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エッジAIソフトウェアの世界市場：市場規模・シェア・動向分析 (データの種類別・提供内容別・業種別・地域別)、セグメント別予測 (2025年～2030年)

Edge AI Software Market Size, Share & Trends Analysis Report By Data Type (Audio Data, Mobile Data, Sensor Data, Biometric Data, Speech Recognition), By Offering, By Vertical, By Region, And Segment Forecasts, 2025 - 2030

出版日
ページ情報
英文 100 Pages
納期
2～10営業日
カスタマイズ可能
価格
価格表記: USDを日本円(税抜)に換算
本日の銀行送金レート: 1USD=145.06円
エッジAIソフトウェアの世界市場：市場規模・シェア・動向分析 (データの種類別・提供内容別・業種別・地域別)、セグメント別予測 (2025年～2030年)
出版日: 2025年04月23日
発行: Grand View Research
ページ情報: 英文 100 Pages
納期: 2～10営業日
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  • 概要
  • 図表
  • 目次
概要

エッジAIソフトウェアの市場規模・動向：

世界のエッジAIソフトウェアの市場規模は、2024年に19億5,000万米ドルと推計され、2025年から2030年にかけてCAGR 29.2％で拡大すると予測されます。

モノのインターネット（IoT）デバイスの普及、リアルタイムの意思決定に対する需要の増加、人工知能（AI）と機械学習の進歩、5Gネットワークの拡大など、数多くの要因が主に市場成長に寄与しています。さらに、エッジデバイスでローカルにデータを処理することで、企業は厳格なデータプライバシー規制を遵守し、機密データを集中型クラウドサーバーに送信することに伴うセキュリティリスクを回避することができます。これは特に医療、金融、政府分野で不可欠です。そのため、市場の成長率は高いです。

エッジAIシステムはエネルギー効率に優れた設計となっており、ドローン、センサー、ウェアラブルなど、さまざまなバッテリー駆動デバイスに不可欠です。このため、さまざまな分野でエッジAIソリューションをスケーラブルに展開できます。さらに、エッジでAI処理を行うことで、企業はクラウドへのデータ送信に関連するコストを大幅に削減できます。また、待ち時間も減少するため、エッジAIはロボット工学やスマート製造など、迅速な応答時間を必要とするアプリケーションに適しています。さらに、自律走行車、ドローン、ロボットの台頭により、クラウドベースのシステムに依存することなく、物体認識、ナビゲーション、意思決定などのさまざまなタスクのために、エッジでのリアルタイムAI処理が必要とされています。

インダストリー4.0とスマート・マニュファクチャリングへの取り組みにより、生産ラインの監視と最適化、機器の故障予測、リアルタイムでの品質管理を実現するエッジAIソフトウェアの需要が高まっています。AIと機械学習アルゴリズムの開発により、複雑なモデルを限られたコンピューティングリソースのエッジデバイスで効率的に実行できるようになりました。この改善により、エッジAIの応用範囲はさまざまな業界に広がっています。これらの促進要因は総体的に、複数の業界と地域における市場の採用と成長の加速に寄与しています。

目次

第1章 分析方法・範囲

第2章 エグゼクティブサマリー

第3章 エッジAIソフトウェア市場：変動要因・傾向・範囲

  • 市場概要/連関の見通し
  • 市場規模と成長見通し
  • 業界バリューチェーン分析
  • 市場力学
    • 市場促進要因の分析
    • 市場抑制要因の分析
    • 業界の機会
    • 業界の課題
  • エッジAIソフトウェア市場：分析ツール
    • ポーターのファイブフォース分析
    • PESTEL分析

第4章 エッジAIソフトウェア市場：提供内容別の推定・動向分析

  • セグメントダッシュボード
  • エッジAIソフトウェア市場：動向分析、提供内容別（2024年・2030年）
  • ソリューション
  • サービス

第5章 エッジAIソフトウェア市場：データの種類別の推定・動向分析

  • セグメントダッシュボード
  • エッジAIソフトウェア市場：動向分析、データの種類別（2024年・2030年）
  • オーディオデータ
  • モバイルデータ
  • センサーデータ
  • 生体認証データ
  • 音声認識
  • 動画・画像認識
  • その他

第6章 エッジAIソフトウェア市場：業種別の推定・動向分析

  • セグメントダッシュボード
  • エッジAIソフトウェア市場：動向分析、業種別（2024年・2030年）
  • BFSI
  • 政府・公共部門
  • 医療・ライフサイエンス
  • IT・通信
  • エネルギー・ユーティリティ
  • 製造業
  • 自動車
  • その他

第7章 エッジAIソフトウェア市場：地域別の推定・動向分析

  • エッジAIソフトウェアの市場シェア：地域別（2024年・2030年）
  • 北米
    • 提供内容別（2017～2030年）
    • データの種類別（2017～2030年）
    • 業種別（2017～2030年）
    • 米国
    • カナダ
    • メキシコ
  • 欧州
    • 提供内容別（2017～2030年）
    • データの種類別（2017～2030年）
    • 業種別（2017～2030年）
    • 英国
    • ドイツ
    • フランス
  • アジア太平洋
    • 提供内容別（2017～2030年）
    • データの種類別（2017～2030年）
    • 業種別（2017～2030年）
    • 中国
    • 日本
    • インド
    • オーストラリア
    • 韓国
  • ラテンアメリカ
    • 提供内容別（2017～2030年）
    • データの種類別（2017～2030年）
    • 業種別（2017～2030年）
    • ブラジル
  • 中東・アフリカ
    • 提供内容別（2017～2030年）
    • データの種類別（2017～2030年）
    • 業種別（2017～2030年）
    • アラブ首長国連邦
    • 南アフリカ
    • サウジアラビア

