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組み込みAI市場、規模、シェア、動向、産業分析レポート：提供別、データタイプ別、業界別、地域別 - 市場予測、2024年～2032年

Embedded AI Market Size, Share, Trends, Industry Analysis Report: By Offering, Data Type, Industry Verticals, and Region - Market Forecast, 2024-2032

出版日
ページ情報
英文 117 Pages
納期
即日から翌営業日
カスタマイズ可能
価格
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=146.99円
組み込みAI市場、規模、シェア、動向、産業分析レポート：提供別、データタイプ別、業界別、地域別 - 市場予測、2024年～2032年
出版日: 2024年10月01日
発行: Polaris Market Research
ページ情報: 英文 117 Pages
納期: 即日から翌営業日
GIIご利用のメリット
  • 全表示
  • 概要
  • 図表
  • 目次
概要

Polaris Market Researchの最新調査によると、世界の組み込みAI市場規模は2032年までに292億6,000万米ドルに達する見込みです。このレポートは、現在の市場力学を詳細に洞察し、将来の市場成長に関する分析を提供しています。

組み込みAIは、人工知能（AI）をデバイスやシステムに直接組み込むことで技術を変革し、外部のコンピューティングリソースに依存せずにインテリジェントなタスクを実行できるようにします。この技術革新により、スマートデバイスやIoデバイスがローカルでデータを処理できるようになり、スピード、効率、プライバシーが向上します。

企業や消費者がより効率的で直感的な技術を求める中、インテリジェント・システムに対する需要の高まりが組み込みAI市場の拡大を後押ししています。企業はAIをデバイスに直接組み込み、ローカルでデータを処理し、ユーザーのニーズにリアルタイムで対応できるようにしています。この動向は機能性を高め、クラウドコンピューティングへの依存を減らし、遅延、帯域幅、データプライバシーに関する懸念に対処します。

エッジコンピューティングなどの新たな動向は、今後数年間の組み込みAI市場の成長を後押しすると思われます。エッジコンピューティングは、組み込みAIを統合することで、待ち時間を短縮し、デバイスの応答性を高める。このシフトは、製造、物流、小売などの分野におけるリアルタイム分析のニーズと一致しています。企業がこうした進歩を取り入れることで、イノベーションと効率化の新たな機会が開かれ、急速に進化する技術環境での事業展開が可能になります。

世界の組み込みAI市場は、接続されたIoTデバイスの使用の増加により、予測期間中に成長すると予想されます。スマートホームシステムや産業用センサーを含む数多くのIoTアプリケーションでは、デバイスが独立して機能する必要があります。組み込みAIは、これらのデバイスが周囲の環境から知識を得て自律的な意思決定を行うことを可能にするため、需要を押し上げます。

組み込みAI市場レポートハイライト

ソフトウェア分野は、高度なアルゴリズムと機械学習機能に対する需要の増加とともに、データプライバシーとセキュリティが重視されるようになっているため、予測期間中に大幅な成長率が見込まれます。

業界別では、自律走行車への推進と、コンプライアンスを満たすために高度な技術を必要とする厳格な安全規制の実施により、自動車分野が2023年の組み込みAI市場を独占しました。

世界の組み込みAI市場では、北米が2023年に最大の収益シェアを占めたが、これはAIアルゴリズムとハードウェアの急速な進歩と、AIの研究開発を促進する有利な規制や政府の取り組みが相まっているためです。

世界の主な市場参入企業は、Microsoft; Amazon Web Services, Inc.; NVIDIA Corporation; Intel Corporation; IBM; Qualcomm Technologies, Inc.; Hewlett Packard Enterprise Development LP; Siemens; Oracle; MediaTek Inc.; STMicroelectronics; Edge Impulse Inc.; LUIS Technology GmbH; Huawei Technologies Co., Ltd.; Eta Compute; SensiML Corporation; SiMa Technologies, Inc.; Salesforce; Safran Electronics & Defense; MIPS; Cognex Corporation; and Graphcore.などです。

目次

第1章 イントロダクション

第2章 エグゼクティブサマリー

第3章 調査手法

第4章 世界組み込みAI市場の洞察

  • 市場スナップショット
  • 組み込みAI市場力学
    • 促進要因と機会
      • 世界中でデータセンターの数が増加し、市場を牽引しています。
      • 自動運転車の人気の高まりが市場の成長を促進します。
    • 抑制要因と課題
      • データのプライバシーとセキュリティに関する懸念が、組み込みAI市場の妨げとなっています。
  • PESTEL分析
  • 組み込みAI市場の動向
  • バリューチェーン分析
  • COVID-19の影響分析

第5章 世界の組み込みAI市場：提供別

  • 主な調査結果
  • イントロダクション
  • ハードウェア
  • ソフトウェア
  • サービス

第6章 世界の組み込みAI市場：データタイプ別

  • 主な調査結果
  • イントロダクション
  • センサーデータ
  • 画像とビデオデータ
  • 数値データ
  • カテゴリデータ
  • その他

第7章 世界の組み込みAI市場：業界別

  • 主な調査結果
  • イントロダクション
  • BFSI
  • エネルギー・公益事業
  • 政府と防衛
  • ヘルスケアとライフサイエンス
  • IT/ITeS
  • 自動車
  • 小売業と電子商取引
  • 通信
  • その他

