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1788274

全球嵌入式人工智慧市場

Embedded Artificial Intelligence
出版日期: | 出版商: Global Industry Analysts, Inc. | 英文 191 Pages | 商品交期: 最快1-2個工作天內

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簡介目錄

預計2030年全球嵌入式人工智慧市場規模將達229億美元

全球嵌入式人工智慧市場規模預計在2024年達到108億美元，預計2024年至2030年期間的複合年成長率為13.3%，到2030年將達到229億美元。硬體是本報告分析的細分市場之一，預計其複合年成長率為12.2%，到分析期結束時規模將達到133億美元。軟體細分市場在分析期間內的複合年成長率預計為14.4%。

美國市場預計將達到 28 億美元，中國市場複合年成長率將達到 12.6%

美國嵌入式人工智慧市場規模預計在2024年達到28億美元。作為世界第二大經濟體，中國預計到2030年市場規模將達到36億美元，在2024-2030年的分析期間內，複合年成長率為12.6%。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12.1%和11.6%。在歐洲，預計德國市場的複合年成長率約為9.9%。

全球嵌入式人工智慧市場—主要趨勢與促進因素摘要

什麼是嵌入式人工智慧？為什麼它能改變智慧科技？

嵌入式人工智慧 (Embedded AI) 是指將人工智慧演算法和機器學習功能整合到邊緣設備中，使其能夠自主處理資料、做出決策和執行任務，而無需依賴雲端運算。這項技術是現代智慧系統的核心，使智慧型手機、物聯網感測器、自動駕駛汽車、醫療設備和工業機器人等設備能夠智慧且有效率地運作。與依賴集中式雲端伺服器的傳統人工智慧系統不同，嵌入式人工智慧在本地處理數據，從而減少延遲、增強安全性並提高營運效率。人工智慧驅動的應用對即時決策、低功耗和增強安全性的需求日益成長，這加速了各行各業對嵌入式人工智慧的採用。隨著人工智慧模型變得更小、運算效率更高，它們整合到邊緣運算設備變得越來越可行，從而推動了智慧監控、自主導航、預測性維護和個人化醫療等應用的成長。

科技進步如何增強嵌入式人工智慧的能力？

硬體加速、神經處理單元 (NPU) 和邊緣 AI 框架的快速發展顯著提升了嵌入式 AI 系統的效率和功能。專為邊緣運算設計的 AI 晶片組，例如 NVIDIA Jetson、Google Edge TPU 和 Qualcomm Snapdragon AI Engine，正在提升設備以最低功耗處理 AI 工作負載的能力。聯邦學習的進步也使得 AI 模型能夠直接在邊緣設備上進行訓練，從而確保資料隱私並減少對雲端儲存的依賴。此外，TinyML（超小型機器學習）的發展使得超低功耗 AI 應用能夠在電池供電的物聯網設備中運行，從而擴大了 AI 在遠端和資源受限環境中的覆蓋範圍。 AI主導的自然語言處理 (NLP)、電腦視覺和預測分析與嵌入式系統的整合，透過實現自主決策、增強安全性和自適應學習能力，進一步改變了工業應用。此外，TensorFlow Lite、OpenVINO 和 PyTorch Mobile 等 AI 框架簡化了機器學習模型在嵌入式環境中的部署，使開發者和企業能夠更輕鬆地整合 AI。

哪些產業正在引領嵌入式人工智慧的應用？

嵌入式人工智慧在醫療保健、汽車、工業自動化、家用電器和安全監控等行業中的應用正在迅速成長。在醫療保健領域，基於人工智慧的嵌入式系統正被用於穿戴式設備，以實現即時健康監測、早期疾病檢測和個人化治療建議。在汽車產業，嵌入式人工智慧正被用於高階駕駛輔助系統 (ADAS)、自動駕駛汽車和預測性維護解決方案，從而提高了運輸安全性和效率。工業自動化產業也受益於基於人工智慧的預測性維護、機器人技術和品管系統，從而提高了生產力並減少了停機時間。智慧家庭設備、人工智慧攝影機和虛擬助理等消費性電子產品正在整合嵌入式人工智慧，以增強用戶體驗和自動化程度。此外，安全性和監控應用正在利用嵌入式人工智慧進行臉部辨識、行為分析和異常檢測，實現更智慧、更主動的威脅監控。智慧城市和智慧基礎設施的興起進一步推動了交通管理、環境監測和能源最佳化領域對基於人工智慧的嵌入式解決方案的需求。

