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市場調查報告書
商品編碼
1768938

全球邊緣人工智慧軟體市場

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個工作天內

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簡介目錄

到 2030 年，全球邊緣 AI 軟體市場規模將達到 60 億美元

全球邊緣人工智慧軟體市場規模預計在2024年為20億美元，預計到2030年將達到60億美元，2024年至2030年的複合年成長率為20.4%。服務是本報告分析的細分市場之一，預計其複合年成長率為21.6%，到分析期結束時規模將達到43億美元。解決方案細分市場在分析期間內的複合年成長率預計為17.9%。

美國市場規模估計為 5.595 億美元，中國市場預計複合年成長率為 19.3%

美國邊緣人工智慧軟體市場規模預計在2024年達到5.595億美元。預計到2030年，作為世界第二大經濟體的中國市場規模將達到8.971億美元，在2024-2030年的分析期內，複合年成長率為19.3%。其他值得關注的區域市場包括日本和加拿大，預計在分析期間內，這兩個市場的複合年成長率分別為18.3%和17.3%。在歐洲，預計德國市場的複合年成長率約為14.7%。

全球邊緣人工智慧軟體市場—主要趨勢與促進因素摘要

Edge AI 軟體將如何改變資料處理與即時決策？

邊緣人工智慧軟體正在徹底改變資料處理和即時決策，它使人工智慧演算法能夠直接在本地設備（即「邊緣」）上運行，而無需依賴集中式雲端基礎處理。該軟體能夠在數據生成的地方（例如物聯網設備、感測器、智慧型手機）即時處理數據，從而實現更快的響應速度，並減少對持續連接雲端的需求。這種能力對於製造業、醫療保健和自動駕駛汽車等行業至關重要，因為即時洞察和行動能夠提高業務效率、增強安全性並減少與延遲相關的問題。例如，在工業自動化領域，邊緣人工智慧軟體可以即時檢測生產線上的缺陷，最大限度地減少停機時間並提高產品品質。

此外，邊緣人工智慧軟體顯著減少了需要傳輸到雲端儲存的資料量，降低了頻寬成本，同時透過將敏感資訊保存在本地來增強資料安全性。邊緣人工智慧能夠在現場處理數據，從而實現預測性維護、增強安全監控，並在消費者應用中提供個人化體驗。隨著企業越來越重視速度、安全性和成本效益，邊緣人工智慧軟體正變得至關重要，因為它能夠在各個領域提供即時、可操作的洞察。

哪些技術創新正在推動邊緣人工智慧軟體的發展？

硬體加速、AI 模型最佳化和分散式運算的進步正在推動邊緣 AI 軟體的顯著改進。硬體的進步，尤其是處理器和圖形處理單元 (GPU)，使得更小的設備能夠擁有更快、更有效率的處理能力，從而支援邊緣的複雜 AI 演算法。神經處理單元 (NPU) 和張量處理單元 (TPU) 等技術使邊緣設備能夠以更低的功耗處理深度學習任務，從而使邊緣 AI 解決方案更適用於行動裝置、穿戴式裝置和遠端感測器等應用。

模型量化和剪枝等 AI 模型最佳化技術對於邊緣 AI 軟體也至關重要，因為它們可以在不犧牲效能的情況下降低機器學習模型的運算需求。這使得先進的 AI 演算法即使在小型設備上也能高效運行，使邊緣 AI 更易於存取且價格更實惠。此外，分散式運算模型支援邊緣設備協作，創建一個統一的網路，使設備共用資料並協同工作，從而提供全面的洞察。隨著此類創新的推進，邊緣 AI 軟體預計將變得更快、更有效率、更廣泛地應用，從而為需要快速處理和最低延遲的應用程式提供支援。

為什麼各行各業都轉向邊緣人工智慧來提高業務效率和安全性？

越來越多的行業正在採用邊緣人工智慧軟體來提高業務效率和資料安全性。在自動駕駛汽車、智慧城市和工業IoT等即時數據處理至關重要的應用中，邊緣人工智慧可以加快數據分析速度，並減少對雲端連接的依賴。現場處理資料使企業能夠即時決策並實現流程自動化，從而縮短回應時間並提高營運可靠性。例如，製造企業正在使用邊緣人工智慧來監控設備並預測維護需求，從而最大限度地減少停機時間並提高生產力。

資料安全也是一個關鍵促進因素，邊緣人工智慧減少了將敏感資料傳輸到雲端儲存的需求。透過在本地處理數據，醫療保健和金融等行業可以更好地保護患者和客戶訊息，同時滿足法規合規性要求。邊緣人工智慧還能最大限度地減少頻寬使用量並降低雲端儲存成本，使其成為管理資料密集型應用程式的經濟高效的選擇。隨著各行各業對隱私、成本效益和更快處理速度的關注，邊緣人工智慧軟體正成為安全高效資料管理的首選解決方案。

是什麼推動了邊緣 AI 軟體市場的成長？

邊緣人工智慧軟體市場的成長得益於物聯網設備的興起、即時分析的需求以及人工智慧和機器學習技術的進步。製造業、農業和物流業等行業的物聯網網路的快速擴張，催生了對能夠在源頭進行即時資料處理的邊緣人工智慧解決方案的需求。隨著物聯網設備的激增，高效、可擴展且經濟高效的處理方法至關重要，而邊緣人工智慧軟體提供了一種解決方案，可以在本地分析數據，減少網路流量，並加快決策速度。

即時分析的需求也刺激了邊緣人工智慧的採用。企業正在尋求提高預測性維護、交通管理和個人化消費者體驗等應用的反應速度。此外，人工智慧演算法和硬體的進步，例如最佳化的深度學習模型和節能處理單元，正在使邊緣人工智慧更易於存取和高效。由於邊緣人工智慧軟體支援本地化資料處理並幫助企業遵守嚴格的隱私要求，對資料安全和隱私的監管要求也促進了市場成長。隨著技術的不斷創新和使用案例的不斷擴展，邊緣人工智慧軟體市場預計將在對即時、安全且經濟高效的數據處理解決方案的需求的推動下實現持續成長。

部分

元件（服務、解決方案）、資料來源（視訊/影像識別、語音辨識、生物特徵資料、感測器資料、行動資料）、產業（政府/公共部門、製造業、汽車、能源/公共產業、其他產業）

受訪公司範例

  • 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

人工智慧整合

全球產業分析師正在利用可操作的專家內容和人工智慧工具改變市場和競爭情報。

Global Industry Analysts 並未遵循典型的 LLM 或特定產業的 SLM查詢，而是建立了一個從全球專家收集的內容庫，其中包括影片錄影、部落格、搜尋引擎研究以及大量的公司、產品/服務和市場數據。

關稅影響係數

全球產業分析師根據公司總部所在國家、製造地、進出口狀況（成品和原始OEM）預測其競爭態勢的變化。這種複雜且多面向的市場動態預計將以多種方式影響競爭對手，包括銷貨成本成本 (COGS) 上升、盈利下降、供應鏈重組以及其他微觀和宏觀市場動態。

目錄

第1章調查方法

第2章執行摘要

  • 市場概覽
  • 主要企業
  • 市場趨勢和促進因素
  • 全球市場展望

第3章市場分析

  • 美國
  • 加拿大
  • 日本
  • 中國
  • 歐洲
  • 法國
  • 德國
  • 義大利
  • 英國
  • 其他歐洲國家
  • 亞太地區
  • 其他地區

第4章 比賽

簡介目錄
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