市場調査レポート

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組み込みAIの世界市場規模、シェア、産業動向分析レポート：業種別、データタイプ別（数値データ、センサーデータ、画像・映像データ、カテゴリーデータ、その他）、オファリング別、地域別展望・予測：2023年～2030年

Global Embedded AI Market Size, Share & Industry Trends Analysis Report By Vertical, By Data Type (Numeric Data, Sensor Data, Image & Video Data, Categorical Data, and Others), By Offering, By Regional Outlook and Forecast, 2023 - 2030

出版日: 2023年07月31日
発行: KBV Research
ページ情報: 英文 402 Pages
納期: 即納可能

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全表示
概要
図表
目次

概要

サンプル依頼リストに入れる

組み込みAI市場規模は2030年までに224億米ドルに達すると予測され、予測期間中のCAGRは13.8%の市場成長率で上昇する見込みです。

KBV Cardinalのマトリックスに掲載された分析によると、Microsoft CorporationとGoogle LLCが同市場におけるトップランナーです。2023年6月、グーグル・クラウドはHCLTechとの提携を拡大し、クライアントがデータの価値を引き出し、ジェネレーティブAIの可能性を最大限に実現できるような統合ソリューションを開発しました。Qualcomm, Inc.、Oracle Corporation、Siemens AGなどの企業は、この市場における主要なイノベーターです。

市場成長要因

エネルギー効率に優れた強力なプロセッサに対する需要の増加

複雑なAIアルゴリズムを処理できる、より強力でエネルギー効率の高いプロセッサへの需要が高まることで、より大きなビジネスの可能性が生まれます。AIアルゴリズムはより複雑化し、リソースを大量に消費するようになっています。そのため、これらの要求を効果的に管理できるプロセッサへの要求が高まっています。組み込みAIソリューション・プロバイダーにとって、高性能CPU、GPU、特殊なAIアクセラレータなど、より強力なプロセッサの必要性は、最先端のハードウェアを提供するチャンスを生み出します。サプライヤーは、拡大する市場ニーズを活用し、変化する顧客の期待を満たす高性能な組み込みAIソリューションを供給するために、洗練されたプロセッサー、エッジコンピューティング機能、エネルギー効率の高いソリューション、コラボレーションの創出に集中すべきです。

個別化された体験を提供する自律型インテリジェントシステムへのニーズの高まり

このようなソリューションの市場導入は、消費者に合わせた適応可能な体験を提供できる改良技術への要求の高まりによって後押しされます。さまざまな組み込みシステムにAI機能が組み込まれるようになったのは、オーダーメイドの体験が必要とされるようになった結果です。これらのソリューションを使用することで、デバイスやアプリはユーザーの情報、好み、行動を評価し、パーソナライズされた推奨、提案、反応を提供することができます。これにより、ユーザーのエンゲージメントと幸福度が向上します。デバイスやシステムがユーザーの好みを理解し、移り変わる状況に適応し、賢明な選択を行い、カスタマイズされた体験を提供できるようにすることで、これらのソリューションは最終的にユーザーの喜びを高め、市場の拡大を刺激します。

市場抑制要因

不十分な計算能力とモデルの最適化

組込みAIシステムでは、処理速度、メモリ、エネルギーが制限されたリソース制約のあるデバイスが使用されることが多いです。AIアルゴリズムの性能は、不十分な処理リソースによって制約を受ける可能性があり、その結果、推論時間が長くなり、精度が低下し、満足のいくユーザー体験が得られなくなります。計算上の制約によってAIモデルが組込み機器上で正常に動作しない場合、意図された用途の性能基準を満たさない可能性があるため、これらのソリューションの採用が妨げられます。これらの障害を開拓することで、リソースに制約のあるデバイス上で、より強力で効果的なAI用途の展開が可能になり、新興国市場がこれらの分野で発展し続けるにつれて、多くの分野で組込みAIソリューションの受容が加速します。

業種別展望

業種別では、BFSI、IT＆eコマース、小売＆eコマース、製造、エネルギー＆公益事業、ヘルスケア＆ライフサイエンス、運輸＆物流、メディア＆エンターテインメント、通信、自動車、その他に市場は二分されます。コネクテッド・デバイスの普及、モノのインターネット（IoT）、高速データ・サービスへの需要の高まりはすべて、通信セクターにおけるデータ・トラフィックの大幅な増加に寄与しています。ネットワーク・リソースをインテリジェントに分析・選択し、混雑を緩和し、全体的なネットワーク・パフォーマンスを向上させることで、組み込みAIはこのデータ・フローの管理と最適化を支援することができます。

データタイプの展望

データタイプによって、市場はセンサーデータ、画像・動画データ、数値データ、カテゴリーデータに区分されます。センサーデータセグメントは、2022年の市場でかなりの収益シェアを獲得しました。組み込みAIは、センサーデータを利用してカスタマイズされた体験を提供することができます。例えば、フィットネストラッカーは、心拍数、睡眠習慣、活動レベルの情報を収集し、個別の健康とウェルネスの提案を提供します。センサーデータを組み込みAIと統合することで、業務効率の向上やコスト削減から、安全性の向上やカスタマイズされた体験まで、さまざまな分野でさまざまな利点が得られ、これらすべてがこのニッチ分野の市場発展の重要な促進要因となっています。

オファリングの展望

オファリングに基づき、市場はハードウェア、ソフトウェア、サービスに区分されます。ハードウェアセグメントは、2022年の市場で最も高い収益シェアを記録しました。組み込みシステムにAIアプリケーションを実装するためには、必要な処理能力と特殊能力を提供するハードウェアが重要です。これにより、クラウドベースのAIサービスに常時接続したり依存したりすることなく、デバイスがローカルで処理、分析、意思決定できるようになります。

地域別展望

地域別に見ると、市場は北米、欧州、アジア太平洋、ラテンアメリカ・中東・アフリカで分析されます。北米地域は、2022年に最大の収益シェアを生み出し、市場をリードしました。組み込みAI技術の実装と拡大という点では、北米は先駆的な場所です。最先端のAI技術ビジネスの存在、強力なR&Dスキル、確立された市場エコシステムはすべて、この地域の組み込みAIソリューションの急速な拡大に一役買っています。全体として、北米では、技術の飛躍的進歩、IoTの成長、それを支えるエコシステム、組み込みAIの優位性に対する社会的認知の高まりにより、組み込みAIの利用が各分野で加速しています。

KBVカーディナルマトリックス
最近の業界全体の戦略的展開
- パートナーシップ、コラボレーション、および契約
- 製品の発売と製品の拡大
- 買収と合併
市場シェア分析（2021年）
主要成功戦略
- 主な戦略
- 主要な戦略的動き
ポーターのファイブフォース分析

第5章世界の組み込みAI市場：業種別

世界のBFSI市場：地域別
世界のヘルスケアおよびライフサイエンス市場：地域別
世界のITおよびテレコム市場：地域別
世界の自動車市場：地域別
世界のメディア＆エンターテインメント市場：地域別
世界のエネルギーおよび電力市場：地域別
世界の輸送および物流市場：地域別
世界の政府および防衛市場：地域別
世界の製造業市場：地域別
世界のその他の市場：地域別

第6章世界の組み込みAI市場：データタイプ別

世界の数値データ市場：地域別
世界のセンサーデータ市場：地域別
世界の画像およびビデオデータ市場：地域別
世界のカテゴリデータ市場：地域別
世界のその他の市場：地域別

第7章世界の組み込みAI市場：オファリング別

世界のハードウェア市場：地域別
世界の組み込みAI市場：ハードウェアタイプ別
- 世界のプロセッサ市場：地域別
- 世界のメモリユニット市場：地域別
- 世界のAIアクセラレータ市場：地域別
- 世界のその他の市場：地域別
世界のソフトウェア市場：地域別
世界の組み込みAI市場：ソフトウェアタイプ別
- 世界のエッジコンピューティングプラットフォーム市場：地域別
- 世界のAIおよびMLフレームワーク市場：地域別
- 世界のAIミドルウェア等市場：地域別
世界サービス市場：地域別

第8章世界の組み込みAI市場：地域別

北米
- 北米の市場：国別
  - 米国
  - カナダ
  - メキシコ
  - その他北米地域
欧州
- 欧州の市場：国別
  - ドイツ
  - 英国
  - フランス
  - ロシア
  - スペイン
  - イタリア
  - その他欧州地域
アジア太平洋
- アジア太平洋の市場：国別
  - 中国
  - 日本
  - インド
  - 韓国
  - シンガポール
  - マレーシア
  - その他アジア太平洋地域
ラテンアメリカ・中東・アフリカ
- ラテンアメリカ・中東・アフリカの市場：国別
  - ブラジル
  - アルゼンチン
  - アラブ首長国連邦
  - サウジアラビア
  - 南アフリカ
  - ナイジェリア
  - その他ラテンアメリカ・中東・アフリカ地域

第9章企業プロファイル

Google LLC（Alphabet Inc）
IBM Corporation
Microsoft Corporation
Amazon Web Services, Inc（Amazon.com, Inc.）
NVIDIA Corporation
Intel Corporation
Qualcomm, Inc
Siemens AG
Oracle Corporation

