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市場調査レポート
商品コード
1666053

エッジAIハードウェア市場規模、シェア、成長分析:デバイス別、消費電力別、プロセッサ別、機能別、業種別、地域別 - 産業予測 2025~2032年

Edge AI Hardware Market Size, Share, and Growth Analysis, By Device (Smartphones, Surveillance), By Power Consumptions (Less Than 1 W, 1-3 W), By Processor, By Function, By Vertical, By Region - Industry Forecast 2025-2032


出版日
発行
SkyQuest
ページ情報
英文 197 Pages
納期
3~5営業日
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=143.57円
エッジAIハードウェア市場規模、シェア、成長分析:デバイス別、消費電力別、プロセッサ別、機能別、業種別、地域別 - 産業予測 2025~2032年
出版日: 2025年02月25日
発行: SkyQuest
ページ情報: 英文 197 Pages
納期: 3~5営業日
GIIご利用のメリット
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  • 概要
  • 目次
概要

エッジAIハードウェア市場規模は2023年に239億2,000万米ドルとなり、2024年の281億5,000万米ドルから2032年には1,036億9,000万米ドルに成長し、予測期間中(2025年~2032年)のCAGRは17.7%で成長する見通しです。

エッジAIハードウェアの需要は、リアルタイムデータ処理が必要となるエッジデバイスやコネクテッドデバイスの急速な普及によって急増すると予想されます。モノのインターネット(IoT)デバイスの普及に伴い、エッジAIハードウェアプロバイダーのビジネスチャンスは拡大します。エネルギー効率の重視とハードウェア技術の向上は市場の成長をさらに促進し、自律型技術と高度なAIアルゴリズムの利用は売上を刺激します。さらに、世界中でAIに特化したハードウェア開発に多額の投資が行われていることから、2032年までの市場潜在力が促進される可能性が高いです。しかし、統合の複雑さ、熟練労働者の不足、要求の厳しい作業負荷に対する高いエネルギー消費、データのセキュリティとプライバシーに関する懸念などの課題が、調査期間中およびそれ以降の需要を阻害する可能性があります。

目次

イントロダクション

  • 調査の目的
  • 調査範囲
  • 定義

調査手法

  • 情報調達
  • 二次と一次データの方法
  • 市場規模予測
  • 市場の前提条件と制限

エグゼクティブサマリー

  • 世界市場の見通し
  • 供給と需要の動向分析
  • セグメント別機会分析

市場力学と見通し

  • 市場概要
  • 市場規模
  • 市場力学
    • 促進要因と機会
    • 抑制要因と課題
  • ポーターの分析

主な市場の考察

  • 重要成功要因
  • 競合の程度
  • 主な投資機会
  • 市場エコシステム
  • 市場の魅力指数(2024年)
  • PESTEL分析
  • マクロ経済指標
  • バリューチェーン分析
  • 価格分析
  • 技術の進歩
  • ケーススタディ

エッジAIハードウェア市場規模:デバイス別& CAGR(2025-2032)

  • 市場概要
  • スマートフォン
  • 監視機器
  • ロボット
  • ウェアラブル
  • エッジサーバー
  • スマートスピーカー
  • 自動車
  • その他のデバイス

エッジAIハードウェア市場規模:消費電力別& CAGR(2025-2032)

  • 市場概要
  • 1W未満
  • 1~3W
  • 3~5W
  • 5~10W
  • 10W以上

エッジAIハードウェア市場規模:プロセッサ別& CAGR(2025-2032)

  • 市場概要
  • 中央処理装置
  • グラフィックスプロセッシングユニット
  • 特定用途向け集積回路
  • その他のプロセッサ

エッジAIハードウェア市場規模:機能別& CAGR(2025-2032)

  • 市場概要
  • トレーニング
  • 推論

エッジAIハードウェア市場規模:業種別& CAGR(2025-2032)

  • 市場概要
  • 家電
    • スマートフォン
    • ウェアラブル
    • エンターテインメントロボット
  • スマートホーム
    • スマートスピーカー
    • スマートカメラ
    • 家庭用ロボット
  • 自動車・輸送
    • 自動車部品
    • 監視カメラ
    • 物流ロボット
    • その他の自動車・輸送機器
  • 政府
    • 監視カメラ
    • ドローン
  • ヘルスケア
    • 医療ロボット
    • ウェアラブル
    • その他のヘルスケア機器
  • 産業
    • 産業用ロボット
    • ドローン
    • MVカメラ
  • 航空宇宙および防衛
    • サービスロボット
    • その他の航空宇宙および防衛機器
  • 建設
    • サービスロボット
    • ドローン
  • その他の業種
    • デバイス
    • 監視カメラ
    • プロフェッショナルサービスロボット
    • ウェアラブル
    • その他のデバイス
    • エッジサーバー
    • ドローン