嵌入式人工智慧市場的成長動力是什麼？

嵌入式人工智慧市場的成長受到多種因素的推動，包括邊緣運算需求的不斷成長、人工智慧晶片組的進步以及物聯網應用中對即時數據處理日益成長的需求。智慧型設備和物聯網生態系統的擴展正在加速人工智慧嵌入式系統的採用，從而實現邊緣智慧自動化和決策。此外，對資料安全和隱私的日益重視正在減少對雲端基礎儲存和運算的依賴，並推動對設備上人工智慧處理的需求。此外，人工智慧模型壓縮技術（例如量化和剪枝）的進步正在促進在資源受限的設備上部署複雜的人工智慧模型，從而使嵌入式人工智慧更具可擴展性和效率。汽車產業正在向自動駕駛和聯網汽車轉變，其中人工智慧嵌入式系統在導航、防撞和駕駛員監控方面發揮關鍵作用，進一步擴大了市場。此外，政府推動人工智慧創新和邊緣運算基礎設施的舉措正在創造新的成長機會，並刺激對人工智慧硬體和軟體開發的投資。隨著各行各業不斷採用人工智慧主導的自動化和智慧技術，嵌入式人工智慧市場預計將大幅擴張，塑造智慧運算的未來。

部分

產品（硬體、軟體、服務）、資料類型（感測器資料、影像/影像資料、數值資料、分類資料、其他）、產業（醫療保健、BFSI、IT 和 IT、零售、媒體和娛樂、汽車、通訊、製造、其他）

受訪公司範例

  • Achronix Semiconductor Corporation
  • Alif Semiconductor
  • Amazon Web Services（AWS）
  • Arm Holdings
  • Celestial AI
  • Cerebras Systems
  • Google
  • Hewlett Packard Enterprise（HPE）
  • IBM
  • Intel Corporation
  • Microsoft
  • NVIDIA
  • NXP Semiconductors
  • Oracle Corporation
  • Qualcomm Incorporated
  • Samsung Electronics
  • SAP SE
  • Siemens AG
  • SiMa.ai
  • Texas Instruments

人工智慧整合

我們正在利用檢驗的專家內容和人工智慧工具來改變市場和競爭情報。

Global Industry Analysts 沒有遵循典型的 LLM 或特定於行業的 SLM查詢，而是建立了一個從世界各地的專家收集的內容庫，其中包括影片錄像、BLOG、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、製造地和進出口（成品和原始設備製造商）情況預測其競爭地位的變化。這種複雜而多面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(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: MCP30762

Global Embedded Artificial Intelligence Market to Reach US$22.9 Billion by 2030

The global market for Embedded Artificial Intelligence estimated at US$10.8 Billion in the year 2024, is expected to reach US$22.9 Billion by 2030, growing at a CAGR of 13.3% over the analysis period 2024-2030. Hardware, one of the segments analyzed in the report, is expected to record a 12.2% CAGR and reach US$13.3 Billion by the end of the analysis period. Growth in the Software segment is estimated at 14.4% CAGR over the analysis period.

The U.S. Market is Estimated at US$2.8 Billion While China is Forecast to Grow at 12.6% CAGR

The Embedded Artificial Intelligence market in the U.S. is estimated at US$2.8 Billion in the year 2024. China, the world's second largest economy, is forecast to reach a projected market size of US$3.6 Billion by the year 2030 trailing a CAGR of 12.6% over the analysis period 2024-2030. Among the other noteworthy geographic markets are Japan and Canada, each forecast to grow at a CAGR of 12.1% and 11.6% respectively over the analysis period. Within Europe, Germany is forecast to grow at approximately 9.9% CAGR.

Global Embedded Artificial Intelligence Market - Key Trends & Drivers Summarized

What Is Embedded Artificial Intelligence, and Why Is It Transforming Smart Technology?

Embedded Artificial Intelligence (Embedded AI) refers to the integration of AI algorithms and machine learning capabilities into edge devices, enabling them to process data, make decisions, and execute tasks autonomously without relying on cloud computing. This technology is at the core of modern smart systems, allowing devices such as smartphones, IoT sensors, autonomous vehicles, medical equipment, and industrial robots to operate with intelligence and efficiency. Unlike traditional AI systems that rely on centralized cloud servers, Embedded AI processes data locally, reducing latency, enhancing security, and improving operational efficiency. The increasing demand for real-time decision-making, lower power consumption, and enhanced security in AI-driven applications has accelerated the adoption of Embedded AI across various industries. As AI models become more compact and computationally efficient, their integration into edge computing devices has become increasingly viable, fostering growth in applications such as smart surveillance, autonomous navigation, predictive maintenance, and personalized healthcare.

