且多面向的市场动态预计将以多种方式影响竞争对手，包括销货成本成本 (COGS) 上升、盈利下降、供应链重组以及其他微观和宏观市场动态。

目录

第一章调查方法

第二章执行摘要

  • 市场概览
  • 主要企业
  • 市场趋势和驱动因素
  • 全球市场展望

第三章市场分析

  • 美国
  • 加拿大
  • 日本
  • 中国
  • 欧洲
  • 法国
  • 德国
  • 义大利
  • 英国
  • 其他欧洲国家
  • 亚太地区
  • 其他地区

第四章 比赛

简介目录
Product Code: MCP21680

Global Edge AI Software Market to Reach US$6.0 Billion by 2030

The global market for Edge AI Software estimated at US$2.0 Billion in the year 2024, is expected to reach US$6.0 Billion by 2030, growing at a CAGR of 20.4% over the analysis period 2024-2030. Services, one of the segments analyzed in the report, is expected to record a 21.6% CAGR and reach US$4.3 Billion by the end of the analysis period. Growth in the Solutions segment is estimated at 17.9% CAGR over the analysis period.

The U.S. Market is Estimated at US$559.5 Million While China is Forecast to Grow at 19.3% CAGR

The Edge AI Software market in the U.S. is estimated at US$559.5 Million in the year 2024. China, the world's second largest economy, is forecast to reach a projected market size of US$897.1 Million by the year 2030 trailing a CAGR of 19.3% over the analysis period 2024-2030. Among the other noteworthy geographic markets are Japan and Canada, each forecast to grow at a CAGR of 18.3% and 17.3% respectively over the analysis period. Within Europe, Germany is forecast to grow at approximately 14.7% CAGR.

Global Edge AI Software Market - Key Trends & Drivers Summarized

How Is Edge AI Software Transforming Data Processing and Real-Time Decision-Making?

Edge AI software is revolutionizing data processing and real-time decision-making by enabling AI algorithms to run directly on local devices, or “at the edge,” rather than relying on centralized cloud-based processing. This software processes data immediately where it is generated, such as on IoT devices, sensors, or smartphones, which allows for quicker response times and reduces the need for constant connectivity to the cloud. This capability is essential in industries like manufacturing, healthcare, and autonomous vehicles, where real-time insights and actions can improve operational efficiency, enhance safety, and reduce latency-related issues. For example, in industrial automation, edge AI software enables immediate defect detection on production lines, minimizing downtime and improving product quality.

Additionally, edge AI software significantly reduces the amount of data that needs to be transferred to cloud storage, which lowers bandwidth costs and enhances data security by keeping sensitive information local. Edge AI’s ability to process data on-site allows for predictive maintenance, enhanced security monitoring, and personalized experiences in consumer applications. As businesses increasingly prioritize speed, security, and cost-effectiveness, edge AI software has become indispensable, driving real-time, actionable insights across various sectors.

What Technological Innovations Are Driving Edge AI Software Development?

Advances in hardware acceleration, AI model optimization, and distributed computing are driving significant improvements in edge AI software. Hardware advancements, particularly in processors and graphic processing units (GPUs), enable faster, more efficient processing capabilities on smaller devices, supporting complex AI algorithms at the edge. Technologies like neural processing units (NPUs) and tensor processing units (TPUs) allow edge devices to handle deep learning tasks with low power consumption, making edge AI solutions more viable for applications in mobile devices, wearables, and remote sensors.

AI model optimization techniques, such as model quantization and pruning, are also critical for edge AI software, as they reduce the computational requirements of machine learning models without sacrificing performance. This allows even small devices to run advanced AI algorithms efficiently, making edge AI more accessible and affordable. Additionally, distributed computing models enable edge devices to collaborate, creating an integrated network where devices share data and work together to provide comprehensive insights. As these innovations continue, edge AI software is expected to become faster, more efficient, and widely available, empowering applications that require rapid processing and minimal latency.