エッジAIハードウェア市場規模:地域別& CAGR(2025-2032)

  • 北米
    • 米国
    • カナダ
  • 欧州
    • ドイツ
    • スペイン
    • フランス
    • 英国
    • イタリア
    • その他欧州地域
  • アジア太平洋地域
    • 中国
    • インド
    • 日本
    • 韓国
    • その他アジア太平洋地域
  • ラテンアメリカ
    • ブラジル
    • その他ラテンアメリカ地域
  • 中東・アフリカ
    • GCC諸国
    • 南アフリカ
    • その他中東・アフリカ

競合情報

  • 上位5社の比較
  • 主要企業の市場ポジショニング(2024年)
  • 主な市場企業が採用した戦略
  • 最近の市場動向
  • 企業の市場シェア分析(2024年)
  • 主要企業の企業プロファイル
    • 企業の詳細
    • 製品ポートフォリオ分析
    • 企業のセグメント別シェア分析
    • 収益の前年比比較(2022-2024)

主要企業プロファイル

  • NVIDIA Corporation(United States)
  • Intel Corporation(United States)
  • Qualcomm Technologies, Inc.(United States)
  • Apple Inc.(United States)
  • Advanced Micro Devices, Inc.(AMD)(United States)
  • IBM Corporation(United States)
  • Google LLC(Alphabet Inc.)(United States)
  • Microsoft Corporation(United States)
  • Micron Technology, Inc.(United States)
  • Samsung Electronics Co., Ltd.(South Korea)
  • Huawei Technologies Co., Ltd.(China)
  • MediaTek Inc.(Taiwan)
  • Arm Limited(United Kingdom)
  • Baidu, Inc.(China)
  • Alibaba Group Holding Limited(China)
  • Sony Corporation(Japan)
  • Fujitsu Limited(Japan)
  • Renesas Electronics Corporation(Japan)
  • Cerebras Systems(United States)

結論と提言

目次
Product Code: SQMIG45I2253

Edge AI Hardware Market size was valued at USD 23.92 billion in 2023 and is poised to grow from USD 28.15 billion in 2024 to USD 103.69 billion by 2032, growing at a CAGR of 17.7% during the forecast period (2025-2032).

The demand for edge AI hardware is expected to surge, driven by the rapid adoption of edge and connected devices, which necessitates real-time data processing. As Internet of Things (IoT) devices proliferate, opportunities for edge AI hardware providers will expand. Emphasis on energy efficiency and improvements in hardware technology will further enhance market growth, while the increasing use of autonomous technologies and advanced AI algorithms will stimulate sales. Furthermore, significant investments in AI-specific hardware development worldwide are likely to propel market potential through 2032. However, challenges such as integration complexity, a shortage of skilled workers, high energy consumption for demanding workloads, and concerns regarding data security and privacy may hinder demand throughout the study period and beyond.

Top-down and bottom-up approaches were used to estimate and validate the size of the Edge Ai Hardware market and to estimate the size of various other dependent submarkets. The research methodology used to estimate the market size includes the following details: The key players in the market were identified through secondary research, and their market shares in the respective regions were determined through primary and secondary research. This entire procedure includes the study of the annual and financial reports of the top market players and extensive interviews for key insights from industry leaders such as CEOs, VPs, directors, and marketing executives. All percentage shares split, and breakdowns were determined using secondary sources and verified through Primary sources. All possible parameters that affect the markets covered in this research study have been accounted for, viewed in extensive detail, verified through primary research, and analyzed to get the final quantitative and qualitative data.

Edge Ai Hardware Market Segments Analysis

Global Edge AI Hardware Market is segmented by Device, Power Consumptions, Processor, Function, Vertical and region. Based on Device, the market is segmented into Smartphones, Surveillance, Robots, Wearables, Edge Servers, Smart Speakers, Automobiles and Other Devices. Based on Power Consumptions, the market is segmented into Less Than 1 W, 1-3 W, 3-5 W, 5-10 W and More Than 10 W. Based on Processor, the market is segmented into Central Processing Units, Graphics Processing Units, Application Specific Integrated Circuits and Other Processors. Based on Function, the market is segmented into Training and Inference. Based on Vertical, the market is segmented into Consumer Electronics, Smart Homes, Automotive & Transportation, Government, Healthcare, Industrial, Aerospace & Defense, Construction and Other verticals. Based on region, the market is segmented into North America, Europe, Asia Pacific, Latin America and Middle East & Africa.

