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組み込み型人工知能の世界市場

Embedded Artificial Intelligence

出版日
ページ情報
英文 191 Pages
納期
即日から翌営業日
適宜更新あり
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価格表記: USDを日本円(税抜)に換算
本日の銀行送金レート: 1USD=148.66円
組み込み型人工知能の世界市場
出版日: 2025年08月12日
発行: Global Industry Analysts, Inc.
ページ情報: 英文 191 Pages
納期: 即日から翌営業日
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概要

組み込み型人工知能の世界市場は2030年までに229億米ドルに達する見込み

2024年に108億米ドルと推定される組み込み型人工知能の世界市場は、2024年から2030年にかけてCAGR 13.3％で成長し、2030年には229億米ドルに達すると予測されます。本レポートで分析しているセグメントの1つであるハードウェアは、CAGR 12.2％を記録し、分析期間終了時には133億米ドルに達すると予測されています。ソフトウェア分野の成長率は、分析期間のCAGRで14.4％と推定されます。

米国市場は28億米ドル、中国はCAGR 12.6％で成長すると予測

米国の組み込み型人工知能市場は、2024年に28億米ドルと推定されます。世界第2位の経済大国である中国は、2030年までに36億米ドルの市場規模に達すると予測され、分析期間2024-2030年のCAGRは12.6%です。その他の注目すべき地域別市場としては、日本とカナダがあり、分析期間中のCAGRはそれぞれ12.1％と11.6％と予測されています。欧州では、ドイツがCAGR約9.9%で成長すると予測されています。

世界の組み込み型人工知能市場- 主要動向と促進要因まとめ

組み込み型人工知能とは何か、なぜスマートテクノロジーに変革をもたらすのか？

組み込み型人工知能（Embedded AI）とは、AIアルゴリズムと機械学習機能をエッジデバイスに統合し、クラウドコンピューティングに依存せずに自律的にデータ処理、意思決定、タスク実行を可能にすることを指します。このテクノロジーは、スマートフォン、IoTセンサー、自律走行車、医療機器、産業用ロボットなどのデバイスがインテリジェンスと効率性をもって動作することを可能にする、現代のスマートシステムの中核となっています。中央集中型のクラウドサーバーに依存する従来のAIシステムとは異なり、組み込み型AIはローカルでデータを処理するため、待ち時間が短縮され、セキュリティが強化され、運用効率が向上します。AI駆動型アプリケーションにおけるリアルタイムの意思決定、低消費電力、セキュリティ強化に対する要求の高まりにより、さまざまな業界で組み込み型AIの採用が加速しています。AIモデルの小型化と計算効率の向上に伴い、エッジ・コンピューティング・デバイスへの統合がますます現実的になり、スマート監視、自律走行ナビゲーション、予知保全、個別化ヘルスケアなどのアプリケーションの成長が促進されています。

技術の進歩は組み込みAIの能力をどのように高めているのか？

ハードウェア・アクセラレーション、ニューラル・プロセッシング・ユニット（NPU）、エッジAIフレームワークの急速な進歩により、組み込みAIシステムの効率性と機能性が大幅に向上しています。NVIDIA Jetson、Google Edge TPU、Qualcomm Snapdragon AI Engineなど、エッジコンピューティング向けに特別に設計されたAIチップセットは、最小限の消費電力でAIワークロードを処理するデバイスの能力を向上させています。また、連携学習の進歩により、AIモデルをエッジデバイスで直接学習できるようになり、データのプライバシーが確保され、クラウドストレージへの依存度が低下しました。さらに、TinyML（超小型機械学習）の開発により、バッテリー駆動のIoTデバイスで超低消費電力のAIアプリケーションが可能になり、遠隔地やリソースに制約のある環境におけるAIの範囲が拡大した。AI主導の自然言語処理（NLP）、コンピューター・ビジョン、予測分析を組み込みシステムに統合することで、自律的な意思決定、セキュリティ強化、適応学習機能が可能になり、産業界にさらなる変革をもたらしました。さらに、TensorFlow Lite、OpenVINO、PyTorch MobileなどのAIフレームワークは、組み込み環境における機械学習モデルの展開を簡素化し、AI統合を開発者や企業にとってより身近なものにしています。