Why Are Industries Moving Toward Edge AI for Operational Efficiency and Security?

Industries are increasingly adopting edge AI software for operational efficiency and enhanced data security. For applications where real-time data processing is essential-such as in autonomous vehicles, smart cities, and industrial IoT-edge AI allows for faster data analysis and reduces dependency on cloud connectivity. By processing data on-site, businesses can make instant decisions and automate processes, which improves response times and operational reliability. In manufacturing, for example, edge AI is used to monitor equipment and predict maintenance needs, minimizing downtime and improving productivity.

Data security is another significant driver, as edge AI reduces the need to transfer sensitive information to cloud storage, where it may be vulnerable to cyberattacks. With data processed locally, industries like healthcare and finance can protect patient and customer information more effectively while meeting regulatory compliance requirements. Edge AI also minimizes bandwidth usage and reduces cloud storage costs, making it a cost-effective option for managing data-intensive applications. As industries focus on privacy, cost-efficiency, and faster processing, edge AI software is becoming a preferred solution for secure, efficient data management.

What Is Driving Growth in the Edge AI Software Market?

The growth in the edge AI software market is driven by the rise of IoT devices, the demand for real-time analytics, and advances in AI and machine learning technologies. The rapid expansion of IoT networks across industries like manufacturing, agriculture, and logistics has created a demand for edge AI solutions that enable real-time data processing at the source. As IoT devices proliferate, the need for efficient, scalable, and cost-effective processing methods has become essential, and edge AI software provides a solution by analyzing data locally, reducing network traffic, and enabling faster decision-making.

The demand for real-time analytics has also fueled edge AI adoption, as businesses seek to improve responsiveness in applications like predictive maintenance, traffic management, and personalized consumer experiences. Furthermore, advancements in AI algorithms and hardware, such as optimized deep learning models and energy-efficient processing units, have made edge AI more accessible and efficient. Regulatory demands for data security and privacy are also contributing to market growth, as edge AI software supports localized data processing, helping companies comply with stringent privacy requirements. With continued innovation and expanding use cases, the edge AI software market is expected to see sustained growth, driven by the need for real-time, secure, and cost-effective data processing solutions.

SCOPE OF STUDY:

The report analyzes the Edge AI Software market in terms of units by the following Segments, and Geographic Regions/Countries:

Segments:

Component (Services, Solutions); Data Sources (Video & Image Recognition, Speech Recognition, Biometric Data, Sensor Data, Mobile Data); Vertical (Government & Public, Manufacturing, Automotive, Energy & Utilities, Other Verticals)

Geographic Regions/Countries:

World; United States; Canada; Japan; China; Europe (France; Germany; Italy; United Kingdom; and Rest of Europe); Asia-Pacific; Rest of World.

Select Competitors (Total 34 Featured) -

  • Anagog
  • Amazon Web Services (AWS)
  • Bragi
  • Foghorn Systems
  • Google
  • IBM Corporation
  • Imagimob
  • Invision AI
  • Microsoft Corporation
  • Nutanix
  • Octonion
  • Swim.AI
  • Tact.AI
  • Tibco
  • Veea
  • Xnor.AI

AI INTEGRATIONS

We're transforming market and competitive intelligence with validated expert content and AI tools.

Instead of following the general norm of querying LLMs and Industry-specific SLMs, we built repositories of content curated from domain experts worldwide including video transcripts, blogs, search engines research, and massive amounts of enterprise, product/service, and market data.

TARIFF IMPACT FACTOR

Our new release incorporates impact of tariffs on geographical markets as we predict a shift in competitiveness of companies based on HQ country, manufacturing base, exports and imports (finished goods and OEM). This intricate and multifaceted market reality will impact competitors by increasing the Cost of Goods Sold (COGS), reducing profitability, reconfiguring supply chains, amongst other micro and macro market dynamics.