Driver of the Edge Ai Hardware Market

The increasing necessity for real-time data processing, which minimizes delays across various applications, is expected to significantly enhance the sales of edge AI hardware in the upcoming years. Key sectors such as autonomous vehicles, industrial automation, and smart city developments rely heavily on swift decision-making capabilities. As the demand for efficient and immediate data handling in these critical applications rises, it is likely to be a primary factor propelling the growth of the global edge AI hardware market in the foreseeable future. This trend highlights the essential nature of edge AI solutions in advancing technology across multiple industries.

Restraints in the Edge Ai Hardware Market

The Edge AI Hardware market is currently facing a significant challenge due to a shortage of skilled professionals needed to design and manage advanced edge AI hardware solutions. This lack of expertise is projected to hinder the long-term sales and growth of edge AI hardware products. Emerging markets are likely to be more adversely affected by this constraint than their developed counterparts within the global edge AI hardware industry, particularly as we move toward 2032. The scarcity of qualified personnel not only impacts product innovation and deployment but also raises concerns about the overall development of the sector in these regions.

Market Trends of the Edge Ai Hardware Market

The emergence of TinyML is significantly shaping the Edge AI Hardware market, as it facilitates the deployment of machine learning models on ultra-low-power devices, enabling intelligent processing directly at the source of data generation. This trend presents substantial growth opportunities for companies committed to advancing TinyML algorithms and models, driving innovation in edge computing capabilities. By investing in this technology, edge AI hardware manufacturers can enhance the functionality and efficiency of their products, ultimately leading to increased revenue generation and market competitiveness. As applications across industries-from smart homes to industrial IoT-require real-time insights with minimal power consumption, TinyML is poised to revolutionize the edge AI landscape.

Table of Contents

Introduction

  • Objectives of the Study
  • Scope of the Report
  • Definitions

Research Methodology

  • Information Procurement
  • Secondary & Primary Data Methods
  • Market Size Estimation
  • Market Assumptions & Limitations

Executive Summary

  • Global Market Outlook
  • Supply & Demand Trend Analysis
  • Segmental Opportunity Analysis

Market Dynamics & Outlook

  • Market Overview
  • Market Size
  • Market Dynamics
    • Drivers & Opportunities
    • Restraints & Challenges
  • Porters Analysis
    • Competitive rivalry
    • Threat of substitute
    • Bargaining power of buyers
    • Threat of new entrants
    • Bargaining power of suppliers

Key Market Insights

  • Key Success Factors
  • Degree of Competition
  • Top Investment Pockets
  • Market Ecosystem
  • Market Attractiveness Index, 2024
  • PESTEL Analysis
  • Macro-Economic Indicators
  • Value Chain Analysis
  • Pricing Analysis
  • Technological Advancement
  • Case Studies

Global Edge AI Hardware Market Size by Device & CAGR (2025-2032)

  • Market Overview
  • Smartphones
  • Surveillance
  • Robots
  • Wearables
  • Edge Servers
  • Smart Speakers
  • Automobiles
  • Other Devices

Global Edge AI Hardware Market Size by Power Consumptions & CAGR (2025-2032)

  • Market Overview
  • Less Than 1 W
  • 1-3 W
  • 3-5 W
  • 5-10 W
  • More Than 10 W

Global Edge AI Hardware Market Size by Processor & CAGR (2025-2032)

  • Market Overview
  • Central Processing Units
  • Graphics Processing Units
  • Application Specific Integrated Circuits
  • Other Processors

Global Edge AI Hardware Market Size by Function & CAGR (2025-2032)

  • Market Overview
  • Training
  • Inference

Global Edge AI Hardware Market Size by Vertical & CAGR (2025-2032)