第8章 世界の組み込みAI市場：地域別

  • 主な調査結果
  • イントロダクション
    • 組み込みAI市場評価：地域、2019年～2032年
  • 北米
    • 北米：提供別、2019年～2032年
    • 北米：データタイプ別、2019年～2032年
    • 北米：業界別、2019年～2032年
    • 米国
    • カナダ
  • 欧州
    • 欧州：提供別、2019年～2032年
    • 欧州：データタイプ別、2019年～2032年
    • 欧州：業種別、2019年～2032年
    • 英国
    • フランス
    • ドイツ
    • イタリア
    • スペイン
    • オランダ
    • ロシア
    • その他欧州
  • アジア太平洋
    • アジア太平洋地域：提供内容別、2019年～2032年
    • アジア太平洋：データタイプ別、2019年～2032年
    • アジア太平洋地域：業種別、2019年～2032年
    • 中国
    • インド
    • マレーシア
    • 日本
    • インドネシア
    • 韓国
    • オーストラリア
    • その他アジア太平洋地域
  • 中東・アフリカ
    • 中東・アフリカ：提供内容別、2019年～2032年
    • 中東・アフリカ：データタイプ別、2019年～2032年
    • 中東およびアフリカ：業界別、2019年～2032年
    • サウジアラビア
    • アラブ首長国連邦
    • イスラエル
    • 南アフリカ
    • その他中東とアフリカ
  • ラテンアメリカ
    • ラテンアメリカ：提供別、2019年～2032年
    • ラテンアメリカ：データタイプ別、2019年～2032年
    • ラテンアメリカ：業界別、2019年～2032年
    • メキシコ
    • ブラジル
    • アルゼンチン
    • その他ラテンアメリカ

第9章 競合情勢

  • 拡大と買収の分析
    • 拡大
    • 買収
  • 提携/協業/合意/公開

第10章 企業プロファイル

  • Microsoft
  • Amazon Web Services, Inc.
  • NVIDIA Corporation
  • Intel Corporation
  • IBM
  • Qualcomm Technologies, Inc.
  • Hewlett Packard Enterprise Development LP
  • Siemens
  • Oracle
  • MediaTek Inc.
  • STMicroelectronics
  • Edge Impulse Inc.
  • LUIS Technology GmbH
  • Huawei Technologies Co., Ltd.
  • Eta Compute
  • SensiML Corporation
  • SiMa Technologies, Inc.
  • Salesforce
  • Safran Electronics & Defense
  • MIPS
  • Cognex Corporation
  • Graphcore
図表

List of Tables:

  • Table 1 Global Embedded AI Market, by Offering, 2019-2032 (USD billion)
  • Table 2 Global Embedded AI Market, by Data Type, 2019-2032 (USD billion)
  • Table 3 Global Embedded AI Market, by Industry Vertical, 2019-2032 (USD billion)
  • Table 4 North America: Embedded AI Market, by Offering, 2019-2032 (USD billion)
  • Table 5 North America: Embedded AI Market, by Data Type, 2019-2032 (USD billion)
  • Table 6 North America: Embedded AI Market, by Industry Vertical, 2019-2032 (USD billion)
  • Table 7 U.S.: Embedded AI Market, by Offering, 2019-2032 (USD billion)
  • Table 8 U.S.: Embedded AI Market, by Data Type, 2019-2032 (USD billion)
  • Table 9 U.S.: Embedded AI Market, by Industry Vertical, 2019-2032 (USD billion)
  • Table 10 Canada: Embedded AI Market, by Offering, 2019-2032 (USD billion)
  • Table 11 Canada: Embedded AI Market, by Data Type, 2019-2032 (USD billion)
  • Table 12 Canada: Embedded AI Market, by Industry Vertical, 2019-2032 (USD billion)
  • Table 13 Europe: Embedded AI Market, by Offering, 2019-2032 (USD billion)
  • Table 14 Europe: Embedded AI Market, by Data Type, 2019-2032 (USD billion)
  • Table 15 Europe: Embedded AI Market, by Industry Vertical, 2019-2032 (USD billion)
  • Table 16 UK: Embedded AI Market, by Offering, 2019-2032 (USD billion)
  • Table 17 UK: Embedded AI Market, by Data Type, 2019-2032 (USD billion)
  • Table 18 UK: Embedded AI Market, by Industry Vertical, 2019-2032 (USD billion)
  • Table 19 France: Embedded AI Market, by Offering, 2019-2032 (USD billion)
  • Table 20 France: Embedded AI Market, by Data Type, 2019-2032 (USD billion)
  • Table 21 France: Embedded AI Market, by Industry Vertical, 2019-2032 (USD billion)
  • Table 22 Germany: Embedded AI Market, by Offering, 2019-2032 (USD billion)
  • Table 23 Germany: Embedded AI Market, by Data Type, 2019-2032 (USD billion)
  • Table 24 Germany: Embedded AI Market, by Industry Vertical, 2019-2032 (USD billion)
  • Table 25 Italy: Embedded AI Market, by Offering, 2019-2032 (USD billion)
  • Table 26 Italy: Embedded AI Market, by Data Type, 2019-2032 (USD billion)
  • Table 27 Italy: Embedded AI Market, by Industry Vertical, 2019-2032 (USD billion)
  • Table 28 Spain: Embedded AI Market, by Offering, 2019-2032 (USD billion)
  • Table 29 Spain: Embedded AI Market, by Data Type, 2019-2032 (USD billion)
  • Table 30 Spain: Embedded AI Market, by Industry Vertical, 2019-2032 (USD billion)
  • Table 31 Netherlands: Embedded AI Market, by Offering, 2019-2032 (USD billion)
  • Table 32 Netherlands: Embedded AI Market, by Data Type, 2019-2032 (USD billion)
  • Table 33 Netherlands: Embedded AI Market, by Industry Vertical, 2019-2032 (USD billion)
  • Table 34 Russia: Embedded AI Market, by Offering, 2019-2032 (USD billion)
  • Table 35 Russia: Embedded AI Market, by Data Type, 2019-2032 (USD billion)
  • Table 36 Russia: Embedded AI Market, by Industry Vertical, 2019-2032 (USD billion)
  • Table 37 Rest of Europe: Embedded AI Market, by Offering, 2019-2032 (USD billion)
  • Table 38 Rest of Europe: Embedded AI Market, by Data Type, 2019-2032 (USD billion)
  • Table 39 Rest of Europe: Embedded AI Market, by Industry Vertical, 2019-2032 (USD billion)
  • Table 40 Asia Pacific: Embedded AI Market, by Offering, 2019-2032 (USD billion)
  • Table 41 Asia Pacific: Embedded AI Market, by Data Type, 2019-2032 (USD billion)
  • Table 42 Asia Pacific: Embedded AI Market, by Industry Vertical, 2019-2032 (USD billion)
  • Table 43 China: Embedded AI Market, by Offering, 2019-2032 (USD billion)
  • Table 44 China: Embedded AI Market, by Data Type, 2019-2032 (USD billion)
  • Table 45 China: Embedded AI Market, by Industry Vertical, 2019-2032 (USD billion)
  • Table 46 India: Embedded AI Market, by Offering, 2019-2032 (USD billion)
  • Table 47 India: Embedded AI Market, by Data Type, 2019-2032 (USD billion)
  • Table 48 India: Embedded AI Market, by Industry Vertical, 2019-2032 (USD billion)
  • Table 49 Malaysia: Embedded AI Market, by Offering, 2019-2032 (USD billion)
  • Table 50 Malaysia: Embedded AI Market, by Data Type, 2019-2032 (USD billion)
  • Table 51 Malaysia: Embedded AI Market, by Industry Vertical, 2019-2032 (USD billion)
  • Table 52 Japan: Embedded AI Market, by Offering, 2019-2032 (USD billion)
  • Table 53 Japan: Embedded AI Market, by Data Type, 2019-2032 (USD billion)
  • Table 54 Japan: Embedded AI Market, by Industry Vertical, 2019-2032 (USD billion)
  • Table 55 Indonesia: Embedded AI Market, by Offering, 2019-2032 (USD billion)
  • Table 56 Indonesia: Embedded AI Market, by Data Type, 2019-2032 (USD billion)
  • Table 57 Indonesia: Embedded AI Market, by Industry Vertical, 2019-2032 (USD billion)
  • Table 58 South Korea: Embedded AI Market, by Offering, 2019-2032 (USD billion)
  • Table 59 South Korea: Embedded AI Market, by Data Type, 2019-2032 (USD billion)
  • Table 60 South Korea: Embedded AI Market, by Industry Vertical, 2019-2032 (USD billion)
  • Table 61 Australia: Embedded AI Market, by Offering, 2019-2032 (USD billion)
  • Table 62 Australia: Embedded AI Market, by Data Type, 2019-2032 (USD billion)
  • Table 63 Australia: Embedded AI Market, by Industry Vertical, 2019-2032 (USD billion)
  • Table 64 Rest of Asia Pacific: Embedded AI Market, by Offering, 2019-2032 (USD billion)
  • Table 65 Rest of Asia Pacific: Embedded AI Market, by Data Type, 2019-2032 (USD billion)
  • Table 66 Rest of Asia Pacific: Embedded AI Market, by Industry Vertical, 2019-2032 (USD billion)
  • Table 67 Middle East & Africa: Embedded AI Market, by Offering, 2019-2032 (USD billion)
  • Table 68 Middle East & Africa: Embedded AI Market, by Data Type, 2019-2032 (USD billion)
  • Table 69 Middle East & Africa: Embedded AI Market, by Industry Vertical, 2019-2032 (USD billion)
  • Table 70 Saudi Arabia: Embedded AI Market, by Offering, 2019-2032 (USD billion)
  • Table 71 Saudi Arabia: Embedded AI Market, by Data Type, 2019-2032 (USD billion)
  • Table 72 Saudi Arabia: Embedded AI Market, by Industry Vertical, 2019-2032 (USD billion)
  • Table 73 UAE: Embedded AI Market, by Offering, 2019-2032 (USD billion)
  • Table 74 UAE: Embedded AI Market, by Data Type, 2019-2032 (USD billion)
  • Table 75 UAE: Embedded AI Market, by Industry Vertical, 2019-2032 (USD billion)
  • Table 76 Israel: Embedded AI Market, by Offering, 2019-2032 (USD billion)
  • Table 77 Israel: Embedded AI Market, by Data Type, 2019-2032 (USD billion)
  • Table 78 Israel: Embedded AI Market, by Industry Vertical, 2019-2032 (USD billion)
  • Table 79 South Africa: Embedded AI Market, by Offering, 2019-2032 (USD billion)
  • Table 80 South Africa: Embedded AI Market, by Data Type, 2019-2032 (USD billion)
  • Table 81 South Africa: Embedded AI Market, by Industry Vertical, 2019-2032 (USD billion)
  • Table 82 Rest of Middle East & Africa: Embedded AI Market, by Offering, 2019-2032 (USD billion)
  • Table 83 Rest of Middle East & Africa: Embedded AI Market, by Data Type, 2019-2032 (USD billion)
  • Table 84 Rest of Middle East & Africa: Embedded AI Market, by Industry Vertical, 2019-2032 (USD billion)
  • Table 85 Latin America: Embedded AI Market, by Offering, 2019-2032 (USD billion)
  • Table 86 Latin America: Embedded AI Market, by Data Type, 2019-2032 (USD billion)
  • Table 87 Latin America: Embedded AI Market, by Industry Vertical, 2019-2032 (USD billion)
  • Table 88 Mexico: Embedded AI Market, by Offering, 2019-2032 (USD billion)
  • Table 89 Mexico: Embedded AI Market, by Data Type, 2019-2032 (USD billion)
  • Table 90 Mexico: Embedded AI Market, by Industry Vertical, 2019-2032 (USD billion)
  • Table 91 Brazil: Embedded AI Market, by Offering, 2019-2032 (USD billion)
  • Table 92 Brazil: Embedded AI Market, by Data Type, 2019-2032 (USD billion)
  • Table 93 Brazil: Embedded AI Market, by Industry Vertical, 2019-2032 (USD billion)
  • Table 94 Argentina: Embedded AI Market, by Offering, 2019-2032 (USD billion)
  • Table 95 Argentina: Embedded AI Market, by Data Type, 2019-2032 (USD billion)
  • Table 96 Argentina: Embedded AI Market, by Industry Vertical, 2019-2032 (USD billion)
  • Table 97 Rest of Latin America: Embedded AI Market, by Offering, 2019-2032 (USD billion)
  • Table 98 Rest of Latin America: Embedded AI Market, by Data Type, 2019-2032 (USD billion)
  • Table 99 Rest of Latin America: Embedded AI Market, by Industry Vertical, 2019-2032 (USD billion)
  • List of Figures:
  • Figure 1. Global Embedded AI Market, 2019-2032 (USD billion)
  • Figure 2. Integrated Ecosystem
  • Figure 3. Research Methodology: Top-Down & Bottom-Up Price
  • Figure 4. Market by Geography
  • Figure 5. Porter's Five Forces
  • Figure 6. Market by Offering
  • Figure 7. Global Embedded AI Market, by Offering, 2023 & 2032 (USD billion)
  • Figure 8. Market by Data Type
  • Figure 9. Global Embedded AI Market, by Data Type, 2023 & 2032 (USD billion)
  • Figure 10. Market by Industry Vertical
  • Figure 11.Global Embedded AI Market, by Industry Vertical, 2023 & 2032 (USD billion)
目次
Product Code: PM5110