第8章 競合情勢

  • 最近の動向と影響分析：主要市場参入企業別
  • 企業分類
  • 企業の市場ポジショニング
  • 企業の市場シェア分析
  • 企業ヒートマップ分析
  • 戦略マッピング
    • 拡大
    • 企業合併・買収 (M&A)
    • パートナーシップ・コラボレーション
    • 新製品の発売
    • 研究開発
  • 企業プロファイル
    • Amazon Web Services
    • Edge Impulse Inc.
    • Google
    • IBM Corporation
    • Intel Corporation
    • Kyndryl Inc.
    • Microsoft
    • NVIDIA Corporation
    • Qualcomm Technologies, Inc.
    • Siemens
図表

List of Tables

  • Table 1 Embedded software - industry snapshot & key buying criteria, 2017 - 2030
  • Table 2 Global Edge AI software market, 2017 - 2030 (USD Million)
  • Table 3 Global Edge AI software market estimates and forecast by offering, 2017 - 2030 (USD Million)
  • Table 4 Global Edge AI software market estimates and forecast by data type, 2017 - 2030 (USD Million)
  • Table 5 Global Edge AI software market estimates and forecast by vertical, 2017 - 2030 (USD Million)
  • Table 6 Global Edge AI software market estimates and forecasts by region, 2017 - 2030 (USD Million)
  • Table 7 Edge AI software market estimates and forecast by offering, 2017 - 2030 (USD Million)
  • Table 8 Edge AI software market estimates and forecast by solutions, 2017 - 2030 (USD Million)
  • Table 9 Edge AI software market estimates and forecast by services, 2017 - 2030 (USD Million)
  • Table 10 Edge AI software market estimates and forecast by data type, 2017 - 2030 (USD Million)
  • Table 11 Edge AI software market estimates and forecast by audio data, 2017 - 2030 (USD Million)
  • Table 12 Edge AI software market estimates and forecast by mobile data, 2017 - 2030 (USD Million)
  • Table 13 Edge AI software market estimates and forecast by sensor data, 2017 - 2030 (USD Million)
  • Table 14 Edge AI software market estimates and forecast by biometric data, 2017 - 2030 (USD Million)
  • Table 15 Edge AI software market estimates and forecast by speech recognition, 2017 - 2030 (USD Million)
  • Table 16 Edge AI software market estimates and forecast by video and image recognition, 2017 - 2030 (USD Million)
  • Table 17 Edge AI software market estimates and forecast by others, 2017 - 2030 (USD Million)
  • Table 18 Edge AI software market estimates and forecast by vertical, 2017 - 2030 (USD Million)
  • Table 19 Edge AI software market estimates and forecast by BFSI, 2017 - 2030 (USD Million)
  • Table 20 Edge AI software market estimates and forecast by government and public sector, 2017 - 2030 (USD Million)
  • Table 21 Edge AI software market estimates and forecast by healthcare & life sciences, 2017 - 2030 (USD Million)
  • Table 22 Edge AI software market estimates and forecast by IT & telecommunications, 2017 - 2030 (USD Million)
  • Table 23 Edge AI software market estimates and forecast by energy & utilities, 2017 - 2030 (USD Million)
  • Table 24 Edge AI software market estimates and forecast by manufacturing, 2017 - 2030 (USD Million)
  • Table 25 Edge AI software market estimates and forecast by automotive, 2017 - 2030 (USD Million)
  • Table 26 Edge AI software market estimates and forecast by others, 2017 - 2030 (USD Million)
  • Table 27 North America Edge AI software market estimates and forecast, 2017 - 2030 (USD Million)
  • Table 28 North America Edge AI software market estimates and forecasts, by offering, 2017 - 2030 (USD Million)
  • Table 29 North America Edge AI software market estimates and forecasts, by data type, 2017 - 2030 (USD Million)
  • Table 30 North America Edge AI software market estimates and forecasts, by vertical, 2017 - 2030 (USD Million)
  • Table 31 U.S. Edge AI software market estimates and forecast, 2017 - 2030 (USD Million)
  • Table 32 U.S. Edge AI software market estimates and forecasts, by offering, 2017 - 2030 (USD Million)
  • Table 33 U.S. Edge AI software market estimates and forecasts, by data type, 2017 - 2030 (USD Million)
  • Table 34 U.S. Edge AI software market estimates and forecasts, by vertical, 2017 - 2030 (USD Million)
  • Table 35 Canada Edge AI software market estimates and forecast, 2017 - 2030 (USD Million)
  • Table 36 Canada Edge AI software market estimates and forecasts, by offering, 2017 - 2030 (USD Million)
  • Table 37 Canada Edge AI software market estimates and forecasts, by data type, 2017 - 2030 (USD Million)
  • Table 38 Canada Edge AI software market estimates and forecasts, by vertical, 2017 - 2030 (USD Million)
  • Table 39 Mexico Edge AI software market estimates and forecast, 2017 - 2030 (USD Million)
  • Table 40 Mexico Edge AI software market estimates and forecasts, by offering, 2017 - 2030 (USD Million)
  • Table 41 Mexico Edge AI software market estimates and forecasts, by data type, 2017 - 2030 (USD Million)
  • Table 42 Mexico Edge AI software market estimates and forecasts, by vertical, 2017 - 2030 (USD Million)
  • Table 43 Europe Edge AI software market estimates and forecast, 2017 - 2030 (USD Million)
  • Table 44 Europe Edge AI software market estimates and forecasts, by offering, 2017 - 2030 (USD Million)
  • Table 45 Europe Edge AI software market estimates and forecasts, by data type, 2017 - 2030 (USD Million)
  • Table 46 Europe Edge AI software market estimates and forecasts, by vertical, 2017 - 2030 (USD Million)
  • Table 47 UK Edge AI software market estimates and forecast, 2017 - 2030 (USD Million)
  • Table 48 UK Edge AI software market estimates and forecasts, by offering, 2017 - 2030 (USD Million)
  • Table 49 UK Edge AI software market estimates and forecasts, by data type, 2017 - 2030 (USD Million)
  • Table 50 UK Edge AI software market estimates and forecasts, by vertical, 2017 - 2030 (USD Million)
  • Table 51 Germany Edge AI software market estimates and forecast, 2017 - 2030 (USD Million)
  • Table 52 Germany Edge AI software market estimates and forecasts, by offering, 2017 - 2030 (USD Million)