TABLE OF CONTENTS

I. METHODOLOGY

II. EXECUTIVE SUMMARY

  • 1. MARKET OVERVIEW
    • Influencer Market Insights
    • Tariff Impact on Global Supply Chain Patterns
    • Global Economic Update
    • Edge AI Software - Global Key Competitors Percentage Market Share in 2025 (E)
    • Competitive Market Presence - Strong/Active/Niche/Trivial for Players Worldwide in 2025 (E)
  • 2. FOCUS ON SELECT PLAYERS
  • 3. MARKET TRENDS & DRIVERS
    • Growing Demand for Real-Time Decision-Making and Predictive Analytics Drives Adoption of Edge AI Software Solutions
    • Increasing Use of Edge AI Software in Industrial Automation for Predictive Maintenance and Quality Control
    • Rising Adoption of Edge AI Software in Retail for Customer Behavior Analysis and Personalized Marketing Strategies
    • Expansion of IoT Devices in Smart Homes Fuels Market for Edge AI Software with Data Processing Capabilities
    • Focus on Data Privacy and Security Boosts Demand for Edge AI Software to Process Sensitive Data Locally
    • Growing Deployment of Edge AI Software in Autonomous Vehicles for Real-Time Navigation and Safety Applications
    • Advancements in Machine Learning Algorithms Enhance Capabilities of Edge AI Software for Image and Speech Recognition
    • Rising Demand for Energy-Efficient Edge AI Software in Battery-Operated Devices Supports Market for Lightweight Solutions
    • Increasing Use of Edge AI Software in Healthcare for Real-Time Diagnostics and Patient Monitoring Expands Market
    • Focus on Reducing Latency in Critical Applications Drives Adoption of Edge AI Software in Low-Latency Use Cases
    • Growing Role of Edge AI Software in Smart Cities for Traffic Management, Public Safety, and Environmental Monitoring
    • Expansion of 5G Networks Supports Real-Time Data Processing Capabilities, Driving Adoption of Edge AI Software
    • Growing Use of Edge AI Software in Agriculture for Precision Farming and Crop Monitoring Expands Application Scope
    • Increasing Adoption of Edge AI Software in Financial Services for Fraud Detection and Risk Analysis Enhances Market
  • 4. GLOBAL MARKET PERSPECTIVE
    • TABLE 1: World Recent Past, Current & Future Analysis for Edge AI Software by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
    • TABLE 2: World 6-Year Perspective for Edge AI Software by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets for Years 2025 & 2030
    • TABLE 3: World Recent Past, Current & Future Analysis for Services by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
    • TABLE 4: World 6-Year Perspective for Services by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 5: World Recent Past, Current & Future Analysis for Solutions by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
    • TABLE 6: World 6-Year Perspective for Solutions by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 7: World Recent Past, Current & Future Analysis for Automotive by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
    • TABLE 8: World 6-Year Perspective for Automotive by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 9: World Recent Past, Current & Future Analysis for Energy & Utilities by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
    • TABLE 10: World 6-Year Perspective for Energy & Utilities by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 11: World Recent Past, Current & Future Analysis for Other Verticals by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
    • TABLE 12: World 6-Year Perspective for Other Verticals by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 13: World Recent Past, Current & Future Analysis for Government & Public by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
    • TABLE 14: World 6-Year Perspective for Government & Public by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 15: World Recent Past, Current & Future Analysis for Manufacturing by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
    • TABLE 16: World 6-Year Perspective for Manufacturing by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 17: World Recent Past, Current & Future Analysis for Video & Image Recognition by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
    • TABLE 18: World 6-Year Perspective for Video & Image Recognition by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 19: World Recent Past, Current & Future Analysis for Speech Recognition by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
    • TABLE 20: World 6-Year Perspective for Speech Recognition by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 21: World Recent Past, Current & Future Analysis for Biometric Data by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
    • TABLE 22: World 6-Year Perspective for Biometric Data by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 23: World Recent Past, Current & Future Analysis for Sensor Data by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
    • TABLE 24: World 6-Year Perspective for Sensor Data by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 25: World Recent Past, Current & Future Analysis for Mobile Data by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
    • TABLE 26: World 6-Year Perspective for Mobile Data by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 27: World Edge AI Software Market Analysis of Annual Sales in US$ Thousand for Years 2015 through 2030