The global embedded AI market size is expected to reach USD 29.26 billion by 2032, according to a new study by Polaris Market Research. The report "Embedded AI Market Size, Share, Trends, Industry Analysis Report: By Offering (Hardware, Software, and Services), Data Type, Industry Verticals, and Region (North America, Europe, Asia Pacific, Latin America, and Middle East & Africa) - Market Forecast, 2024-2032" gives a detailed insight into current market dynamics and provides analysis on future market growth.

Embedded AI is transforming technology by integrating artificial intelligence (AI) directly into devices and systems, allowing them to perform intelligent tasks without relying on external computing resources. This innovation enables smart and Io devices to process data locally, enhancing speed, efficiency, and privacy.

Increasing demand for intelligent systems drives the expansion of the embedded AI market as businesses and consumers seek more efficient and intuitive technologies. Companies are incorporating AI directly into devices, enabling them to process data locally and respond to user needs in real time. This trend enhances functionality and reduces reliance on cloud computing, addressing concerns related to latency, bandwidth, and data privacy.

Emerging trends such as edge computing would boost the growth of the embedded AI market in the coming years. Edge computing reduces latency and enhances the responsiveness of devices by integrating embedded AI. This shift aligns with the need for real-time analytics in sectors such as manufacturing, logistics, and retail. As businesses embrace these advancements, they unlock new opportunities for innovation and efficiency, positioning themselves to operate in a rapidly evolving technological environment.

The global embedded AI market is expected to grow during the forecast period due to the increasing use of connected IoT devices. Numerous IoT applications, including smart home systems and industrial sensors, need devices to function independently. Embedded AI enables these devices to gain knowledge from their surroundings and make autonomous decisions, thus driving up demand.

Embedded AI Market Report Highlights

By offering, the software segment is expected to experience a substantial growth rate during the forecast period due to the growing emphasis on data privacy and security along with increasing demand for advanced algorithms and machine learning capabilities.

The automotive segment, based on industry verticals, dominated the embedded AI market in 2023 owing to the push toward autonomous vehicles and the implementation of strict safety regulations that require advanced technologies to meet compliance.

In the global embedded AI market, North America held the largest revenue share in 2023 due to the rapid advancements in AI algorithms and hardware coupled with favorable regulations and government initiatives promoting AI research and development.

A few global key market players are Microsoft; Amazon Web Services, Inc.; NVIDIA Corporation; Intel Corporation; IBM; Qualcomm Technologies, Inc.; Hewlett Packard Enterprise Development LP; Siemens; Oracle; MediaTek Inc.; STMicroelectronics; Edge Impulse Inc.; LUIS Technology GmbH; Huawei Technologies Co., Ltd.; Eta Compute; SensiML Corporation; SiMa Technologies, Inc.; Salesforce; Safran Electronics & Defense; MIPS; Cognex Corporation; and Graphcore.

Polaris Market Research has segmented the embedded AI market report on the basis of offering, data type, industry verticals, and region:

By Offering Outlook (Revenue - USD Billion, 2019-2032)

  • Hardware
  • Software
  • Services

By Data Type Outlook (Revenue - USD Billion, 2019-2032)

  • Sensor Data
  • Image and Video Data
  • Numeric Data
  • Categorial Data
  • Other

By Industry Verticals Outlook (Revenue - USD Billion, 2019-2032)

  • BFSI
  • Energy & Utilities
  • Government & Defense
  • Healthcare & Life Sciences
  • IT/ITeS
  • Automotive
  • Retail & eCommerce
  • Telecommunications
  • Others

By Regional Outlook (Revenue - USD Billion, 2019-2032)

