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市場調査レポート
商品コード
1634006
組み込みAI市場：市場分析と2033年までの予測 - タイプ別、製品別、サービス別、技術別、コンポーネント別、用途別、展開別、エンドユーザー別、機能別Embedded AI Market Analysis and Forecast to 2033: Type, Product, Services, Technology, Component, Application, Deployment, End User, Functionality |
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価格
| 組み込みAI市場：市場分析と2033年までの予測 - タイプ別、製品別、サービス別、技術別、コンポーネント別、用途別、展開別、エンドユーザー別、機能別 |
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出版日: 2025年01月13日
発行: Global Insight Services
ページ情報: 英文 397 Pages
納期: 3～5営業日
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- 全表示
- 概要
- 目次
概要
組み込みAI市場は、技術の進歩に牽引され、CAGR17.6%を反映して、2023年の72億米ドルから2033年には361億米ドルに拡大すると予想されます。
組み込みAI市場は、人工知能機能をハードウェア機器に直接統合し、自律的な意思決定とリアルタイムのデータ処理を可能にすることを包含します。この市場には、家電、自動車、ヘルスケア、産業オートメーションなどの分野が含まれ、AI主導の機能がチップやセンサーに組み込まれています。AIとIoTの融合は、エッジコンピューティングの進歩とともに、イノベーションを促進し、デバイスのインテリジェンスを強化し、さまざまな業界で効率化、個別化、ユーザー体験の向上を約束する新しい用途を育成しています。
組み込みAI市場は、機械学習とリアルタイムデータ処理の進歩に後押しされ、変革的な成長を遂げています。家電機器分野は、スマートデバイスやホームオートメーションシステムの普及に牽引され、市場をリードしています。自動車への応用、特に自律走行とADAS（先進運転支援システム）は、この分野の技術進化を浮き彫りにしており、2番目に高い業績を上げているサブセグメントです。ヘルスケアでは、組み込みAIが診断と患者モニタリングに革命をもたらし、技術革新に有利な機会を提供しています。北米は、技術インフラとAI研究開発への多額の投資に支えられ、市場を独占しています。欧州は、イノベーションと持続可能性へのコミットメントを原動力に、自動車と産業オートメーション分野で好調な業績を上げており、僅差でこれに続きます。アジア太平洋地域、特に中国と日本は、急速な工業化と急成長するハイテク産業により、主要プレーヤーとして台頭しつつあります。これらの地域は、インテリジェントシステムとオートメーションへの世界のシフトを反映して、大幅な成長を遂げる態勢を整えています。
2023年の組み込みAI市場は3億2,000万台と推定され、2033年には5億2,000万台まで拡大すると予測されています。スマートデバイスの急増に牽引され、家電機器分野が45%の市場シェアでリードしています。自動運転技術の進歩を反映して、自律走行車が30％で続きます。産業用オートメーションは25％を占め、製造業におけるAI主導型ソリューションの採用増加に後押しされています。NVIDIA、Qualcomm、Intelなどの主要プレーヤーが優位を占めており、それぞれが技術革新を活用して競争力を維持しています。
競合情勢は、積極的な研究開発投資と戦略的提携によって形成されています。規制の枠組み、特にEUと北米では、データプライバシーとセキュリティに重点を置いており、市場力学に影響を与えています。課題としては、規制への対応や継続的なイノベーションの必要性などが挙げられます。しかし、ヘルスケアや自動車などの分野では、AIの変革の可能性がますます認識されるようになっています。
世界の組み込みAI市場は地域によって大きな違いがあり、それぞれに独自の促進要因と成長展望があります。北米は、AIの研究開発への多額の投資に後押しされ、最前線に立っています。米国は、強固な技術インフラとイノベーションへの強い注力でリードしています。この地域は、大手AIテクノロジー企業の存在と高度に熟練した労働力から恩恵を受けています。自動車やヘルスケアなど様々な分野でのAIの統合が、市場の成長をさらに加速させています。
欧州では、組み込みAI市場は産業オートメーションとスマート製造の重視によって牽引されています。ドイツと英国が主要プレーヤーで、AIを活用して生産性と効率を高めています。欧州連合（EU）の規制枠組みはAIの導入を支援し、データプライバシーと倫理基準を保証しています。このような規制環境は信頼を育み、企業がAI技術を業務に統合することを後押しします。
アジア太平洋地域は、中国と日本を筆頭に、組み込みAI市場の急成長が見込まれています。これらの諸国は、政府の取り組みや多額の資金提供を通じてAI開発を優先しています。中国が世界のAIリーダーになることに注力していることは、その戦略的投資と協力関係からも明らかです。技術進歩で有名な日本は、AIをロボット工学や家電製品に統合し、市場拡大を推進しています。この地域の大規模な消費者基盤とデジタル化の進展が需要をさらに促進しています。
対照的に、ラテンアメリカと中東・アフリカの組み込みAI市場は、ペースは遅いものの、台頭しつつあります。ラテンアメリカではブラジルとメキシコが顕著で、金融や農業などの分野でAIの導入が進んでいます。中東・アフリカでは、アラブ首長国連邦や南アフリカなどの国々が経済の多様化のためにAIに投資しています。しかし、限られたインフラやスキル不足といった課題が、これらの地域での急速な成長を妨げています。
目次
第1章 組み込みAI市場の概要
- 調査目的
- 組み込みAI市場の定義と調査範囲
- レポートの制限事項
- 調査対象年と通貨
- 調査手法
第2章 エグゼクティブサマリー
第3章 市場に関する重要考察
第4章 組み込みAI市場の展望
- 組み込みAI市場のセグメンテーション
- 市場力学
- ポーターのファイブフォース分析
- PESTLE分析
- バリューチェーン分析
- 4Pモデル
- ANSOFFマトリックス
第5章 組み込みAIの市場戦略
- 親市場分析
- 需給分析
- 消費者の購買意欲
- ケーススタディ分析
- 価格分析
- 規制状況
- サプライチェーン分析
- 競合製品分析
- 最近の動向
第6章 組み込みAIの市場規模
- 組み込みAIの市場規模：金額別
- 組み込みAIの市場規模：数量別
第7章 組み込みAI市場：タイプ別
- 市場概要
- 機械学習
- 自然言語処理
- コンピュータビジョン
- 音声認識
- ロボット工学
- コグニティブコンピューティング
- 予測分析
- その他
第8章 組み込みAI市場：製品別
- 市場概要
- 組み込みプロセッサ
- マイクロコントローラ
- デジタルシグナルプロセッサ
- ASIC
- FPGA
- GPUベースシステム
- その他
第9章 組み込みAI市場：サービス別
- 市場概要
- コンサルティング
- 統合・展開
- サポート・保守
- トレーニング・開発
- その他
第10章 組み込みAI市場：技術別
- 市場概要
- エッジコンピューティング
- クラウドコンピューティング
- IoT統合
- 5G接続性
- その他
第11章 組み込みAI市場：コンポーネント別
- 市場概要
- ハードウェア
- ソフトウェア
- ファームウェア
- その他
第12章 組み込みAI市場：用途別
- 市場概要
- 自律走行車
- スマートホーム
- 産業オートメーション
- ヘルスケア機器
- ウェアラブルテクノロジー
- 小売ソリューション
- スマートシティ
- その他
第13章 組み込みAI市場：展開別
- 市場概要
- オンプレミス
- クラウドベース
- ハイブリッド
- その他
第14章 組み込みAI市場：エンドユーザー別
- 市場概要
- 自動車
- 家電
- ヘルスケア
- 製造業
- 小売
- 通信事業
- その他
第15章 組み込みAI市場：機能別
- 市場概要
- リアルタイム処理
- データ分析
- パターン認識
- 意思決定
- モニタリングと診断
- その他
第16章 組み込みAI市場：地域別
- 概要
- 北米
- 米国
- カナダ
- 欧州
- 英国
- ドイツ
- フランス
- スペイン
- イタリア
- オランダ
- スウェーデン
- スイス
- デンマーク
- フィンランド
- ロシア
- その他欧州
- アジア太平洋
- 中国
- インド
- 日本
- 韓国
- オーストラリア
- シンガポール
- インドネシア
- 台湾
- マレーシア
- その他アジア太平洋地域
- ラテンアメリカ
- ブラジル
- メキシコ
- アルゼンチン
- その他ラテンアメリカ
- 中東・アフリカ
- サウジアラビア
- アラブ首長国連邦
- 南アフリカ
- その他中東・アフリカ
第17章 競合情勢
- 概要
- 市場シェア分析
- 主要企業のポジショニング
- 競合リーダーシップマッピング
- ベンダーベンチマーキング
- 開発戦略のベンチマーキング
第18章 企業プロファイル
- Graphcore
- Mythic
- Syntiant
- Hailo
- BrainChip
- Perceive
- Eta Compute
- Kneron
- Flex Logix
- Deep Vision
- Edge Impulse
- GreenWaves Technologies
- Latent AI
- SambaNova Systems
- Blaize
- SiMa.ai
- Untether AI
- Xnor.ai
- Lynceus AI
- Vathys
目次
Product Code: GIS25169
The embedded AI market is expected to expand from $7.2 billion in 2023 to $36.1 billion by 2033, reflecting a CAGR of 17.6%, driven by technological advancements.