How Are Technological Advancements Enhancing Embedded AI Capabilities?

The rapid advancement of hardware acceleration, neural processing units (NPUs), and edge AI frameworks has significantly improved the efficiency and functionality of Embedded AI systems. AI chipsets specifically designed for edge computing, such as NVIDIA Jetson, Google Edge TPU, and Qualcomm Snapdragon AI Engine, have enhanced the ability of devices to process AI workloads with minimal power consumption. Advancements in federated learning have also allowed AI models to be trained directly on edge devices, ensuring data privacy and reducing dependency on cloud storage. Additionally, the development of TinyML (tiny machine learning) has enabled ultra-low-power AI applications in battery-operated IoT devices, expanding the scope of AI in remote and resource-constrained environments. The integration of AI-driven natural language processing (NLP), computer vision, and predictive analytics into embedded systems has further revolutionized industries by enabling autonomous decision-making, enhanced security, and adaptive learning capabilities. Moreover, AI frameworks such as TensorFlow Lite, OpenVINO, and PyTorch Mobile have simplified the deployment of machine learning models in embedded environments, making AI integration more accessible to developers and businesses.

Which Industries Are Leading the Adoption of Embedded AI?

The adoption of Embedded AI is rapidly increasing across industries such as healthcare, automotive, industrial automation, consumer electronics, and security surveillance. In healthcare, AI-powered embedded systems are being used in wearable devices for real-time health monitoring, early disease detection, and personalized treatment recommendations. The automotive industry has embraced Embedded AI in advanced driver-assistance systems (ADAS), autonomous vehicles, and predictive maintenance solutions, improving safety and efficiency in transportation. Industrial automation has also benefited from AI-driven predictive maintenance, robotics, and quality control systems that enhance productivity and reduce operational downtime. Consumer electronics, including smart home devices, AI-powered cameras, and virtual assistants, are integrating Embedded AI to enhance user experience and automation. Additionally, security and surveillance applications have leveraged Embedded AI for facial recognition, behavior analysis, and anomaly detection, enabling more intelligent and proactive threat monitoring. The rise of smart cities and intelligent infrastructure has further fueled demand for AI-powered embedded solutions in traffic management, environmental monitoring, and energy optimization.

What Is Driving the Growth of the Embedded Artificial Intelligence Market?

The growth in the Embedded AI market is driven by several factors, including the increasing demand for edge computing, advancements in AI chipsets, and the rising need for real-time data processing in IoT applications. The expansion of smart devices and the IoT ecosystem has accelerated the adoption of AI-powered embedded systems, enabling intelligent automation and decision-making at the edge. The growing emphasis on data security and privacy has also fueled the demand for on-device AI processing, reducing reliance on cloud-based storage and computation. Additionally, advancements in AI model compression techniques, such as quantization and pruning, have facilitated the deployment of complex AI models on resource-constrained devices, making Embedded AI more scalable and efficient. The automotive industry's shift toward autonomous and connected vehicles has further strengthened the market, as AI-driven embedded systems play a crucial role in navigation, collision avoidance, and driver monitoring. Furthermore, government initiatives promoting AI innovation and edge computing infrastructure have created new growth opportunities, fostering investments in AI hardware and software development. As industries continue to adopt AI-driven automation and smart technologies, the Embedded AI market is expected to witness significant expansion, shaping the future of intelligent computing.

SCOPE OF STUDY:

The report analyzes the Embedded Artificial Intelligence market in terms of units by the following Segments, and Geographic Regions/Countries:

Segments:

Offering (Hardware, Software, Services); Data Type (Sensor Data, Image & Video Data, Numeric Data, Categorical Data, Others); Vertical (Healthcare, BFSI, IT & ITES, Retail, Media & Entertainment, Automotive, Telecom, Manufacturing, Others)