  • North America
  • US
  • Canada
  • Europe
  • Germany
  • France
  • UK
  • Italy
  • Spain
  • Netherlands
  • Russia
  • Rest of Europe
  • Asia Pacific
  • China
  • Japan
  • India
  • Malaysia
  • South Korea
  • Indonesia
  • Australia
  • Rest of Asia Pacific
  • Middle East & Africa
  • Saudi Arabia
  • UAE
  • Israel
  • South Africa
  • Rest of Middle East & Africa
  • Latin America
  • Mexico
  • Brazil
  • Argentina
  • Rest of Latin America

Table of Contents

1. Introduction

  • 1.1. Report Description
    • 1.1.1. Objectives of the Study
    • 1.1.2. Market Scope
    • 1.1.3. Assumptions
  • 1.2. Stakeholders

2. Executive Summary

  • 2.1. Market Highlights

3. Research Methodology

  • 3.1. Overview
    • 3.1.1. Data Mining
  • 3.2. Data Sources
    • 3.2.1. Primary Sources
    • 3.2.2. Secondary Sources

4. Global Embedded AI Market Insights

  • 4.1. Embedded AI Market - Market Snapshot
  • 4.2. Embedded AI Market Dynamics
    • 4.2.1. Drivers and Opportunities
      • 4.2.1.1. Increasing number of data centers worldwide is driving the market.
      • 4.2.1.2. Growing popularity of autonomous vehicles propels the market growth.
    • 4.2.2. Restraints and Challenges
      • 4.2.2.1. Concern related to data privacy and security is hindering the embedded AI market.
  • 4.3. Porter's Five Forces Analysis
    • 4.3.1. Bargaining Power of Suppliers (Moderate)
    • 4.3.2. Threats of New Entrants: (Low)
    • 4.3.3. Bargaining Power of Buyers (Moderate)
    • 4.3.4. Threat of Substitute (Moderate)
    • 4.3.5. Rivalry among existing firms (High)
  • 4.4. PESTEL Analysis
  • 4.5. Embedded AI Market Trends
  • 4.6. Value Chain Analysis
  • 4.7. COVID-19 Impact Analysis

5. Global Embedded AI Market, by Offering

  • 5.1. Key Findings
  • 5.2. Introduction
    • 5.2.1. Global Embedded AI Market, by Offering, 2019-2032 (USD billion)
  • 5.3. Hardware
    • 5.3.1. Global Embedded AI Market, by Hardware, by Region, 2019-2032 (USD billion)
  • 5.4. Software
    • 5.4.1. Global Embedded AI Market, by Software, by Region, 2019-2032 (USD billion)
  • 5.5. Services
    • 5.5.1. Global Embedded AI Market, by Services, by Region, 2019-2032 (USD billion)

6. Global Embedded AI Market, by Data Type

  • 6.1. Key Findings
  • 6.2. Introduction
    • 6.2.1. Global Embedded AI Market, by Data Type, 2019-2032 (USD billion)
  • 6.3. Sensor Data
    • 6.3.1. Global Embedded AI Market, by Sensor Data, by Region, 2019-2032 (USD billion)
  • 6.4. Image and Video Data
    • 6.4.1. Global Embedded AI Market, by Image and Video Data, by Region, 2019-2032 (USD billion)
  • 6.5. Numeric Data
    • 6.5.1. Global Embedded AI Market, by Numeric Data, by Region, 2019-2032 (USD billion)
  • 6.6. Categorial Data
    • 6.6.1. Global Embedded AI Market, by Categorial Data, by Region, 2019-2032 (USD billion)
  • 6.7. Other
    • 6.7.1. Global Embedded AI Market, by Other, by Region, 2019-2032 (USD billion)

7. Global Embedded AI Market, by Industry Vertical

  • 7.1. Key Findings
  • 7.2. Introduction
    • 7.2.1. Global Embedded AI Market, by Industry Vertical, 2019-2032 (USD billion)
  • 7.3. BFSI
    • 7.3.1. Global Embedded AI Market, by BFSI, by Region, 2019-2032 (USD billion)
  • 7.4. Energy & Utilities
    • 7.4.1. Global Embedded AI Market, by Energy & Utilities, by Region, 2019-2032 (USD billion)
  • 7.5. Government & Defence
    • 7.5.1. Global Embedded AI Market, by Government & Defence, by Region, 2019-2032 (USD billion)
  • 7.6. Healthcare & Life Sciences
    • 7.6.1. Global Embedded AI Market, by Healthcare & Life Sciences, by Region, 2019-2032 (USD billion)
  • 7.7. IT/ITeS
    • 7.7.1. Global Embedded AI Market, by IT/ITeS, by Region, 2019-2032 (USD billion)
  • 7.8. Automotive
    • 7.8.1. Global Embedded AI Market, by Automotive, by Region, 2019-2032 (USD billion)
  • 7.9. Retail & ecommerce
    • 7.9.1. Global Embedded AI Market, by Retail & ecommerce, by Region, 2019-2032 (USD billion)
  • 7.10. Telecommunication
    • 7.10.1. Global Embedded AI Market, by Telecommunication, by Region, 2019-2032 (USD billion)
  • 7.11. Other
    • 7.11.1. Global Embedded AI Market, by Other, by Region, 2019-2032 (USD billion)