The Embedded AI Market encompasses the integration of artificial intelligence capabilities directly into hardware devices, enabling autonomous decision-making and real-time data processing. This market includes sectors such as consumer electronics, automotive, healthcare, and industrial automation, where AI-driven functionalities are embedded into chips and sensors. The convergence of AI and IoT, alongside advancements in edge computing, is driving innovation, enhancing device intelligence, and fostering new applications that promise efficiency, personalization, and enhanced user experiences across various industries.
The embedded AI market is undergoing transformative growth, propelled by advancements in machine learning and real-time data processing. The consumer electronics segment leads the market, driven by the proliferation of smart devices and home automation systems. Automotive applications, particularly in autonomous driving and advanced driver-assistance systems, represent the second-highest performing sub-segment, highlighting the sector's technological evolution. In healthcare, embedded AI is revolutionizing diagnostics and patient monitoring, offering lucrative opportunities for innovation.North America dominates the market, underpinned by technological infrastructure and significant investments in AI research and development. Europe follows closely, with strong performance in automotive and industrial automation sectors, driven by a commitment to innovation and sustainability. The Asia-Pacific region, particularly China and Japan, is emerging as a key player due to rapid industrialization and a burgeoning tech industry. These regions are poised for substantial growth, reflecting a global shift towards intelligent systems and automation.
In 2023, the Embedded AI Market was estimated at a robust volume of 320 million units, with projections suggesting a rise to 520 million units by 2033. The consumer electronics segment leads with a market share of 45%, driven by the surge in smart devices. Autonomous vehicles follow with 30%, reflecting advancements in self-driving technologies. Industrial automation accounts for 25%, propelled by the increasing adoption of AI-driven solutions in manufacturing. Key players such as NVIDIA, Qualcomm, and Intel dominate the landscape, each leveraging technological innovation to maintain competitive edges.
The competitive landscape is shaped by aggressive R&D investments and strategic partnerships. Regulatory frameworks, particularly in the EU and North America, focus on data privacy and security, impacting market dynamics. Challenges include regulatory compliance and the need for continuous innovation. However, opportunities abound in sectors like healthcare and automotive, where AI's transformative potential is increasingly recognized.
The global embedded AI market exhibits significant regional variations, each with unique drivers and growth prospects. North America stands at the forefront, propelled by substantial investments in AI research and development. The United States leads with its robust technological infrastructure and a strong focus on innovation. This region benefits from the presence of major AI technology companies and a highly skilled workforce. The integration of AI in various sectors, such as automotive and healthcare, further accelerates market growth.
In Europe, the embedded AI market is driven by a strong emphasis on industrial automation and smart manufacturing. Germany and the United Kingdom are key players, leveraging AI to enhance productivity and efficiency. The European Union's regulatory framework supports AI adoption, ensuring data privacy and ethical standards. This regulatory environment fosters trust, encouraging businesses to integrate AI technologies into their operations.
Asia Pacific is poised for rapid growth in the embedded AI market, with China and Japan at the helm. These countries prioritize AI development through government initiatives and substantial funding. China's focus on becoming a global AI leader is evident in its strategic investments and collaborations. Japan, renowned for its technological advancements, integrates AI into robotics and consumer electronics, driving market expansion. The region's large consumer base and growing digitalization further fuel demand.
In contrast, the embedded AI market in Latin America and the Middle East and Africa is emerging, albeit at a slower pace. Brazil and Mexico are notable in Latin America, with increasing adoption of AI in sectors like finance and agriculture. In the Middle East and Africa, countries such as the United Arab Emirates and South Africa are investing in AI to diversify their economies. However, challenges like limited infrastructure and skill shortages impede rapid growth in these regions.
Key Companies
Graphcore, Mythic, Syntiant, Hailo, Brain Chip, Perceive, Eta Compute, Kneron, Flex Logix, Deep Vision, Edge Impulse, Green Waves Technologies, Latent AI, Samba Nova Systems, Blaize, Si Ma.ai, Untether AI, Xnor.ai, Lynceus AI, Vathys
Sources
U.S. National Institute of Standards and Technology (NIST), European Commission - Digital Strategy, Artificial Intelligence and Digital Industry, IEEE International Conference on Artificial Intelligence Circuits and Systems (AICAS), Association for the Advancement of Artificial Intelligence (AAAI), European AI Alliance, AI Now Institute at New York University, Partnership on AI, The Alan Turing Institute, Massachusetts Institute of Technology - Computer Science and Artificial Intelligence Laboratory, Stanford University - Human-Centered Artificial Intelligence, Carnegie Mellon University - School of Computer Science, University of California, Berkeley - Artificial Intelligence Research, International Joint Conferences on Artificial Intelligence (IJCAI), Neural Information Processing Systems Conference (NeurIPS), International Conference on Learning Representations (ICLR), World Economic Forum - Centre for the Fourth Industrial Revolution, United Nations Educational, Scientific and Cultural Organization (UNESCO) - AI and Society, Organization for Economic Co-operation and Development (OECD) - AI Policy Observatory, National Science Foundation (NSF) - AI Research Institutes, International Telecommunication Union (ITU) - AI for Good Global Summit
Research Scope
- Estimates and forecasts the overall market size across type, application, and region.
- Provides detailed information and key takeaways on qualitative and quantitative trends, dynamics, business framework, competitive landscape, and company profiling.
- Identifies factors influencing market growth and challenges, opportunities, drivers, and restraints.
- Identifies factors that could limit company participation in international markets to help calibrate market share expectations and growth rates.
- Evaluates key development strategies like acquisitions, product launches, mergers, collaborations, business expansions, agreements, partnerships, and R&D activities.
- Analyzes smaller market segments strategically, focusing on their potential, growth patterns, and impact on the overall market.
- Outlines the competitive landscape, assessing business and corporate strategies to monitor and dissect competitive advancements.
Our research scope provides comprehensive market data, insights, and analysis across a variety of critical areas. We cover Local Market Analysis, assessing consumer demographics, purchasing behaviors, and market size within specific regions to identify growth opportunities. Our Local Competition Review offers a detailed evaluation of competitors, including their strengths, weaknesses, and market positioning. We also conduct Local Regulatory Reviews to ensure businesses comply with relevant laws and regulations. Industry Analysis provides an in-depth look at market dynamics, key players, and trends. Additionally, we offer Cross-Segmental Analysis to identify synergies between different market segments, as well as Production-Consumption and Demand-Supply Analysis to optimize supply chain efficiency. Our Import-Export Analysis helps businesses navigate global trade environments by evaluating trade flows and policies. These insights empower clients to make informed strategic decisions, mitigate risks, and capitalize on market opportunities.