第10章組み込みAI市場の獲得必須事項

図表

LIST OF TABLES

TABLE 1 Global Embedded AI Market, 2019 - 2022, USD Million
TABLE 2 Global Embedded AI Market, 2023 - 2030, USD Million
TABLE 3 Partnerships, Collaborations and Agreements- Embedded AI Market
TABLE 4 Product Launches And Product Expansions- Embedded AI Market
TABLE 5 Acquisition and Mergers- Embedded AI Market
TABLE 6 Global Embedded AI Market by Vertical, 2019 - 2022, USD Million
TABLE 7 Global Embedded AI Market by Vertical, 2023 - 2030, USD Million
TABLE 8 Global BFSI Market by Region, 2019 - 2022, USD Million
TABLE 9 Global BFSI Market by Region, 2023 - 2030, USD Million
TABLE 10 Global Healthcare & Lifesciences Market by Region, 2019 - 2022, USD Million
TABLE 11 Global Healthcare & Lifesciences Market by Region, 2023 - 2030, USD Million
TABLE 12 Global IT & Telecom Market by Region, 2019 - 2022, USD Million
TABLE 13 Global IT & Telecom Market by Region, 2023 - 2030, USD Million
TABLE 14 Global Automotive Market by Region, 2019 - 2022, USD Million
TABLE 15 Global Automotive Market by Region, 2023 - 2030, USD Million
TABLE 16 Global Media & Entertainment Market by Region, 2019 - 2022, USD Million
TABLE 17 Global Media & Entertainment Market by Region, 2023 - 2030, USD Million
TABLE 18 Global Energy & Power Market by Region, 2019 - 2022, USD Million
TABLE 19 Global Energy & Power Market by Region, 2023 - 2030, USD Million
TABLE 20 Global Transportation & Logistics Market by Region, 2019 - 2022, USD Million
TABLE 21 Global Transportation & Logistics Market by Region, 2023 - 2030, USD Million
TABLE 22 Global Government & Defense Market by Region, 2019 - 2022, USD Million
TABLE 23 Global Government & Defense Market by Region, 2023 - 2030, USD Million
TABLE 24 Global Manufacturing Market by Region, 2019 - 2022, USD Million
TABLE 25 Global Manufacturing Market by Region, 2023 - 2030, USD Million
TABLE 26 Global Others Market by Region, 2019 - 2022, USD Million
TABLE 27 Global Others Market by Region, 2023 - 2030, USD Million
TABLE 28 Global Embedded AI Market by Data Type, 2019 - 2022, USD Million
TABLE 29 Global Embedded AI Market by Data Type, 2023 - 2030, USD Million
TABLE 30 Global Numeric Data Market by Region, 2019 - 2022, USD Million
TABLE 31 Global Numeric Data Market by Region, 2023 - 2030, USD Million
TABLE 32 Global Sensor Data Market by Region, 2019 - 2022, USD Million
TABLE 33 Global Sensor Data Market by Region, 2023 - 2030, USD Million
TABLE 34 Global Image & Video Data Market by Region, 2019 - 2022, USD Million
TABLE 35 Global Image & Video Data Market by Region, 2023 - 2030, USD Million
TABLE 36 Global Categorical Data Market by Region, 2019 - 2022, USD Million
TABLE 37 Global Categorical Data Market by Region, 2023 - 2030, USD Million
TABLE 38 Global Others Market by Region, 2019 - 2022, USD Million
TABLE 39 Global Others Market by Region, 2023 - 2030, USD Million
TABLE 40 Global Embedded AI Market by Offering, 2019 - 2022, USD Million
TABLE 41 Global Embedded AI Market by Offering, 2023 - 2030, USD Million
TABLE 42 Global Hardware Market by Region, 2019 - 2022, USD Million
TABLE 43 Global Hardware Market by Region, 2023 - 2030, USD Million
TABLE 44 Global Embedded AI Market by Hardware Type, 2019 - 2022, USD Million
TABLE 45 Global Embedded AI Market by Hardware Type, 2023 - 2030, USD Million
TABLE 46 Global Processors Market by Region, 2019 - 2022, USD Million
TABLE 47 Global Processors Market by Region, 2023 - 2030, USD Million
TABLE 48 Global Memory Units Market by Region, 2019 - 2022, USD Million
TABLE 49 Global Memory Units Market by Region, 2023 - 2030, USD Million
TABLE 50 Global AI Accelerators Market by Region, 2019 - 2022, USD Million
TABLE 51 Global AI Accelerators Market by Region, 2023 - 2030, USD Million
TABLE 52 Global Others Market by Region, 2019 - 2022, USD Million
TABLE 53 Global Others Market by Region, 2023 - 2030, USD Million
TABLE 54 Global Software Market by Region, 2019 - 2022, USD Million
TABLE 55 Global Software Market by Region, 2023 - 2030, USD Million
TABLE 56 Global Embedded AI Market by Software Type, 2019 - 2022, USD Million
TABLE 57 Global Embedded AI Market by Software Type, 2023 - 2030, USD Million
TABLE 58 Global Edge Computing Platforms Market by Region, 2019 - 2022, USD Million
TABLE 59 Global Edge Computing Platforms Market by Region, 2023 - 2030, USD Million
TABLE 60 Global AI & ML Framework Market by Region, 2019 - 2022, USD Million
TABLE 61 Global AI & ML Framework Market by Region, 2023 - 2030, USD Million
TABLE 62 Global AI Middleware & Others Market by Region, 2019 - 2022, USD Million
TABLE 63 Global AI Middleware & Others Market by Region, 2023 - 2030, USD Million
TABLE 64 Global Services Market by Region, 2019 - 2022, USD Million
TABLE 65 Global Services Market by Region, 2023 - 2030, USD Million
TABLE 66 Global Embedded AI Market by Region, 2019 - 2022, USD Million
TABLE 67 Global Embedded AI Market by Region, 2023 - 2030, USD Million
TABLE 68 North America Embedded AI Market, 2019 - 2022, USD Million
TABLE 69 North America Embedded AI Market, 2023 - 2030, USD Million
TABLE 70 North America Embedded AI Market by Vertical, 2019 - 2022, USD Million
TABLE 71 North America Embedded AI Market by Vertical, 2023 - 2030, USD Million
TABLE 72 North America BFSI Market by Country, 2019 - 2022, USD Million
TABLE 73 North America BFSI Market by Country, 2023 - 2030, USD Million
TABLE 74 North America Healthcare & Lifesciences Market by Country, 2019 - 2022, USD Million
TABLE 75 North America Healthcare & Lifesciences Market by Country, 2023 - 2030, USD Million
TABLE 76 North America IT & Telecom Market by Country, 2019 - 2022, USD Million
TABLE 77 North America IT & Telecom Market by Country, 2023 - 2030, USD Million
TABLE 78 North America Automotive Market by Country, 2019 - 2022, USD Million
TABLE 79 North America Automotive Market by Country, 2023 - 2030, USD Million
TABLE 80 North America Media & Entertainment Market by Country, 2019 - 2022, USD Million
TABLE 81 North America Media & Entertainment Market by Country, 2023 - 2030, USD Million
TABLE 82 North America Energy & Power Market by Country, 2019 - 2022, USD Million
TABLE 83 North America Energy & Power Market by Country, 2023 - 2030, USD Million
TABLE 84 North America Transportation & Logistics Market by Country, 2019 - 2022, USD Million
TABLE 85 North America Transportation & Logistics Market by Country, 2023 - 2030, USD Million
TABLE 86 North America Government & Defense Market by Country, 2019 - 2022, USD Million
TABLE 87 North America Government & Defense Market by Country, 2023 - 2030, USD Million
TABLE 88 North America Manufacturing Market by Country, 2019 - 2022, USD Million
TABLE 89 North America Manufacturing Market by Country, 2023 - 2030, USD Million
TABLE 90 North America Others Market by Country, 2019 - 2022, USD Million
TABLE 91 North America Others Market by Country, 2023 - 2030, USD Million
TABLE 92 North America Embedded AI Market by Data Type, 2019 - 2022, USD Million
TABLE 93 North America Embedded AI Market by Data Type, 2023 - 2030, USD Million
TABLE 94 North America Numeric Data Market by Country, 2019 - 2022, USD Million
TABLE 95 North America Numeric Data Market by Country, 2023 - 2030, USD Million
TABLE 96 North America Sensor Data Market by Country, 2019 - 2022, USD Million
TABLE 97 North America Sensor Data Market by Country, 2023 - 2030, USD Million
TABLE 98 North America Image & Video Data Market by Country, 2019 - 2022, USD Million
TABLE 99 North America Image & Video Data Market by Country, 2023 - 2030, USD Million
TABLE 100 North America Categorical Data Market by Country, 2019 - 2022, USD Million
TABLE 101 North America Categorical Data Market by Country, 2023 - 2030, USD Million
TABLE 102 North America Others Market by Country, 2019 - 2022, USD Million
TABLE 103 North America Others Market by Country, 2023 - 2030, USD Million
TABLE 104 North America Embedded AI Market by Offering, 2019 - 2022, USD Million
TABLE 105 North America Embedded AI Market by Offering, 2023 - 2030, USD Million
TABLE 106 North America Hardware Market by Country, 2019 - 2022, USD Million
TABLE 107 North America Hardware Market by Country, 2023 - 2030, USD Million
TABLE 108 North America Embedded AI Market by Hardware Type, 2019 - 2022, USD Million
TABLE 109 North America Embedded AI Market by Hardware Type, 2023 - 2030, USD Million
TABLE 110 North America Processors Market by Country, 2019 - 2022, USD Million
TABLE 111 North America Processors Market by Country, 2023 - 2030, USD Million
TABLE 112 North America Memory Units Market by Country, 2019 - 2022, USD Million
TABLE 113 North America Memory Units Market by Country, 2023 - 2030, USD Million
TABLE 114 North America AI Accelerators Market by Country, 2019 - 2022, USD Million
TABLE 115 North America AI Accelerators Market by Country, 2023 - 2030, USD Million
TABLE 116 North America Others Market by Country, 2019 - 2022, USD Million
TABLE 117 North America Others Market by Country, 2023 - 2030, USD Million
TABLE 118 North America Software Market by Country, 2019 - 2022, USD Million
TABLE 119 North America Software Market by Country, 2023 - 2030, USD Million
TABLE 120 North America Embedded AI Market by Software Type, 2019 - 2022, USD Million
TABLE 121 North America Embedded AI Market by Software Type, 2023 - 2030, USD Million
TABLE 122 North America Edge Computing Platforms Market by Country, 2019 - 2022, USD Million
TABLE 123 North America Edge Computing Platforms Market by Country, 2023 - 2030, USD Million
TABLE 124 North America AI & ML Framework Market by Country, 2019 - 2022, USD Million
TABLE 125 North America AI & ML Framework Market by Country, 2023 - 2030, USD Million
TABLE 126 North America AI Middleware & Others Market by Country, 2019 - 2022, USD Million
TABLE 127 North America AI Middleware & Others Market by Country, 2023 - 2030, USD Million
TABLE 128 North America Services Market by Country, 2019 - 2022, USD Million
TABLE 129 North America Services Market by Country, 2023 - 2030, USD Million
TABLE 130 North America Embedded AI Market by Country, 2019 - 2022, USD Million
TABLE 131 North America Embedded AI Market by Country, 2023 - 2030, USD Million
TABLE 132 US Embedded AI Market, 2019 - 2022, USD Million
TABLE 133 US Embedded AI Market, 2023 - 2030, USD Million
TABLE 134 US Embedded AI Market by Vertical, 2019 - 2022, USD Million
TABLE 135 US Embedded AI Market by Vertical, 2023 - 2030, USD Million
TABLE 136 US Embedded AI Market by Data Type, 2019 - 2022, USD Million
TABLE 137 US Embedded AI Market by Data Type, 2023 - 2030, USD Million
TABLE 138 US Embedded AI Market by Offering, 2019 - 2022, USD Million
TABLE 139 US Embedded AI Market by Offering, 2023 - 2030, USD Million
TABLE 140 US Embedded AI Market by Hardware Type, 2019 - 2022, USD Million
TABLE 141 US Embedded AI Market by Hardware Type, 2023 - 2030, USD Million
TABLE 142 US Embedded AI Market by Software Type, 2019 - 2022, USD Million
TABLE 143 US Embedded AI Market by Software Type, 2023 - 2030, USD Million
TABLE 144 Canada Embedded AI Market, 2019 - 2022, USD Million
TABLE 145 Canada Embedded AI Market, 2023 - 2030, USD Million
TABLE 146 Canada Embedded AI Market by Vertical, 2019 - 2022, USD Million
TABLE 147 Canada Embedded AI Market by Vertical, 2023 - 2030, USD Million
TABLE 148 Canada Embedded AI Market by Data Type, 2019 - 2022, USD Million
TABLE 149 Canada Embedded AI Market by Data Type, 2023 - 2030, USD Million
TABLE 150 Canada Embedded AI Market by Offering, 2019 - 2022, USD Million
TABLE 151 Canada Embedded AI Market by Offering, 2023 - 2030, USD Million
TABLE 152 Canada Embedded AI Market by Hardware Type, 2019 - 2022, USD Million
TABLE 153 Canada Embedded AI Market by Hardware Type, 2023 - 2030, USD Million
TABLE 154 Canada Embedded AI Market by Software Type, 2019 - 2022, USD Million
TABLE 155 Canada Embedded AI Market by Software Type, 2023 - 2030, USD Million
TABLE 156 Mexico Embedded AI Market, 2019 - 2022, USD Million
TABLE 157 Mexico Embedded AI Market, 2023 - 2030, USD Million
TABLE 158 Mexico Embedded AI Market by Vertical, 2019 - 2022, USD Million
TABLE 159 Mexico Embedded AI Market by Vertical, 2023 - 2030, USD Million
TABLE 160 Mexico Embedded AI Market by Data Type, 2019 - 2022, USD Million
TABLE 161 Mexico Embedded AI Market by Data Type, 2023 - 2030, USD Million
TABLE 162 Mexico Embedded AI Market by Offering, 2019 - 2022, USD Million
TABLE 163 Mexico Embedded AI Market by Offering, 2023 - 2030, USD Million