III. MARKET ANALYSIS

  • UNITED STATES
    • Edge AI Software Market Presence - Strong/Active/Niche/Trivial - Key Competitors in the United States for 2025 (E)
    • TABLE 28: USA Recent Past, Current & Future Analysis for Edge AI Software by Component - Services and Solutions - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 29: USA 6-Year Perspective for Edge AI Software by Component - Percentage Breakdown of Value Sales for Services and Solutions for the Years 2025 & 2030
    • TABLE 30: USA Recent Past, Current & Future Analysis for Edge AI Software by Vertical - Automotive, Energy & Utilities, Other Verticals, Government & Public and Manufacturing - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 31: USA 6-Year Perspective for Edge AI Software by Vertical - Percentage Breakdown of Value Sales for Automotive, Energy & Utilities, Other Verticals, Government & Public and Manufacturing for the Years 2025 & 2030
    • TABLE 32: USA Recent Past, Current & Future Analysis for Edge AI Software by Data Sources - Video & Image Recognition, Speech Recognition, Biometric Data, Sensor Data and Mobile Data - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 33: USA 6-Year Perspective for Edge AI Software by Data Sources - Percentage Breakdown of Value Sales for Video & Image Recognition, Speech Recognition, Biometric Data, Sensor Data and Mobile Data for the Years 2025 & 2030
  • CANADA
    • TABLE 34: Canada Recent Past, Current & Future Analysis for Edge AI Software by Component - Services and Solutions - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 35: Canada 6-Year Perspective for Edge AI Software by Component - Percentage Breakdown of Value Sales for Services and Solutions for the Years 2025 & 2030
    • TABLE 36: Canada Recent Past, Current & Future Analysis for Edge AI Software by Vertical - Automotive, Energy & Utilities, Other Verticals, Government & Public and Manufacturing - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 37: Canada 6-Year Perspective for Edge AI Software by Vertical - Percentage Breakdown of Value Sales for Automotive, Energy & Utilities, Other Verticals, Government & Public and Manufacturing for the Years 2025 & 2030
    • TABLE 38: Canada Recent Past, Current & Future Analysis for Edge AI Software by Data Sources - Video & Image Recognition, Speech Recognition, Biometric Data, Sensor Data and Mobile Data - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 39: Canada 6-Year Perspective for Edge AI Software by Data Sources - Percentage Breakdown of Value Sales for Video & Image Recognition, Speech Recognition, Biometric Data, Sensor Data and Mobile Data for the Years 2025 & 2030
  • JAPAN
    • Edge AI Software Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Japan for 2025 (E)
    • TABLE 40: Japan Recent Past, Current & Future Analysis for Edge AI Software by Component - Services and Solutions - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 41: Japan 6-Year Perspective for Edge AI Software by Component - Percentage Breakdown of Value Sales for Services and Solutions for the Years 2025 & 2030
    • TABLE 42: Japan Recent Past, Current & Future Analysis for Edge AI Software by Vertical - Automotive, Energy & Utilities, Other Verticals, Government & Public and Manufacturing - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 43: Japan 6-Year Perspective for Edge AI Software by Vertical - Percentage Breakdown of Value Sales for Automotive, Energy & Utilities, Other Verticals, Government & Public and Manufacturing for the Years 2025 & 2030
    • TABLE 44: Japan Recent Past, Current & Future Analysis for Edge AI Software by Data Sources - Video & Image Recognition, Speech Recognition, Biometric Data, Sensor Data and Mobile Data - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 45: Japan 6-Year Perspective for Edge AI Software by Data Sources - Percentage Breakdown of Value Sales for Video & Image Recognition, Speech Recognition, Biometric Data, Sensor Data and Mobile Data for the Years 2025 & 2030
  • CHINA
    • Edge AI Software Market Presence - Strong/Active/Niche/Trivial - Key Competitors in China for 2025 (E)