TABLE OF CONTENTS
1: Embedded AI Market Overview
- 1.1 Objectives of the Study
- 1.2 Embedded AI Market Definition and Scope of the Report
- 1.3 Report Limitations
- 1.4 Years & Currency Considered in the Study
- 1.5 Research Methodologies
- 1.5.1 Secondary Research
- 1.5.2 Primary Research
- 1.5.3 Market Size Estimation: Top-Down Approach
- 1.5.4 Market Size Estimation: Bottom-Up Approach
- 1.5.5 Data Triangulation and Validation
2: Executive Summary
- 2.1 Summary
- 2.2 Key Opinion Leaders
- 2.3 Key Highlights of the Market, by Type
- 2.4 Key Highlights of the Market, by Product
- 2.5 Key Highlights of the Market, by Services
- 2.6 Key Highlights of the Market, by Technology
- 2.7 Key Highlights of the Market, by Component
- 2.8 Key Highlights of the Market, by Application
- 2.9 Key Highlights of the Market, by Deployment
- 2.10 Key Highlights of the Market, by End User
- 2.11 Key Highlights of the Market, by Functionality
- 2.12 Key Highlights of the Market, by North America
- 2.13 Key Highlights of the Market, by Europe
- 2.14 Key Highlights of the Market, by Asia-Pacific
- 2.15 Key Highlights of the Market, by Latin America
- 2.16 Key Highlights of the Market, by Middle East
- 2.17 Key Highlights of the Market, by Africa
3: Premium Insights on the Market
- 3.1 Market Attractiveness Analysis, by Region
- 3.2 Market Attractiveness Analysis, by Type
- 3.3 Market Attractiveness Analysis, by Product
- 3.4 Market Attractiveness Analysis, by Services
- 3.5 Market Attractiveness Analysis, by Technology
- 3.6 Market Attractiveness Analysis, by Component
- 3.7 Market Attractiveness Analysis, by Application
- 3.8 Market Attractiveness Analysis, by Deployment
- 3.9 Market Attractiveness Analysis, by End User
- 3.10 Market Attractiveness Analysis, by Functionality
- 3.11 Market Attractiveness Analysis, by North America
- 3.12 Market Attractiveness Analysis, by Europe
- 3.13 Market Attractiveness Analysis, by Asia-Pacific
- 3.14 Market Attractiveness Analysis, by Latin America
- 3.15 Market Attractiveness Analysis, by Middle East
- 3.16 Market Attractiveness Analysis, by Africa
4: Embedded AI Market Outlook
- 4.1 Embedded AI Market Segmentation
- 4.2 Market Dynamics
- 4.2.1 Market Drivers
- 4.2.2 Market Trends
- 4.2.3 Market Restraints
- 4.2.4 Market Opportunities
- 4.3 Porters Five Forces Analysis
- 4.3.1 Threat of New Entrants
- 4.3.2 Threat of Substitutes
- 4.3.3 Bargaining Power of Buyers
- 4.3.4 Bargaining Power of Supplier
- 4.3.5 Competitive Rivalry
- 4.4 PESTLE Analysis
- 4.5 Value Chain Analysis
- 4.6 4Ps Model
- 4.7 ANSOFF Matrix
5: Embedded AI Embedded AI Market Strategy
- 5.1 Parent Market Analysis
- 5.2 Supply-Demand Analysis
- 5.3 Consumer Buying Interest
- 5.4 Case Study Analysis
- 5.5 Pricing Analysis
- 5.6 Regulatory Landscape
- 5.7 Supply Chain Analysis
- 5.8 Competition Product Analysis
- 5.9 Recent Developments
6: Embedded AI Market Size
- 6.1 Embedded AI Market Size, by Value
- 6.2 Embedded AI Market Size, by Volume
7: Embedded AI Market, by Type
- 7.1 Market Overview
- 7.2 Machine Learning
- 7.2.1 Key Market Trends & Opportunity Analysis
- 7.2.2 Market Size and Forecast, by Region
- 7.3 Natural Language Processing
- 7.3.1 Key Market Trends & Opportunity Analysis
- 7.3.2 Market Size and Forecast, by Region
- 7.4 Computer Vision
- 7.4.1 Key Market Trends & Opportunity Analysis
- 7.4.2 Market Size and Forecast, by Region
- 7.5 Speech Recognition
- 7.5.1 Key Market Trends & Opportunity Analysis
- 7.5.2 Market Size and Forecast, by Region
- 7.6 Robotics
- 7.6.1 Key Market Trends & Opportunity Analysis
- 7.6.2 Market Size and Forecast, by Region
- 7.7 Cognitive Computing
- 7.7.1 Key Market Trends & Opportunity Analysis
- 7.7.2 Market Size and Forecast, by Region
- 7.8 Predictive Analytics
- 7.8.1 Key Market Trends & Opportunity Analysis
- 7.8.2 Market Size and Forecast, by Region
- 7.9 Others
- 7.9.1 Key Market Trends & Opportunity Analysis
- 7.9.2 Market Size and Forecast, by Region
8: Embedded AI Market, by Product
- 8.1 Market Overview
- 8.2 Embedded Processors
- 8.2.1 Key Market Trends & Opportunity Analysis
- 8.2.2 Market Size and Forecast, by Region
- 8.3 Microcontrollers
- 8.3.1 Key Market Trends & Opportunity Analysis
- 8.3.2 Market Size and Forecast, by Region
- 8.4 Digital Signal Processors
- 8.4.1 Key Market Trends & Opportunity Analysis
- 8.4.2 Market Size and Forecast, by Region
- 8.5 ASICs
- 8.5.1 Key Market Trends & Opportunity Analysis
- 8.5.2 Market Size and Forecast, by Region
- 8.6 FPGAs
- 8.6.1 Key Market Trends & Opportunity Analysis
- 8.6.2 Market Size and Forecast, by Region
- 8.7 GPU-based Systems
- 8.7.1 Key Market Trends & Opportunity Analysis
- 8.7.2 Market Size and Forecast, by Region
- 8.8 Others
- 8.8.1 Key Market Trends & Opportunity Analysis
- 8.8.2 Market Size and Forecast, by Region
9: Embedded AI Market, by Services
- 9.1 Market Overview
- 9.2 Consulting
- 9.2.1 Key Market Trends & Opportunity Analysis
- 9.2.2 Market Size and Forecast, by Region
- 9.3 Integration and Deployment
- 9.3.1 Key Market Trends & Opportunity Analysis
- 9.3.2 Market Size and Forecast, by Region
- 9.4 Support and Maintenance
- 9.4.1 Key Market Trends & Opportunity Analysis
- 9.4.2 Market Size and Forecast, by Region
- 9.5 Training and Development
- 9.5.1 Key Market Trends & Opportunity Analysis
- 9.5.2 Market Size and Forecast, by Region
- 9.6 Others
- 9.6.1 Key Market Trends & Opportunity Analysis
- 9.6.2 Market Size and Forecast, by Region
10: Embedded AI Market, by Technology
- 10.1 Market Overview
- 10.2 Edge Computing
- 10.2.1 Key Market Trends & Opportunity Analysis
- 10.2.2 Market Size and Forecast, by Region
- 10.3 Cloud Computing
- 10.3.1 Key Market Trends & Opportunity Analysis
- 10.3.2 Market Size and Forecast, by Region
- 10.4 IoT Integration
- 10.4.1 Key Market Trends & Opportunity Analysis
- 10.4.2 Market Size and Forecast, by Region
- 10.5 5G Connectivity
- 10.5.1 Key Market Trends & Opportunity Analysis
- 10.5.2 Market Size and Forecast, by Region
- 10.6 Others
- 10.6.1 Key Market Trends & Opportunity Analysis
- 10.6.2 Market Size and Forecast, by Region
11: Embedded AI Market, by Component
- 11.1 Market Overview
- 11.2 Hardware
- 11.2.1 Key Market Trends & Opportunity Analysis
- 11.2.2 Market Size and Forecast, by Region
- 11.3 Software
- 11.3.1 Key Market Trends & Opportunity Analysis
- 11.3.2 Market Size and Forecast, by Region
- 11.4 Firmware
- 11.4.1 Key Market Trends & Opportunity Analysis