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 43 Featured) -

  • Achronix Semiconductor Corporation
  • Alif Semiconductor
  • Amazon Web Services (AWS)
  • Arm Holdings
  • Celestial AI
  • Cerebras Systems
  • Google
  • Hewlett Packard Enterprise (HPE)
  • IBM
  • Intel Corporation
  • Microsoft
  • NVIDIA
  • NXP Semiconductors
  • Oracle Corporation
  • Qualcomm Incorporated
  • Samsung Electronics
  • SAP SE
  • Siemens AG
  • SiMa.ai
  • Texas Instruments

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
    • Embedded Artificial Intelligence - 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
    • Edge Computing Growth Propels Demand for Embedded AI in Real-Time Decision-Making Applications
    • Industrial Automation and Predictive Maintenance Drive Adoption of Embedded AI in Smart Factories
    • Miniaturization of AI Accelerators Enables On-Device Intelligence in Mobile and Wearable Devices
    • Smart Cameras and Vision Systems Leverage Embedded AI for Object Detection and Analytics
    • Automotive Sector Embraces Embedded AI for ADAS, Driver Monitoring, and Autonomous Navigation
    • Low-Power AI Chips Enable AI Processing in Battery-Powered and Remote Devices
    • Consumer Electronics OEMs Integrate Embedded AI to Enhance Personalization and Voice Recognition
    • Demand for Low-Latency Processing in Healthcare Devices Spurs Use of On-Board AI Models
    • Surging Deployment of AI at the Edge Creates Opportunities in Retail, Logistics, and Agriculture
    • Security and Surveillance Systems Adopt Embedded AI for Facial Recognition and Behavioral Analysis
    • AI-Enabled Microcontrollers Expand Scope of Machine Learning in IoT and Edge Devices
    • Neural Network Compression and Quantization Techniques Enhance Embedded AI Model Efficiency
  • 4. GLOBAL MARKET PERSPECTIVE
    • TABLE 1: World Embedded Artificial Intelligence Market Analysis of Annual Sales in US$ Million for Years 2015 through 2030
    • TABLE 2: World Recent Past, Current & Future Analysis for Embedded Artificial Intelligence by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
    • TABLE 3: World 6-Year Perspective for Embedded Artificial Intelligence 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 4: World Recent Past, Current & Future Analysis for Hardware by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
    • TABLE 5: World 6-Year Perspective for Hardware 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 6: World Recent Past, Current & Future Analysis for Software by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
    • TABLE 7: World 6-Year Perspective for Software 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 8: 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$ Million for Years 2024 through 2030 and % CAGR
    • TABLE 9: 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 10: World Recent Past, Current & Future Analysis for BFSI by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
    • TABLE 11: World 6-Year Perspective for BFSI 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 12: World Recent Past, Current & Future Analysis for IT & ITES by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
    • TABLE 13: World 6-Year Perspective for IT & ITES 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 14: World Recent Past, Current & Future Analysis for Retail by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
    • TABLE 15: World 6-Year Perspective for Retail 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 16: World Recent Past, Current & Future Analysis for Media & Entertainment by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
    • TABLE 17: World 6-Year Perspective for Media & Entertainment 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 18: 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$ Million for Years 2024 through 2030 and % CAGR
    • TABLE 19: 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 20: World Recent Past, Current & Future Analysis for Telecom by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
    • TABLE 21: World 6-Year Perspective for Telecom 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 22: 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$ Million for Years 2024 through 2030 and % CAGR
    • TABLE 23: 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 24: 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$ Million for Years 2024 through 2030 and % CAGR
    • TABLE 25: 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 26: World Recent Past, Current & Future Analysis for Healthcare by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
    • TABLE 27: World 6-Year Perspective for Healthcare 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 28: 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$ Million for Years 2024 through 2030 and % CAGR
    • TABLE 29: 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 30: World Recent Past, Current & Future Analysis for Image & Video Data by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
    • TABLE 31: World 6-Year Perspective for Image & Video 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 32: World Recent Past, Current & Future Analysis for Numeric Data by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
    • TABLE 33: World 6-Year Perspective for Numeric 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 34: World Recent Past, Current & Future Analysis for Categorical Data by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
    • TABLE 35: World 6-Year Perspective for Categorical 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 36: World Recent Past, Current & Future Analysis for Other Data Types by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
    • TABLE 37: World 6-Year Perspective for Other Data Types by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030