  • Table 53 Germany Edge AI software market estimates and forecasts, by data type, 2017 - 2030 (USD Million)
  • Table 54 Germany Edge AI software market estimates and forecasts, by vertical, 2017 - 2030 (USD Million)
  • Table 55 France Edge AI software market estimates and forecast, 2017 - 2030 (USD Million)
  • Table 56 France Edge AI software market estimates and forecasts, by offering, 2017 - 2030 (USD Million)
  • Table 57 France Edge AI software market estimates and forecasts, by data type, 2017 - 2030 (USD Million)
  • Table 58 France Edge AI software market estimates and forecasts, by vertical, 2017 - 2030 (USD Million)
  • Table 59 Asia Pacific Edge AI software market estimates and forecast, 2017 - 2030 (USD Million)
  • Table 60 Asia Pacific Edge AI software market estimates and forecasts, by offering, 2017 - 2030 (USD Million)
  • Table 61 Asia Pacific Edge AI software market estimates and forecasts, by data type, 2017 - 2030 (USD Million)
  • Table 62 Asia Pacific Edge AI software market estimates and forecasts, by vertical, 2017 - 2030 (USD Million)
  • Table 63 China Edge AI software market estimates and forecast, 2017 - 2030 (USD Million)
  • Table 64 China Edge AI software market estimates and forecasts, by offering, 2017 - 2030 (USD Million)
  • Table 65 China Edge AI software market estimates and forecasts, by data type, 2017 - 2030 (USD Million)
  • Table 66 China Edge AI software market estimates and forecasts, by vertical, 2017 - 2030 (USD Million)
  • Table 67 India Edge AI software market estimates and forecast, 2017 - 2030 (USD Million)
  • Table 68 India Edge AI software market estimates and forecasts, by offering, 2017 - 2030 (USD Million)
  • Table 69 India Edge AI software market estimates and forecasts, by data type, 2017 - 2030 (USD Million)
  • Table 70 India Edge AI software market estimates and forecasts, by vertical, 2017 - 2030 (USD Million)
  • Table 71 Japan Edge AI software market estimates and forecast, 2017 - 2030 (USD Million)
  • Table 72 Japan Edge AI software market estimates and forecasts, by offering, 2017 - 2030 (USD Million)
  • Table 73 Japan Edge AI software market estimates and forecasts, by data type, 2017 - 2030 (USD Million)
  • Table 74 Japan Edge AI software market estimates and forecasts, by vertical, 2017 - 2030 (USD Million)
  • Table 75 South Korea Edge AI software market estimates and forecast, 2017 - 2030 (USD Million)
  • Table 76 South Korea Edge AI software market estimates and forecasts, by offering, 2017 - 2030 (USD Million)
  • Table 77 South Korea Edge AI software market estimates and forecasts, by data type, 2017 - 2030 (USD Million)
  • Table 78 South Korea Edge AI software market estimates and forecasts, by vertical, 2017 - 2030 (USD Million)
  • Table 79 Australia Edge AI software market estimates and forecast, 2017 - 2030 (USD Million)
  • Table 80 Australia Edge AI software market estimates and forecasts, by offering, 2017 - 2030 (USD Million)
  • Table 81 Australia Edge AI software market estimates and forecasts, by data type, 2017 - 2030 (USD Million)
  • Table 82 Australia Edge AI software market estimates and forecasts, by vertical, 2017 - 2030 (USD Million)
  • Table 83 Latin America Edge AI software market estimates and forecast, 2017 - 2030 (USD Million)
  • Table 84 Latin America Edge AI software market estimates and forecasts, by offering, 2017 - 2030 (USD Million)
  • Table 85 Latin America Edge AI software market estimates and forecasts, by data type, 2017 - 2030 (USD Million)
  • Table 86 Latin America Edge AI software market estimates and forecasts, by vertical, 2017 - 2030 (USD Million)
  • Table 87 Brazil Edge AI software market estimates and forecast, 2017 - 2030 (USD Million)
  • Table 88 Brazil Edge AI software market estimates and forecasts, by offering, 2017 - 2030 (USD Million)
  • Table 89 Brazil Edge AI software market estimates and forecasts, by data type, 2017 - 2030 (USD Million)
  • Table 90 Brazil Edge AI software market estimates and forecasts, by vertical, 2017 - 2030 (USD Million)
  • Table 91 Middle East & Africa Edge AI software market estimates and forecast, 2017 - 2030 (USD Million)
  • Table 92 Middle East & Africa Edge AI software market estimates and forecasts, by offering, 2017 - 2030 (USD Million)
  • Table 93 Middle East & Africa Edge AI software market estimates and forecasts, by data type, 2017 - 2030 (USD Million)
  • Table 94 Middle East & Africa Edge AI software market estimates and forecasts, by vertical, 2017 - 2030 (USD Million)
  • Table 95 UAE Edge AI software market estimates and forecast, 2017 - 2030 (USD Million)
  • Table 96 UAE Edge AI software market estimates and forecasts, by offering, 2017 - 2030 (USD Million)
  • Table 97 UAE Edge AI software market estimates and forecasts, by data type, 2017 - 2030 (USD Million)
  • Table 98 UAE Edge AI software market estimates and forecasts, by vertical, 2017 - 2030 (USD Million)
  • Table 99 South Africa Edge AI software market estimates and forecast, 2017 - 2030 (USD Million)
  • Table 100 South Africa Edge AI software market estimates and forecasts, by offering, 2017 - 2030 (USD Million)
  • Table 101 South Africa Edge AI software market estimates and forecasts, by data type, 2017 - 2030 (USD Million)
  • Table 102 South Africa Edge AI software market estimates and forecasts, by vertical, 2017 - 2030 (USD Million)
  • Table 103 KSA Edge AI software market estimates and forecast, 2017 - 2030 (USD Million)
  • Table 104 KSA Edge AI software market estimates and forecasts, by offering, 2017 - 2030 (USD Million)
  • Table 105 KSA Edge AI software market estimates and forecasts, by data type, 2017 - 2030 (USD Million)
  • Table 106 KSA Edge AI software market estimates and forecasts, by vertical, 2017 - 2030 (USD Million)