  • Market Overview
  • Consumer Electronics
    • Smartphones
    • Wearables
    • Entertainment robots
  • Smart Homes
    • Smart speakers
    • Smart cameras
    • Domestic robots
  • Automotive & Transportation
    • Automobile Parts
    • Surveillance Cameras
    • Logistics Robots
    • Other Automotive & Transportation Devices
  • Government
    • Surveillance Cameras
    • Drones
  • Healthcare
    • Medical Robots
    • Wearables
    • Other Healthcare Devices
  • Industrial
    • Industrial Robots
    • Drones
    • Mv Cameras
  • Aerospace & Defense
    • Service Robots
    • Other Aerospace & Defense Devices
  • Construction
    • Service Robots
    • Drones
  • Other verticals
    • Device
    • Surveillance Cameras
    • Professional Service Robots
    • Wearables
    • Other Devices
    • Edge Servers
    • Drones

Global Edge AI Hardware Market Size & CAGR (2025-2032)

  • North America (Device, Power Consumptions, Processor, Function, Vertical)
    • US
    • Canada
  • Europe (Device, Power Consumptions, Processor, Function, Vertical)
    • Germany
    • Spain
    • France
    • UK
    • Italy
    • Rest of Europe
  • Asia Pacific (Device, Power Consumptions, Processor, Function, Vertical)
    • China
    • India
    • Japan
    • South Korea
    • Rest of Asia-Pacific
  • Latin America (Device, Power Consumptions, Processor, Function, Vertical)
    • Brazil
    • Rest of Latin America
  • Middle East & Africa (Device, Power Consumptions, Processor, Function, Vertical)
    • GCC Countries
    • South Africa
    • Rest of Middle East & Africa

Competitive Intelligence

  • Top 5 Player Comparison
  • Market Positioning of Key Players, 2024
  • Strategies Adopted by Key Market Players
  • Recent Developments in the Market
  • Company Market Share Analysis, 2024
  • Company Profiles of All Key Players
    • Company Details
    • Product Portfolio Analysis
    • Company's Segmental Share Analysis
    • Revenue Y-O-Y Comparison (2022-2024)

Key Company Profiles

  • NVIDIA Corporation (United States)
    • Company Overview
    • Business Segment Overview
    • Financial Updates
    • Key Developments
  • Intel Corporation (United States)
    • Company Overview
    • Business Segment Overview
    • Financial Updates
    • Key Developments
  • Qualcomm Technologies, Inc. (United States)
    • Company Overview
    • Business Segment Overview
    • Financial Updates
    • Key Developments
  • Apple Inc. (United States)
    • Company Overview
    • Business Segment Overview
    • Financial Updates
    • Key Developments
  • Advanced Micro Devices, Inc. (AMD) (United States)
    • Company Overview
    • Business Segment Overview
    • Financial Updates
    • Key Developments
  • IBM Corporation (United States)
    • Company Overview
    • Business Segment Overview
    • Financial Updates
    • Key Developments
  • Google LLC (Alphabet Inc.) (United States)
    • Company Overview
    • Business Segment Overview
    • Financial Updates
    • Key Developments
  • Microsoft Corporation (United States)
    • Company Overview
    • Business Segment Overview
    • Financial Updates
    • Key Developments
  • Micron Technology, Inc. (United States)
    • Company Overview
    • Business Segment Overview
    • Financial Updates
    • Key Developments
  • Samsung Electronics Co., Ltd. (South Korea)
    • Company Overview
    • Business Segment Overview
    • Financial Updates
    • Key Developments
  • Huawei Technologies Co., Ltd. (China)
    • Company Overview
    • Business Segment Overview
    • Financial Updates
    • Key Developments
  • MediaTek Inc. (Taiwan)
    • Company Overview
    • Business Segment Overview
    • Financial Updates
    • Key Developments
  • Arm Limited (United Kingdom)
    • Company Overview
    • Business Segment Overview
    • Financial Updates
    • Key Developments
  • Baidu, Inc. (China)
    • Company Overview
    • Business Segment Overview
    • Financial Updates
    • Key Developments
  • Alibaba Group Holding Limited (China)
    • Company Overview
    • Business Segment Overview
    • Financial Updates
    • Key Developments
  • Sony Corporation (Japan)
    • Company Overview
    • Business Segment Overview
    • Financial Updates
    • Key Developments
  • Fujitsu Limited (Japan)
    • Company Overview
    • Business Segment Overview
    • Financial Updates
    • Key Developments
  • Renesas Electronics Corporation (Japan)
    • Company Overview
    • Business Segment Overview
    • Financial Updates
    • Key Developments
  • Cerebras Systems (United States)
    • Company Overview
    • Business Segment Overview
    • Financial Updates
    • Key Developments

Conclusion & Recommendations