III. MARKET ANALYSIS

  • UNITED STATES
    • Embedded Artificial Intelligence Market Presence - Strong/Active/Niche/Trivial - Key Competitors in the United States for 2025 (E)
    • TABLE 38: USA Recent Past, Current & Future Analysis for Embedded Artificial Intelligence by Offering - Hardware, Software and Services - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 39: USA 6-Year Perspective for Embedded Artificial Intelligence by Offering - Percentage Breakdown of Value Sales for Hardware, Software and Services for the Years 2025 & 2030
    • TABLE 40: USA Recent Past, Current & Future Analysis for Embedded Artificial Intelligence by Vertical - BFSI, IT & ITES, Retail, Media & Entertainment, Automotive, Telecom, Manufacturing, Other Verticals and Healthcare - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 41: USA 6-Year Perspective for Embedded Artificial Intelligence by Vertical - Percentage Breakdown of Value Sales for BFSI, IT & ITES, Retail, Media & Entertainment, Automotive, Telecom, Manufacturing, Other Verticals and Healthcare for the Years 2025 & 2030
    • TABLE 42: USA Recent Past, Current & Future Analysis for Embedded Artificial Intelligence by Data Type - Sensor Data, Image & Video Data, Numeric Data, Categorical Data and Other Data Types - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 43: USA 6-Year Perspective for Embedded Artificial Intelligence by Data Type - Percentage Breakdown of Value Sales for Sensor Data, Image & Video Data, Numeric Data, Categorical Data and Other Data Types for the Years 2025 & 2030
  • CANADA
    • TABLE 44: Canada Recent Past, Current & Future Analysis for Embedded Artificial Intelligence by Offering - Hardware, Software and Services - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 45: Canada 6-Year Perspective for Embedded Artificial Intelligence by Offering - Percentage Breakdown of Value Sales for Hardware, Software and Services for the Years 2025 & 2030
    • TABLE 46: Canada Recent Past, Current & Future Analysis for Embedded Artificial Intelligence by Vertical - BFSI, IT & ITES, Retail, Media & Entertainment, Automotive, Telecom, Manufacturing, Other Verticals and Healthcare - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 47: Canada 6-Year Perspective for Embedded Artificial Intelligence by Vertical - Percentage Breakdown of Value Sales for BFSI, IT & ITES, Retail, Media & Entertainment, Automotive, Telecom, Manufacturing, Other Verticals and Healthcare for the Years 2025 & 2030
    • TABLE 48: Canada Recent Past, Current & Future Analysis for Embedded Artificial Intelligence by Data Type - Sensor Data, Image & Video Data, Numeric Data, Categorical Data and Other Data Types - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 49: Canada 6-Year Perspective for Embedded Artificial Intelligence by Data Type - Percentage Breakdown of Value Sales for Sensor Data, Image & Video Data, Numeric Data, Categorical Data and Other Data Types for the Years 2025 & 2030
  • JAPAN
    • Embedded Artificial Intelligence Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Japan for 2025 (E)
    • TABLE 50: Japan Recent Past, Current & Future Analysis for Embedded Artificial Intelligence by Offering - Hardware, Software and Services - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 51: Japan 6-Year Perspective for Embedded Artificial Intelligence by Offering - Percentage Breakdown of Value Sales for Hardware, Software and Services for the Years 2025 & 2030
    • TABLE 52: Japan Recent Past, Current & Future Analysis for Embedded Artificial Intelligence by Vertical - BFSI, IT & ITES, Retail, Media & Entertainment, Automotive, Telecom, Manufacturing, Other Verticals and Healthcare - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 53: Japan 6-Year Perspective for Embedded Artificial Intelligence by Vertical - Percentage Breakdown of Value Sales for BFSI, IT & ITES, Retail, Media & Entertainment, Automotive, Telecom, Manufacturing, Other Verticals and Healthcare for the Years 2025 & 2030
    • TABLE 54: Japan Recent Past, Current & Future Analysis for Embedded Artificial Intelligence by Data Type - Sensor Data, Image & Video Data, Numeric Data, Categorical Data and Other Data Types - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 55: Japan 6-Year Perspective for Embedded Artificial Intelligence by Data Type - Percentage Breakdown of Value Sales for Sensor Data, Image & Video Data, Numeric Data, Categorical Data and Other Data Types for the Years 2025 & 2030
  • CHINA
    • Embedded Artificial Intelligence Market Presence - Strong/Active/Niche/Trivial - Key Competitors in China for 2025 (E)