List of Figures

  • Fig. 1 Edge AI Software Market Segmentation
  • Fig. 2 Technology landscape
  • Fig. 3 Information Procurement
  • Fig. 4 Data Analysis Models
  • Fig. 5 Market Formulation and Validation
  • Fig. 6 Data Validating & Publishing
  • Fig. 7 Market Snapshot
  • Fig. 8 Segment Snapshot (1/2)
  • Fig. 9 Segment Snapshot (2/2)
  • Fig. 10 Competitive Landscape Snapshot
  • Fig. 11 Edge AI Software - Market Size and Growth Prospects (USD Million)
  • Fig. 12 Edge AI Software Market: Industry Value Chain Analysis
  • Fig. 13 Edge AI Software Market: Market Dynamics
  • Fig. 14 Edge AI Software Market: PORTER's Analysis
  • Fig. 15 Edge AI Software Market: PESTEL Analysis
  • Fig. 16 Edge AI Software Market Share by Offering, 2024 & 2030 (USD Million)
  • Fig. 17 Edge AI Software Market, by Offering: Key Takeaways
  • Fig. 18 Edge AI Software Market, by Offering: Market Share, 2024 & 2030
  • Fig. 19 Solutions Market Estimates & Forecasts, 2017 - 2030 (USD Million)
  • Fig. 20 Services Market Estimates & Forecasts, 2017 - 2030 (USD Million)
  • Fig. 21 Edge AI Software Market Share by Data Type, 2024 & 2030 (USD Million)
  • Fig. 22 Edge AI Software Market, by Data Type: Key Takeaways
  • Fig. 23 Edge AI Software Market, by Data Type: Market Share, 2024 & 2030
  • Fig. 24 Audio Data Market Estimates & Forecasts, 2017 - 2030 (USD Million)
  • Fig. 25 Mobile Data Market Estimates & Forecasts, 2017 - 2030 (USD Million)
  • Fig. 26 Sensor Data Market Estimates & Forecasts, 2017 - 2030 (USD Million)
  • Fig. 27 Biometric Data Market Estimates & Forecasts, 2017 - 2030 (USD Million)
  • Fig. 28 Speech Recognition Market Estimates & Forecasts, 2017 - 2030 (USD Million)
  • Fig. 29 Video and Image Recognition Market Estimates & Forecasts, 2017 - 2030 (USD Million)
  • Fig. 30 Others Market Estimates & Forecasts, 2017 - 2030 (USD Million)
  • Fig. 31 Edge AI Software Market Share by Vertical, 2024 & 2030 (USD Million)
  • Fig. 32 Edge AI Software Market, by Vertical: Key Takeaways
  • Fig. 33 Edge AI Software Market, by Vertical: Market Share, 2024 & 2030
  • Fig. 34 BFSI Market Estimates & Forecasts, 2017 - 2030 (USD Million)
  • Fig. 35 Government & Public sector Market Estimates & Forecasts, 2017 - 2030 (USD Million)
  • Fig. 36 Healthcare & Life Sciences Market Estimates & Forecasts, 2017 - 2030 (USD Million)
  • Fig. 37 IT & Telecommunications Market Estimates & Forecasts, 2017 - 2030 (USD Million)
  • Fig. 38 Energy & Utilities Market Estimates & Forecasts, 2017 - 2030 (USD Million)
  • Fig. 39 Manufacturing Market Estimates & Forecasts, 2017 - 2030 (USD Million)
  • Fig. 40 Automotive Market Estimates & Forecasts, 2017 - 2030 (USD Million)
  • Fig. 41 Others Market Estimates & Forecasts, 2017 - 2030 (USD Million)
  • Fig. 42 Edge AI Software Market Revenue, by Region, 2024 & 2030 (USD Million)
  • Fig. 43 Regional Marketplace: Key Takeaways
  • Fig. 44 Regional Marketplace: Key Takeaways
  • Fig. 45 North America Edge AI Software Market Estimates and Forecasts, 2017 - 2030 (USD Million)
  • Fig. 46 US Edge AI Software Market Estimates and Forecasts, 2017 - 2030 (USD Million)
  • Fig. 47 Canada Edge AI Software Market Estimates and Forecasts, 2017 - 2030 (USD Million)
  • Fig. 48 Mexico Edge AI Software Market Estimates and Forecasts, 2017 - 2030 (USD Million)
  • Fig. 49 Europe Edge AI Software Market Estimates and Forecasts, 2017 - 2030 (USD Million)
  • Fig. 50 UK Edge AI Software Market Estimates and Forecasts, 2017 - 2030 (USD Million)
  • Fig. 51 Germany Edge AI Software Market Estimates and Forecasts, 2017 - 2030 (USD Million)
  • Fig. 52 France Edge AI Software Market Estimates and Forecasts, 2017 - 2030 (USD Million)
  • Fig. 53 Asia Pacific Edge AI Software Market Estimates and Forecast, 2017 - 2030 (USD Million)
  • Fig. 54 China Edge AI Software Market Estimates and Forecasts, 2017 - 2030 (USD Million)
  • Fig. 55 Japan Edge AI Software Market Estimates and Forecasts, 2017 - 2030 (USD Million)
  • Fig. 56 India Edge AI Software Market Estimates and Forecasts, 2017 - 2030 (USD Million)
  • Fig. 57 Australia Edge AI Software Market Estimates and Forecasts, 2017 - 2030 (USD Million)
  • Fig. 58 South Korea Edge AI Software Market Estimates and Forecasts, 2017 - 2030 (USD Million)
  • Fig. 59 Latin America Edge AI Software Market Estimates and Forecasts, 2017 - 2030 (USD Million)
  • Fig. 60 Brazil Edge AI Software Market Estimates and Forecasts, 2017 - 2030 (USD Million)
  • Fig. 61 MEA Edge AI Software Market Estimates and Forecasts, 2017 - 2030 (USD Million)
  • Fig. 62 UAE Edge AI Software Market Estimates and Forecasts, 2017 - 2030 (USD Million)
  • Fig. 63 South Africa Edge AI Software Market Estimates and Forecasts, 2017 - 2030 (USD Million)
  • Fig. 64 KSA Edge AI Software Market Estimates and Forecasts, 2017 - 2030 (USD Million)
  • Fig. 65 Key Company Categorization
  • Fig. 66 Company Market Positioning
  • Fig. 67 Key Company Market Share Analysis, 2024
  • Fig. 68 Strategic Framework
目次
Product Code: GVR-4-68040-461-2