TABLE 164 Mexico Embedded AI Market by Hardware Type, 2019 - 2022, USD Million
TABLE 165 Mexico Embedded AI Market by Hardware Type, 2023 - 2030, USD Million
TABLE 166 Mexico Embedded AI Market by Software Type, 2019 - 2022, USD Million
TABLE 167 Mexico Embedded AI Market by Software Type, 2023 - 2030, USD Million
TABLE 168 Rest of North America Embedded AI Market, 2019 - 2022, USD Million
TABLE 169 Rest of North America Embedded AI Market, 2023 - 2030, USD Million
TABLE 170 Rest of North America Embedded AI Market by Vertical, 2019 - 2022, USD Million
TABLE 171 Rest of North America Embedded AI Market by Vertical, 2023 - 2030, USD Million
TABLE 172 Rest of North America Embedded AI Market by Data Type, 2019 - 2022, USD Million
TABLE 173 Rest of North America Embedded AI Market by Data Type, 2023 - 2030, USD Million
TABLE 174 Rest of North America Embedded AI Market by Offering, 2019 - 2022, USD Million
TABLE 175 Rest of North America Embedded AI Market by Offering, 2023 - 2030, USD Million
TABLE 176 Rest of North America Embedded AI Market by Hardware Type, 2019 - 2022, USD Million
TABLE 177 Rest of North America Embedded AI Market by Hardware Type, 2023 - 2030, USD Million
TABLE 178 Rest of North America Embedded AI Market by Software Type, 2019 - 2022, USD Million
TABLE 179 Rest of North America Embedded AI Market by Software Type, 2023 - 2030, USD Million
TABLE 180 Europe Embedded AI Market, 2019 - 2022, USD Million
TABLE 181 Europe Embedded AI Market, 2023 - 2030, USD Million
TABLE 182 Europe Embedded AI Market by Vertical, 2019 - 2022, USD Million
TABLE 183 Europe Embedded AI Market by Vertical, 2023 - 2030, USD Million
TABLE 184 Europe BFSI Market by Country, 2019 - 2022, USD Million
TABLE 185 Europe BFSI Market by Country, 2023 - 2030, USD Million
TABLE 186 Europe Healthcare & Lifesciences Market by Country, 2019 - 2022, USD Million
TABLE 187 Europe Healthcare & Lifesciences Market by Country, 2023 - 2030, USD Million
TABLE 188 Europe IT & Telecom Market by Country, 2019 - 2022, USD Million
TABLE 189 Europe IT & Telecom Market by Country, 2023 - 2030, USD Million
TABLE 190 Europe Automotive Market by Country, 2019 - 2022, USD Million
TABLE 191 Europe Automotive Market by Country, 2023 - 2030, USD Million
TABLE 192 Europe Media & Entertainment Market by Country, 2019 - 2022, USD Million
TABLE 193 Europe Media & Entertainment Market by Country, 2023 - 2030, USD Million
TABLE 194 Europe Energy & Power Market by Country, 2019 - 2022, USD Million
TABLE 195 Europe Energy & Power Market by Country, 2023 - 2030, USD Million
TABLE 196 Europe Transportation & Logistics Market by Country, 2019 - 2022, USD Million
TABLE 197 Europe Transportation & Logistics Market by Country, 2023 - 2030, USD Million
TABLE 198 Europe Government & Defense Market by Country, 2019 - 2022, USD Million
TABLE 199 Europe Government & Defense Market by Country, 2023 - 2030, USD Million
TABLE 200 Europe Manufacturing Market by Country, 2019 - 2022, USD Million
TABLE 201 Europe Manufacturing Market by Country, 2023 - 2030, USD Million
TABLE 202 Europe Others Market by Country, 2019 - 2022, USD Million
TABLE 203 Europe Others Market by Country, 2023 - 2030, USD Million
TABLE 204 Europe Embedded AI Market by Data Type, 2019 - 2022, USD Million
TABLE 205 Europe Embedded AI Market by Data Type, 2023 - 2030, USD Million
TABLE 206 Europe Numeric Data Market by Country, 2019 - 2022, USD Million
TABLE 207 Europe Numeric Data Market by Country, 2023 - 2030, USD Million
TABLE 208 Europe Sensor Data Market by Country, 2019 - 2022, USD Million
TABLE 209 Europe Sensor Data Market by Country, 2023 - 2030, USD Million
TABLE 210 Europe Image & Video Data Market by Country, 2019 - 2022, USD Million
TABLE 211 Europe Image & Video Data Market by Country, 2023 - 2030, USD Million
TABLE 212 Europe Categorical Data Market by Country, 2019 - 2022, USD Million
TABLE 213 Europe Categorical Data Market by Country, 2023 - 2030, USD Million
TABLE 214 Europe Others Market by Country, 2019 - 2022, USD Million
TABLE 215 Europe Others Market by Country, 2023 - 2030, USD Million
TABLE 216 Europe Embedded AI Market by Offering, 2019 - 2022, USD Million
TABLE 217 Europe Embedded AI Market by Offering, 2023 - 2030, USD Million
TABLE 218 Europe Hardware Market by Country, 2019 - 2022, USD Million
TABLE 219 Europe Hardware Market by Country, 2023 - 2030, USD Million
TABLE 220 Europe Embedded AI Market by Hardware Type, 2019 - 2022, USD Million
TABLE 221 Europe Embedded AI Market by Hardware Type, 2023 - 2030, USD Million
TABLE 222 Europe Processors Market by Country, 2019 - 2022, USD Million
TABLE 223 Europe Processors Market by Country, 2023 - 2030, USD Million
TABLE 224 Europe Memory Units Market by Country, 2019 - 2022, USD Million
TABLE 225 Europe Memory Units Market by Country, 2023 - 2030, USD Million
TABLE 226 Europe AI Accelerators Market by Country, 2019 - 2022, USD Million
TABLE 227 Europe AI Accelerators Market by Country, 2023 - 2030, USD Million
TABLE 228 Europe Others Market by Country, 2019 - 2022, USD Million
TABLE 229 Europe Others Market by Country, 2023 - 2030, USD Million
TABLE 230 Europe Software Market by Country, 2019 - 2022, USD Million
TABLE 231 Europe Software Market by Country, 2023 - 2030, USD Million
TABLE 232 Europe Embedded AI Market by Software Type, 2019 - 2022, USD Million
TABLE 233 Europe Embedded AI Market by Software Type, 2023 - 2030, USD Million
TABLE 234 Europe Edge Computing Platforms Market by Country, 2019 - 2022, USD Million
TABLE 235 Europe Edge Computing Platforms Market by Country, 2023 - 2030, USD Million
TABLE 236 Europe AI & ML Framework Market by Country, 2019 - 2022, USD Million
TABLE 237 Europe AI & ML Framework Market by Country, 2023 - 2030, USD Million
TABLE 238 Europe AI Middleware & Others Market by Country, 2019 - 2022, USD Million
TABLE 239 Europe AI Middleware & Others Market by Country, 2023 - 2030, USD Million
TABLE 240 Europe Services Market by Country, 2019 - 2022, USD Million
TABLE 241 Europe Services Market by Country, 2023 - 2030, USD Million
TABLE 242 Europe Embedded AI Market by Country, 2019 - 2022, USD Million
TABLE 243 Europe Embedded AI Market by Country, 2023 - 2030, USD Million
TABLE 244 Germany Embedded AI Market, 2019 - 2022, USD Million
TABLE 245 Germany Embedded AI Market, 2023 - 2030, USD Million
TABLE 246 Germany Embedded AI Market by Vertical, 2019 - 2022, USD Million
TABLE 247 Germany Embedded AI Market by Vertical, 2023 - 2030, USD Million
TABLE 248 Germany Embedded AI Market by Data Type, 2019 - 2022, USD Million
TABLE 249 Germany Embedded AI Market by Data Type, 2023 - 2030, USD Million
TABLE 250 Germany Embedded AI Market by Offering, 2019 - 2022, USD Million
TABLE 251 Germany Embedded AI Market by Offering, 2023 - 2030, USD Million
TABLE 252 Germany Embedded AI Market by Hardware Type, 2019 - 2022, USD Million
TABLE 253 Germany Embedded AI Market by Hardware Type, 2023 - 2030, USD Million
TABLE 254 Germany Embedded AI Market by Software Type, 2019 - 2022, USD Million
TABLE 255 Germany Embedded AI Market by Software Type, 2023 - 2030, USD Million
TABLE 256 UK Embedded AI Market, 2019 - 2022, USD Million
TABLE 257 UK Embedded AI Market, 2023 - 2030, USD Million
TABLE 258 UK Embedded AI Market by Vertical, 2019 - 2022, USD Million
TABLE 259 UK Embedded AI Market by Vertical, 2023 - 2030, USD Million
TABLE 260 UK Embedded AI Market by Data Type, 2019 - 2022, USD Million
TABLE 261 UK Embedded AI Market by Data Type, 2023 - 2030, USD Million
TABLE 262 UK Embedded AI Market by Offering, 2019 - 2022, USD Million
TABLE 263 UK Embedded AI Market by Offering, 2023 - 2030, USD Million
TABLE 264 UK Embedded AI Market by Hardware Type, 2019 - 2022, USD Million
TABLE 265 UK Embedded AI Market by Hardware Type, 2023 - 2030, USD Million
TABLE 266 UK Embedded AI Market by Software Type, 2019 - 2022, USD Million
TABLE 267 UK Embedded AI Market by Software Type, 2023 - 2030, USD Million
TABLE 268 France Embedded AI Market, 2019 - 2022, USD Million
TABLE 269 France Embedded AI Market, 2023 - 2030, USD Million
TABLE 270 France Embedded AI Market by Vertical, 2019 - 2022, USD Million
TABLE 271 France Embedded AI Market by Vertical, 2023 - 2030, USD Million
TABLE 272 France Embedded AI Market by Data Type, 2019 - 2022, USD Million
TABLE 273 France Embedded AI Market by Data Type, 2023 - 2030, USD Million
TABLE 274 France Embedded AI Market by Offering, 2019 - 2022, USD Million
TABLE 275 France Embedded AI Market by Offering, 2023 - 2030, USD Million
TABLE 276 France Embedded AI Market by Hardware Type, 2019 - 2022, USD Million
TABLE 277 France Embedded AI Market by Hardware Type, 2023 - 2030, USD Million
TABLE 278 France Embedded AI Market by Software Type, 2019 - 2022, USD Million
TABLE 279 France Embedded AI Market by Software Type, 2023 - 2030, USD Million
TABLE 280 Russia Embedded AI Market, 2019 - 2022, USD Million
TABLE 281 Russia Embedded AI Market, 2023 - 2030, USD Million
TABLE 282 Russia Embedded AI Market by Vertical, 2019 - 2022, USD Million
TABLE 283 Russia Embedded AI Market by Vertical, 2023 - 2030, USD Million
TABLE 284 Russia Embedded AI Market by Data Type, 2019 - 2022, USD Million
TABLE 285 Russia Embedded AI Market by Data Type, 2023 - 2030, USD Million
TABLE 286 Russia Embedded AI Market by Offering, 2019 - 2022, USD Million
TABLE 287 Russia Embedded AI Market by Offering, 2023 - 2030, USD Million
TABLE 288 Russia Embedded AI Market by Hardware Type, 2019 - 2022, USD Million
TABLE 289 Russia Embedded AI Market by Hardware Type, 2023 - 2030, USD Million
TABLE 290 Russia Embedded AI Market by Software Type, 2019 - 2022, USD Million
TABLE 291 Russia Embedded AI Market by Software Type, 2023 - 2030, USD Million
TABLE 292 Spain Embedded AI Market, 2019 - 2022, USD Million
TABLE 293 Spain Embedded AI Market, 2023 - 2030, USD Million
TABLE 294 Spain Embedded AI Market by Vertical, 2019 - 2022, USD Million
TABLE 295 Spain Embedded AI Market by Vertical, 2023 - 2030, USD Million
TABLE 296 Spain Embedded AI Market by Data Type, 2019 - 2022, USD Million
TABLE 297 Spain Embedded AI Market by Data Type, 2023 - 2030, USD Million
TABLE 298 Spain Embedded AI Market by Offering, 2019 - 2022, USD Million
TABLE 299 Spain Embedded AI Market by Offering, 2023 - 2030, USD Million
TABLE 300 Spain Embedded AI Market by Hardware Type, 2019 - 2022, USD Million
TABLE 301 Spain Embedded AI Market by Hardware Type, 2023 - 2030, USD Million
TABLE 302 Spain Embedded AI Market by Software Type, 2019 - 2022, USD Million
TABLE 303 Spain Embedded AI Market by Software Type, 2023 - 2030, USD Million
TABLE 304 Italy Embedded AI Market, 2019 - 2022, USD Million
TABLE 305 Italy Embedded AI Market, 2023 - 2030, USD Million
TABLE 306 Italy Embedded AI Market by Vertical, 2019 - 2022, USD Million
TABLE 307 Italy Embedded AI Market by Vertical, 2023 - 2030, USD Million
TABLE 308 Italy Embedded AI Market by Data Type, 2019 - 2022, USD Million
TABLE 309 Italy Embedded AI Market by Data Type, 2023 - 2030, USD Million
TABLE 310 Italy Embedded AI Market by Offering, 2019 - 2022, USD Million
TABLE 311 Italy Embedded AI Market by Offering, 2023 - 2030, USD Million
TABLE 312 Italy Embedded AI Market by Hardware Type, 2019 - 2022, USD Million
TABLE 313 Italy Embedded AI Market by Hardware Type, 2023 - 2030, USD Million
TABLE 314 Italy Embedded AI Market by Software Type, 2019 - 2022, USD Million
TABLE 315 Italy Embedded AI Market by Software Type, 2023 - 2030, USD Million
TABLE 316 Rest of Europe Embedded AI Market, 2019 - 2022, USD Million
TABLE 317 Rest of Europe Embedded AI Market, 2023 - 2030, USD Million
TABLE 318 Rest of Europe Embedded AI Market by Vertical, 2019 - 2022, USD Million
TABLE 319 Rest of Europe Embedded AI Market by Vertical, 2023 - 2030, USD Million
TABLE 320 Rest of Europe Embedded AI Market by Data Type, 2019 - 2022, USD Million
TABLE 321 Rest of Europe Embedded AI Market by Data Type, 2023 - 2030, USD Million
TABLE 322 Rest of Europe Embedded AI Market by Offering, 2019 - 2022, USD Million
TABLE 323 Rest of Europe Embedded AI Market by Offering, 2023 - 2030, USD Million
TABLE 324 Rest of Europe Embedded AI Market by Hardware Type, 2019 - 2022, USD Million
TABLE 325 Rest of Europe Embedded AI Market by Hardware Type, 2023 - 2030, USD Million
TABLE 326 Rest of Europe Embedded AI Market by Software Type, 2019 - 2022, USD Million
TABLE 327 Rest of Europe Embedded AI Market by Software Type, 2023 - 2030, USD Million