    • TABLE 46: China Recent Past, Current & Future Analysis for Edge AI Software by Component - Services and Solutions - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 47: China 6-Year Perspective for Edge AI Software by Component - Percentage Breakdown of Value Sales for Services and Solutions for the Years 2025 & 2030
    • TABLE 48: China Recent Past, Current & Future Analysis for Edge AI Software by Vertical - Automotive, Energy & Utilities, Other Verticals, Government & Public and Manufacturing - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 49: China 6-Year Perspective for Edge AI Software by Vertical - Percentage Breakdown of Value Sales for Automotive, Energy & Utilities, Other Verticals, Government & Public and Manufacturing for the Years 2025 & 2030
    • TABLE 50: China Recent Past, Current & Future Analysis for Edge AI Software by Data Sources - Video & Image Recognition, Speech Recognition, Biometric Data, Sensor Data and Mobile Data - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 51: China 6-Year Perspective for Edge AI Software by Data Sources - Percentage Breakdown of Value Sales for Video & Image Recognition, Speech Recognition, Biometric Data, Sensor Data and Mobile Data for the Years 2025 & 2030
  • EUROPE
    • Edge AI Software Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Europe for 2025 (E)
    • TABLE 52: Europe Recent Past, Current & Future Analysis for Edge AI Software by Geographic Region - France, Germany, Italy, UK and Rest of Europe Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
    • TABLE 53: Europe 6-Year Perspective for Edge AI Software by Geographic Region - Percentage Breakdown of Value Sales for France, Germany, Italy, UK and Rest of Europe Markets for Years 2025 & 2030
    • TABLE 54: Europe Recent Past, Current & Future Analysis for Edge AI Software by Component - Services and Solutions - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 55: Europe 6-Year Perspective for Edge AI Software by Component - Percentage Breakdown of Value Sales for Services and Solutions for the Years 2025 & 2030
    • TABLE 56: Europe Recent Past, Current & Future Analysis for Edge AI Software by Vertical - Automotive, Energy & Utilities, Other Verticals, Government & Public and Manufacturing - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 57: Europe 6-Year Perspective for Edge AI Software by Vertical - Percentage Breakdown of Value Sales for Automotive, Energy & Utilities, Other Verticals, Government & Public and Manufacturing for the Years 2025 & 2030
    • TABLE 58: Europe Recent Past, Current & Future Analysis for Edge AI Software by Data Sources - Video & Image Recognition, Speech Recognition, Biometric Data, Sensor Data and Mobile Data - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 59: Europe 6-Year Perspective for Edge AI Software by Data Sources - Percentage Breakdown of Value Sales for Video & Image Recognition, Speech Recognition, Biometric Data, Sensor Data and Mobile Data for the Years 2025 & 2030
  • FRANCE
    • Edge AI Software Market Presence - Strong/Active/Niche/Trivial - Key Competitors in France for 2025 (E)
    • TABLE 60: France Recent Past, Current & Future Analysis for Edge AI Software by Component - Services and Solutions - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 61: France 6-Year Perspective for Edge AI Software by Component - Percentage Breakdown of Value Sales for Services and Solutions for the Years 2025 & 2030
    • TABLE 62: France Recent Past, Current & Future Analysis for Edge AI Software by Vertical - Automotive, Energy & Utilities, Other Verticals, Government & Public and Manufacturing - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 63: France 6-Year Perspective for Edge AI Software by Vertical - Percentage Breakdown of Value Sales for Automotive, Energy & Utilities, Other Verticals, Government & Public and Manufacturing for the Years 2025 & 2030
    • TABLE 64: France Recent Past, Current & Future Analysis for Edge AI Software by Data Sources - Video & Image Recognition, Speech Recognition, Biometric Data, Sensor Data and Mobile Data - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 65: France 6-Year Perspective for Edge AI Software by Data Sources - Percentage Breakdown of Value Sales for Video & Image Recognition, Speech Recognition, Biometric Data, Sensor Data and Mobile Data for the Years 2025 & 2030
