2026-2030年全球邊緣設備人工智慧硬體市場

預計從 2025 年到 2030 年，全球邊緣設備人工智慧硬體市場規模將成長至 396.839 億美元，預測期內複合年成長率為 20.8%。

本報告對全球邊緣設備人工智慧硬體市場進行了全面分析，包括市場規模和預測、趨勢、成長要素、挑戰以及對約 25 家公司的供應商分析。

本報告對當前市場狀況、最新市場趨勢和促進因素以及整體市場環境進行了最新分析。推動該市場發展的因素包括工業自動化和智慧製造的快速成長、對自主系統和先進機器人技術日益成長的需求、資料隱私法規以及向本地處理的轉變。

本研究客觀地結合了一手和二手訊息，包括主要行業相關人員的意見。報告內容涵蓋主要企業分析、全面的市場規模數據、區域細分分析以及供應商格局。報告包含歷史數據和預測數據。

本研究指出，未來幾年全球邊緣設備人工智慧硬體市場成長的主要驅動力之一是邊緣設備上的自主人工智慧的普及。此外，神經形態運算架構的進步以及人工智慧處理在各種消費和工業邊緣平台上的廣泛整合也將產生巨大的市場需求。

目錄

第1章執行摘要

第2章 Technavio 分析

• 分析定價、生命週期、顧客購買籃子、採用率和購買標準。
• 輸入的重要性及差異化因素
• 混淆因素
• 促進因素和挑戰的影響

第3章 市場狀況

• 市場生態系統
• 市場特徵
• 價值鏈分析

第4章 市場規模

• 市場的定義
• 市場區隔分析
• 2025年市場規模
• 2025-2030年市場展望

第5章 市場規模與表現

• 2020-2024年全球邊緣設備人工智慧硬體市場
• 2020-2024 年基於設備的細分市場分析
• 處理器類型細分市場分析（2020-2024）
• 2020-2024年按功率等級分類的細分市場分析
• 2020-2024年區域市場分析
• 2020-2024年各國細分市場分析

第6章 定性分析

• 地緣政治衝突影響全球邊緣設備人工智慧硬體市場。

第7章：五力分析

• 五力模型概述
• 買方的議價能力
• 供應商的議價能力
• 新進入者的威脅
• 替代品的威脅
• 競爭威脅
• 市場狀況

第8章 市場區隔：依設備

• 比較：按設備
• 智慧型手機
• 監視錄影機
• 穿戴式裝置
• 智慧音箱
• 邊緣伺服器
• 市場機會：依設備分類

第9章 市場區隔：依處理器類型

• 比較：按處理器類型
• NPU
• GPU
• ASIC
• CPU
• FPGA
• 市場機會：依處理器類型分類

第10章 市場區隔：額定功率

• 比較：額定功率
• 1～3W
• 不到一周
• 3～5W
• 超過 5 瓦
• 市場機會：額定功率

第11章 客戶情況

第12章 區域情勢

• 區域細分
• 區域比較
• 亞太地區
  • 中國
  • 日本
  • 印度
  • 韓國
  • 澳洲
  • 印尼
• 北美洲
  • 美國
  • 加拿大
  • 墨西哥
• 歐洲
  • 德國
  • 英國
  • 法國
  • 義大利
  • 西班牙
  • 荷蘭
• 中東和非洲
  • 沙烏地阿拉伯
  • 阿拉伯聯合大公國
  • 南非
  • 以色列
  • 土耳其
• 南美洲
  • 巴西
  • 阿根廷
  • 智利
• 市場機會：按地區分類

第13章 促進因素、挑戰與機遇

• 市場促進因素
• 市場挑戰
• 促進因素和挑戰的影響
• 市場機遇

第14章 競爭格局

• 概述
• 競爭格局
• 混亂局面
• 產業風險

第15章 競爭分析

• 公司簡介
• 公司排名指標
• 企業市場定位
• Advanced Micro Devices Inc.
• Apple Inc.
• Google LLC
• Huawei Technologies Co. Ltd.
• Infineon Technologies AG
• Intel Corp.
• MediaTek Inc.
• Microchip Technology Inc.
• NVIDIA Corp.
• NXP Semiconductors NV
• Qualcomm Inc.
• Renesas Electronics Corp.
• Samsung Electronics Co. Ltd.
• STMicroelectronics NV
• Texas Instruments Inc.