TABLE 328 Asia Pacific Embedded AI Market, 2019 - 2022, USD Million
TABLE 329 Asia Pacific Embedded AI Market, 2023 - 2030, USD Million
TABLE 330 Asia Pacific Embedded AI Market by Vertical, 2019 - 2022, USD Million
TABLE 331 Asia Pacific Embedded AI Market by Vertical, 2023 - 2030, USD Million
TABLE 332 Asia Pacific BFSI Market by Country, 2019 - 2022, USD Million
TABLE 333 Asia Pacific BFSI Market by Country, 2023 - 2030, USD Million
TABLE 334 Asia Pacific Healthcare & Lifesciences Market by Country, 2019 - 2022, USD Million
TABLE 335 Asia Pacific Healthcare & Lifesciences Market by Country, 2023 - 2030, USD Million
TABLE 336 Asia Pacific IT & Telecom Market by Country, 2019 - 2022, USD Million
TABLE 337 Asia Pacific IT & Telecom Market by Country, 2023 - 2030, USD Million
TABLE 338 Asia Pacific Automotive Market by Country, 2019 - 2022, USD Million
TABLE 339 Asia Pacific Automotive Market by Country, 2023 - 2030, USD Million
TABLE 340 Asia Pacific Media & Entertainment Market by Country, 2019 - 2022, USD Million
TABLE 341 Asia Pacific Media & Entertainment Market by Country, 2023 - 2030, USD Million
TABLE 342 Asia Pacific Energy & Power Market by Country, 2019 - 2022, USD Million
TABLE 343 Asia Pacific Energy & Power Market by Country, 2023 - 2030, USD Million
TABLE 344 Asia Pacific Transportation & Logistics Market by Country, 2019 - 2022, USD Million
TABLE 345 Asia Pacific Transportation & Logistics Market by Country, 2023 - 2030, USD Million
TABLE 346 Asia Pacific Government & Defense Market by Country, 2019 - 2022, USD Million
TABLE 347 Asia Pacific Government & Defense Market by Country, 2023 - 2030, USD Million
TABLE 348 Asia Pacific Manufacturing Market by Country, 2019 - 2022, USD Million
TABLE 349 Asia Pacific Manufacturing Market by Country, 2023 - 2030, USD Million
TABLE 350 Asia Pacific Others Market by Country, 2019 - 2022, USD Million
TABLE 351 Asia Pacific Others Market by Country, 2023 - 2030, USD Million
TABLE 352 Asia Pacific Embedded AI Market by Data Type, 2019 - 2022, USD Million
TABLE 353 Asia Pacific Embedded AI Market by Data Type, 2023 - 2030, USD Million
TABLE 354 Asia Pacific Numeric Data Market by Country, 2019 - 2022, USD Million
TABLE 355 Asia Pacific Numeric Data Market by Country, 2023 - 2030, USD Million
TABLE 356 Asia Pacific Sensor Data Market by Country, 2019 - 2022, USD Million
TABLE 357 Asia Pacific Sensor Data Market by Country, 2023 - 2030, USD Million
TABLE 358 Asia Pacific Image & Video Data Market by Country, 2019 - 2022, USD Million
TABLE 359 Asia Pacific Image & Video Data Market by Country, 2023 - 2030, USD Million
TABLE 360 Asia Pacific Categorical Data Market by Country, 2019 - 2022, USD Million
TABLE 361 Asia Pacific Categorical Data Market by Country, 2023 - 2030, USD Million
TABLE 362 Asia Pacific Others Market by Country, 2019 - 2022, USD Million
TABLE 363 Asia Pacific Others Market by Country, 2023 - 2030, USD Million
TABLE 364 Asia Pacific Embedded AI Market by Offering, 2019 - 2022, USD Million
TABLE 365 Asia Pacific Embedded AI Market by Offering, 2023 - 2030, USD Million
TABLE 366 Asia Pacific Hardware Market by Country, 2019 - 2022, USD Million
TABLE 367 Asia Pacific Hardware Market by Country, 2023 - 2030, USD Million
TABLE 368 Asia Pacific Embedded AI Market by Hardware Type, 2019 - 2022, USD Million
TABLE 369 Asia Pacific Embedded AI Market by Hardware Type, 2023 - 2030, USD Million
TABLE 370 Asia Pacific Processors Market by Country, 2019 - 2022, USD Million
TABLE 371 Asia Pacific Processors Market by Country, 2023 - 2030, USD Million
TABLE 372 Asia Pacific Memory Units Market by Country, 2019 - 2022, USD Million
TABLE 373 Asia Pacific Memory Units Market by Country, 2023 - 2030, USD Million
TABLE 374 Asia Pacific AI Accelerators Market by Country, 2019 - 2022, USD Million
TABLE 375 Asia Pacific AI Accelerators Market by Country, 2023 - 2030, USD Million
TABLE 376 Asia Pacific Others Market by Country, 2019 - 2022, USD Million
TABLE 377 Asia Pacific Others Market by Country, 2023 - 2030, USD Million
TABLE 378 Asia Pacific Software Market by Country, 2019 - 2022, USD Million
TABLE 379 Asia Pacific Software Market by Country, 2023 - 2030, USD Million
TABLE 380 Asia Pacific Embedded AI Market by Software Type, 2019 - 2022, USD Million
TABLE 381 Asia Pacific Embedded AI Market by Software Type, 2023 - 2030, USD Million
TABLE 382 Asia Pacific Edge Computing Platforms Market by Country, 2019 - 2022, USD Million
TABLE 383 Asia Pacific Edge Computing Platforms Market by Country, 2023 - 2030, USD Million
TABLE 384 Asia Pacific AI & ML Framework Market by Country, 2019 - 2022, USD Million
TABLE 385 Asia Pacific AI & ML Framework Market by Country, 2023 - 2030, USD Million
TABLE 386 Asia Pacific AI Middleware & Others Market by Country, 2019 - 2022, USD Million
TABLE 387 Asia Pacific AI Middleware & Others Market by Country, 2023 - 2030, USD Million
TABLE 388 Asia Pacific Services Market by Country, 2019 - 2022, USD Million
TABLE 389 Asia Pacific Services Market by Country, 2023 - 2030, USD Million
TABLE 390 Asia Pacific Embedded AI Market by Country, 2019 - 2022, USD Million
TABLE 391 Asia Pacific Embedded AI Market by Country, 2023 - 2030, USD Million
TABLE 392 China Embedded AI Market, 2019 - 2022, USD Million
TABLE 393 China Embedded AI Market, 2023 - 2030, USD Million
TABLE 394 China Embedded AI Market by Vertical, 2019 - 2022, USD Million
TABLE 395 China Embedded AI Market by Vertical, 2023 - 2030, USD Million
TABLE 396 China Embedded AI Market by Data Type, 2019 - 2022, USD Million
TABLE 397 China Embedded AI Market by Data Type, 2023 - 2030, USD Million
TABLE 398 China Embedded AI Market by Offering, 2019 - 2022, USD Million
TABLE 399 China Embedded AI Market by Offering, 2023 - 2030, USD Million
TABLE 400 China Embedded AI Market by Hardware Type, 2019 - 2022, USD Million
TABLE 401 China Embedded AI Market by Hardware Type, 2023 - 2030, USD Million
TABLE 402 China Embedded AI Market by Software Type, 2019 - 2022, USD Million
TABLE 403 China Embedded AI Market by Software Type, 2023 - 2030, USD Million
TABLE 404 Japan Embedded AI Market, 2019 - 2022, USD Million
TABLE 405 Japan Embedded AI Market, 2023 - 2030, USD Million
TABLE 406 Japan Embedded AI Market by Vertical, 2019 - 2022, USD Million
TABLE 407 Japan Embedded AI Market by Vertical, 2023 - 2030, USD Million
TABLE 408 Japan Embedded AI Market by Data Type, 2019 - 2022, USD Million
TABLE 409 Japan Embedded AI Market by Data Type, 2023 - 2030, USD Million
TABLE 410 Japan Embedded AI Market by Offering, 2019 - 2022, USD Million
TABLE 411 Japan Embedded AI Market by Offering, 2023 - 2030, USD Million
TABLE 412 Japan Embedded AI Market by Hardware Type, 2019 - 2022, USD Million
TABLE 413 Japan Embedded AI Market by Hardware Type, 2023 - 2030, USD Million
TABLE 414 Japan Embedded AI Market by Software Type, 2019 - 2022, USD Million
TABLE 415 Japan Embedded AI Market by Software Type, 2023 - 2030, USD Million
TABLE 416 India Embedded AI Market, 2019 - 2022, USD Million
TABLE 417 India Embedded AI Market, 2023 - 2030, USD Million
TABLE 418 India Embedded AI Market by Vertical, 2019 - 2022, USD Million
TABLE 419 India Embedded AI Market by Vertical, 2023 - 2030, USD Million
TABLE 420 India Embedded AI Market by Data Type, 2019 - 2022, USD Million
TABLE 421 India Embedded AI Market by Data Type, 2023 - 2030, USD Million
TABLE 422 India Embedded AI Market by Offering, 2019 - 2022, USD Million
TABLE 423 India Embedded AI Market by Offering, 2023 - 2030, USD Million
TABLE 424 India Embedded AI Market by Hardware Type, 2019 - 2022, USD Million
TABLE 425 India Embedded AI Market by Hardware Type, 2023 - 2030, USD Million
TABLE 426 India Embedded AI Market by Software Type, 2019 - 2022, USD Million
TABLE 427 India Embedded AI Market by Software Type, 2023 - 2030, USD Million
TABLE 428 South Korea Embedded AI Market, 2019 - 2022, USD Million
TABLE 429 South Korea Embedded AI Market, 2023 - 2030, USD Million
TABLE 430 South Korea Embedded AI Market by Vertical, 2019 - 2022, USD Million
TABLE 431 South Korea Embedded AI Market by Vertical, 2023 - 2030, USD Million
TABLE 432 South Korea Embedded AI Market by Data Type, 2019 - 2022, USD Million
TABLE 433 South Korea Embedded AI Market by Data Type, 2023 - 2030, USD Million
TABLE 434 South Korea Embedded AI Market by Offering, 2019 - 2022, USD Million
TABLE 435 South Korea Embedded AI Market by Offering, 2023 - 2030, USD Million
TABLE 436 South Korea Embedded AI Market by Hardware Type, 2019 - 2022, USD Million
TABLE 437 South Korea Embedded AI Market by Hardware Type, 2023 - 2030, USD Million
TABLE 438 South Korea Embedded AI Market by Software Type, 2019 - 2022, USD Million
TABLE 439 South Korea Embedded AI Market by Software Type, 2023 - 2030, USD Million
TABLE 440 Singapore Embedded AI Market, 2019 - 2022, USD Million
TABLE 441 Singapore Embedded AI Market, 2023 - 2030, USD Million
TABLE 442 Singapore Embedded AI Market by Vertical, 2019 - 2022, USD Million
TABLE 443 Singapore Embedded AI Market by Vertical, 2023 - 2030, USD Million
TABLE 444 Singapore Embedded AI Market by Data Type, 2019 - 2022, USD Million
TABLE 445 Singapore Embedded AI Market by Data Type, 2023 - 2030, USD Million
TABLE 446 Singapore Embedded AI Market by Offering, 2019 - 2022, USD Million
TABLE 447 Singapore Embedded AI Market by Offering, 2023 - 2030, USD Million
TABLE 448 Singapore Embedded AI Market by Hardware Type, 2019 - 2022, USD Million
TABLE 449 Singapore Embedded AI Market by Hardware Type, 2023 - 2030, USD Million
TABLE 450 Singapore Embedded AI Market by Software Type, 2019 - 2022, USD Million
TABLE 451 Singapore Embedded AI Market by Software Type, 2023 - 2030, USD Million
TABLE 452 Malaysia Embedded AI Market, 2019 - 2022, USD Million
TABLE 453 Malaysia Embedded AI Market, 2023 - 2030, USD Million
TABLE 454 Malaysia Embedded AI Market by Vertical, 2019 - 2022, USD Million
TABLE 455 Malaysia Embedded AI Market by Vertical, 2023 - 2030, USD Million
TABLE 456 Malaysia Embedded AI Market by Data Type, 2019 - 2022, USD Million
TABLE 457 Malaysia Embedded AI Market by Data Type, 2023 - 2030, USD Million
TABLE 458 Malaysia Embedded AI Market by Offering, 2019 - 2022, USD Million
TABLE 459 Malaysia Embedded AI Market by Offering, 2023 - 2030, USD Million
TABLE 460 Malaysia Embedded AI Market by Hardware Type, 2019 - 2022, USD Million
TABLE 461 Malaysia Embedded AI Market by Hardware Type, 2023 - 2030, USD Million
TABLE 462 Malaysia Embedded AI Market by Software Type, 2019 - 2022, USD Million
TABLE 463 Malaysia Embedded AI Market by Software Type, 2023 - 2030, USD Million
TABLE 464 Rest of Asia Pacific Embedded AI Market, 2019 - 2022, USD Million
TABLE 465 Rest of Asia Pacific Embedded AI Market, 2023 - 2030, USD Million
TABLE 466 Rest of Asia Pacific Embedded AI Market by Vertical, 2019 - 2022, USD Million
TABLE 467 Rest of Asia Pacific Embedded AI Market by Vertical, 2023 - 2030, USD Million
TABLE 468 Rest of Asia Pacific Embedded AI Market by Data Type, 2019 - 2022, USD Million
TABLE 469 Rest of Asia Pacific Embedded AI Market by Data Type, 2023 - 2030, USD Million
TABLE 470 Rest of Asia Pacific Embedded AI Market by Offering, 2019 - 2022, USD Million
TABLE 471 Rest of Asia Pacific Embedded AI Market by Offering, 2023 - 2030, USD Million
TABLE 472 Rest of Asia Pacific Embedded AI Market by Hardware Type, 2019 - 2022, USD Million
TABLE 473 Rest of Asia Pacific Embedded AI Market by Hardware Type, 2023 - 2030, USD Million
TABLE 474 Rest of Asia Pacific Embedded AI Market by Software Type, 2019 - 2022, USD Million
TABLE 475 Rest of Asia Pacific Embedded AI Market by Software Type, 2023 - 2030, USD Million
TABLE 476 LAMEA Embedded AI Market, 2019 - 2022, USD Million
TABLE 477 LAMEA Embedded AI Market, 2023 - 2030, USD Million
TABLE 478 LAMEA Embedded AI Market by Vertical, 2019 - 2022, USD Million
TABLE 479 LAMEA Embedded AI Market by Vertical, 2023 - 2030, USD Million
TABLE 480 LAMEA BFSI Market by Country, 2019 - 2022, USD Million
TABLE 481 LAMEA BFSI Market by Country, 2023 - 2030, USD Million
TABLE 482 LAMEA Healthcare & Lifesciences Market by Country, 2019 - 2022, USD Million
TABLE 483 LAMEA Healthcare & Lifesciences Market by Country, 2023 - 2030, USD Million
TABLE 484 LAMEA IT & Telecom Market by Country, 2019 - 2022, USD Million
TABLE 485 LAMEA IT & Telecom Market by Country, 2023 - 2030, USD Million
TABLE 486 LAMEA Automotive Market by Country, 2019 - 2022, USD Million
TABLE 487 LAMEA Automotive Market by Country, 2023 - 2030, USD Million
TABLE 488 LAMEA Media & Entertainment Market by Country, 2019 - 2022, USD Million
TABLE 489 LAMEA Media & Entertainment Market by Country, 2023 - 2030, USD Million
TABLE 490 LAMEA Energy & Power Market by Country, 2019 - 2022, USD Million
TABLE 491 LAMEA Energy & Power Market by Country, 2023 - 2030, USD Million
TABLE 492 LAMEA Transportation & Logistics Market by Country, 2019 - 2022, USD Million
TABLE 493 LAMEA Transportation & Logistics Market by Country, 2023 - 2030, USD Million
TABLE 494 LAMEA Government & Defense Market by Country, 2019 - 2022, USD Million
TABLE 495 LAMEA Government & Defense Market by Country, 2023 - 2030, USD Million
TABLE 496 LAMEA Manufacturing Market by Country, 2019 - 2022, USD Million
TABLE 497 LAMEA Manufacturing Market by Country, 2023 - 2030, USD Million
TABLE 498 LAMEA Others Market by Country, 2019 - 2022, USD Million
TABLE 499 LAMEA Others Market by Country, 2023 - 2030, USD Million
TABLE 500 LAMEA Embedded AI Market by Data Type, 2019 - 2022, USD Million
TABLE 501 LAMEA Embedded AI Market by Data Type, 2023 - 2030, USD Million
TABLE 502 LAMEA Numeric Data Market by Country, 2019 - 2022, USD Million
TABLE 503 LAMEA Numeric Data Market by Country, 2023 - 2030, USD Million
TABLE 504 LAMEA Sensor Data Market by Country, 2019 - 2022, USD Million
TABLE 505 LAMEA Sensor Data Market by Country, 2023 - 2030, USD Million
TABLE 506 LAMEA Image & Video Data Market by Country, 2019 - 2022, USD Million
TABLE 507 LAMEA Image & Video Data Market by Country, 2023 - 2030, USD Million
TABLE 508 LAMEA Categorical Data Market by Country, 2019 - 2022, USD Million
TABLE 509 LAMEA Categorical Data Market by Country, 2023 - 2030, USD Million
TABLE 510 LAMEA Others Market by Country, 2019 - 2022, USD Million
TABLE 511 LAMEA Others Market by Country, 2023 - 2030, USD Million
TABLE 512 LAMEA Embedded AI Market by Offering, 2019 - 2022, USD Million
TABLE 513 LAMEA Embedded AI Market by Offering, 2023 - 2030, USD Million
TABLE 514 LAMEA Hardware Market by Country, 2019 - 2022, USD Million
TABLE 515 LAMEA Hardware Market by Country, 2023 - 2030, USD Million
TABLE 516 LAMEA Embedded AI Market by Hardware Type, 2019 - 2022, USD Million
TABLE 517 LAMEA Embedded AI Market by Hardware Type, 2023 - 2030, USD Million
TABLE 518 LAMEA Processors Market by Country, 2019 - 2022, USD Million
TABLE 519 LAMEA Processors Market by Country, 2023 - 2030, USD Million
TABLE 520 LAMEA Memory Units Market by Country, 2019 - 2022, USD Million
TABLE 521 LAMEA Memory Units Market by Country, 2023 - 2030, USD Million
TABLE 522 LAMEA AI Accelerators Market by Country, 2019 - 2022, USD Million
TABLE 523 LAMEA AI Accelerators Market by Country, 2023 - 2030, USD Million
TABLE 524 LAMEA Others Market by Country, 2019 - 2022, USD Million
TABLE 525 LAMEA Others Market by Country, 2023 - 2030, USD Million
TABLE 526 LAMEA Software Market by Country, 2019 - 2022, USD Million
TABLE 527 LAMEA Software Market by Country, 2023 - 2030, USD Million
TABLE 528 LAMEA Embedded AI Market by Software Type, 2019 - 2022, USD Million
TABLE 529 LAMEA Embedded AI Market by Software Type, 2023 - 2030, USD Million
TABLE 530 LAMEA Edge Computing Platforms Market by Country, 2019 - 2022, USD Million
TABLE 531 LAMEA Edge Computing Platforms Market by Country, 2023 - 2030, USD Million
TABLE 532 LAMEA AI & ML Framework Market by Country, 2019 - 2022, USD Million
TABLE 533 LAMEA AI & ML Framework Market by Country, 2023 - 2030, USD Million
TABLE 534 LAMEA AI Middleware & Others Market by Country, 2019 - 2022, USD Million
TABLE 535 LAMEA AI Middleware & Others Market by Country, 2023 - 2030, USD Million
TABLE 536 LAMEA Services Market by Country, 2019 - 2022, USD Million
TABLE 537 LAMEA Services Market by Country, 2023 - 2030, USD Million
TABLE 538 LAMEA Embedded AI Market by Country, 2019 - 2022, USD Million
TABLE 539 LAMEA Embedded AI Market by Country, 2023 - 2030, USD Million
TABLE 540 Brazil Embedded AI Market, 2019 - 2022, USD Million
TABLE 541 Brazil Embedded AI Market, 2023 - 2030, USD Million
TABLE 542 Brazil Embedded AI Market by Vertical, 2019 - 2022, USD Million
TABLE 543 Brazil Embedded AI Market by Vertical, 2023 - 2030, USD Million
TABLE 544 Brazil Embedded AI Market by Data Type, 2019 - 2022, USD Million
TABLE 545 Brazil Embedded AI Market by Data Type, 2023 - 2030, USD Million
TABLE 546 Brazil Embedded AI Market by Offering, 2019 - 2022, USD Million
TABLE 547 Brazil Embedded AI Market by Offering, 2023 - 2030, USD Million
TABLE 548 Brazil Embedded AI Market by Hardware Type, 2019 - 2022, USD Million
TABLE 549 Brazil Embedded AI Market by Hardware Type, 2023 - 2030, USD Million
TABLE 550 Brazil Embedded AI Market by Software Type, 2019 - 2022, USD Million
TABLE 551 Brazil Embedded AI Market by Software Type, 2023 - 2030, USD Million
TABLE 552 Argentina Embedded AI Market, 2019 - 2022, USD Million
TABLE 553 Argentina Embedded AI Market, 2023 - 2030, USD Million
TABLE 554 Argentina Embedded AI Market by Vertical, 2019 - 2022, USD Million
TABLE 555 Argentina Embedded AI Market by Vertical, 2023 - 2030, USD Million
TABLE 556 Argentina Embedded AI Market by Data Type, 2019 - 2022, USD Million
TABLE 557 Argentina Embedded AI Market by Data Type, 2023 - 2030, USD Million
TABLE 558 Argentina Embedded AI Market by Offering, 2019 - 2022, USD Million
TABLE 559 Argentina Embedded AI Market by Offering, 2023 - 2030, USD Million
TABLE 560 Argentina Embedded AI Market by Hardware Type, 2019 - 2022, USD Million
TABLE 561 Argentina Embedded AI Market by Hardware Type, 2023 - 2030, USD Million
TABLE 562 Argentina Embedded AI Market by Software Type, 2019 - 2022, USD Million
TABLE 563 Argentina Embedded AI Market by Software Type, 2023 - 2030, USD Million
TABLE 564 UAE Embedded AI Market, 2019 - 2022, USD Million
TABLE 565 UAE Embedded AI Market, 2023 - 2030, USD Million
TABLE 566 UAE Embedded AI Market by Vertical, 2019 - 2022, USD Million
TABLE 567 UAE Embedded AI Market by Vertical, 2023 - 2030, USD Million
TABLE 568 UAE Embedded AI Market by Data Type, 2019 - 2022, USD Million
TABLE 569 UAE Embedded AI Market by Data Type, 2023 - 2030, USD Million
TABLE 570 UAE Embedded AI Market by Offering, 2019 - 2022, USD Million
TABLE 571 UAE Embedded AI Market by Offering, 2023 - 2030, USD Million
TABLE 572 UAE Embedded AI Market by Hardware Type, 2019 - 2022, USD Million
TABLE 573 UAE Embedded AI Market by Hardware Type, 2023 - 2030, USD Million
TABLE 574 UAE Embedded AI Market by Software Type, 2019 - 2022, USD Million
TABLE 575 UAE Embedded AI Market by Software Type, 2023 - 2030, USD Million
TABLE 576 Saudi Arabia Embedded AI Market, 2019 - 2022, USD Million
TABLE 577 Saudi Arabia Embedded AI Market, 2023 - 2030, USD Million
TABLE 578 Saudi Arabia Embedded AI Market by Vertical, 2019 - 2022, USD Million
TABLE 579 Saudi Arabia Embedded AI Market by Vertical, 2023 - 2030, USD Million
TABLE 580 Saudi Arabia Embedded AI Market by Data Type, 2019 - 2022, USD Million
TABLE 581 Saudi Arabia Embedded AI Market by Data Type, 2023 - 2030, USD Million
TABLE 582 Saudi Arabia Embedded AI Market by Offering, 2019 - 2022, USD Million
TABLE 583 Saudi Arabia Embedded AI Market by Offering, 2023 - 2030, USD Million
TABLE 584 Saudi Arabia Embedded AI Market by Hardware Type, 2019 - 2022, USD Million
TABLE 585 Saudi Arabia Embedded AI Market by Hardware Type, 2023 - 2030, USD Million
TABLE 586 Saudi Arabia Embedded AI Market by Software Type, 2019 - 2022, USD Million
TABLE 587 Saudi Arabia Embedded AI Market by Software Type, 2023 - 2030, USD Million
TABLE 588 South Africa Embedded AI Market, 2019 - 2022, USD Million
TABLE 589 South Africa Embedded AI Market, 2023 - 2030, USD Million
TABLE 590 South Africa Embedded AI Market by Vertical, 2019 - 2022, USD Million
TABLE 591 South Africa Embedded AI Market by Vertical, 2023 - 2030, USD Million
TABLE 592 South Africa Embedded AI Market by Data Type, 2019 - 2022, USD Million
TABLE 593 South Africa Embedded AI Market by Data Type, 2023 - 2030, USD Million
TABLE 594 South Africa Embedded AI Market by Offering, 2019 - 2022, USD Million
TABLE 595 South Africa Embedded AI Market by Offering, 2023 - 2030, USD Million
TABLE 596 South Africa Embedded AI Market by Hardware Type, 2019 - 2022, USD Million
TABLE 597 South Africa Embedded AI Market by Hardware Type, 2023 - 2030, USD Million
TABLE 598 South Africa Embedded AI Market by Software Type, 2019 - 2022, USD Million
TABLE 599 South Africa Embedded AI Market by Software Type, 2023 - 2030, USD Million
TABLE 600 Nigeria Embedded AI Market, 2019 - 2022, USD Million
TABLE 601 Nigeria Embedded AI Market, 2023 - 2030, USD Million
TABLE 602 Nigeria Embedded AI Market by Vertical, 2019 - 2022, USD Million
TABLE 603 Nigeria Embedded AI Market by Vertical, 2023 - 2030, USD Million
TABLE 604 Nigeria Embedded AI Market by Data Type, 2019 - 2022, USD Million
TABLE 605 Nigeria Embedded AI Market by Data Type, 2023 - 2030, USD Million
TABLE 606 Nigeria Embedded AI Market by Offering, 2019 - 2022, USD Million
TABLE 607 Nigeria Embedded AI Market by Offering, 2023 - 2030, USD Million
TABLE 608 Nigeria Embedded AI Market by Hardware Type, 2019 - 2022, USD Million
TABLE 609 Nigeria Embedded AI Market by Hardware Type, 2023 - 2030, USD Million
TABLE 610 Nigeria Embedded AI Market by Software Type, 2019 - 2022, USD Million
TABLE 611 Nigeria Embedded AI Market by Software Type, 2023 - 2030, USD Million
TABLE 612 Rest of LAMEA Embedded AI Market, 2019 - 2022, USD Million
TABLE 613 Rest of LAMEA Embedded AI Market, 2023 - 2030, USD Million
TABLE 614 Rest of LAMEA Embedded AI Market by Vertical, 2019 - 2022, USD Million
TABLE 615 Rest of LAMEA Embedded AI Market by Vertical, 2023 - 2030, USD Million
TABLE 616 Rest of LAMEA Embedded AI Market by Data Type, 2019 - 2022, USD Million
TABLE 617 Rest of LAMEA Embedded AI Market by Data Type, 2023 - 2030, USD Million
TABLE 618 Rest of LAMEA Embedded AI Market by Offering, 2019 - 2022, USD Million
TABLE 619 Rest of LAMEA Embedded AI Market by Offering, 2023 - 2030, USD Million
TABLE 620 Rest of LAMEA Embedded AI Market by Hardware Type, 2019 - 2022, USD Million
TABLE 621 Rest of LAMEA Embedded AI Market by Hardware Type, 2023 - 2030, USD Million
TABLE 622 Rest of LAMEA Embedded AI Market by Software Type, 2019 - 2022, USD Million
TABLE 623 Rest of LAMEA Embedded AI Market by Software Type, 2023 - 2030, USD Million
TABLE 624 Key Information - Google LLC
TABLE 625 Key information - IBM Corporation
TABLE 626 key information - Microsoft Corporation
TABLE 627 Key Information - Amazon Web Services, Inc.
TABLE 628 Key Information - NVIDIA Corporation
TABLE 629 Key Information - Intel Corporation
TABLE 630 Key Information - Qualcomm, Inc.
TABLE 632 Key Information - Siemens AG
TABLE 633 Key Information - Oracle Corporation