8. Global Embedded AI Market, by Geography

  • 8.1. Key Findings
  • 8.2. Introduction
    • 8.2.1. Embedded AI Market Assessment, By Geography, 2019-2032 (USD billion)
  • 8.3. Embedded AI Market - North America
    • 8.3.1. North America: Embedded AI Market, by Offering, 2019-2032 (USD billion)
    • 8.3.2. North America: Embedded AI Market, by Data Type, 2019-2032 (USD billion)
    • 8.3.3. North America: Embedded AI Market, by Industry Vertical, 2019-2032 (USD billion)
    • 8.3.4. Embedded AI Market - U.S.
      • 8.3.4.1. US.: Embedded AI Market, by Offering, 2019-2032 (USD billion)
      • 8.3.4.2. US.: Embedded AI Market, by Data Type, 2019-2032 (USD billion)
      • 8.3.4.3. US.: Embedded AI Market, by Industry Vertical, 2019-2032 (USD billion)
    • 8.3.5. Embedded AI Market - Canada
      • 8.3.5.1. Canada: Embedded AI Market, by Offering, 2019-2032 (USD billion)
      • 8.3.5.2. Canada: Embedded AI Market, by Data Type, 2019-2032 (USD billion)
      • 8.3.5.3. Canada: Embedded AI Market, by Industry Vertical, 2019-2032 (USD billion)
  • 8.4. Embedded AI Market - Europe
    • 8.4.1. Europe: Embedded AI Market, by Offering, 2019-2032 (USD billion)
    • 8.4.2. Europe: Embedded AI Market, by Data Type, 2019-2032 (USD billion)
    • 8.4.3. Europe: Embedded AI Market, by Industry Vertical, 2019-2032 (USD billion)
    • 8.4.4. Embedded AI Market - UK
      • 8.4.4.1. UK: Embedded AI Market, by Offering, 2019-2032 (USD billion)
      • 8.4.4.2. UK: Embedded AI Market, by Data Type, 2019-2032 (USD billion)
      • 8.4.4.3. UK: Embedded AI Market, by Industry Vertical, 2019-2032 (USD billion)
    • 8.4.5. Embedded AI Market - France
      • 8.4.5.1. France: Embedded AI Market, by Offering, 2019-2032 (USD billion)
      • 8.4.5.2. France: Embedded AI Market, by Data Type, 2019-2032 (USD billion)
      • 8.4.5.3. France: Embedded AI Market, by Industry Vertical, 2019-2032 (USD billion)
    • 8.4.6. Embedded AI Market - Germany
      • 8.4.6.1. Germany: Embedded AI Market, by Offering, 2019-2032 (USD billion)
      • 8.4.6.2. Germany: Embedded AI Market, by Data Type, 2019-2032 (USD billion)
      • 8.4.6.3. Germany: Embedded AI Market, by Industry Vertical, 2019-2032 (USD billion)
    • 8.4.7. Embedded AI Market - Italy
      • 8.4.7.1. Italy: Embedded AI Market, by Offering, 2019-2032 (USD billion)
      • 8.4.7.2. Italy: Embedded AI Market, by Data Type, 2019-2032 (USD billion)
      • 8.4.7.3. Italy: Embedded AI Market, by Industry Vertical, 2019-2032 (USD billion)
    • 8.4.8. Embedded AI Market - Spain
      • 8.4.8.1. Spain: Embedded AI Market, by Offering, 2019-2032 (USD billion)
      • 8.4.8.2. Spain: Embedded AI Market, by Data Type, 2019-2032 (USD billion)
      • 8.4.8.3. Spain: Embedded AI Market, by Industry Vertical, 2019-2032 (USD billion)
    • 8.4.9. Embedded AI Market - Netherlands
      • 8.4.9.1. Netherlands: Embedded AI Market, by Offering, 2019-2032 (USD billion)
      • 8.4.9.2. Netherlands: Embedded AI Market, by Data Type, 2019-2032 (USD billion)
      • 8.4.9.3. Netherlands: Embedded AI Market, by Industry Vertical, 2019-2032 (USD billion)
    • 8.4.10. Embedded AI Market - Russia
      • 8.4.10.1. Russia: Embedded AI Market, by Offering, 2019-2032 (USD billion)
      • 8.4.10.2. Russia: Embedded AI Market, by Data Type, 2019-2032 (USD billion)
      • 8.4.10.3. Russia: Embedded AI Market, by Industry Vertical, 2019-2032 (USD billion)
    • 8.4.11. Embedded AI Market - Rest of Europe
      • 8.4.11.1. Rest of Europe: Embedded AI Market, by Offering, 2019-2032 (USD billion)
      • 8.4.11.2. Rest of Europe: Embedded AI Market, by Data Type, 2019-2032 (USD billion)
      • 8.4.11.3. Rest of Europe: Embedded AI Market, by Industry Vertical, 2019-2032 (USD billion)
  • 8.5. Embedded AI Market - Asia Pacific
    • 8.5.1. Asia Pacific: Embedded AI Market, by Offering, 2019-2032 (USD billion)
    • 8.5.2. Asia Pacific: Embedded AI Market, by Data Type, 2019-2032 (USD billion)
    • 8.5.3. Asia Pacific: Embedded AI Market, by Industry Vertical, 2019-2032 (USD billion)
    • 8.5.4. Embedded AI Market - China
      • 8.5.4.1. China: Embedded AI Market, by Offering, 2019-2032 (USD billion)
      • 8.5.4.2. China: Embedded AI Market, by Data Type, 2019-2032 (USD billion)
      • 8.5.4.3. China: Embedded AI Market, by Industry Vertical, 2019-2032 (USD billion)
    • 8.5.5. Embedded AI Market - India
      • 8.5.5.1. India: Embedded AI Market, by Offering, 2019-2032 (USD billion)
      • 8.5.5.2. India: Embedded AI Market, by Data Type, 2019-2032 (USD billion)
      • 8.5.5.3. India: Embedded AI Market, by Industry Vertical, 2019-2032 (USD billion)
    • 8.5.6. Embedded AI Market - Malaysia
      • 8.5.6.1. Malaysia: Embedded AI Market, by Offering, 2019-2032 (USD billion)
      • 8.5.6.2. Malaysia: Embedded AI Market, by Data Type, 2019-2032 (USD billion)
      • 8.5.6.3. Malaysia: Embedded AI Market, by Industry Vertical, 2019-2032 (USD billion)
    • 8.5.7. Embedded AI Market - Japan