- 11.4.2 Market Size and Forecast, by Region
- 11.5 Others
- 11.5.1 Key Market Trends & Opportunity Analysis
- 11.5.2 Market Size and Forecast, by Region
12: Embedded AI Market, by Application
- 12.1 Market Overview
- 12.2 Autonomous Vehicles
- 12.2.1 Key Market Trends & Opportunity Analysis
- 12.2.2 Market Size and Forecast, by Region
- 12.3 Smart Homes
- 12.3.1 Key Market Trends & Opportunity Analysis
- 12.3.2 Market Size and Forecast, by Region
- 12.4 Industrial Automation
- 12.4.1 Key Market Trends & Opportunity Analysis
- 12.4.2 Market Size and Forecast, by Region
- 12.5 Healthcare Devices
- 12.5.1 Key Market Trends & Opportunity Analysis
- 12.5.2 Market Size and Forecast, by Region
- 12.6 Wearable Technology
- 12.6.1 Key Market Trends & Opportunity Analysis
- 12.6.2 Market Size and Forecast, by Region
- 12.7 Retail Solutions
- 12.7.1 Key Market Trends & Opportunity Analysis
- 12.7.2 Market Size and Forecast, by Region
- 12.8 Smart Cities
- 12.8.1 Key Market Trends & Opportunity Analysis
- 12.8.2 Market Size and Forecast, by Region
- 12.9 Others
- 12.9.1 Key Market Trends & Opportunity Analysis
- 12.9.2 Market Size and Forecast, by Region
13: Embedded AI Market, by Deployment
- 13.1 Market Overview
- 13.2 On-premise
- 13.2.1 Key Market Trends & Opportunity Analysis
- 13.2.2 Market Size and Forecast, by Region
- 13.3 Cloud-based
- 13.3.1 Key Market Trends & Opportunity Analysis
- 13.3.2 Market Size and Forecast, by Region
- 13.4 Hybrid
- 13.4.1 Key Market Trends & Opportunity Analysis
- 13.4.2 Market Size and Forecast, by Region
- 13.5 Others
- 13.5.1 Key Market Trends & Opportunity Analysis
- 13.5.2 Market Size and Forecast, by Region
14: Embedded AI Market, by End User
- 14.1 Market Overview
- 14.2 Automotive
- 14.2.1 Key Market Trends & Opportunity Analysis
- 14.2.2 Market Size and Forecast, by Region
- 14.3 Consumer Electronics
- 14.3.1 Key Market Trends & Opportunity Analysis
- 14.3.2 Market Size and Forecast, by Region
- 14.4 Healthcare
- 14.4.1 Key Market Trends & Opportunity Analysis
- 14.4.2 Market Size and Forecast, by Region
- 14.5 Manufacturing
- 14.5.1 Key Market Trends & Opportunity Analysis
- 14.5.2 Market Size and Forecast, by Region
- 14.6 Retail
- 14.6.1 Key Market Trends & Opportunity Analysis
- 14.6.2 Market Size and Forecast, by Region
- 14.7 Telecommunications
- 14.7.1 Key Market Trends & Opportunity Analysis
- 14.7.2 Market Size and Forecast, by Region
- 14.8 Others
- 14.8.1 Key Market Trends & Opportunity Analysis
- 14.8.2 Market Size and Forecast, by Region
15: Embedded AI Market, by Functionality
- 15.1 Market Overview
- 15.2 Real-time Processing
- 15.2.1 Key Market Trends & Opportunity Analysis
- 15.2.2 Market Size and Forecast, by Region
- 15.3 Data Analytics
- 15.3.1 Key Market Trends & Opportunity Analysis
- 15.3.2 Market Size and Forecast, by Region
- 15.4 Pattern Recognition
- 15.4.1 Key Market Trends & Opportunity Analysis
- 15.4.2 Market Size and Forecast, by Region
- 15.5 Decision Making
- 15.5.1 Key Market Trends & Opportunity Analysis
- 15.5.2 Market Size and Forecast, by Region
- 15.6 Monitoring and Diagnostics
- 15.6.1 Key Market Trends & Opportunity Analysis
- 15.6.2 Market Size and Forecast, by Region
- 15.7 Others
- 15.7.1 Key Market Trends & Opportunity Analysis
- 15.7.2 Market Size and Forecast, by Region
16: Embedded AI Market, by Region
- 16.1 Overview
- 16.2 North America
- 16.2.1 Key Market Trends and Opportunities
- 16.2.2 North America Market Size and Forecast, by Type
- 16.2.3 North America Market Size and Forecast, by Product
- 16.2.4 North America Market Size and Forecast, by Services
- 16.2.5 North America Market Size and Forecast, by Technology
- 16.2.6 North America Market Size and Forecast, by Component
- 16.2.7 North America Market Size and Forecast, by Application
- 16.2.8 North America Market Size and Forecast, by Deployment
- 16.2.9 North America Market Size and Forecast, by End User
- 16.2.10 North America Market Size and Forecast, by Functionality
- 16.2.11 North America Market Size and Forecast, by Country
- 16.2.12 United States
- 16.2.9.1 United States Market Size and Forecast, by Type
- 16.2.9.2 United States Market Size and Forecast, by Product
- 16.2.9.3 United States Market Size and Forecast, by Services
- 16.2.9.4 United States Market Size and Forecast, by Technology
- 16.2.9.5 United States Market Size and Forecast, by Component
- 16.2.9.6 United States Market Size and Forecast, by Application
- 16.2.9.7 United States Market Size and Forecast, by Deployment
- 16.2.9.8 United States Market Size and Forecast, by End User
- 16.2.9.9 United States Market Size and Forecast, by Functionality
- 16.2.9.10 Local Competition Analysis
- 16.2.9.11 Local Market Analysis
- 16.2.1 Canada
- 16.2.10.1 Canada Market Size and Forecast, by Type
- 16.2.10.2 Canada Market Size and Forecast, by Product
- 16.2.10.3 Canada Market Size and Forecast, by Services
- 16.2.10.4 Canada Market Size and Forecast, by Technology
- 16.2.10.5 Canada Market Size and Forecast, by Component
- 16.2.10.6 Canada Market Size and Forecast, by Application
- 16.2.10.7 Canada Market Size and Forecast, by Deployment
- 16.2.10.8 Canada Market Size and Forecast, by End User
- 16.2.10.9 Canada Market Size and Forecast, by Functionality
- 16.2.10.10 Local Competition Analysis
- 16.2.10.11 Local Market Analysis
- 16.1 Europe
- 16.3.1 Key Market Trends and Opportunities
- 16.3.2 Europe Market Size and Forecast, by Type
- 16.3.3 Europe Market Size and Forecast, by Product
- 16.3.4 Europe Market Size and Forecast, by Services
- 16.3.5 Europe Market Size and Forecast, by Technology
- 16.3.6 Europe Market Size and Forecast, by Component
- 16.3.7 Europe Market Size and Forecast, by Application
- 16.3.8 Europe Market Size and Forecast, by Deployment
- 16.3.9 Europe Market Size and Forecast, by End User
- 16.3.10 Europe Market Size and Forecast, by Functionality
- 16.3.11 Europe Market Size and Forecast, by Country
- 16.3.12 United Kingdom
- 16.3.9.1 United Kingdom Market Size and Forecast, by Type
- 16.3.9.2 United Kingdom Market Size and Forecast, by Product
- 16.3.9.3 United Kingdom Market Size and Forecast, by Services
- 16.3.9.4 United Kingdom Market Size and Forecast, by Technology
- 16.3.9.5 United Kingdom Market Size and Forecast, by Component
- 16.3.9.6 United Kingdom Market Size and Forecast, by Application
- 16.3.9.7 United Kingdom Market Size and Forecast, by Deployment