List of Figures

FIG 1 Methodology for the research
FIG 2 Global Embedded AI Market, 2019 - 2030, USD Million
FIG 3 Key Factors Impacting the Embedded AI Market
FIG 4 KBV Cardinal Matrix
FIG 5 Market Share Analysis, 2021
FIG 6 Key Leading Strategies: Percentage Distribution (2019-2023)
FIG 7 Key Strategic Move: (Partnerships, Collaborations and Agreements: 2020, Oct - 2023, Jul) Leading Players
FIG 8 Porter's Five Forces Analysis - Embedded AI Market
FIG 9 Global Embedded AI Market share by Vertical, 2022
FIG 10 Global Embedded AI Market share by Vertical, 2030
FIG 11 Global Embedded AI Market by Vertical, 2019 - 2030, USD Million
FIG 12 Global Embedded AI Market share by Data Type, 2022
FIG 13 Global Embedded AI Market share by Data Type, 2030
FIG 14 Global Embedded AI Market by Data Type, 2019 - 2030, USD Million
FIG 15 Global Embedded AI Market share by Offering, 2022
FIG 16 Global Embedded AI Market share by Offering, 2030
FIG 17 Global Embedded AI Market by Offering, 2019 - 2030, USD Million
FIG 18 Global Embedded AI Market share by Region, 2022
FIG 19 Global Embedded AI Market share by Region, 2030
FIG 20 Global Embedded AI Market by Region, 2019 - 2030, USD Million
FIG 21 Recent strategies and developments: Google LLC
FIG 22 SWOT Analysis: Alphabet Inc. (Google LLC)
FIG 23 Recent strategies and developments: IBM Corporation
FIG 24 Swot Analysis: IBM Corporation
FIG 25 Recent strategies and developments: Microsoft Corporation
FIG 26 SWOT Analysis: Microsoft Corporation
FIG 27 SWOT analysis: Amazon.com, Inc.
FIG 28 Recent strategies and developments: NVIDIA Corporation
FIG 29 SWOT Analysis: NVIDIA Corporation
FIG 30 SWOT Analysis: Intel corporation
FIG 31 Recent strategies and developments: Qualcomm, Inc.
FIG 32 SWOT Analysis: Qualcomm, Inc.
FIG 33 SWOT Analysis: Salesforce.com, Inc.
FIG 34 Swot analysis: Siemens AG
FIG 35 Recent strategies and developments: Oracle Corporation
FIG 36 SWOT analysis: Oracle Corporation

The Global Embedded AI Market size is expected to reach $22.4 billion by 2030, rising at a market growth of 13.8% CAGR during the forecast period.