      • 8.5.7.1. Japan: Embedded AI Market, by Offering, 2019-2032 (USD billion)
      • 8.5.7.2. Japan: Embedded AI Market, by Data Type, 2019-2032 (USD billion)
      • 8.5.7.3. Japan: Embedded AI Market, by Industry Vertical, 2019-2032 (USD billion)
    • 8.5.8. Embedded AI Market - Indonesia
      • 8.5.8.1. Indonesia: Embedded AI Market, by Offering, 2019-2032 (USD billion)
      • 8.5.8.2. Indonesia: Embedded AI Market, by Data Type, 2019-2032 (USD billion)
      • 8.5.8.3. Indonesia: Embedded AI Market, by Industry Vertical, 2019-2032 (USD billion)
    • 8.5.9. Embedded AI Market - South Korea
      • 8.5.9.1. South Korea: Embedded AI Market, by Offering, 2019-2032 (USD billion)
      • 8.5.9.2. South Korea: Embedded AI Market, by Data Type, 2019-2032 (USD billion)
      • 8.5.9.3. South Korea: Embedded AI Market, by Industry Vertical, 2019-2032 (USD billion)
    • 8.5.10. Embedded AI Market - Australia
      • 8.5.10.1. Australia: Embedded AI Market, by Offering, 2019-2032 (USD billion)
      • 8.5.10.2. Australia: Embedded AI Market, by Data Type, 2019-2032 (USD billion)
      • 8.5.10.3. Australia: Embedded AI Market, by Industry Vertical, 2019-2032 (USD billion)
    • 8.5.11. Embedded AI Market - Rest of Asia Pacific
      • 8.5.11.1. Rest of Asia Pacific: Embedded AI Market, by Offering, 2019-2032 (USD billion)
      • 8.5.11.2. Rest of Asia Pacific: Embedded AI Market, by Data Type, 2019-2032 (USD billion)
      • 8.5.11.3. Rest of Asia Pacific: Embedded AI Market, by Industry Vertical, 2019-2032 (USD billion)
  • 8.6. Embedded AI Market - Middle East & Africa
    • 8.6.1. Middle East & Africa: Embedded AI Market, by Offering, 2019-2032 (USD billion)
    • 8.6.2. Middle East & Africa: Embedded AI Market, by Data Type, 2019-2032 (USD billion)
    • 8.6.3. Middle East & Africa: Embedded AI Market, by Industry Vertical, 2019-2032 (USD billion)
    • 8.6.4. Embedded AI Market - Saudi Arabia
      • 8.6.4.1. Saudi Arabia: Embedded AI Market, by Offering, 2019-2032 (USD billion)
      • 8.6.4.2. Saudi Arabia: Embedded AI Market, by Data Type, 2019-2032 (USD billion)
      • 8.6.4.3. Saudi Arabia: Embedded AI Market, by Industry Vertical, 2019-2032 (USD billion)
    • 8.6.5. Embedded AI Market - UAE
      • 8.6.5.1. UAE: Embedded AI Market, by Offering, 2019-2032 (USD billion)
      • 8.6.5.2. UAE: Embedded AI Market, by Data Type, 2019-2032 (USD billion)
      • 8.6.5.3. UAE: Embedded AI Market, by Industry Vertical, 2019-2032 (USD billion)
    • 8.6.6. Embedded AI Market - Israel
      • 8.6.6.1. Israel: Embedded AI Market, by Offering, 2019-2032 (USD billion)
      • 8.6.6.2. Israel: Embedded AI Market, by Data Type, 2019-2032 (USD billion)
      • 8.6.6.3. Israel: Embedded AI Market, by Industry Vertical, 2019-2032 (USD billion)
    • 8.6.7. Embedded AI Market - South Africa
      • 8.6.7.1. South Africa: Embedded AI Market, by Offering, 2019-2032 (USD billion)
      • 8.6.7.2. South Africa: Embedded AI Market, by Data Type, 2019-2032 (USD billion)
      • 8.6.7.3. South Africa: Embedded AI Market, by Industry Vertical, 2019-2032 (USD billion)
    • 8.6.8. Embedded AI Market - Rest of Middle East & Africa
      • 8.6.8.1. Rest of Middle East & Africa: Embedded AI Market, by Offering, 2019-2032 (USD billion)
      • 8.6.8.2. Rest of Middle East & Africa: Embedded AI Market, by Data Type, 2019-2032 (USD billion)
      • 8.6.8.3. Rest of Middle East & Africa: Embedded AI Market, by Industry Vertical, 2019-2032 (USD billion)
  • 8.7. Embedded AI Market - Latin America
    • 8.7.1. Latin America: Embedded AI Market, by Offering, 2019-2032 (USD billion)
    • 8.7.2. Latin America: Embedded AI Market, by Data Type, 2019-2032 (USD billion)
    • 8.7.3. Latin America: Embedded AI Market, by Industry Vertical, 2019-2032 (USD billion)
    • 8.7.4. Embedded AI Market - Mexico
      • 8.7.4.1. Mexico: Embedded AI Market, by Offering, 2019-2032 (USD billion)
      • 8.7.4.2. Mexico: Embedded AI Market, by Data Type, 2019-2032 (USD billion)
      • 8.7.4.3. Mexico: Embedded AI Market, by Industry Vertical, 2019-2032 (USD billion)
    • 8.7.5. Embedded AI Market - Brazil
      • 8.7.5.1. Brazil: Embedded AI Market, by Offering, 2019-2032 (USD billion)
      • 8.7.5.2. Brazil: Embedded AI Market, by Data Type, 2019-2032 (USD billion)
      • 8.7.5.3. Brazil: Embedded AI Market, by Industry Vertical, 2019-2032 (USD billion)
    • 8.7.6. Embedded AI Market - Argentina
      • 8.7.6.1. Argentina: Embedded AI Market, by Offering, 2019-2032 (USD billion)
      • 8.7.6.2. Argentina: Embedded AI Market, by Data Type, 2019-2032 (USD billion)
      • 8.7.6.3. Argentina: Embedded AI Market, by Industry Vertical, 2019-2032 (USD billion)
    • 8.7.7. Embedded AI Market - Rest of Latin America
      • 8.7.7.1. Rest of Latin America: Embedded AI Market, by Offering, 2019-2032 (USD billion)
      • 8.7.7.2. Rest of Latin America: Embedded AI Market, by Data Type, 2019-2032 (USD billion)
      • 8.7.7.3. Rest of Latin America: Embedded AI Market, by Industry Vertical, 2019-2032 (USD billion)

