エッジ人工知能の市場規模、シェア、成長分析：コンポーネント別、プロセッサタイプ別、最終用途産業別、用途別、地域別 - 産業予測 2025～2032年

エッジ人工知能（AI）の世界市場規模は、2023年に240億5,000万米ドルと評価され、2024年の305億4,000万米ドルから2032年には2,067億米ドルに成長し、予測期間（2025年～2032年）のCAGRは27.0％で成長する見通しです。

クラウド・ソリューションの普及とエッジ・コンピューティングの利用拡大により、特にエッジ人工知能（AI）の領域では、最先端技術の統合がますます普及しています。コネクテッド・デバイスの普及と相まって、これらの進歩は、今後数年間で、エッジAI企業にとって大きな成長機会をもたらすものと思われます。5Gネットワークの導入とスマートシティ構想への注力は、これらの企業のビジネス・ポテンシャルをさらに高めると思われます。しかし、限られた処理能力、データ管理のハードル、統合の複雑さなどの課題が、2031年までのエッジAI市場の成長軌道を阻害する可能性があります。全体として、この進化する分野の利害関係者には、チャンスと障害が混在している状況です。

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
• ケーススタディ
• 規制情勢
• 技術の進歩

世界のエッジ人工知能（AI）市場規模：コンポーネント別

• 市場概要
• ハードウェア
• ソフトウェア
• サービス

世界のエッジ人工知能（AI）市場規模：プロセッサタイプ別

• 市場概要
• 中央処理装置（CPU）
• グラフィックスプロセッシングユニット（GPU）
• 特定用途向け集積回路（ASIC）
• フィールドプログラマブルゲートアレイ（FPGA）

世界のエッジ人工知能（AI）市場規模：最終用途産業別

• 市場概要
• 家電
• スマートシティ
• 自動車
• ヘルスケア
• 製造業
• 小売り
• エネルギー・公益事業
• その他

世界のエッジ人工知能（AI）市場規模：用途別

• 市場概要
• 自動運転車
• スマートカメラ
• ロボット工学
• ウェアラブル
• スマートホームデバイス
• 産業用IoT
• その他

世界のエッジ人工知能（AI）市場規模

• 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年）

主要企業プロファイル

• NVIDIA（United States）
• Intel Corporation（United States）
• Google（United States）
• Microsoft Corporation（United States）
• Amazon Web Services（United States）
• IBM Corporation（United States）
• Qualcomm（United States）
• Apple Inc.（United States）
• Huawei Technologies（China）
• Samsung Electronics（South Korea）
• Baidu（China）
• Alibaba（China）
• Sony Corporation（Japan）
• Advanced Micro Devices（AMD）（United States）
• Arm Holdings（United Kingdom）
• TIBCO Software（United States）
• Veea Inc.（United States）

結論と提言

Global Edge Artificial Intelligence (AI) Market size was valued at USD 24.05 billion in 2023 and is poised to grow from USD 30.54 billion in 2024 to USD 206.7 billion by 2032, growing at a CAGR of 27.0% during the forecast period (2025-2032).

The integration of cutting-edge technologies is increasingly prevalent, particularly in the realm of edge artificial intelligence (AI), driven by the widespread adoption of cloud solutions and the expanding use of edge computing. These advancements, coupled with the proliferation of connected devices, are poised to unlock significant growth opportunities for edge AI firms in the upcoming years. The incorporation of 5G networks and a focus on smart city initiatives will further enhance the business potential for these companies. However, challenges such as limited processing power, data management hurdles, and integration complexities could hinder the growth trajectory of the edge AI market through 2031. Overall, the landscape presents a mix of opportunities and obstacles for stakeholders in this evolving sector.

Top-down and bottom-up approaches were used to estimate and validate the size of the Global Edge Artificial Intelligence (AI) 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.

Global Edge Artificial Intelligence (AI) Market Segments Analysis

Global Edge Artificial Intelligence (AI) Market is segmented by Component, Processor Type, End-Use Industry, Application and region. Based on Component, the market is segmented into Hardware, Software and Services. Based on Processor Type, the market is segmented into Central Processing Unit (CPU), Graphics Processing Unit (GPU), Application-Specific Integrated Circuit (ASIC) and Field-Programmable Gate Array (FPGA). Based on End-Use Industry, the market is segmented into Consumer Electronics, Smart Cities, Automotive, Healthcare, Manufacturing, Retail, Energy & Utilities and Others. Based on Application, the market is segmented into Autonomous Vehicles, Smart Cameras, Robotics, Wearables, Smart Home Devices, Industrial IoT and Others. Based on region, the market is segmented into North America, Europe, Asia Pacific, Latin America and Middle East & Africa.