The manufacturing sector benefits considerably from embedded AI's intelligent automation, process optimization, and predictive analytics. Thus, the manufacturing segment acquired $514.9 million revenue in 2022, as the creation and implementation of embedded AI systems in manufacturing have become more straightforward because of developments in AI algorithms, deep learning, and machine learning methods and help organizations save and control labor expenditures. Additionally, to enhance patient outcomes and save expenses, embedded AI devices are being utilized in the healthcare sector. Due to this, the healthcare & life science segment is poised to register approximately 1/5th share of the market by 2030 For instance, medical gadgets that analyze patient data using AI algorithms may assist clinicians in coming up with more precise diagnoses and better treatment options.

The major strategies followed by the market participants are Partnerships as the key developmental strategy to keep pace with the changing demands of end users. For instance, In April, 2023, Siemens collaborated with Microsoft, to help industrial organizations in simplifying workflows, overcoming silos, and collaborating in more ways that speed up customer-centric innovation. Moreover, In June, 2023, IBM entered into an expanded partnership with Adobe to improve stakeholder visibility, accelerate task completion, maximize collaboration, and maximize innovation across all design and creative projects.

Based on the Analysis presented in the KBV Cardinal matrix; Microsoft Corporation and Google LLC are the forerunners in the Market. In June, 2023, Google Cloud extended its partnership with HCLTech to develop combined solutions that enable clients to unlock the value of data and realize the full potential of generative AI. Companies such as Qualcomm, Inc., Oracle Corporation, Siemens AG are some of the key innovators in the Market.

Market Growth Factors

Increase in demand for energy-efficient and powerful processors

More substantial business potential is created by increased demand for more potent and energy-efficient processors that can handle complicated AI algorithms. AI algorithms are becoming more complicated and resource-intensive. Therefore, there is a rising requirement for processors which can effectively manage these demands. For embedded AI solution providers, the need for more potent processors, like high-performance CPUs, GPUs, and specialized AI accelerators, creates chances to deliver cutting-edge hardware. Suppliers should concentrate on creating sophisticated processors, edge computing capabilities, energy-efficient solutions, and collaborations to capitalize on the expanding market need and supply high-performance embedded AI solutions that satisfy customers' changing expectations.

Increasing need for autonomous, intelligent systems to provide an individualized experience

The market adoption of these solutions will be boosted by the growing requirement for improved technologies that can provide consumers tailored and adaptable experiences. The incorporation of AI capabilities into different embedded systems is the result of the need for tailored experiences. Using these solutions, devices and apps may evaluate user information, preferences, and behavior to provide personalized recommendations, suggestions, and reactions. This increases user engagement and happiness. By enabling devices and systems to comprehend user preferences, adapt to shifting circumstances, make wise choices, and provide customized experiences, these solutions ultimately increase user pleasure and stimulate market expansion.

Market Restraining Factors

Insufficient computing power and model optimization

Many times, resource-constrained devices with restricted processing speed, memory, and energy are used by embedded AI systems. The performance of AI algorithms may be constrained by insufficient processing resources, resulting in longer inference times, decreased accuracy, and a less satisfactory user experience. The adoption of these solutions is hampered when computational constraints prevent AI models from successfully running on embedded devices because they may not fulfill the performance standards of the intended applications. Overcoming these obstacles will allow the deployment of more potent and effective AI applications on resource-constrained devices and speed up the acceptance of embedded AI solutions in numerous fields as the market continues to develop in these areas.

Vertical Outlook

By verticals, the market is bifurcated into BFSI, IT & ITeS, retail & e-commerce, manufacturing, energy & utilities, healthcare & life sciences, transportation & logistics, media & entertainment, telecom, automotive, and others. The proliferation of connected devices, the Internet of Things (IoT), and the rising demand for high-speed data services all contribute to a significant increase in data traffic in the telecom sector. By intelligently analyzing and selecting network resources, lowering congestion, and improving overall network performance, embedded AI may assist manage and optimize this data flow.

Data Type Outlook

On the basis of data type, the market is segmented into sensor data, picture and video data, numeric data, and categorical data. The sensor data segment acquired a substantial revenue share in the market in 2022. Embedded AI may use sensor data to provide customized experiences. Fitness trackers, for instance, gather information on heart rate, sleep habits, and activity levels to provide individualized health and wellness suggestions. Integrating sensor data with embedded AI offers various advantages in various fields, from increased operational efficiency and cost savings to better safety and tailored experiences, all of which are important drivers of the market development in this niche.

Offering Outlook

Based on offerings, the market is segmented into hardware, software, and services. The hardware segment registered the highest revenue share in the market in 2022. In order to implement AI applications on embedded systems, hardware is crucial since it offers the necessary processing power and specialized abilities. It lets devices to process, analyze, and make decisions locally without constantly connecting to or relying on cloud-based AI services.

Regional Outlook

Region wise, the market is analyzed across North America, Europe, Asia Pacific, and LAMEA. The North American region led the market by generating the maximum revenue share in 2022. In terms of implementing and expanding embedded AI technologies, North America is a pioneering location. The existence of cutting-edge AI technology businesses, strong R&D skills, and an established market ecosystem all play a role in the region's fast expansion of embedded AI solutions. Overall, the use of embedded AI is accelerating across sectors in North America due to technology breakthroughs, the growth of IoT, a supporting ecosystem, and rising public awareness of its advantages.

The market research report covers the analysis of key stake holders of the market. Key companies profiled in the report include Google LLC (Alphabet Inc.), IBM Corporation, Microsoft Corporation, Amazon Web Services, Inc. (Amazon.com, Inc.), NVIDIA Corporation, Intel Corporation, Qualcomm, Inc., Salesforce, Inc., Siemens AG and Oracle Corporation.

Recent Strategies Deployed in Embedded AI Market

Partnerships, Collaboration and Agreements:

Jul-2023: Intel Foundry Services joined hands with Arm, a semiconductor and software designer, enabling chip providers to build low-power compute system-on-chips (SoCs) on the Intel 18A process. The collaboration would expand the market potential for IFS and give any fabless company that wants to use best-in-class CPU IP and the strength of an open system foundry with cutting-edge process technology.

Jun-2023: Google Cloud extended its partnership with HCLTech, a leading global technology company. With this partnership, HCLTech will develop a Google Cloud Generative AI Center of Excellence (GenAI CoE). Moreover, both companies would develop combined solutions that enable clients to unlock the value of data and realize the full potential of generative AI.

Jun-2023: IBM entered into an expanded partnership with Adobe, an American multinational computer software company. The partnership would enable the clients to improve stakeholder visibility, accelerate task completion, maximize collaboration, and maximize innovation across all design and creative projects.

Jun-2023: IBM teamed up with Will.i.am and FYI (Focus Your Ideas) to leverage the transformative power of secure and trustworthy generative AI for creatives. IBM and FYI would work together to integrate Watsonx, a new AI and data platform for business, to advance AI and bring accountability, transparency, and in the creative process.

Jun-2023: Salesforce formed a partnership with Google Cloud, a suite of cloud computing services offered by Google, to help organizations utilize data and AI to offer more personalized clients experiences, comprehend consumer behavior better, and run more efficient campaigns across marketing, sales, service, and commerce at a reduced cost.

May-2023: Google Cloud joined hands with Teradata, a cloud database and analytics-related software, products, and services. By combining vast and reliable analytics data sets prepared by Teradata and Vertex AI to provide its customers the ability to scale their AI/ML initiatives quickly.

May-2023: IBM joined hands with SAP, a software company, to offer new AI-driven insights and automation to help boost innovation. IBM would provide its IBM Watson to SAP for powering its digital assistant in SAP Start. The new AI capabilities in SAP Start will accelerate user productivity and predictive insights using IBM Watson AI solutions.

May-2023: Microsoft entered into a partnership with MicroStrategy, an analytics and business intelligence company. With this partnership, the company aimed to speed up the release of MicroStrategy's product innovations on Azure, including the integrations with Microsoft 365 and Azure OpenAI Service. Furthermore, the partnership would enable businesses to take quicker, more informed decisions and hasten the creation of new analytic apps.

May-2023: Microsoft formed a collaboration with SAP SE, a Germany-based software company. The collaboration aimed to bring together the power of Microsoft 365 Copilot with SAP SuccessFactors solutions. This would enable the clients to solve various business challenges.

May-2023: Microsoft teamed up with PwC and Icertis, a contract management software provider. The collaboration enables the companies to offer a platform for contract intelligence that enables C-suites to extract crucial business insights from data contained in contracts and utilize those insights to automate entire business operations.

May-2023: Intel teamed up with Boston Consulting Group, an international strategy, and general management consulting firm. The collaboration would allow the company to enable clients to build generative AI applications that are fully optimized across the stack and inside the specified security perimeter.

Apr-2023: NVIDIA entered into collaboration with IKERLAN, an embedded electronics and artificial intelligence provider. The collaboration aimed to increase the technological and knowledge capability of its teams in order to provide the industrial sector with the most cutting-edge artificial intelligence technology.

Apr-2023: Siemens collaborated with Microsoft following which Microsoft's Collaboration platform Teams and the language models in Azure OpenAI Service as well as other Azure AI capabilities have been combined with Siemens' Teamcenter software for product lifecycle management (PLM). The integration would enable industrial companies to drive innovation and efficiency throughout the design, engineering, manufacturing, and operational lifecycle of products. This would help industrial organizations in simplifying workflows, overcoming silos, and collaborating in more ways that speed up customer-centric innovation.

Apr-2023: Oracle extended its partnership with GitLab, a US-based technology company. The collaboration enables users to run AI and ML workloads along with GPU-enabled GitLab runners on the OCI, Oracle Cloud Infrastructure. Further, GitLab's vision for accuracy and speed perfectly aligns with Oracle's goals.

Mar-2023: Qualcomm Technologies entered into collaboration with Arrow Electronics, Inc., a manufacturer, and provider of electronic components and enterprise computing solutions. to better the growth and adoption of IoT technology and provide a more varied and international consumer base.

Mar-2023: Salesforce teamed up with Tata Group-owned Air India, to improve its customer experience. The company will deploy its technology that enables Air India to track customer interactions across its contact center and act proactively on problems and follow them through to resolution with the help of artificial intelligence technologies.

Jan-2023: Google Cloud partnered with TTEC Holdings, Inc, one of the largest global customer experiences (CX) technology and services innovators for end-to-end digital CX solutions. The partnership would allow the company to offer intuitive automation, unified customer data, proactive and preemptive service, and AI-powered decision-making at every customer interaction.

Dec-2022: NVIDIA formed a partnership with Deutsche Bank, one of the world's leading financial service providers. The company would combine Deutsche Bank's financial industry expertise with its leadership in AI and accelerated computing to develop a wide range of AI-powered services.

Aug-2022: Oracle collaborated with Anaconda, a provider of the world's most popular data science platform. With this collaboration, Oracle focused on enabling and embedding Anaconda's repository into Oracle Cloud Infrastructure to provide protected open-source Python and R packages and tools. The collaboration provided data scientists with streamlined access to Anaconda, delivering high-performance machine learning and assisting them to ensure strong enterprise security and governance.

Jul-2022: Qualcomm collaborated with Mahindra, an automobile manufacturer, to improve Mahindra's Scorpio N's embedded electronics.

Jun-2021: Intel joined hands with PathPartner Technology, a dominant product R&D organization. Under the collaboration, PathPartner Technology provided an Artificial Intelligence (AI) technology-based arc welding defect detection solution to the manufacturing industry. PathPartner utilized its expertise in building state-of-the-art AI and Machine Vision software on Intel edge processors to aid manufacturers in fruitfully adopting the defect detection technology and expanding it to address wider Industry 4.0 use cases. Intel developed its AI technology to address an expensive, age-old problem of manual defect detection in the robotic welding process. The AI uses a deep neural network-based inferencing engine to identify defects that are not possible for the human eye.

Jun-2021: Salesforce extended its partnership with AWS, an American cloud-based software company. Following this extended partnership, the companies would introduce a range of integration capabilities to facilitate data sharing and application building that cross the two platforms.

Feb-2021: Google formed a partnership with Ford, an American multinational automobile manufacturer. The partnership would allow the company to accelerate Ford's transformation and reinvent the connected vehicle experience for people's safety.

Product Launch and Product Expansions:

Sep-2022: NVIDIA released the NVIDIA IGX, an industrial-grade edge AI platform. This solution aimed to offer highly secure and low-latency AI inference to help in fulfilling the demand for instant insights from a range of devices and sensors for medical applications.

Mar-2022: NVIDIA rolled out Clara Holoscan MGX, a platform for the medical device sector. Through this launch, the company aimed to develop and install real-time AI applications at the edge, particularly manufactured to comply with regulatory standards.

Acquisitions and Merger:

Jun-2023: IBM announced an agreement to acquire Apptio Inc., a leader in financial and operational IT management and optimization (FinOps) software. The acquisition of Apptio will speed up the development of IBM's IT automation capabilities and give business executives the ability to maximize the return on their technological investments by combining Apptio's offerings combined with IBM's IT automation software.

Nov-2022: Siemens Digital Industries Software entered into an agreement to acquire Avery Design Systems, Inc., a leading simulation-independent verification IP supplier. The acquisition would enable the company to expand its leadership and verification solutions into areas such as High-Performance Computing, Edge, Networking, and 3DICs.