組込みAIの導入をリードする業界は？

組み込みAIの採用は、ヘルスケア、自動車、産業オートメーション、家電、セキュリティ監視などの業界で急速に増加しています。ヘルスケアでは、AIを搭載した組み込みシステムがウェアラブルデバイスに採用され、リアルタイムの健康モニタリング、病気の早期発見、個別化された治療の推奨に利用されています。自動車業界では、ADAS（先進運転支援システム）、自律走行車、予知保全ソリューションに組み込みAIが採用され、輸送の安全性と効率が向上しています。産業オートメーション業界も、AIを活用した予知保全、ロボット工学、品質管理システムの恩恵を受け、生産性の向上と操業停止時間の短縮を実現しています。スマートホームデバイス、AI搭載カメラ、バーチャルアシスタントなどのコンシューマーエレクトロニクスは、組み込みAIを統合してユーザーエクスペリエンスと自動化を強化しています。さらに、セキュリティと監視アプリケーションは、顔認識、行動分析、異常検知に組み込みAIを活用し、よりインテリジェントでプロアクティブな脅威監視を可能にしています。スマートシティとインテリジェント・インフラの台頭は、交通管理、環境モニタリング、エネルギー最適化におけるAI搭載組込みソリューションの需要をさらに促進しています。

組み込み型人工知能市場の成長の原動力は？

組み込みAI市場の成長は、エッジコンピューティング需要の増加、AIチップセットの進歩、IoTアプリケーションにおけるリアルタイムデータ処理のニーズの高まりなど、いくつかの要因によってもたらされています。スマートデバイスとIoTエコシステムの拡大により、AIを搭載した組み込みシステムの採用が加速し、エッジでのインテリジェントな自動化と意思決定が可能になりました。また、データのセキュリティとプライバシーが重視されるようになったことで、クラウドベースのストレージと計算への依存度が低下し、デバイス上でのAI処理に対する需要が高まっています。さらに、量子化やプルーニングなどのAIモデル圧縮技術の進歩により、リソースに制約のあるデバイス上での複雑なAIモデルの展開が容易になり、組み込みAIがよりスケーラブルで効率的になりました。自動車業界では、自律走行車やコネクテッドカーへのシフトが進んでおり、AIを活用した組み込みシステムがナビゲーション、衝突回避、ドライバー監視で重要な役割を果たしているため、市場はさらに拡大しています。さらに、AIイノベーションとエッジコンピューティング・インフラストラクチャを促進する政府の取り組みが新たな成長機会を生み出し、AIハードウェアとソフトウェア開発への投資を促進しています。産業界がAI主導の自動化とスマート技術を採用し続ける中、組み込みAI市場はインテリジェント・コンピューティングの未来を形成し、大幅な拡大が見込まれます。

セグメント

提供（ハードウェア、ソフトウェア、サービス）、データタイプ（センサーデータ、画像・映像データ、数値データ、カテゴリーデータ、その他）、業種（ヘルスケア、BFSI、IT＆ITES、小売、メディア＆エンターテインメント、自動車、通信、製造、その他）

調査対象企業の例

  • 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

AIインテグレーション

私たちは、検証された専門家のコンテンツとAIツールによって、市場情報と競合情報を変革しています。

Global Industry Analystsは、一般的なLLMや業界別SLMのクエリに従う代わりに、ビデオ記録、ブログ、検索エンジン調査、大量の企業、製品/サービス、市場データなど、世界中の専門家から収集したコンテンツのリポジトリを構築しました。

関税影響係数

Global Industry Analystsは、本社の国、製造拠点、輸出入（完成品とOEM）に基づく企業の競争力の変化を予測しています。この複雑で多面的な市場力学は、売上原価（COGS）の増加、収益性の低下、サプライチェーンの再構築など、ミクロおよびマクロの市場力学の中でも特に競合他社に影響を与える見込みです。

目次

第1章 調査手法

第2章 エグゼクティブサマリー

  • 市場概要
  • 主要企業
  • 市場動向と促進要因
  • 世界市場の見通し

第3章 市場分析

  • 米国
  • カナダ
  • 日本
  • 中国
  • 欧州
  • フランス
  • ドイツ
  • イタリア
  • 英国
  • その他欧州
  • アジア太平洋
  • その他の地域

第4章 競合

目次
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