Driver of the Global Edge Artificial Intelligence (AI) Market

The increasing adoption of edge AI solutions is a significant driver for the global artificial intelligence market, as these technologies enable improved data processing and real-time analytics across various applications that demand instant responses. Key areas benefiting from edge AI include autonomous vehicles and industrial automation, where the ability to process data locally leads to enhanced efficiency and quicker decision-making. By leveraging edge AI, organizations can address critical needs in fast-paced environments, ultimately boosting operational efficacy and paving the way for innovative advancements in multiple sectors, thereby propelling the growth of the overall AI market.

Restraints in the Global Edge Artificial Intelligence (AI) Market

Although edge AI solutions are designed to minimize latency in data processing, the processing capabilities of edge devices are inherently limited. This limitation often falls significantly short of the capacity of centralized processing servers, posing a significant challenge for executing complex AI algorithms on edge devices. As a result, this constraint hinders the overall potential for market growth and development in the Global Edge Artificial Intelligence sector. The inability to efficiently deploy sophisticated AI applications on these devices may stifle innovation and present obstacles that need addressing for the market to flourish fully.

Market Trends of the Global Edge Artificial Intelligence (AI) Market

The Global Edge Artificial Intelligence (AI) market is experiencing a robust upward trend, fueled by escalating investments in smart city developments worldwide. Governments are increasingly launching new initiatives and programs aimed at fostering intelligent urban infrastructure, creating a fertile ground for edge AI companies to thrive. As cities become smarter, the need for real-time data processing and decision-making at the edge becomes critical, driving demand for innovative AI solutions that enhance urban living. This convergence of smart city initiatives and edge AI technology presents significant growth opportunities, positioning the market for sustained expansion in the coming years.

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
• Case Studies
• Regulatory Landscape
• Technology Advancement

Global Edge Artificial Intelligence (AI) Market Size by Component & CAGR (2025-2032)

• Market Overview
• Hardware
• Software
• Services

Global Edge Artificial Intelligence (AI) Market Size by Processor Type & CAGR (2025-2032)

• Market Overview
• Central Processing Unit (CPU)
• Graphics Processing Unit (GPU)
• Application-Specific Integrated Circuit (ASIC)
• Field-Programmable Gate Array (FPGA)

Global Edge Artificial Intelligence (AI) Market Size by End-Use Industry & CAGR (2025-2032)

• Market Overview
• Consumer Electronics
• Smart Cities
• Automotive
• Healthcare
• Manufacturing
• Retail
• Energy & Utilities
• Others

Global Edge Artificial Intelligence (AI) Market Size by Application & CAGR (2025-2032)

• Market Overview
• Autonomous Vehicles
• Smart Cameras
• Robotics
• Wearables
• Smart Home Devices
• Industrial IoT
• Others

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

• North America (Component, Processor Type, End-Use Industry, Application)
  • US
  • Canada
• Europe (Component, Processor Type, End-Use Industry, Application)
  • Germany
  • Spain
  • France
  • UK
  • Italy
  • Rest of Europe
• Asia Pacific (Component, Processor Type, End-Use Industry, Application)
  • China
  • India
  • Japan
  • South Korea
  • Rest of Asia-Pacific
• Latin America (Component, Processor Type, End-Use Industry, Application)
  • Brazil
  • Rest of Latin America
• Middle East & Africa (Component, Processor Type, End-Use Industry, Application)
  • 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 (United States)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Intel Corporation (United States)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Google (United States)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Microsoft Corporation (United States)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Amazon Web Services (United States)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• IBM Corporation (United States)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Qualcomm (United States)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Apple Inc. (United States)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Huawei Technologies (China)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Samsung Electronics (South Korea)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Baidu (China)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Alibaba (China)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Sony Corporation (Japan)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Advanced Micro Devices (AMD) (United States)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Arm Holdings (United Kingdom)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• TIBCO Software (United States)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Veea Inc. (United States)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments

Conclusion & Recommendations