Mar-2022: Microsoft acquired Nuance Communications, a US-based company that provides speech recognition solutions, healthcare AI solutions, and omnichannel customer engagement. This acquisition enables healthcare services providers to have a better opportunity to provide economical, attainable healthcare services, and allows organizations in other industries to better serve the needs of their clients.

Jan-2022: Oracle took over Federos, a leading provider of cloud-enabled, AI-optimized network assurance, analytics, and automation software. With this acquisition, Oracle focused on empowering service providers with AI-optimized service and network analytics, assurance, and automated orchestration.

Jun-2021: IBM took over Turbonomic, an Application Resource Management (ARM) and Network Performance Management (NPM) software provider. This acquisition aimed to enable IBM to become the only company providing a one-stop shop of AI-powered automation capabilities, all built on Red Hat OpenShift to run anywhere.

Apr-2021: IBM signed an agreement to acquire myInvenio, an Italy-based business software company, specializing in process mining software solutions. The acquisition would equip clients with data-driven software that enables them to recognize the most effective business processes to automate using AI. Moreover, the acquisition further reinforces IBM's AI and hybrid cloud plans.

Scope of the Study

Market Segments covered in the Report:

By Vertical

BFSI
Healthcare & Lifesciences
IT & Telecom
Automotive
Media & Entertainment
Energy & Power
Transportation & Logistics
Government & Defense
Manufacturing
Others

By Data Type

Numeric Data
Sensor Data
Image & Video Data
Categorical Data
Others

By Offering

Hardware
- Processors
- Memory Units
- AI Accelerators
- Others
Software
- Edge Computing Platforms
- AI & ML Framework
- AI Middleware & Others
Services

By Geography

North America
- US
- Canada
- Mexico
- Rest of North America
Europe
- Germany
- UK
- France
- Russia
- Spain
- Italy
- Rest of Europe
Asia Pacific
- China
- Japan
- India
- South Korea
- Singapore
- Malaysia
- Rest of Asia Pacific
LAMEA
- Brazil
- Argentina
- UAE
- Saudi Arabia
- South Africa
- Nigeria
- Rest of LAMEA

Companies Profiled

Google LLC (Alphabet Inc.)
IBM Corporation
Microsoft Corporation
Amazon Web Services, Inc. (Amazon.com, Inc.)
NVIDIA Corporation
Intel Corporation
Qualcomm, Inc.
Salesforce, Inc.
Siemens AG
Oracle Corporation

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Subscription based model available
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Chapter 1. Market Scope & Methodology

1.1 Market Definition
1.2 Objectives
1.3 Market Scope
1.4 Segmentation
- 1.4.1 Global Embedded AI Market, by Vertical
- 1.4.2 Global Embedded AI Market, by Data Type
- 1.4.3 Global Embedded AI Market, by Offering
- 1.4.4 Global Embedded AI Market, by Geography
1.5 Methodology for the research

Chapter 2. Market At a Glance

2.1 Key Highlight

Chapter 3. Market Overview

3.1 Introduction
- 3.1.1 Overview
  - 3.1.1.1 Market Composition and Scenario
3.2 Key Factors Impacting the Market
- 3.2.1 Market Drivers
- 3.2.2 Market Restraints

Chapter 4. Competition Analysis - Global

4.1 KBV Cardinal Matrix
4.2 Recent Industry Wide Strategic Developments
- 4.2.1 Partnerships, Collaborations and Agreements
- 4.2.2 Product Launches and Product Expansions
- 4.2.3 Acquisition and Mergers
4.3 Market Share Analysis, 2021
4.4 Top Winning Strategies
- 4.4.1 Key Leading Strategies: Percentage Distribution (2019-2023)
- 4.4.2 Key Strategic Move: (Partnerships, Collaborations and Agreements: 2020, Oct - 2023, Jul) Leading Players
4.5 Porter's Five Forces Analysis

Chapter 5. Global Embedded AI Market by Vertical

5.1 Global BFSI Market by Region
5.2 Global Healthcare & Lifesciences Market by Region
5.3 Global IT & Telecom Market by Region
5.4 Global Automotive Market by Region
5.5 Global Media & Entertainment Market by Region
5.6 Global Energy & Power Market by Region
5.7 Global Transportation & Logistics Market by Region
5.8 Global Government & Defense Market by Region
5.9 Global Manufacturing Market by Region
5.1 Global Others Market by Region

Chapter 6. Global Embedded AI Market by Data Type

6.1 Global Numeric Data Market by Region
6.2 Global Sensor Data Market by Region
6.3 Global Image & Video Data Market by Region
6.4 Global Categorical Data Market by Region
6.5 Global Others Market by Region

Chapter 7. Global Embedded AI Market by Offering

7.1 Global Hardware Market by Region
7.2 Global Embedded AI Market by Hardware Type
- 7.2.1 Global Processors Market by Region
- 7.2.2 Global Memory Units Market by Region
- 7.2.3 Global AI Accelerators Market by Region
- 7.2.4 Global Others Market by Region
7.3 Global Software Market by Region
7.4 Global Embedded AI Market by Software Type
- 7.4.1 Global Edge Computing Platforms Market by Region
- 7.4.2 Global AI & ML Framework Market by Region
- 7.4.3 Global AI Middleware & Others Market by Region
7.5 Global Services Market by Region

Chapter 8. Global Embedded AI Market by Region

8.1 North America Embedded AI Market
- 8.1.1 North America Embedded AI Market by Vertical
  - 8.1.1.1 North America BFSI Market by Country
  - 8.1.1.2 North America Healthcare & Lifesciences Market by Country
  - 8.1.1.3 North America IT & Telecom Market by Country
  - 8.1.1.4 North America Automotive Market by Country
  - 8.1.1.5 North America Media & Entertainment Market by Country
  - 8.1.1.6 North America Energy & Power Market by Country
  - 8.1.1.7 North America Transportation & Logistics Market by Country
  - 8.1.1.8 North America Government & Defense Market by Country
  - 8.1.1.9 North America Manufacturing Market by Country
  - 8.1.1.10 North America Others Market by Country
- 8.1.2 North America Embedded AI Market by Data Type
  - 8.1.2.1 North America Numeric Data Market by Country
  - 8.1.2.2 North America Sensor Data Market by Country
  - 8.1.2.3 North America Image & Video Data Market by Country
  - 8.1.2.4 North America Categorical Data Market by Country
  - 8.1.2.5 North America Others Market by Country
- 8.1.3 North America Embedded AI Market by Offering
  - 8.1.3.1 North America Hardware Market by Country
  - 8.1.3.2 North America Embedded AI Market by Hardware Type
    - 8.1.3.2.1 North America Processors Market by Country
    - 8.1.3.2.2 North America Memory Units Market by Country
    - 8.1.3.2.3 North America AI Accelerators Market by Country
    - 8.1.3.2.4 North America Others Market by Country
  - 8.1.3.3 North America Software Market by Country
  - 8.1.3.4 North America Embedded AI Market by Software Type
    - 8.1.3.4.1 North America Edge Computing Platforms Market by Country
    - 8.1.3.4.2 North America AI & ML Framework Market by Country
    - 8.1.3.4.3 North America AI Middleware & Others Market by Country
  - 8.1.3.5 North America Services Market by Country
- 8.1.4 North America Embedded AI Market by Country
  - 8.1.4.1 US Embedded AI Market
    - 8.1.4.1.1 US Embedded AI Market by Vertical
    - 8.1.4.1.2 US Embedded AI Market by Data Type
    - 8.1.4.1.3 US Embedded AI Market by Offering
  - 8.1.4.2 Canada Embedded AI Market
    - 8.1.4.2.1 Canada Embedded AI Market by Vertical
    - 8.1.4.2.2 Canada Embedded AI Market by Data Type
    - 8.1.4.2.3 Canada Embedded AI Market by Offering
  - 8.1.4.3 Mexico Embedded AI Market
    - 8.1.4.3.1 Mexico Embedded AI Market by Vertical
    - 8.1.4.3.2 Mexico Embedded AI Market by Data Type
    - 8.1.4.3.3 Mexico Embedded AI Market by Offering
  - 8.1.4.4 Rest of North America Embedded AI Market
    - 8.1.4.4.1 Rest of North America Embedded AI Market by Vertical
    - 8.1.4.4.2 Rest of North America Embedded AI Market by Data Type
    - 8.1.4.4.3 Rest of North America Embedded AI Market by Offering
8.2 Europe Embedded AI Market
- 8.2.1 Europe Embedded AI Market by Vertical
  - 8.2.1.1 Europe BFSI Market by Country
  - 8.2.1.2 Europe Healthcare & Lifesciences Market by Country
  - 8.2.1.3 Europe IT & Telecom Market by Country
  - 8.2.1.4 Europe Automotive Market by Country
  - 8.2.1.5 Europe Media & Entertainment Market by Country
  - 8.2.1.6 Europe Energy & Power Market by Country
  - 8.2.1.7 Europe Transportation & Logistics Market by Country
  - 8.2.1.8 Europe Government & Defense Market by Country
  - 8.2.1.9 Europe Manufacturing Market by Country
  - 8.2.1.10 Europe Others Market by Country
- 8.2.2 Europe Embedded AI Market by Data Type
  - 8.2.2.1 Europe Numeric Data Market by Country
  - 8.2.2.2 Europe Sensor Data Market by Country
  - 8.2.2.3 Europe Image & Video Data Market by Country
  - 8.2.2.4 Europe Categorical Data Market by Country
  - 8.2.2.5 Europe Others Market by Country
- 8.2.3 Europe Embedded AI Market by Offering
  - 8.2.3.1 Europe Hardware Market by Country
  - 8.2.3.2 Europe Embedded AI Market by Hardware Type
    - 8.2.3.2.1 Europe Processors Market by Country
    - 8.2.3.2.2 Europe Memory Units Market by Country
    - 8.2.3.2.3 Europe AI Accelerators Market by Country
    - 8.2.3.2.4 Europe Others Market by Country
  - 8.2.3.3 Europe Software Market by Country
  - 8.2.3.4 Europe Embedded AI Market by Software Type
    - 8.2.3.4.1 Europe Edge Computing Platforms Market by Country
    - 8.2.3.4.2 Europe AI & ML Framework Market by Country
    - 8.2.3.4.3 Europe AI Middleware & Others Market by Country
  - 8.2.3.5 Europe Services Market by Country
- 8.2.4 Europe Embedded AI Market by Country
  - 8.2.4.1 Germany Embedded AI Market
    - 8.2.4.1.1 Germany Embedded AI Market by Vertical
    - 8.2.4.1.2 Germany Embedded AI Market by Data Type
    - 8.2.4.1.3 Germany Embedded AI Market by Offering
  - 8.2.4.2 UK Embedded AI Market
    - 8.2.4.2.1 UK Embedded AI Market by Vertical
    - 8.2.4.2.2 UK Embedded AI Market by Data Type
    - 8.2.4.2.3 UK Embedded AI Market by Offering
  - 8.2.4.3 France Embedded AI Market
    - 8.2.4.3.1 France Embedded AI Market by Vertical
    - 8.2.4.3.2 France Embedded AI Market by Data Type
    - 8.2.4.3.3 France Embedded AI Market by Offering
  - 8.2.4.4 Russia Embedded AI Market
    - 8.2.4.4.1 Russia Embedded AI Market by Vertical
    - 8.2.4.4.2 Russia Embedded AI Market by Data Type
    - 8.2.4.4.3 Russia Embedded AI Market by Offering
  - 8.2.4.5 Spain Embedded AI Market
    - 8.2.4.5.1 Spain Embedded AI Market by Vertical
    - 8.2.4.5.2 Spain Embedded AI Market by Data Type
    - 8.2.4.5.3 Spain Embedded AI Market by Offering
  - 8.2.4.6 Italy Embedded AI Market
    - 8.2.4.6.1 Italy Embedded AI Market by Vertical
    - 8.2.4.6.2 Italy Embedded AI Market by Data Type
    - 8.2.4.6.3 Italy Embedded AI Market by Offering
  - 8.2.4.7 Rest of Europe Embedded AI Market
    - 8.2.4.7.1 Rest of Europe Embedded AI Market by Vertical
    - 8.2.4.7.2 Rest of Europe Embedded AI Market by Data Type
    - 8.2.4.7.3 Rest of Europe Embedded AI Market by Offering
8.3 Asia Pacific Embedded AI Market
- 8.3.1 Asia Pacific Embedded AI Market by Vertical
  - 8.3.1.1 Asia Pacific BFSI Market by Country
  - 8.3.1.2 Asia Pacific Healthcare & Lifesciences Market by Country
  - 8.3.1.3 Asia Pacific IT & Telecom Market by Country
  - 8.3.1.4 Asia Pacific Automotive Market by Country
  - 8.3.1.5 Asia Pacific Media & Entertainment Market by Country
  - 8.3.1.6 Asia Pacific Energy & Power Market by Country
  - 8.3.1.7 Asia Pacific Transportation & Logistics Market by Country
  - 8.3.1.8 Asia Pacific Government & Defense Market by Country
  - 8.3.1.9 Asia Pacific Manufacturing Market by Country
  - 8.3.1.10 Asia Pacific Others Market by Country
- 8.3.2 Asia Pacific Embedded AI Market by Data Type
  - 8.3.2.1 Asia Pacific Numeric Data Market by Country
  - 8.3.2.2 Asia Pacific Sensor Data Market by Country
  - 8.3.2.3 Asia Pacific Image & Video Data Market by Country
  - 8.3.2.4 Asia Pacific Categorical Data Market by Country
  - 8.3.2.5 Asia Pacific Others Market by Country
- 8.3.3 Asia Pacific Embedded AI Market by Offering
  - 8.3.3.1 Asia Pacific Hardware Market by Country
  - 8.3.3.2 Asia Pacific Embedded AI Market by Hardware Type
    - 8.3.3.2.1 Asia Pacific Processors Market by Country
    - 8.3.3.2.2 Asia Pacific Memory Units Market by Country
    - 8.3.3.2.3 Asia Pacific AI Accelerators Market by Country
    - 8.3.3.2.4 Asia Pacific Others Market by Country
  - 8.3.3.3 Asia Pacific Software Market by Country
  - 8.3.3.4 Asia Pacific Embedded AI Market by Software Type
    - 8.3.3.4.1 Asia Pacific Edge Computing Platforms Market by Country
    - 8.3.3.4.2 Asia Pacific AI & ML Framework Market by Country
    - 8.3.3.4.3 Asia Pacific AI Middleware & Others Market by Country
  - 8.3.3.5 Asia Pacific Services Market by Country
- 8.3.4 Asia Pacific Embedded AI Market by Country
  - 8.3.4.1 China Embedded AI Market
    - 8.3.4.1.1 China Embedded AI Market by Vertical
    - 8.3.4.1.2 China Embedded AI Market by Data Type
    - 8.3.4.1.3 China Embedded AI Market by Offering
  - 8.3.4.2 Japan Embedded AI Market
    - 8.3.4.2.1 Japan Embedded AI Market by Vertical
    - 8.3.4.2.2 Japan Embedded AI Market by Data Type
    - 8.3.4.2.3 Japan Embedded AI Market by Offering
  - 8.3.4.3 India Embedded AI Market
    - 8.3.4.3.1 India Embedded AI Market by Vertical
    - 8.3.4.3.2 India Embedded AI Market by Data Type
    - 8.3.4.3.3 India Embedded AI Market by Offering
  - 8.3.4.4 South Korea Embedded AI Market
    - 8.3.4.4.1 South Korea Embedded AI Market by Vertical
    - 8.3.4.4.2 South Korea Embedded AI Market by Data Type
    - 8.3.4.4.3 South Korea Embedded AI Market by Offering
  - 8.3.4.5 Singapore Embedded AI Market
    - 8.3.4.5.1 Singapore Embedded AI Market by Vertical
    - 8.3.4.5.2 Singapore Embedded AI Market by Data Type
    - 8.3.4.5.3 Singapore Embedded AI Market by Offering
  - 8.3.4.6 Malaysia Embedded AI Market
    - 8.3.4.6.1 Malaysia Embedded AI Market by Vertical
    - 8.3.4.6.2 Malaysia Embedded AI Market by Data Type
    - 8.3.4.6.3 Malaysia Embedded AI Market by Offering
  - 8.3.4.7 Rest of Asia Pacific Embedded AI Market
    - 8.3.4.7.1 Rest of Asia Pacific Embedded AI Market by Vertical
    - 8.3.4.7.2 Rest of Asia Pacific Embedded AI Market by Data Type
    - 8.3.4.7.3 Rest of Asia Pacific Embedded AI Market by Offering
8.4 LAMEA Embedded AI Market
- 8.4.1 LAMEA Embedded AI Market by Vertical
  - 8.4.1.1 LAMEA BFSI Market by Country
  - 8.4.1.2 LAMEA Healthcare & Lifesciences Market by Country
  - 8.4.1.3 LAMEA IT & Telecom Market by Country
  - 8.4.1.4 LAMEA Automotive Market by Country
  - 8.4.1.5 LAMEA Media & Entertainment Market by Country
  - 8.4.1.6 LAMEA Energy & Power Market by Country
  - 8.4.1.7 LAMEA Transportation & Logistics Market by Country
  - 8.4.1.8 LAMEA Government & Defense Market by Country
  - 8.4.1.9 LAMEA Manufacturing Market by Country
  - 8.4.1.10 LAMEA Others Market by Country
- 8.4.2 LAMEA Embedded AI Market by Data Type
  - 8.4.2.1 LAMEA Numeric Data Market by Country
  - 8.4.2.2 LAMEA Sensor Data Market by Country
  - 8.4.2.3 LAMEA Image & Video Data Market by Country
  - 8.4.2.4 LAMEA Categorical Data Market by Country
  - 8.4.2.5 LAMEA Others Market by Country
- 8.4.3 LAMEA Embedded AI Market by Offering
  - 8.4.3.1 LAMEA Hardware Market by Country
  - 8.4.3.2 LAMEA Embedded AI Market by Hardware Type
    - 8.4.3.2.1 LAMEA Processors Market by Country
    - 8.4.3.2.2 LAMEA Memory Units Market by Country
    - 8.4.3.2.3 LAMEA AI Accelerators Market by Country
    - 8.4.3.2.4 LAMEA Others Market by Country
  - 8.4.3.3 LAMEA Software Market by Country
  - 8.4.3.4 LAMEA Embedded AI Market by Software Type
    - 8.4.3.4.1 LAMEA Edge Computing Platforms Market by Country
    - 8.4.3.4.2 LAMEA AI & ML Framework Market by Country
    - 8.4.3.4.3 LAMEA AI Middleware & Others Market by Country
  - 8.4.3.5 LAMEA Services Market by Country
- 8.4.4 LAMEA Embedded AI Market by Country
  - 8.4.4.1 Brazil Embedded AI Market
    - 8.4.4.1.1 Brazil Embedded AI Market by Vertical
    - 8.4.4.1.2 Brazil Embedded AI Market by Data Type
    - 8.4.4.1.3 Brazil Embedded AI Market by Offering
  - 8.4.4.2 Argentina Embedded AI Market
    - 8.4.4.2.1 Argentina Embedded AI Market by Vertical
    - 8.4.4.2.2 Argentina Embedded AI Market by Data Type
    - 8.4.4.2.3 Argentina Embedded AI Market by Offering
  - 8.4.4.3 UAE Embedded AI Market
    - 8.4.4.3.1 UAE Embedded AI Market by Vertical
    - 8.4.4.3.2 UAE Embedded AI Market by Data Type
    - 8.4.4.3.3 UAE Embedded AI Market by Offering
  - 8.4.4.4 Saudi Arabia Embedded AI Market
    - 8.4.4.4.1 Saudi Arabia Embedded AI Market by Vertical
    - 8.4.4.4.2 Saudi Arabia Embedded AI Market by Data Type
    - 8.4.4.4.3 Saudi Arabia Embedded AI Market by Offering
  - 8.4.4.5 South Africa Embedded AI Market
    - 8.4.4.5.1 South Africa Embedded AI Market by Vertical
    - 8.4.4.5.2 South Africa Embedded AI Market by Data Type
    - 8.4.4.5.3 South Africa Embedded AI Market by Offering
  - 8.4.4.6 Nigeria Embedded AI Market
    - 8.4.4.6.1 Nigeria Embedded AI Market by Vertical
    - 8.4.4.6.2 Nigeria Embedded AI Market by Data Type
    - 8.4.4.6.3 Nigeria Embedded AI Market by Offering
  - 8.4.4.7 Rest of LAMEA Embedded AI Market
    - 8.4.4.7.1 Rest of LAMEA Embedded AI Market by Vertical
    - 8.4.4.7.2 Rest of LAMEA Embedded AI Market by Data Type
    - 8.4.4.7.3 Rest of LAMEA Embedded AI Market by Offering