Edge AI Software Market Size & Trends:

The global edge AI software market size was estimated at USD 1.95 billion in 2024 and is expected to expand at a CAGR of 29.2% from 2025 to 2030. Numerous factors such as proliferation of Internet of Things (IoT) devices, increasing demand for real-time decision-making, advancements in artificial intelligence (AI) and Machine Learning, and 5G network expansion are primarily contributing to market growth. Furthermore, processing data locally on edge devices helps organizations comply with stringent data privacy regulations and avoid the security risks associated with transmitting sensitive data to centralized cloud servers. This is particularly essential in the healthcare, finance, and government sectors. Thus, there is high market growth.

Edge AI systems are designed to be energy-efficient, which is essential for various battery-powered devices such as drones, sensors, and wearables. This enables the scalable deployment of Edge AI solutions across various sectors. Moreover, by performing AI processing at the edge, companies can significantly reduce the costs associated with data transmission to the cloud. This also decreases latency, making Edge AI suitable for applications requiring quick response times, such as robotics and smart manufacturing. Furthermore, the rise of autonomous vehicles, drones, and robots requires real-time AI processing at the edge for various tasks such as object recognition, navigation, and decision-making without relying on cloud-based systems.

Industry 4.0 and smart manufacturing initiatives drive demand for Edge AI software to monitor and optimize production lines, predict equipment failures, and ensure quality control in real time. Ongoing developments in AI and machine learning algorithms allow complex models to be run efficiently on edge devices with limited computing resources. This improvement expands the scope of Edge AI applications across various industries. These drivers collectively contribute to the accelerated market adoption and growth across multiple industries and regions.

Global Edge AI Software Market Report Segmentation

This report forecasts revenue growth at global, regional, and country levels and provides an analysis of the latest industry trends in each of the sub-segments from 2017 to 2030. For this study, Grand View Research has segmented the global Edge AI software market report based on the offering, data type, vertical, and region.

  • Offering Outlook (Revenue, USD Million, 2017 - 2030)
  • Solutions
  • Services
  • Data Type Outlook (Revenue, USD Million, 2017 - 2030)
  • Audio Data
  • Mobile Data
  • Sensor Data
  • Biometric Data
  • Speech Recognition
  • Video and Image Recognition
  • Others
  • Vertical Outlook (Revenue, USD Million, 2017 - 2030)
  • BFSI
  • Government & Public Sector
  • Healthcare & Life Sciences
  • IT & Telecommunications
  • Energy & Utilities
  • Manufacturing
  • Automotive
  • Others
  • Regional Outlook (Revenue, USD Million, 2017 - 2030)
  • North America
    • U.S.
    • Canada
    • Mexico
  • Europe
    • UK
    • Germany
    • France
  • Asia Pacific
    • China
    • India
    • Japan
    • Australia
    • South Korea
  • Latin America
    • Brazil
  • MEA
    • UAE
    • South Africa
    • KSA

Table of Contents

Chapter 1. Methodology and Scope

  • 1.1. Market Segmentation and Scope
  • 1.2. Market Definitions
  • 1.3. Research Methodology
    • 1.3.1. Information Procurement
    • 1.3.2. Information or Data Analysis
    • 1.3.3. Market Formulation & Data Visualization
    • 1.3.4. Data Validation & Publishing
  • 1.4. Research Scope and Assumptions
    • 1.4.1. List of Data Sources