- 16.3.9.8 United Kingdom Market Size and Forecast, by End User
- 16.3.9.9 United Kingdom Market Size and Forecast, by Functionality
- 16.3.9.10 Local Competition Analysis
- 16.3.9.11 Local Market Analysis
- 16.3.1 Germany
- 16.3.10.1 Germany Market Size and Forecast, by Type
- 16.3.10.2 Germany Market Size and Forecast, by Product
- 16.3.10.3 Germany Market Size and Forecast, by Services
- 16.3.10.4 Germany Market Size and Forecast, by Technology
- 16.3.10.5 Germany Market Size and Forecast, by Component
- 16.3.10.6 Germany Market Size and Forecast, by Application
- 16.3.10.7 Germany Market Size and Forecast, by Deployment
- 16.3.10.8 Germany Market Size and Forecast, by End User
- 16.3.10.9 Germany Market Size and Forecast, by Functionality
- 16.3.10.10 Local Competition Analysis
- 16.3.10.11 Local Market Analysis
- 16.3.1 France
- 16.3.11.1 France Market Size and Forecast, by Type
- 16.3.11.2 France Market Size and Forecast, by Product
- 16.3.11.3 France Market Size and Forecast, by Services
- 16.3.11.4 France Market Size and Forecast, by Technology
- 16.3.11.5 France Market Size and Forecast, by Component
- 16.3.11.6 France Market Size and Forecast, by Application
- 16.3.11.7 France Market Size and Forecast, by Deployment
- 16.3.11.8 France Market Size and Forecast, by End User
- 16.3.11.9 France Market Size and Forecast, by Functionality
- 16.3.11.10 Local Competition Analysis
- 16.3.11.11 Local Market Analysis
- 16.3.1 Spain
- 16.3.12.1 Spain Market Size and Forecast, by Type
- 16.3.12.2 Spain Market Size and Forecast, by Product
- 16.3.12.3 Spain Market Size and Forecast, by Services
- 16.3.12.4 Spain Market Size and Forecast, by Technology
- 16.3.12.5 Spain Market Size and Forecast, by Component
- 16.3.12.6 Spain Market Size and Forecast, by Application
- 16.3.12.7 Spain Market Size and Forecast, by Deployment
- 16.3.12.8 Spain Market Size and Forecast, by End User
- 16.3.12.9 Spain Market Size and Forecast, by Functionality
- 16.3.12.10 Local Competition Analysis
- 16.3.12.11 Local Market Analysis
- 16.3.1 Italy
- 16.3.13.1 Italy Market Size and Forecast, by Type
- 16.3.13.2 Italy Market Size and Forecast, by Product
- 16.3.13.3 Italy Market Size and Forecast, by Services
- 16.3.13.4 Italy Market Size and Forecast, by Technology
- 16.3.13.5 Italy Market Size and Forecast, by Component
- 16.3.13.6 Italy Market Size and Forecast, by Application
- 16.3.13.7 Italy Market Size and Forecast, by Deployment
- 16.3.13.8 Italy Market Size and Forecast, by End User
- 16.3.13.9 Italy Market Size and Forecast, by Functionality
- 16.3.13.10 Local Competition Analysis
- 16.3.13.11 Local Market Analysis
- 16.3.1 Netherlands
- 16.3.14.1 Netherlands Market Size and Forecast, by Type
- 16.3.14.2 Netherlands Market Size and Forecast, by Product
- 16.3.14.3 Netherlands Market Size and Forecast, by Services
- 16.3.14.4 Netherlands Market Size and Forecast, by Technology
- 16.3.14.5 Netherlands Market Size and Forecast, by Component
- 16.3.14.6 Netherlands Market Size and Forecast, by Application
- 16.3.14.7 Netherlands Market Size and Forecast, by Deployment
- 16.3.14.8 Netherlands Market Size and Forecast, by End User
- 16.3.14.9 Netherlands Market Size and Forecast, by Functionality
- 16.3.14.10 Local Competition Analysis
- 16.3.14.11 Local Market Analysis
- 16.3.1 Sweden
- 16.3.15.1 Sweden Market Size and Forecast, by Type
- 16.3.15.2 Sweden Market Size and Forecast, by Product
- 16.3.15.3 Sweden Market Size and Forecast, by Services
- 16.3.15.4 Sweden Market Size and Forecast, by Technology
- 16.3.15.5 Sweden Market Size and Forecast, by Component
- 16.3.15.6 Sweden Market Size and Forecast, by Application
- 16.3.15.7 Sweden Market Size and Forecast, by Deployment
- 16.3.15.8 Sweden Market Size and Forecast, by End User
- 16.3.15.9 Sweden Market Size and Forecast, by Functionality
- 16.3.15.10 Local Competition Analysis
- 16.3.15.11 Local Market Analysis
- 16.3.1 Switzerland
- 16.3.16.1 Switzerland Market Size and Forecast, by Type
- 16.3.16.2 Switzerland Market Size and Forecast, by Product
- 16.3.16.3 Switzerland Market Size and Forecast, by Services
- 16.3.16.4 Switzerland Market Size and Forecast, by Technology
- 16.3.16.5 Switzerland Market Size and Forecast, by Component
- 16.3.16.6 Switzerland Market Size and Forecast, by Application
- 16.3.16.7 Switzerland Market Size and Forecast, by Deployment
- 16.3.16.8 Switzerland Market Size and Forecast, by End User
- 16.3.16.9 Switzerland Market Size and Forecast, by Functionality
- 16.3.16.10 Local Competition Analysis
- 16.3.16.11 Local Market Analysis
- 16.3.1 Denmark
- 16.3.17.1 Denmark Market Size and Forecast, by Type
- 16.3.17.2 Denmark Market Size and Forecast, by Product
- 16.3.17.3 Denmark Market Size and Forecast, by Services
- 16.3.17.4 Denmark Market Size and Forecast, by Technology
- 16.3.17.5 Denmark Market Size and Forecast, by Component
- 16.3.17.6 Denmark Market Size and Forecast, by Application
- 16.3.17.7 Denmark Market Size and Forecast, by Deployment
- 16.3.17.8 Denmark Market Size and Forecast, by End User
- 16.3.17.9 Denmark Market Size and Forecast, by Functionality
- 16.3.17.10 Local Competition Analysis
- 16.3.17.11 Local Market Analysis
- 16.3.1 Finland
- 16.3.18.1 Finland Market Size and Forecast, by Type
- 16.3.18.2 Finland Market Size and Forecast, by Product
- 16.3.18.3 Finland Market Size and Forecast, by Services
- 16.3.18.4 Finland Market Size and Forecast, by Technology
- 16.3.18.5 Finland Market Size and Forecast, by Component
- 16.3.18.6 Finland Market Size and Forecast, by Application
- 16.3.18.7 Finland Market Size and Forecast, by Deployment
- 16.3.18.8 Finland Market Size and Forecast, by End User
- 16.3.18.9 Finland Market Size and Forecast, by Functionality
- 16.3.18.10 Local Competition Analysis
- 16.3.18.11 Local Market Analysis
- 16.3.1 Russia
- 16.3.19.1 Russia Market Size and Forecast, by Type
- 16.3.19.2 Russia Market Size and Forecast, by Product
- 16.3.19.3 Russia Market Size and Forecast, by Services
- 16.3.19.4 Russia Market Size and Forecast, by Technology
- 16.3.19.5 Russia Market Size and Forecast, by Component
- 16.3.19.6 Russia Market Size and Forecast, by Application
- 16.3.19.7 Russia Market Size and Forecast, by Deployment
- 16.3.19.8 Russia Market Size and Forecast, by End User
- 16.3.19.9 Russia Market Size and Forecast, by Functionality
- 16.3.19.10 Local Competition Analysis
- 16.3.19.11 Local Market Analysis