  • GERMANY
    • Edge AI Software Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Germany for 2025 (E)
    • TABLE 66: Germany Recent Past, Current & Future Analysis for Edge AI Software by Component - Services and Solutions - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 67: Germany 6-Year Perspective for Edge AI Software by Component - Percentage Breakdown of Value Sales for Services and Solutions for the Years 2025 & 2030
    • TABLE 68: Germany Recent Past, Current & Future Analysis for Edge AI Software by Vertical - Automotive, Energy & Utilities, Other Verticals, Government & Public and Manufacturing - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 69: Germany 6-Year Perspective for Edge AI Software by Vertical - Percentage Breakdown of Value Sales for Automotive, Energy & Utilities, Other Verticals, Government & Public and Manufacturing for the Years 2025 & 2030
    • TABLE 70: Germany Recent Past, Current & Future Analysis for Edge AI Software by Data Sources - Video & Image Recognition, Speech Recognition, Biometric Data, Sensor Data and Mobile Data - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 71: Germany 6-Year Perspective for Edge AI Software by Data Sources - Percentage Breakdown of Value Sales for Video & Image Recognition, Speech Recognition, Biometric Data, Sensor Data and Mobile Data for the Years 2025 & 2030
  • ITALY
    • TABLE 72: Italy Recent Past, Current & Future Analysis for Edge AI Software by Component - Services and Solutions - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 73: Italy 6-Year Perspective for Edge AI Software by Component - Percentage Breakdown of Value Sales for Services and Solutions for the Years 2025 & 2030
    • TABLE 74: Italy Recent Past, Current & Future Analysis for Edge AI Software by Vertical - Automotive, Energy & Utilities, Other Verticals, Government & Public and Manufacturing - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 75: Italy 6-Year Perspective for Edge AI Software by Vertical - Percentage Breakdown of Value Sales for Automotive, Energy & Utilities, Other Verticals, Government & Public and Manufacturing for the Years 2025 & 2030
    • TABLE 76: Italy Recent Past, Current & Future Analysis for Edge AI Software by Data Sources - Video & Image Recognition, Speech Recognition, Biometric Data, Sensor Data and Mobile Data - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 77: Italy 6-Year Perspective for Edge AI Software by Data Sources - Percentage Breakdown of Value Sales for Video & Image Recognition, Speech Recognition, Biometric Data, Sensor Data and Mobile Data for the Years 2025 & 2030
  • UNITED KINGDOM
    • Edge AI Software Market Presence - Strong/Active/Niche/Trivial - Key Competitors in the United Kingdom for 2025 (E)
    • TABLE 78: UK Recent Past, Current & Future Analysis for Edge AI Software by Component - Services and Solutions - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 79: UK 6-Year Perspective for Edge AI Software by Component - Percentage Breakdown of Value Sales for Services and Solutions for the Years 2025 & 2030
    • TABLE 80: UK Recent Past, Current & Future Analysis for Edge AI Software by Vertical - Automotive, Energy & Utilities, Other Verticals, Government & Public and Manufacturing - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 81: UK 6-Year Perspective for Edge AI Software by Vertical - Percentage Breakdown of Value Sales for Automotive, Energy & Utilities, Other Verticals, Government & Public and Manufacturing for the Years 2025 & 2030
    • TABLE 82: UK Recent Past, Current & Future Analysis for Edge AI Software by Data Sources - Video & Image Recognition, Speech Recognition, Biometric Data, Sensor Data and Mobile Data - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 83: UK 6-Year Perspective for Edge AI Software by Data Sources - Percentage Breakdown of Value Sales for Video & Image Recognition, Speech Recognition, Biometric Data, Sensor Data and Mobile Data for the Years 2025 & 2030