Chapter 2. Executive Summary

  • 2.1. Market Outlook
  • 2.2. Segment Outlook
  • 2.3. Competitive Insights

Chapter 3. Edge AI Software Market Variables, Trends, & Scope

  • 3.1. Market Introduction/Lineage Outlook
  • 3.2. Market Size and Growth Prospects (USD Million)
  • 3.3. Industry Value Chain Analysis
  • 3.4. Market Dynamics
    • 3.4.1. Market Drivers Analysis
      • 3.4.1.1. Exploring emerging applications in various fields
      • 3.4.1.2. Rising introduction of 5G network
    • 3.4.2. Market Restraints Analysis
      • 3.4.2.1. Cost and complexity of deploying Edge AI software
    • 3.4.3. Industry Opportunities
    • 3.4.4. Industry Challenges
  • 3.5. Edge AI Software Market Analysis Tools
    • 3.5.1. Porter's Analysis
      • 3.5.1.1. Bargaining power of the suppliers
      • 3.5.1.2. Bargaining power of the buyers
      • 3.5.1.3. Threats of substitution
      • 3.5.1.4. Threats from new entrants
      • 3.5.1.5. Competitive rivalry
    • 3.5.2. PESTEL Analysis
      • 3.5.2.1. Political landscape
      • 3.5.2.2. Economic and Social landscape
      • 3.5.2.3. Technological landscape
      • 3.5.2.4. Environmental landscape
      • 3.5.2.5. Legal landscape

Chapter 4. Edge AI Software Market: Offering Estimates & Trend Analysis

  • 4.1. Segment Dashboard
  • 4.2. Edge AI Software Market: Offering Movement Analysis, 2024 & 2030 (USD Million)
  • 4.3. Solutions
    • 4.3.1. Solutions Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
  • 4.4. Services
    • 4.4.1. Services Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)

Chapter 5. Edge AI Software Market: Data Type Estimates & Trend Analysis

  • 5.1. Segment Dashboard
  • 5.2. Edge AI Software Market: Data Type Movement Analysis, 2024 & 2030 (USD Million)
  • 5.3. Audio Data
    • 5.3.1. Audio Data Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
  • 5.4. Mobile Data
    • 5.4.1. Mobile Data Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
  • 5.5. Sensor Data
    • 5.5.1. Sensor Data Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
  • 5.6. Biometric Data
    • 5.6.1. Biometric Data Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
  • 5.7. Speech Recognition
    • 5.7.1. Speech Recognition Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
  • 5.8. Video and Image Recognition
    • 5.8.1. Video and Image Recognition Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
  • 5.9. Others
    • 5.9.1. Others Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)

Chapter 6. Edge AI Software Market: Vertical Estimates & Trend Analysis

  • 6.1. Segment Dashboard
  • 6.2. Edge AI Software Market: Vertical Movement Analysis, 2024 & 2030 (USD Million)
  • 6.3. BFSI
    • 6.3.1. BFSI Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
  • 6.4. Government and Public Sector
    • 6.4.1. Government and Public Sector Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
  • 6.5. Healthcare & Life Sciences
    • 6.5.1. Healthcare & Life Sciences Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
  • 6.6. IT & Telecommunications
    • 6.6.1. IT & Telecommunications Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
  • 6.7. Energy & Utilities
    • 6.7.1. Energy & Utilities Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
  • 6.8. Manufacturing
    • 6.8.1. Manufacturing Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
  • 6.9. Automotive
    • 6.9.1. Automotive Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
  • 6.10. Others
    • 6.10.1. Others Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)