    • TABLE 56: China Recent Past, Current & Future Analysis for Embedded Artificial Intelligence by Offering - Hardware, Software and Services - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 57: China 6-Year Perspective for Embedded Artificial Intelligence by Offering - Percentage Breakdown of Value Sales for Hardware, Software and Services for the Years 2025 & 2030
    • TABLE 58: China Recent Past, Current & Future Analysis for Embedded Artificial Intelligence by Vertical - BFSI, IT & ITES, Retail, Media & Entertainment, Automotive, Telecom, Manufacturing, Other Verticals and Healthcare - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 59: China 6-Year Perspective for Embedded Artificial Intelligence by Vertical - Percentage Breakdown of Value Sales for BFSI, IT & ITES, Retail, Media & Entertainment, Automotive, Telecom, Manufacturing, Other Verticals and Healthcare for the Years 2025 & 2030
    • TABLE 60: China Recent Past, Current & Future Analysis for Embedded Artificial Intelligence by Data Type - Sensor Data, Image & Video Data, Numeric Data, Categorical Data and Other Data Types - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 61: China 6-Year Perspective for Embedded Artificial Intelligence by Data Type - Percentage Breakdown of Value Sales for Sensor Data, Image & Video Data, Numeric Data, Categorical Data and Other Data Types for the Years 2025 & 2030
  • EUROPE
    • Embedded Artificial Intelligence Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Europe for 2025 (E)
    • TABLE 62: Europe Recent Past, Current & Future Analysis for Embedded Artificial Intelligence by Geographic Region - France, Germany, Italy, UK and Rest of Europe Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
    • TABLE 63: Europe 6-Year Perspective for Embedded Artificial Intelligence by Geographic Region - Percentage Breakdown of Value Sales for France, Germany, Italy, UK and Rest of Europe Markets for Years 2025 & 2030
    • TABLE 64: Europe Recent Past, Current & Future Analysis for Embedded Artificial Intelligence by Offering - Hardware, Software and Services - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 65: Europe 6-Year Perspective for Embedded Artificial Intelligence by Offering - Percentage Breakdown of Value Sales for Hardware, Software and Services for the Years 2025 & 2030
    • TABLE 66: Europe Recent Past, Current & Future Analysis for Embedded Artificial Intelligence by Vertical - BFSI, IT & ITES, Retail, Media & Entertainment, Automotive, Telecom, Manufacturing, Other Verticals and Healthcare - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 67: Europe 6-Year Perspective for Embedded Artificial Intelligence by Vertical - Percentage Breakdown of Value Sales for BFSI, IT & ITES, Retail, Media & Entertainment, Automotive, Telecom, Manufacturing, Other Verticals and Healthcare for the Years 2025 & 2030
    • TABLE 68: Europe Recent Past, Current & Future Analysis for Embedded Artificial Intelligence by Data Type - Sensor Data, Image & Video Data, Numeric Data, Categorical Data and Other Data Types - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 69: Europe 6-Year Perspective for Embedded Artificial Intelligence by Data Type - Percentage Breakdown of Value Sales for Sensor Data, Image & Video Data, Numeric Data, Categorical Data and Other Data Types for the Years 2025 & 2030
  • FRANCE
    • Embedded Artificial Intelligence Market Presence - Strong/Active/Niche/Trivial - Key Competitors in France for 2025 (E)
    • TABLE 70: France Recent Past, Current & Future Analysis for Embedded Artificial Intelligence by Offering - Hardware, Software and Services - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 71: France 6-Year Perspective for Embedded Artificial Intelligence by Offering - Percentage Breakdown of Value Sales for Hardware, Software and Services for the Years 2025 & 2030
    • TABLE 72: France Recent Past, Current & Future Analysis for Embedded Artificial Intelligence by Vertical - BFSI, IT & ITES, Retail, Media & Entertainment, Automotive, Telecom, Manufacturing, Other Verticals and Healthcare - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 73: France 6-Year Perspective for Embedded Artificial Intelligence by Vertical - Percentage Breakdown of Value Sales for BFSI, IT & ITES, Retail, Media & Entertainment, Automotive, Telecom, Manufacturing, Other Verticals and Healthcare for the Years 2025 & 2030