  • REST OF EUROPE
    • TABLE 84: Rest of Europe Recent Past, Current & Future Analysis for Edge AI Software by Component - Services and Solutions - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 85: Rest of Europe 6-Year Perspective for Edge AI Software by Component - Percentage Breakdown of Value Sales for Services and Solutions for the Years 2025 & 2030
    • TABLE 86: Rest of Europe Recent Past, Current & Future Analysis for Edge AI Software by Vertical - Automotive, Energy & Utilities, Other Verticals, Government & Public and Manufacturing - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 87: Rest of Europe 6-Year Perspective for Edge AI Software by Vertical - Percentage Breakdown of Value Sales for Automotive, Energy & Utilities, Other Verticals, Government & Public and Manufacturing for the Years 2025 & 2030
    • TABLE 88: Rest of Europe Recent Past, Current & Future Analysis for Edge AI Software by Data Sources - Video & Image Recognition, Speech Recognition, Biometric Data, Sensor Data and Mobile Data - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 89: Rest of Europe 6-Year Perspective for Edge AI Software by Data Sources - Percentage Breakdown of Value Sales for Video & Image Recognition, Speech Recognition, Biometric Data, Sensor Data and Mobile Data for the Years 2025 & 2030
  • ASIA-PACIFIC
    • Edge AI Software Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Asia-Pacific for 2025 (E)
    • TABLE 90: Asia-Pacific Recent Past, Current & Future Analysis for Edge AI Software by Component - Services and Solutions - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 91: Asia-Pacific 6-Year Perspective for Edge AI Software by Component - Percentage Breakdown of Value Sales for Services and Solutions for the Years 2025 & 2030
    • TABLE 92: Asia-Pacific Recent Past, Current & Future Analysis for Edge AI Software by Vertical - Automotive, Energy & Utilities, Other Verticals, Government & Public and Manufacturing - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 93: Asia-Pacific 6-Year Perspective for Edge AI Software by Vertical - Percentage Breakdown of Value Sales for Automotive, Energy & Utilities, Other Verticals, Government & Public and Manufacturing for the Years 2025 & 2030
    • TABLE 94: Asia-Pacific Recent Past, Current & Future Analysis for Edge AI Software by Data Sources - Video & Image Recognition, Speech Recognition, Biometric Data, Sensor Data and Mobile Data - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 95: Asia-Pacific 6-Year Perspective for Edge AI Software by Data Sources - Percentage Breakdown of Value Sales for Video & Image Recognition, Speech Recognition, Biometric Data, Sensor Data and Mobile Data for the Years 2025 & 2030
  • REST OF WORLD
    • TABLE 96: Rest of World Recent Past, Current & Future Analysis for Edge AI Software by Component - Services and Solutions - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 97: Rest of World 6-Year Perspective for Edge AI Software by Component - Percentage Breakdown of Value Sales for Services and Solutions for the Years 2025 & 2030
    • TABLE 98: Rest of World Recent Past, Current & Future Analysis for Edge AI Software by Vertical - Automotive, Energy & Utilities, Other Verticals, Government & Public and Manufacturing - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 99: Rest of World 6-Year Perspective for Edge AI Software by Vertical - Percentage Breakdown of Value Sales for Automotive, Energy & Utilities, Other Verticals, Government & Public and Manufacturing for the Years 2025 & 2030
    • TABLE 100: Rest of World Recent Past, Current & Future Analysis for Edge AI Software by Data Sources - Video & Image Recognition, Speech Recognition, Biometric Data, Sensor Data and Mobile Data - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 101: Rest of World 6-Year Perspective for Edge AI Software by Data Sources - Percentage Breakdown of Value Sales for Video & Image Recognition, Speech Recognition, Biometric Data, Sensor Data and Mobile Data for the Years 2025 & 2030

IV. COMPETITION