Chapter 9. Company Profiles

9.1 Google LLC (Alphabet Inc.)
- 9.1.1 Company Overview
- 9.1.2 Financial Analysis
- 9.1.3 Segmental and Regional Analysis
- 9.1.4 Research & Development Expense
- 9.1.5 Recent strategies and developments:
  - 9.1.5.1 Partnerships, Collaborations, and Agreements:
  - 9.1.5.2 Acquisition and Mergers:
- 9.1.6 SWOT Analysis
9.2 IBM Corporation
- 9.2.1 Company Overview
- 9.2.2 Financial Analysis
- 9.2.3 Regional & Segmental Analysis
- 9.2.4 Research & Development Expenses
- 9.2.5 Recent strategies and developments:
  - 9.2.5.1 Partnerships, Collaborations, and Agreements:
  - 9.2.5.2 Acquisition and Mergers:
- 9.2.6 SWOT Analysis
9.3 Microsoft Corporation
- 9.3.1 Company Overview
- 9.3.2 Financial Analysis
- 9.3.3 Segmental and Regional Analysis
- 9.3.4 Research & Development Expenses
- 9.3.5 Recent strategies and developments:
  - 9.3.5.1 Partnerships, Collaborations, and Agreements:
  - 9.3.5.2 Acquisition and Mergers:
- 9.3.6 SWOT Analysis
9.4 Amazon Web Services, Inc. (Amazon.com, Inc.)
- 9.4.1 Company Overview
- 9.4.2 Financial Analysis
- 9.4.3 Segmental Analysis
- 9.4.4 Recent strategies and developments:
  - 9.4.4.1 Partnerships, Collaborations, and Agreements:
- 9.4.5 SWOT Analysis
9.5 NVIDIA Corporation
- 9.5.1 Company Overview
- 9.5.2 Financial Analysis
- 9.5.3 Segmental and Regional Analysis
- 9.5.4 Research & Development Expenses
- 9.5.5 Recent strategies and developments:
  - 9.5.5.1 Partnerships, Collaborations, and Agreements:
  - 9.5.5.2 Product Launches and Product Expansions:
- 9.5.6 SWOT Analysis
9.6 Intel Corporation
- 9.6.1 Company Overview
- 9.6.2 Financial Analysis
- 9.6.3 Segmental and Regional Analysis
- 9.6.4 Research & Development Expenses
- 9.6.5 Recent strategies and developments:
  - 9.6.5.1 Partnerships, Collaborations, and Agreements:
- 9.6.6 SWOT Analysis
9.7 Qualcomm, Inc.
- 9.7.1 Company Overview
- 9.7.2 Financial Analysis
- 9.7.3 Segmental and Regional Analysis
- 9.7.4 Research & Development Expense
- 9.7.5 Recent strategies and developments:
  - 9.7.5.1 Partnerships, Collaborations, and Agreements:
  - 9.7.5.2 Product Launches and Product Expansions:
- 9.7.6 SWOT Analysis
9.9 Siemens AG
- 9.9.1 Company Overview
- 9.9.2 Financial Analysis
- 9.9.3 Segmental and Regional Analysis
- 9.9.4 Research & Development Expense
- 9.9.5 Recent strategies and developments:
  - 9.9.5.1 Partnerships, Collaborations, and Agreements:
  - 9.9.5.2 Acquisition and Mergers:
- 9.9.6 SWOT Analysis
9.10. Oracle Corporation
- 9.10.1 Company Overview
- 9.10.2 Financial Analysis
- 9.10.3 Segmental and Regional Analysis
- 9.10.4 Research & Development Expense
- 9.10.5 Recent strategies and developments:
  - 9.10.5.1 Partnerships, Collaborations, and Agreements:
  - 9.10.5.2 Acquisition and Mergers:
- 9.10.6 SWOT Analysis

組み込みAIの世界市場規模、シェア、産業動向分析レポート：業種別、データタイプ別（数値データ、センサーデータ、画像・映像データ、カテゴリーデータ、その他）、オファリング別、地域別展望・予測：2023年～2030年

Global Embedded AI Market Size, Share & Industry Trends Analysis Report By Vertical, By Data Type (Numeric Data, Sensor Data, Image & Video Data, Categorical Data, and Others), By Offering, By Regional Outlook and Forecast, 2023 - 2030

目次

第1章市場範囲と調査手法

第2章市場の概要

第3章市場概要

第4章競合分析- 世界

第5章世界の組み込みAI市場：業種別

第6章世界の組み込みAI市場：データタイプ別

第7章世界の組み込みAI市場：オファリング別

第8章世界の組み込みAI市場：地域別

第9章企業プロファイル

第10章組み込みAI市場の獲得必須事項

LIST OF TABLES

Scope of the Study

Table of Contents

Chapter 1. Market Scope & Methodology

Chapter 2. Market At a Glance

Chapter 3. Market Overview

Chapter 4. Competition Analysis - Global

Chapter 5. Global Embedded AI Market by Vertical

Chapter 6. Global Embedded AI Market by Data Type

Chapter 7. Global Embedded AI Market by Offering

Chapter 8. Global Embedded AI Market by Region

Chapter 9. Company Profiles

Chapter 10. Winning Imperative for Embedded AI Market

組み込みAIの世界市場規模、シェア、産業動向分析レポート：業種別、データタイプ別（数値データ、センサーデータ、画像・映像データ、カテゴリーデータ、その他）、オファリング別、地域別展望・予測：2023年～2030年

Global Embedded AI Market Size, Share & Industry Trends Analysis Report By Vertical, By Data Type (Numeric Data, Sensor Data, Image & Video Data, Categorical Data, and Others), By Offering, By Regional Outlook and Forecast, 2023 - 2030

目次

第1章 市場範囲と調査手法

第2章 市場の概要

第3章 市場概要

第4章 競合分析- 世界

第5章 世界の組み込みAI市場：業種別

第6章 世界の組み込みAI市場：データタイプ別

第7章 世界の組み込みAI市場：オファリング別

第8章 世界の組み込みAI市場：地域別

第9章 企業プロファイル

第10章 組み込みAI市場の獲得必須事項

LIST OF TABLES

Scope of the Study

Table of Contents

Chapter 1. Market Scope & Methodology

Chapter 2. Market At a Glance

Chapter 3. Market Overview

Chapter 4. Competition Analysis - Global

Chapter 5. Global Embedded AI Market by Vertical

Chapter 6. Global Embedded AI Market by Data Type

Chapter 7. Global Embedded AI Market by Offering

Chapter 8. Global Embedded AI Market by Region

Chapter 9. Company Profiles

Chapter 10. Winning Imperative for Embedded AI Market

第1章市場範囲と調査手法

第2章市場の概要

第3章市場概要

第4章競合分析- 世界

第5章世界の組み込みAI市場：業種別

第6章世界の組み込みAI市場：データタイプ別

第7章世界の組み込みAI市場：オファリング別

第8章世界の組み込みAI市場：地域別

第9章企業プロファイル

第10章組み込みAI市場の獲得必須事項