    • TABLE 74: France Recent Past, Current & Future Analysis for Embedded Artificial Intelligence by Data Type - Sensor Data, Image & Video Data, Numeric Data, Categorical Data and Other Data Types - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 75: France 6-Year Perspective for Embedded Artificial Intelligence by Data Type - Percentage Breakdown of Value Sales for Sensor Data, Image & Video Data, Numeric Data, Categorical Data and Other Data Types for the Years 2025 & 2030
  • GERMANY
    • Embedded Artificial Intelligence Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Germany for 2025 (E)
    • TABLE 76: Germany Recent Past, Current & Future Analysis for Embedded Artificial Intelligence by Offering - Hardware, Software and Services - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 77: Germany 6-Year Perspective for Embedded Artificial Intelligence by Offering - Percentage Breakdown of Value Sales for Hardware, Software and Services for the Years 2025 & 2030
    • TABLE 78: Germany Recent Past, Current & Future Analysis for Embedded Artificial Intelligence by Vertical - BFSI, IT & ITES, Retail, Media & Entertainment, Automotive, Telecom, Manufacturing, Other Verticals and Healthcare - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 79: Germany 6-Year Perspective for Embedded Artificial Intelligence by Vertical - Percentage Breakdown of Value Sales for BFSI, IT & ITES, Retail, Media & Entertainment, Automotive, Telecom, Manufacturing, Other Verticals and Healthcare for the Years 2025 & 2030
    • TABLE 80: Germany Recent Past, Current & Future Analysis for Embedded Artificial Intelligence by Data Type - Sensor Data, Image & Video Data, Numeric Data, Categorical Data and Other Data Types - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 81: Germany 6-Year Perspective for Embedded Artificial Intelligence by Data Type - Percentage Breakdown of Value Sales for Sensor Data, Image & Video Data, Numeric Data, Categorical Data and Other Data Types for the Years 2025 & 2030
  • ITALY
    • TABLE 82: Italy Recent Past, Current & Future Analysis for Embedded Artificial Intelligence by Offering - Hardware, Software and Services - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 83: Italy 6-Year Perspective for Embedded Artificial Intelligence by Offering - Percentage Breakdown of Value Sales for Hardware, Software and Services for the Years 2025 & 2030
    • TABLE 84: Italy Recent Past, Current & Future Analysis for Embedded Artificial Intelligence by Vertical - BFSI, IT & ITES, Retail, Media & Entertainment, Automotive, Telecom, Manufacturing, Other Verticals and Healthcare - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 85: Italy 6-Year Perspective for Embedded Artificial Intelligence by Vertical - Percentage Breakdown of Value Sales for BFSI, IT & ITES, Retail, Media & Entertainment, Automotive, Telecom, Manufacturing, Other Verticals and Healthcare for the Years 2025 & 2030
    • TABLE 86: Italy Recent Past, Current & Future Analysis for Embedded Artificial Intelligence by Data Type - Sensor Data, Image & Video Data, Numeric Data, Categorical Data and Other Data Types - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 87: Italy 6-Year Perspective for Embedded Artificial Intelligence by Data Type - Percentage Breakdown of Value Sales for Sensor Data, Image & Video Data, Numeric Data, Categorical Data and Other Data Types for the Years 2025 & 2030
  • UNITED KINGDOM
    • Embedded Artificial Intelligence Market Presence - Strong/Active/Niche/Trivial - Key Competitors in the United Kingdom for 2025 (E)
    • TABLE 88: UK Recent Past, Current & Future Analysis for Embedded Artificial Intelligence by Offering - Hardware, Software and Services - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 89: UK 6-Year Perspective for Embedded Artificial Intelligence by Offering - Percentage Breakdown of Value Sales for Hardware, Software and Services for the Years 2025 & 2030
    • TABLE 90: UK Recent Past, Current & Future Analysis for Embedded Artificial Intelligence by Vertical - BFSI, IT & ITES, Retail, Media & Entertainment, Automotive, Telecom, Manufacturing, Other Verticals and Healthcare - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 91: UK 6-Year Perspective for Embedded Artificial Intelligence by Vertical - Percentage Breakdown of Value Sales for BFSI, IT & ITES, Retail, Media & Entertainment, Automotive, Telecom, Manufacturing, Other Verticals and Healthcare for the Years 2025 & 2030
    • TABLE 92: UK Recent Past, Current & Future Analysis for Embedded Artificial Intelligence by Data Type - Sensor Data, Image & Video Data, Numeric Data, Categorical Data and Other Data Types - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 93: UK 6-Year Perspective for Embedded Artificial Intelligence by Data Type - Percentage Breakdown of Value Sales for Sensor Data, Image & Video Data, Numeric Data, Categorical Data and Other Data Types for the Years 2025 & 2030