Chapter 7. Edge AI Software Market: Regional Estimates & Trend Analysis

  • 7.1. Edge AI Software Market Share, By Region, 2024 & 2030 (USD Million)
  • 7.2. North America
    • 7.2.1. North America Edge AI Software Market Estimates and Forecasts, 2017 - 2030 (USD Million)
    • 7.2.2. North America Edge AI Software Market Estimates and Forecasts, By Offering, 2017 - 2030 (USD Million)
    • 7.2.3. North America Edge AI Software Market Estimates and Forecasts, By Data Type, 2017 - 2030 (USD Million)
    • 7.2.4. North America Edge AI Software Market Estimates and Forecasts, By Vertical, 2017 - 2030 (USD Million)
    • 7.2.5. U.S.
      • 7.2.5.1. U.S. Edge AI Software Market Estimates and Forecasts, 2017 - 2030 (USD Million)
      • 7.2.5.2. U.S. Edge AI Software Market Estimates and Forecasts, By Offering, 2017 - 2030 (USD Million)
      • 7.2.5.3. U.S. Edge AI Software Market Estimates and Forecasts, By Data Type, 2017 - 2030 (USD Million)
      • 7.2.5.4. U.S. Edge AI Software Market Estimates and Forecasts, By Vertical, 2017 - 2030 (USD Million)
    • 7.2.6. Canada
      • 7.2.6.1. Canada Edge AI Software Market Estimates and Forecasts, 2017 - 2030 (USD Million)
      • 7.2.6.2. Canada Edge AI Software Market Estimates and Forecasts, By Offering, 2017 - 2030 (USD Million)
      • 7.2.6.3. Canada Edge AI Software Market Estimates and Forecasts, By Data Type, 2017 - 2030 (USD Million)
      • 7.2.6.4. Canada Edge AI Software Market Estimates and Forecasts, By Vertical, 2017 - 2030 (USD Million)
    • 7.2.7. Mexico
      • 7.2.7.1. Mexico Edge AI Software Market Estimates and Forecasts, 2017 - 2030 (USD Million)
      • 7.2.7.2. Mexico Edge AI Software Market Estimates and Forecasts, By Offering, 2017 - 2030 (USD Million)
      • 7.2.7.3. Mexico Edge AI Software Market Estimates and Forecasts, By Data Type, 2017 - 2030 (USD Million)
      • 7.2.7.4. Mexico Edge AI Software Market Estimates and Forecasts, By Vertical, 2017 - 2030 (USD Million)
  • 7.3. Europe
    • 7.3.1. Europe Edge AI Software Market Estimates and Forecasts, 2017 - 2030 (USD Million)
    • 7.3.2. Europe Edge AI Software Market Estimates and Forecasts, By Offering, 2017 - 2030 (USD Million)
    • 7.3.3. Europe Edge AI Software Market Estimates and Forecasts, By Data Type, 2017 - 2030 (USD Million)
    • 7.3.4. Europe Edge AI Software Market Estimates and Forecasts, By Vertical, 2017 - 2030 (USD Million)
    • 7.3.5. UK
      • 7.3.5.1. UK Edge AI Software Market Estimates and Forecasts, 2017 - 2030 (USD Million)
      • 7.3.5.2. UK Edge AI Software Market Estimates and Forecasts, By Offering, 2017 - 2030 (USD Million)
      • 7.3.5.3. UK Edge AI Software Market Estimates and Forecasts, By Data Type, 2017 - 2030 (USD Million)
      • 7.3.5.4. UK Edge AI Software Market Estimates and Forecasts, By Vertical, 2017 - 2030 (USD Million)
    • 7.3.6. Germany
      • 7.3.6.1. Germany Edge AI Software Market Estimates and Forecasts, 2017 - 2030 (USD Million)
      • 7.3.6.2. Germany Edge AI Software Market Estimates and Forecasts, By Offering, 2017 - 2030 (USD Million)
      • 7.3.6.3. Germany Edge AI Software Market Estimates and Forecasts, By Data Type, 2017 - 2030 (USD Million)
      • 7.3.6.4. Germany Edge AI Software Market Estimates and Forecasts, By Vertical, 2017 - 2030 (USD Million)
    • 7.3.7. France
      • 7.3.7.1. France Edge AI Software Market Estimates and Forecasts, 2017 - 2030 (USD Million)
      • 7.3.7.2. France Edge AI Software Market Estimates and Forecasts, By Offering, 2017 - 2030 (USD Million)
      • 7.3.7.3. France Edge AI Software Market Estimates and Forecasts, By Data Type, 2017 - 2030 (USD Million)
      • 7.3.7.4. France Edge AI Software Market Estimates and Forecasts, By Vertical, 2017 - 2030 (USD Million)
  • 7.4. Asia Pacific
    • 7.4.1. Asia Pacific Edge AI Software Market Estimates and Forecasts, 2017 - 2030 (USD Million)
    • 7.4.2. Asia Pacific Edge AI Software Market Estimates and Forecasts, By Offering, 2017 - 2030 (USD Million)
    • 7.4.3. Asia Pacific Edge AI Software Market Estimates and Forecasts, By Data Type, 2017 - 2030 (USD Million)
    • 7.4.4. Asia Pacific Edge AI Software Market Estimates and Forecasts, By Vertical, 2017 - 2030 (USD Million)
    • 7.4.5. China
      • 7.4.5.1. China Edge AI Software Market Estimates and Forecasts, 2017 - 2030 (USD Million)
      • 7.4.5.2. China Edge AI Software Market Estimates and Forecasts, By Offering, 2017 - 2030 (USD Million)
      • 7.4.5.3. China Edge AI Software Market Estimates and Forecasts, By Data Type, 2017 - 2030 (USD Million)
      • 7.4.5.4. China Edge AI Software Market Estimates and Forecasts, By Vertical, 2017 - 2030 (USD Million)
    • 7.4.6. Japan
      • 7.4.6.1. Japan Edge AI Software Market Estimates and Forecasts, 2017 - 2030 (USD Million)
      • 7.4.6.2. Japan Edge AI Software Market Estimates and Forecasts, By Offering, 2017 - 2030 (USD Million)
      • 7.4.6.3. Japan Edge AI Software Market Estimates and Forecasts, By Data Type, 2017 - 2030 (USD Million)
      • 7.4.6.4. Japan Edge AI Software Market Estimates and Forecasts, By Vertical, 2017 - 2030 (USD Million)
    • 7.4.7. India
      • 7.4.7.1. India Edge AI Software Market Estimates and Forecasts, 2017 - 2030 (USD Million)
      • 7.4.7.2. India Edge AI Software Market Estimates and Forecasts, By Offering, 2017 - 2030 (USD Million)
      • 7.4.7.3. India Edge AI Software Market Estimates and Forecasts, By Data Type, 2017 - 2030 (USD Million)
      • 7.4.7.4. India Edge AI Software Market Estimates and Forecasts, By Vertical, 2017 - 2030 (USD Million)
    • 7.4.8. Australia
      • 7.4.8.1. Australia Edge AI Software Market Estimates and Forecasts, 2017 - 2030 (USD Million)
      • 7.4.8.2. Australia Edge AI Software Market Estimates and Forecasts, By Offering, 2017 - 2030 (USD Million)
      • 7.4.8.3. Australia Edge AI Software Market Estimates and Forecasts, By Data Type, 2017 - 2030 (USD Million)
      • 7.4.8.4. Australia Edge AI Software Market Estimates and Forecasts, By Vertical, 2017 - 2030 (USD Million)
    • 7.4.9. South Korea
      • 7.4.9.1. South Korea Edge AI Software Market Estimates and Forecasts, 2017 - 2030 (USD Million)
      • 7.4.9.2. South Korea Edge AI Software Market Estimates and Forecasts, By Offering, 2017 - 2030 (USD Million)
      • 7.4.9.3. South Korea Edge AI Software Market Estimates and Forecasts, By Data Type, 2017 - 2030 (USD Million)
      • 7.4.9.4. South Korea Edge AI Software Market Estimates and Forecasts, By Vertical, 2017 - 2030 (USD Million)
  • 7.5. Latin America
    • 7.5.1. Latin America Edge AI Software Market Estimates and Forecasts, 2017 - 2030 (USD Million)
    • 7.5.2. Latin America Edge AI Software Market Estimates and Forecasts, By Offering, 2017 - 2030 (USD Million)
    • 7.5.3. Latin America Edge AI Software Market Estimates and Forecasts, By Data Type, 2017 - 2030 (USD Million)
    • 7.5.4. Latin America Edge AI Software Market Estimates and Forecasts, By Vertical, 2017 - 2030 (USD Million)
    • 7.5.5. Brazil
      • 7.5.5.1. Brazil Edge AI Software Market Estimates and Forecasts, 2017 - 2030 (USD Million)
      • 7.5.5.2. Brazil Edge AI Software Market Estimates and Forecasts, By Offering, 2017 - 2030 (USD Million)
      • 7.5.5.3. Brazil Edge AI Software Market Estimates and Forecasts, By Data Type, 2017 - 2030 (USD Million)
      • 7.5.5.4. Brazil Edge AI Software Market Estimates and Forecasts, By Vertical, 2017 - 2030 (USD Million)
  • 7.6. Middle East and Africa
    • 7.6.1. Middle East and Africa Edge AI Software Market Estimates and Forecasts, 2017 - 2030 (USD Million)
    • 7.6.2. Middle East & Africa Edge AI Software Market Estimates and Forecasts, By Offering, 2017 - 2030 (USD Million)
    • 7.6.3. Middle East & Africa Edge AI Software Market Estimates and Forecasts, By Data Type, 2017 - 2030 (USD Million)
    • 7.6.4. Middle East & Africa Edge AI Software Market Estimates and Forecasts, By Vertical, 2017 - 2030 (USD Million)
    • 7.6.5. UAE
      • 7.6.5.1. UAE Edge AI Software Market Estimates and Forecasts, 2017 - 2030 (USD Million)
      • 7.6.5.2. UAE Edge AI Software Market Estimates and Forecasts, By Offering, 2017 - 2030 (USD Million)
      • 7.6.5.3. UAE Edge AI Software Market Estimates and Forecasts, By Data Type, 2017 - 2030 (USD Million)
      • 7.6.5.4. UAE Edge AI Software Market Estimates and Forecasts, By Vertical, 2017 - 2030 (USD Million)
    • 7.6.6. South Africa
      • 7.6.6.1. South Africa Edge AI Software Market Estimates and Forecasts, 2017 - 2030 (USD Million)
      • 7.6.6.2. South Africa Edge AI Software Market Estimates and Forecasts, By Offering, 2017 - 2030 (USD Million)
      • 7.6.6.3. South Africa Edge AI Software Market Estimates and Forecasts, By Data Type, 2017 - 2030 (USD Million)
      • 7.6.6.4. South Africa Edge AI Software Market Estimates and Forecasts, By Vertical, 2017 - 2030 (USD Million)
    • 7.6.7. KSA
      • 7.6.7.1. KSA Edge AI Software Market Estimates and Forecasts, 2017 - 2030 (USD Million)
      • 7.6.7.2. KSA Edge AI Software Market Estimates and Forecasts, By Offering, 2017 - 2030 (USD Million)
      • 7.6.7.3. KSA Edge AI Software Market Estimates and Forecasts, By Data Type, 2017 - 2030 (USD Million)
      • 7.6.7.4. KSA Edge AI Software Market Estimates and Forecasts, By Vertical, 2017 - 2030 (USD Million)