第16章附錄

The global AI hardware for edge devices market is forecasted to grow by USD 39683.9 mn during 2025-2030, accelerating at a CAGR of 20.8% during the forecast period. The report on the global AI hardware for edge devices market provides a holistic analysis, market size and forecast, trends, growth drivers, and challenges, as well as vendor analysis covering around 25 vendors.

The report offers an up-to-date analysis regarding the current market scenario, the latest trends and drivers, and the overall market environment. The market is driven by rapid industrial automation and smart manufacturing growth, rising demand for autonomous systems and advanced robotics, data privacy regulations and shift toward localized processing.

The study was conducted using an objective combination of primary and secondary information including inputs from key participants in the industry. The report contains a comprehensive market size data, segment with regional analysis and vendor landscape in addition to an analysis of the key companies. Reports have historic and forecast data.

Technavio's global AI hardware for edge devices market is segmented as below:

By Device

• Smartphones
• Surveillance cameras
• Wearables
• Smart speakers
• Edge servers

By Processor Type

• NPU
• GPU
• ASIC
• CPU
• FPGA

By Power Rating

• 1 to 3W
• Less than 1W
• 3 to 5W
• More than 5W

Geography

• APAC
  • China
  • Japan
  • India
  • South Korea
  • Australia
  • Indonesia
• North America
  • US
  • Canada
  • Mexico
• Europe
  • Germany
  • UK
  • France
  • Italy
  • Spain
  • The Netherlands
• Middle East and Africa
  • UAE
  • South Africa
  • Turkey
• South America
  • Brazil
  • Argentina
  • Chile
• Rest of World (ROW)

This study identifies the shift towards agentic AI on edge devices as one of the prime reasons driving the global AI hardware for edge devices market growth during the next few years. Also, advancements in neuromorphic computing architectures and broad integration of AI processing across diverse consumer and industrial edge platforms will lead to sizable demand in the market.

The report on the global AI hardware for edge devices market covers the following areas:

• Global AI hardware for edge devices market sizing
• Global AI hardware for edge devices market forecast
• Global AI hardware for edge devices market industry analysis

The robust vendor analysis is designed to help clients improve their market position, and in line with this, this report provides a detailed analysis of several leading global AI hardware for edge devices market vendors that include Advanced Micro Devices Inc., Ambarella Inc., Apple Inc., Google LLC, Graphcore Ltd., Hailo Technologies Ltd., Huawei Technologies Co. Ltd., Infineon Technologies AG, Intel Corp., MediaTek Inc., Microchip Technology Inc., Mythic Inc., NVIDIA Corp., NXP Semiconductors NV, Qualcomm Inc., Renesas Electronics Corp., Samsung Electronics Co. Ltd., SiMa Technologies Inc., Sony Semiconductor Solutions, STMicroelectronics NV, Texas Instruments Inc.. Also, the global AI hardware for edge devices market analysis report includes information on upcoming trends and challenges that will influence market growth. This is to help companies strategize and leverage all forthcoming growth opportunities.

The publisher presents a detailed picture of the market by the way of study, synthesis, and summation of data from multiple sources by an analysis of key parameters such as profit, pricing, competition, and promotions. It presents various market facets by identifying the key industry influencers. The data presented is comprehensive, reliable, and a result of extensive primary and secondary research. The market research reports provide a complete competitive landscape and an in-depth vendor selection methodology and analysis using qualitative and quantitative research to forecast accurate market growth.