  • REST OF EUROPE
    • TABLE 94: Rest of Europe Recent Past, Current & Future Analysis for Embedded Artificial Intelligence by Offering - Hardware, Software and Services - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 95: Rest of Europe 6-Year Perspective for Embedded Artificial Intelligence by Offering - Percentage Breakdown of Value Sales for Hardware, Software and Services for the Years 2025 & 2030
    • TABLE 96: Rest of Europe Recent Past, Current & Future Analysis for Embedded Artificial Intelligence by Vertical - BFSI, IT & ITES, Retail, Media & Entertainment, Automotive, Telecom, Manufacturing, Other Verticals and Healthcare - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 97: Rest of Europe 6-Year Perspective for Embedded Artificial Intelligence by Vertical - Percentage Breakdown of Value Sales for BFSI, IT & ITES, Retail, Media & Entertainment, Automotive, Telecom, Manufacturing, Other Verticals and Healthcare for the Years 2025 & 2030
    • TABLE 98: Rest of Europe Recent Past, Current & Future Analysis for Embedded Artificial Intelligence by Data Type - Sensor Data, Image & Video Data, Numeric Data, Categorical Data and Other Data Types - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 99: Rest of Europe 6-Year Perspective for Embedded Artificial Intelligence by Data Type - Percentage Breakdown of Value Sales for Sensor Data, Image & Video Data, Numeric Data, Categorical Data and Other Data Types for the Years 2025 & 2030
  • ASIA-PACIFIC
    • Embedded Artificial Intelligence Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Asia-Pacific for 2025 (E)
    • TABLE 100: Asia-Pacific Recent Past, Current & Future Analysis for Embedded Artificial Intelligence by Offering - Hardware, Software and Services - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 101: Asia-Pacific 6-Year Perspective for Embedded Artificial Intelligence by Offering - Percentage Breakdown of Value Sales for Hardware, Software and Services for the Years 2025 & 2030
    • TABLE 102: Asia-Pacific Recent Past, Current & Future Analysis for Embedded Artificial Intelligence by Vertical - BFSI, IT & ITES, Retail, Media & Entertainment, Automotive, Telecom, Manufacturing, Other Verticals and Healthcare - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 103: Asia-Pacific 6-Year Perspective for Embedded Artificial Intelligence by Vertical - Percentage Breakdown of Value Sales for BFSI, IT & ITES, Retail, Media & Entertainment, Automotive, Telecom, Manufacturing, Other Verticals and Healthcare for the Years 2025 & 2030
    • TABLE 104: Asia-Pacific Recent Past, Current & Future Analysis for Embedded Artificial Intelligence by Data Type - Sensor Data, Image & Video Data, Numeric Data, Categorical Data and Other Data Types - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 105: Asia-Pacific 6-Year Perspective for Embedded Artificial Intelligence by Data Type - Percentage Breakdown of Value Sales for Sensor Data, Image & Video Data, Numeric Data, Categorical Data and Other Data Types for the Years 2025 & 2030
  • REST OF WORLD
    • TABLE 106: Rest of World Recent Past, Current & Future Analysis for Embedded Artificial Intelligence by Offering - Hardware, Software and Services - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 107: Rest of World 6-Year Perspective for Embedded Artificial Intelligence by Offering - Percentage Breakdown of Value Sales for Hardware, Software and Services for the Years 2025 & 2030
    • TABLE 108: Rest of World Recent Past, Current & Future Analysis for Embedded Artificial Intelligence by Vertical - BFSI, IT & ITES, Retail, Media & Entertainment, Automotive, Telecom, Manufacturing, Other Verticals and Healthcare - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 109: Rest of World 6-Year Perspective for Embedded Artificial Intelligence by Vertical - Percentage Breakdown of Value Sales for BFSI, IT & ITES, Retail, Media & Entertainment, Automotive, Telecom, Manufacturing, Other Verticals and Healthcare for the Years 2025 & 2030
    • TABLE 110: Rest of World Recent Past, Current & Future Analysis for Embedded Artificial Intelligence by Data Type - Sensor Data, Image & Video Data, Numeric Data, Categorical Data and Other Data Types - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 111: Rest of World 6-Year Perspective for Embedded Artificial Intelligence by Data Type - Percentage Breakdown of Value Sales for Sensor Data, Image & Video Data, Numeric Data, Categorical Data and Other Data Types for the Years 2025 & 2030

IV. COMPETITION