Chapter 8. Competitive Landscape

  • 8.1. Recent Developments & Impact Analysis by Key Market Participants
  • 8.2. Company Categorization
  • 8.3. Company Market Positioning
  • 8.4. Company Market Share Analysis
  • 8.5. Company Heat Map Analysis
  • 8.6. Strategy Mapping
    • 8.6.1. Expansion
    • 8.6.2. Mergers & Acquisition
    • 8.6.3. Partnerships & Collaborations
    • 8.6.4. New Product Launches
    • 8.6.5. Research and Development
  • 8.7. Company Profiles
    • 8.7.1. Amazon Web Services
      • 8.7.1.1. Participant's Overview
      • 8.7.1.2. Financial Performance
      • 8.7.1.3. Product Benchmarking
      • 8.7.1.4. Recent Developments
    • 8.7.2. Edge Impulse Inc.
      • 8.7.2.1. Participant's Overview
      • 8.7.2.2. Financial Performance
      • 8.7.2.3. Product Benchmarking
      • 8.7.2.4. Recent Developments
    • 8.7.3. Google
      • 8.7.3.1. Participant's Overview
      • 8.7.3.2. Financial Performance
      • 8.7.3.3. Product Benchmarking
      • 8.7.3.4. Recent Developments
    • 8.7.4. IBM Corporation
      • 8.7.4.1. Participant's Overview
      • 8.7.4.2. Financial Performance
      • 8.7.4.3. Product Benchmarking
      • 8.7.4.4. Recent Developments
    • 8.7.5. Intel Corporation
      • 8.7.5.1. Participant's Overview
      • 8.7.5.2. Financial Performance
      • 8.7.5.3. Product Benchmarking
      • 8.7.5.4. Recent Developments
    • 8.7.6. Kyndryl Inc.
      • 8.7.6.1. Participant's Overview
      • 8.7.6.2. Financial Performance
      • 8.7.6.3. Product Benchmarking
      • 8.7.6.4. Recent Developments
    • 8.7.7. Microsoft
      • 8.7.7.1. Participant's Overview
      • 8.7.7.2. Financial Performance
      • 8.7.7.3. Product Benchmarking
      • 8.7.7.4. Recent Developments
    • 8.7.8. NVIDIA Corporation
      • 8.7.8.1. Participant's Overview
      • 8.7.8.2. Financial Performance
      • 8.7.8.3. Product Benchmarking
      • 8.7.8.4. Recent Developments
    • 8.7.9. Qualcomm Technologies, Inc.
      • 8.7.9.1. Participant's Overview
      • 8.7.9.2. Financial Performance
      • 8.7.9.3. Product Benchmarking
      • 8.7.9.4. Recent Developments
    • 8.7.10. Siemens
      • 8.7.10.1. Participant's Overview
      • 8.7.10.2. Financial Performance
      • 8.7.10.3. Product Benchmarking
      • 8.7.10.4. Recent Development