- 16.3.1 Rest of Europe
- 16.3.20.1 Rest of Europe Market Size and Forecast, by Type
- 16.3.20.2 Rest of Europe Market Size and Forecast, by Product
- 16.3.20.3 Rest of Europe Market Size and Forecast, by Services
- 16.3.20.4 Rest of Europe Market Size and Forecast, by Technology
- 16.3.20.5 Rest of Europe Market Size and Forecast, by Component
- 16.3.20.6 Rest of Europe Market Size and Forecast, by Application
- 16.3.20.7 Rest of Europe Market Size and Forecast, by Deployment
- 16.3.20.8 Rest of Europe Market Size and Forecast, by End User
- 16.3.20.9 Rest of Europe Market Size and Forecast, by Functionality
- 16.3.20.10 Local Competition Analysis
- 16.3.20.11 Local Market Analysis
- 16.1 Asia-Pacific
- 16.4.1 Key Market Trends and Opportunities
- 16.4.2 Asia-Pacific Market Size and Forecast, by Type
- 16.4.3 Asia-Pacific Market Size and Forecast, by Product
- 16.4.4 Asia-Pacific Market Size and Forecast, by Services
- 16.4.5 Asia-Pacific Market Size and Forecast, by Technology
- 16.4.6 Asia-Pacific Market Size and Forecast, by Component
- 16.4.7 Asia-Pacific Market Size and Forecast, by Application
- 16.4.8 Asia-Pacific Market Size and Forecast, by Deployment
- 16.4.9 Asia-Pacific Market Size and Forecast, by End User
- 16.4.10 Asia-Pacific Market Size and Forecast, by Functionality
- 16.4.11 Asia-Pacific Market Size and Forecast, by Country
- 16.4.12 China
- 16.4.9.1 China Market Size and Forecast, by Type
- 16.4.9.2 China Market Size and Forecast, by Product
- 16.4.9.3 China Market Size and Forecast, by Services
- 16.4.9.4 China Market Size and Forecast, by Technology
- 16.4.9.5 China Market Size and Forecast, by Component
- 16.4.9.6 China Market Size and Forecast, by Application
- 16.4.9.7 China Market Size and Forecast, by Deployment
- 16.4.9.8 China Market Size and Forecast, by End User
- 16.4.9.9 China Market Size and Forecast, by Functionality
- 16.4.9.10 Local Competition Analysis
- 16.4.9.11 Local Market Analysis
- 16.4.1 India
- 16.4.10.1 India Market Size and Forecast, by Type
- 16.4.10.2 India Market Size and Forecast, by Product
- 16.4.10.3 India Market Size and Forecast, by Services
- 16.4.10.4 India Market Size and Forecast, by Technology
- 16.4.10.5 India Market Size and Forecast, by Component
- 16.4.10.6 India Market Size and Forecast, by Application
- 16.4.10.7 India Market Size and Forecast, by Deployment
- 16.4.10.8 India Market Size and Forecast, by End User
- 16.4.10.9 India Market Size and Forecast, by Functionality
- 16.4.10.10 Local Competition Analysis
- 16.4.10.11 Local Market Analysis
- 16.4.1 Japan
- 16.4.11.1 Japan Market Size and Forecast, by Type
- 16.4.11.2 Japan Market Size and Forecast, by Product
- 16.4.11.3 Japan Market Size and Forecast, by Services
- 16.4.11.4 Japan Market Size and Forecast, by Technology
- 16.4.11.5 Japan Market Size and Forecast, by Component
- 16.4.11.6 Japan Market Size and Forecast, by Application
- 16.4.11.7 Japan Market Size and Forecast, by Deployment
- 16.4.11.8 Japan Market Size and Forecast, by End User
- 16.4.11.9 Japan Market Size and Forecast, by Functionality
- 16.4.11.10 Local Competition Analysis
- 16.4.11.11 Local Market Analysis
- 16.4.1 South Korea
- 16.4.12.1 South Korea Market Size and Forecast, by Type
- 16.4.12.2 South Korea Market Size and Forecast, by Product
- 16.4.12.3 South Korea Market Size and Forecast, by Services
- 16.4.12.4 South Korea Market Size and Forecast, by Technology
- 16.4.12.5 South Korea Market Size and Forecast, by Component
- 16.4.12.6 South Korea Market Size and Forecast, by Application
- 16.4.12.7 South Korea Market Size and Forecast, by Deployment
- 16.4.12.8 South Korea Market Size and Forecast, by End User
- 16.4.12.9 South Korea Market Size and Forecast, by Functionality
- 16.4.12.10 Local Competition Analysis
- 16.4.12.11 Local Market Analysis
- 16.4.1 Australia
- 16.4.13.1 Australia Market Size and Forecast, by Type
- 16.4.13.2 Australia Market Size and Forecast, by Product
- 16.4.13.3 Australia Market Size and Forecast, by Services
- 16.4.13.4 Australia Market Size and Forecast, by Technology
- 16.4.13.5 Australia Market Size and Forecast, by Component
- 16.4.13.6 Australia Market Size and Forecast, by Application
- 16.4.13.7 Australia Market Size and Forecast, by Deployment
- 16.4.13.8 Australia Market Size and Forecast, by End User
- 16.4.13.9 Australia Market Size and Forecast, by Functionality
- 16.4.13.10 Local Competition Analysis
- 16.4.13.11 Local Market Analysis
- 16.4.1 Singapore
- 16.4.14.1 Singapore Market Size and Forecast, by Type
- 16.4.14.2 Singapore Market Size and Forecast, by Product
- 16.4.14.3 Singapore Market Size and Forecast, by Services
- 16.4.14.4 Singapore Market Size and Forecast, by Technology
- 16.4.14.5 Singapore Market Size and Forecast, by Component
- 16.4.14.6 Singapore Market Size and Forecast, by Application
- 16.4.14.7 Singapore Market Size and Forecast, by Deployment
- 16.4.14.8 Singapore Market Size and Forecast, by End User
- 16.4.14.9 Singapore Market Size and Forecast, by Functionality
- 16.4.14.10 Local Competition Analysis
- 16.4.14.11 Local Market Analysis
- 16.4.1 Indonesia
- 16.4.15.1 Indonesia Market Size and Forecast, by Type
- 16.4.15.2 Indonesia Market Size and Forecast, by Product
- 16.4.15.3 Indonesia Market Size and Forecast, by Services
- 16.4.15.4 Indonesia Market Size and Forecast, by Technology
- 16.4.15.5 Indonesia Market Size and Forecast, by Component
- 16.4.15.6 Indonesia Market Size and Forecast, by Application
- 16.4.15.7 Indonesia Market Size and Forecast, by Deployment
- 16.4.15.8 Indonesia Market Size and Forecast, by End User
- 16.4.15.9 Indonesia Market Size and Forecast, by Functionality
- 16.4.15.10 Local Competition Analysis
- 16.4.15.11 Local Market Analysis
- 16.4.1 Taiwan
- 16.4.16.1 Taiwan Market Size and Forecast, by Type
- 16.4.16.2 Taiwan Market Size and Forecast, by Product
- 16.4.16.3 Taiwan Market Size and Forecast, by Services
- 16.4.16.4 Taiwan Market Size and Forecast, by Technology
- 16.4.16.5 Taiwan Market Size and Forecast, by Component
- 16.4.16.6 Taiwan Market Size and Forecast, by Application
- 16.4.16.7 Taiwan Market Size and Forecast, by Deployment
- 16.4.16.8 Taiwan Market Size and Forecast, by End User
- 16.4.16.9 Taiwan Market Size and Forecast, by Functionality
- 16.4.16.10 Local Competition Analysis
- 16.4.16.11 Local Market Analysis
- 16.4.1 Malaysia
- 16.4.17.1 Malaysia Market Size and Forecast, by Type