9. Competitive Landscape

  • 9.1. Expansion and Acquisition Analysis
    • 9.1.1. Expansion
    • 9.1.2. Acquisitions
  • 9.2. Partnerships/Collaborations/Agreements/Exhibitions

10. Company Profiles

  • 10.1. Microsoft
    • 10.1.1. Company Overview
    • 10.1.2. Financial Performance
    • 10.1.3. Product Benchmarking
    • 10.1.4. Recent Development
  • 10.2. Amazon Web Services, Inc.
    • 10.2.1. Company Overview
    • 10.2.2. Financial Performance
    • 10.2.3. Product Benchmarking
    • 10.2.4. Recent Development
  • 10.3. NVIDIA Corporation
    • 10.3.1. Company Overview
    • 10.3.2. Financial Performance
    • 10.3.3. Product Benchmarking
    • 10.3.4. Recent Development
  • 10.4. Intel Corporation
    • 10.4.1. Company Overview
    • 10.4.2. Financial Performance
    • 10.4.3. Product Benchmarking
    • 10.4.4. Recent Development
  • 10.5. IBM
    • 10.5.1. Company Overview
    • 10.5.2. Financial Performance
    • 10.5.3. Product Benchmarking
    • 10.5.4. Recent Development
  • 10.6. Qualcomm Technologies, Inc.
    • 10.6.1. Company Overview
    • 10.6.2. Financial Performance
    • 10.6.3. Product Benchmarking
    • 10.6.4. Recent Development
  • 10.7. Hewlett Packard Enterprise Development LP
    • 10.7.1. Company Overview
    • 10.7.2. Financial Performance
    • 10.7.3. Product Benchmarking
    • 10.7.4. Recent Development
  • 10.8. Siemens
    • 10.8.1. Company Overview
    • 10.8.2. Financial Performance
    • 10.8.3. Product Benchmarking
    • 10.8.4. Recent Development
  • 10.9. Oracle
    • 10.9.1. Company Overview
    • 10.9.2. Financial Performance
    • 10.9.3. Product Benchmarking
    • 10.9.4. Recent Development
  • 10.10. MediaTek Inc.
    • 10.10.1. Company Overview
    • 10.10.2. Financial Performance
    • 10.10.3. Product Benchmarking
    • 10.10.4. Recent Development
  • 10.11. STMicroelectronics
    • 10.11.1. Company Overview
    • 10.11.2. Financial Performance
    • 10.11.3. Product Benchmarking
    • 10.11.4. Recent Development
  • 10.12. Edge Impulse Inc.
    • 10.12.1. Company Overview
    • 10.12.2. Financial Performance
    • 10.12.3. Product Benchmarking
    • 10.12.4. Recent Development
  • 10.13. LUIS Technology GmbH
    • 10.13.1. Company Overview
    • 10.13.2. Financial Performance
    • 10.13.3. Product Benchmarking
    • 10.13.4. Recent Development
  • 10.14. Huawei Technologies Co., Ltd.
    • 10.14.1. Company Overview
    • 10.14.2. Financial Performance
    • 10.14.3. Product Benchmarking
    • 10.14.4. Recent Development
  • 10.15. Eta Compute
    • 10.15.1. Company Overview
    • 10.15.2. Financial Performance
    • 10.15.3. Product Benchmarking
    • 10.15.4. Recent Development
  • 10.16. SensiML Corporation
    • 10.16.1. Company Overview
    • 10.16.2. Financial Performance
    • 10.16.3. Product Benchmarking
    • 10.16.4. Recent Development
  • 10.17. SiMa Technologies, Inc.
    • 10.17.1. Company Overview
    • 10.17.2. Financial Performance
    • 10.17.3. Product Benchmarking
    • 10.17.4. Recent Development
  • 10.18. Salesforce
    • 10.18.1. Company Overview
    • 10.18.2. Financial Performance
    • 10.18.3. Product Benchmarking
    • 10.18.4. Recent Development
  • 10.19. Safran Electronics & Defense
    • 10.19.1. Company Overview
    • 10.19.2. Financial Performance
    • 10.19.3. Product Benchmarking
    • 10.19.4. Recent Development
  • 10.20. MIPS
    • 10.20.1. Company Overview
    • 10.20.2. Financial Performance
    • 10.20.3. Product Benchmarking
    • 10.20.4. Recent Development
  • 10.21. Cognex Corporation
    • 10.21.1. Company Overview
    • 10.21.2. Financial Performance
    • 10.21.3. Product Benchmarking
    • 10.21.4. Recent Development
  • 10.22. Graphcore
    • 10.22.1. Company Overview
    • 10.22.2. Financial Performance
    • 10.22.3. Product Benchmarking
    • 10.22.4. Recent Development