- 16.4.17.2 Malaysia Market Size and Forecast, by Product
- 16.4.17.3 Malaysia Market Size and Forecast, by Services
- 16.4.17.4 Malaysia Market Size and Forecast, by Technology
- 16.4.17.5 Malaysia Market Size and Forecast, by Component
- 16.4.17.6 Malaysia Market Size and Forecast, by Application
- 16.4.17.7 Malaysia Market Size and Forecast, by Deployment
- 16.4.17.8 Malaysia Market Size and Forecast, by End User
- 16.4.17.9 Malaysia Market Size and Forecast, by Functionality
- 16.4.17.10 Local Competition Analysis
- 16.4.17.11 Local Market Analysis
- 16.4.1 Rest of Asia-Pacific
- 16.4.18.1 Rest of Asia-Pacific Market Size and Forecast, by Type
- 16.4.18.2 Rest of Asia-Pacific Market Size and Forecast, by Product
- 16.4.18.3 Rest of Asia-Pacific Market Size and Forecast, by Services
- 16.4.18.4 Rest of Asia-Pacific Market Size and Forecast, by Technology
- 16.4.18.5 Rest of Asia-Pacific Market Size and Forecast, by Component
- 16.4.18.6 Rest of Asia-Pacific Market Size and Forecast, by Application
- 16.4.18.7 Rest of Asia-Pacific Market Size and Forecast, by Deployment
- 16.4.18.8 Rest of Asia-Pacific Market Size and Forecast, by End User
- 16.4.18.9 Rest of Asia-Pacific Market Size and Forecast, by Functionality
- 16.4.18.10 Local Competition Analysis
- 16.4.18.11 Local Market Analysis
- 16.1 Latin America
- 16.5.1 Key Market Trends and Opportunities
- 16.5.2 Latin America Market Size and Forecast, by Type
- 16.5.3 Latin America Market Size and Forecast, by Product
- 16.5.4 Latin America Market Size and Forecast, by Services
- 16.5.5 Latin America Market Size and Forecast, by Technology
- 16.5.6 Latin America Market Size and Forecast, by Component
- 16.5.7 Latin America Market Size and Forecast, by Application
- 16.5.8 Latin America Market Size and Forecast, by Deployment
- 16.5.9 Latin America Market Size and Forecast, by End User
- 16.5.10 Latin America Market Size and Forecast, by Functionality
- 16.5.11 Latin America Market Size and Forecast, by Country
- 16.5.12 Brazil
- 16.5.9.1 Brazil Market Size and Forecast, by Type
- 16.5.9.2 Brazil Market Size and Forecast, by Product
- 16.5.9.3 Brazil Market Size and Forecast, by Services
- 16.5.9.4 Brazil Market Size and Forecast, by Technology
- 16.5.9.5 Brazil Market Size and Forecast, by Component
- 16.5.9.6 Brazil Market Size and Forecast, by Application
- 16.5.9.7 Brazil Market Size and Forecast, by Deployment
- 16.5.9.8 Brazil Market Size and Forecast, by End User
- 16.5.9.9 Brazil Market Size and Forecast, by Functionality
- 16.5.9.10 Local Competition Analysis
- 16.5.9.11 Local Market Analysis
- 16.5.1 Mexico
- 16.5.10.1 Mexico Market Size and Forecast, by Type
- 16.5.10.2 Mexico Market Size and Forecast, by Product
- 16.5.10.3 Mexico Market Size and Forecast, by Services
- 16.5.10.4 Mexico Market Size and Forecast, by Technology
- 16.5.10.5 Mexico Market Size and Forecast, by Component
- 16.5.10.6 Mexico Market Size and Forecast, by Application
- 16.5.10.7 Mexico Market Size and Forecast, by Deployment
- 16.5.10.8 Mexico Market Size and Forecast, by End User
- 16.5.10.9 Mexico Market Size and Forecast, by Functionality
- 16.5.10.10 Local Competition Analysis
- 16.5.10.11 Local Market Analysis
- 16.5.1 Argentina
- 16.5.11.1 Argentina Market Size and Forecast, by Type
- 16.5.11.2 Argentina Market Size and Forecast, by Product
- 16.5.11.3 Argentina Market Size and Forecast, by Services
- 16.5.11.4 Argentina Market Size and Forecast, by Technology
- 16.5.11.5 Argentina Market Size and Forecast, by Component
- 16.5.11.6 Argentina Market Size and Forecast, by Application
- 16.5.11.7 Argentina Market Size and Forecast, by Deployment
- 16.5.11.8 Argentina Market Size and Forecast, by End User
- 16.5.11.9 Argentina Market Size and Forecast, by Functionality
- 16.5.11.10 Local Competition Analysis
- 16.5.11.11 Local Market Analysis
- 16.5.1 Rest of Latin America
- 16.5.12.1 Rest of Latin America Market Size and Forecast, by Type
- 16.5.12.2 Rest of Latin America Market Size and Forecast, by Product
- 16.5.12.3 Rest of Latin America Market Size and Forecast, by Services
- 16.5.12.4 Rest of Latin America Market Size and Forecast, by Technology
- 16.5.12.5 Rest of Latin America Market Size and Forecast, by Component
- 16.5.12.6 Rest of Latin America Market Size and Forecast, by Application
- 16.5.12.7 Rest of Latin America Market Size and Forecast, by Deployment
- 16.5.12.8 Rest of Latin America Market Size and Forecast, by End User
- 16.5.12.9 Rest of Latin America Market Size and Forecast, by Functionality
- 16.5.12.10 Local Competition Analysis
- 16.5.12.11 Local Market Analysis
- 16.1 Middle East and Africa
- 16.6.1 Key Market Trends and Opportunities
- 16.6.2 Middle East and Africa Market Size and Forecast, by Type
- 16.6.3 Middle East and Africa Market Size and Forecast, by Product
- 16.6.4 Middle East and Africa Market Size and Forecast, by Services
- 16.6.5 Middle East and Africa Market Size and Forecast, by Technology
- 16.6.6 Middle East and Africa Market Size and Forecast, by Component
- 16.6.7 Middle East and Africa Market Size and Forecast, by Application
- 16.6.8 Middle East and Africa Market Size and Forecast, by Deployment
- 16.6.9 Middle East and Africa Market Size and Forecast, by End User
- 16.6.10 Middle East and Africa Market Size and Forecast, by Functionality
- 16.6.11 Middle East and Africa Market Size and Forecast, by Country
- 16.6.12 Saudi Arabia
- 16.6.9.1 Saudi Arabia Market Size and Forecast, by Type
- 16.6.9.2 Saudi Arabia Market Size and Forecast, by Product
- 16.6.9.3 Saudi Arabia Market Size and Forecast, by Services
- 16.6.9.4 Saudi Arabia Market Size and Forecast, by Technology
- 16.6.9.5 Saudi Arabia Market Size and Forecast, by Component
- 16.6.9.6 Saudi Arabia Market Size and Forecast, by Application
- 16.6.9.7 Saudi Arabia Market Size and Forecast, by Deployment
- 16.6.9.8 Saudi Arabia Market Size and Forecast, by End User
- 16.6.9.9 Saudi Arabia Market Size and Forecast, by Functionality
- 16.6.9.10 Local Competition Analysis
- 16.6.9.11 Local Market Analysis
- 16.6.1 UAE
- 16.6.10.1 UAE Market Size and Forecast, by Type
- 16.6.10.2 UAE Market Size and Forecast, by Product
- 16.6.10.3 UAE Market Size and Forecast, by Services
- 16.6.10.4 UAE Market Size and Forecast, by Technology
- 16.6.10.5 UAE Market Size and Forecast, by Component
- 16.6.10.6 UAE Market Size and Forecast, by Application
- 16.6.10.7 UAE Market Size and Forecast, by Deployment
- 16.6.10.8 UAE Market Size and Forecast, by End User
- 16.6.10.9 UAE Market Size and Forecast, by Functionality
- 16.6.10.10 Local Competition Analysis
- 16.6.10.11 Local Market Analysis
- 16.6.1 South Africa
- 16.6.11.1 South Africa Market Size and Forecast, by Type
- 16.6.11.2 South Africa Market Size and Forecast, by Product
- 16.6.11.3 South Africa Market Size and Forecast, by Services
- 16.6.11.4 South Africa Market Size and Forecast, by Technology
- 16.6.11.5 South Africa Market Size and Forecast, by Component
- 16.6.11.6 South Africa Market Size and Forecast, by Application
- 16.6.11.7 South Africa Market Size and Forecast, by Deployment
- 16.6.11.8 South Africa Market Size and Forecast, by End User
- 16.6.11.9 South Africa Market Size and Forecast, by Functionality
- 16.6.11.10 Local Competition Analysis
- 16.6.11.11 Local Market Analysis
- 16.6.1 Rest of MEA
- 16.6.12.1 Rest of MEA Market Size and Forecast, by Type
- 16.6.12.2 Rest of MEA Market Size and Forecast, by Product
- 16.6.12.3 Rest of MEA Market Size and Forecast, by Services
- 16.6.12.4 Rest of MEA Market Size and Forecast, by Technology
- 16.6.12.5 Rest of MEA Market Size and Forecast, by Component
- 16.6.12.6 Rest of MEA Market Size and Forecast, by Application
- 16.6.12.7 Rest of MEA Market Size and Forecast, by Deployment
- 16.6.12.8 Rest of MEA Market Size and Forecast, by End User
- 16.6.12.9 Rest of MEA Market Size and Forecast, by Functionality
- 16.6.12.10 Local Competition Analysis
- 16.6.12.11 Local Market Analysis
17: Competitive Landscape
- 17.1 Overview
- 17.2 Market Share Analysis
- 17.3 Key Player Positioning
- 17.4 Competitive Leadership Mapping
- 17.4.1 Star Players
- 17.4.2 Innovators
- 17.4.3 Emerging Players
- 17.5 Vendor Benchmarking
- 17.6 Developmental Strategy Benchmarking
- 17.6.1 New Product Developments
- 17.6.2 Product Launches
- 17.6.3 Business Expansions
- 17.6.4 Partnerships, Joint Ventures, and Collaborations
- 17.6.5 Mergers and Acquisitions
18: Company Profiles
- 18.1 Graphcore
- 18.1.1 Company Overview
- 18.1.2 Company Snapshot
- 18.1.3 Business Segments
- 18.1.4 Business Performance
- 18.1.5 Product Offerings
- 18.1.6 Key Developmental Strategies
- 18.1.7 SWOT Analysis
- 18.2 Mythic
- 18.2.1 Company Overview
- 18.2.2 Company Snapshot
- 18.2.3 Business Segments
- 18.2.4 Business Performance
- 18.2.5 Product Offerings
- 18.2.6 Key Developmental Strategies
- 18.2.7 SWOT Analysis
- 18.3 Syntiant
- 18.3.1 Company Overview
- 18.3.2 Company Snapshot
- 18.3.3 Business Segments
- 18.3.4 Business Performance
- 18.3.5 Product Offerings
- 18.3.6 Key Developmental Strategies
- 18.3.7 SWOT Analysis
- 18.4 Hailo
- 18.4.1 Company Overview
- 18.4.2 Company Snapshot
- 18.4.3 Business Segments
- 18.4.4 Business Performance
- 18.4.5 Product Offerings
- 18.4.6 Key Developmental Strategies
- 18.4.7 SWOT Analysis
- 18.5 BrainChip
- 18.5.1 Company Overview
- 18.5.2 Company Snapshot
- 18.5.3 Business Segments
- 18.5.4 Business Performance
- 18.5.5 Product Offerings
- 18.5.6 Key Developmental Strategies
- 18.5.7 SWOT Analysis
- 18.6 Perceive
- 18.6.1 Company Overview
- 18.6.2 Company Snapshot
- 18.6.3 Business Segments
- 18.6.4 Business Performance
- 18.6.5 Product Offerings
- 18.6.6 Key Developmental Strategies
- 18.6.7 SWOT Analysis
- 18.7 Eta Compute
- 18.7.1 Company Overview
- 18.7.2 Company Snapshot
- 18.7.3 Business Segments
- 18.7.4 Business Performance
- 18.7.5 Product Offerings
- 18.7.6 Key Developmental Strategies
- 18.7.7 SWOT Analysis
- 18.8 Kneron
- 18.8.1 Company Overview
- 18.8.2 Company Snapshot
- 18.8.3 Business Segments
- 18.8.4 Business Performance
- 18.8.5 Product Offerings
- 18.8.6 Key Developmental Strategies
- 18.8.7 SWOT Analysis
- 18.9 Flex Logix
- 18.9.1 Company Overview
- 18.9.2 Company Snapshot
- 18.9.3 Business Segments
- 18.9.4 Business Performance
- 18.9.5 Product Offerings
- 18.9.6 Key Developmental Strategies
- 18.9.7 SWOT Analysis
- 18.10 Deep Vision
- 18.10.1 Company Overview
- 18.10.2 Company Snapshot
- 18.10.3 Business Segments
- 18.10.4 Business Performance
- 18.10.5 Product Offerings
- 18.10.6 Key Developmental Strategies
- 18.10.7 SWOT Analysis
- 18.11 Edge Impulse
- 18.11.1 Company Overview
- 18.11.2 Company Snapshot
- 18.11.3 Business Segments
- 18.11.4 Business Performance
- 18.11.5 Product Offerings
- 18.11.6 Key Developmental Strategies
- 18.11.7 SWOT Analysis
- 18.12 GreenWaves Technologies
- 18.12.1 Company Overview
- 18.12.2 Company Snapshot
- 18.12.3 Business Segments
- 18.12.4 Business Performance
- 18.12.5 Product Offerings
- 18.12.6 Key Developmental Strategies
- 18.12.7 SWOT Analysis
- 18.13 Latent AI
- 18.13.1 Company Overview
- 18.13.2 Company Snapshot
- 18.13.3 Business Segments
- 18.13.4 Business Performance
- 18.13.5 Product Offerings
- 18.13.6 Key Developmental Strategies
- 18.13.7 SWOT Analysis
- 18.14 SambaNova Systems
- 18.14.1 Company Overview
- 18.14.2 Company Snapshot
- 18.14.3 Business Segments
- 18.14.4 Business Performance
- 18.14.5 Product Offerings
- 18.14.6 Key Developmental Strategies
- 18.14.7 SWOT Analysis
- 18.15 Blaize
- 18.15.1 Company Overview
- 18.15.2 Company Snapshot
- 18.15.3 Business Segments
- 18.15.4 Business Performance
- 18.15.5 Product Offerings
- 18.15.6 Key Developmental Strategies
- 18.15.7 SWOT Analysis
- 18.16 SiMa.ai
- 18.16.1 Company Overview
- 18.16.2 Company Snapshot
- 18.16.3 Business Segments
- 18.16.4 Business Performance
- 18.16.5 Product Offerings
- 18.16.6 Key Developmental Strategies
- 18.16.7 SWOT Analysis
- 18.17 Untether AI
- 18.17.1 Company Overview
- 18.17.2 Company Snapshot
- 18.17.3 Business Segments
- 18.17.4 Business Performance
- 18.17.5 Product Offerings
- 18.17.6 Key Developmental Strategies
- 18.17.7 SWOT Analysis
- 18.18 Xnor.ai
- 18.18.1 Company Overview
- 18.18.2 Company Snapshot
- 18.18.3 Business Segments
- 18.18.4 Business Performance
- 18.18.5 Product Offerings
- 18.18.6 Key Developmental Strategies
- 18.18.7 SWOT Analysis
- 18.19 Lynceus AI
- 18.19.1 Company Overview
- 18.19.2 Company Snapshot
- 18.19.3 Business Segments
- 18.19.4 Business Performance
- 18.19.5 Product Offerings
- 18.19.6 Key Developmental Strategies
- 18.19.7 SWOT Analysis
- 18.20 Vathys
- 18.20.1 Company Overview
- 18.20.2 Company Snapshot
- 18.20.3 Business Segments
- 18.20.4 Business Performance
- 18.20.5 Product Offerings
- 18.20.6 Key Developmental Strategies
- 18.20.7 SWOT Analysis