Table of Contents

1 Executive Summary

• 1.1 Market overview
  • Executive Summary - Chart on Market Overview
  • Executive Summary - Data Table on Market Overview
  • Executive Summary - Chart on Global Market Characteristics
  • Executive Summary - Chart on Market by Geography
  • Executive Summary - Chart on Market Segmentation by Device
  • Executive Summary - Chart on Market Segmentation by Processor Type
  • Executive Summary - Chart on Market Segmentation by Power Rating
  • Executive Summary - Chart on Incremental Growth
  • Executive Summary - Data Table on Incremental Growth
  • Executive Summary - Chart on Company Market Positioning

2 Technavio Analysis

• 2.1 Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria
  • Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria
• 2.2 Criticality of inputs and Factors of differentiation
• 2.3 Factors of disruption
• 2.4 Impact of drivers and challenges

3 Market Landscape

• 3.1 Market ecosystem
• 3.2 Market characteristics
• 3.3 Value chain analysis

4 Market Sizing

• 4.1 Market definition
• 4.2 Market segment analysis
  • Market segments
• 4.3 Market size 2025
• 4.4 Market outlook: Forecast for 2025-2030

5 Historic Market Size

• 5.1 Global AI Hardware For Edge Devices Market 2020 - 2024
  • Historic Market Size - Data Table on Global AI Hardware For Edge Devices Market 2020 - 2024 ($ million)
• 5.2 Device segment analysis 2020 - 2024
  • Historic Market Size - Device Segment 2020 - 2024 ($ million)
• 5.3 Processor Type segment analysis 2020 - 2024
  • Historic Market Size - Processor Type Segment 2020 - 2024 ($ million)
• 5.4 Power Rating segment analysis 2020 - 2024
  • Historic Market Size - Power Rating Segment 2020 - 2024 ($ million)
• 5.5 Geography segment analysis 2020 - 2024
  • Historic Market Size - Geography Segment 2020 - 2024 ($ million)
• 5.6 Country segment analysis 2020 - 2024
  • Historic Market Size - Country Segment 2020 - 2024 ($ million)

6 Qualitative Analysis

• 6.1 Impact of Geopolitical Conflict on Global AI Hardware for Edge Devices Market

7 Five Forces Analysis

• 7.1 Five forces summary
  • Five forces analysis - Comparison between 2025 and 2030
• 7.2 Bargaining power of buyers
  • Bargaining power of buyers - Impact of key factors 2025 and 2030
• 7.3 Bargaining power of suppliers
  • Bargaining power of suppliers - Impact of key factors in 2025 and 2030
• 7.4 Threat of new entrants
  • Threat of new entrants - Impact of key factors in 2025 and 2030
• 7.5 Threat of substitutes
  • Threat of substitutes - Impact of key factors in 2025 and 2030
• 7.6 Threat of rivalry
  • Threat of rivalry - Impact of key factors in 2025 and 2030
• 7.7 Market condition

8 Market Segmentation by Device

• 8.1 Market segments
• 8.2 Comparison by Device
• 8.3 Smartphones - Market size and forecast 2025-2030
• 8.4 Surveillance cameras - Market size and forecast 2025-2030
• 8.5 Wearables - Market size and forecast 2025-2030
• 8.6 Smart speakers - Market size and forecast 2025-2030
• 8.7 Edge servers - Market size and forecast 2025-2030
• 8.8 Market opportunity by Device
  • Market opportunity by Device ($ million)

9 Market Segmentation by Processor Type

• 9.1 Market segments
• 9.2 Comparison by Processor Type
• 9.3 NPU - Market size and forecast 2025-2030
• 9.4 GPU - Market size and forecast 2025-2030
• 9.5 ASIC - Market size and forecast 2025-2030
• 9.6 CPU - Market size and forecast 2025-2030
• 9.7 FPGA - Market size and forecast 2025-2030
• 9.8 Market opportunity by Processor Type
  • Market opportunity by Processor Type ($ million)

10 Market Segmentation by Power Rating

• 10.1 Market segments
• 10.2 Comparison by Power Rating
• 10.3 1 to 3W - Market size and forecast 2025-2030
• 10.4 Less than 1W - Market size and forecast 2025-2030
• 10.5 3 to 5W - Market size and forecast 2025-2030
• 10.6 More than 5W - Market size and forecast 2025-2030
• 10.7 Market opportunity by Power Rating
  • Market opportunity by Power Rating ($ million)

11 Customer Landscape

• 11.1 Customer landscape overview
  • Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria

12 Geographic Landscape

• 12.1 Geographic segmentation
• 12.2 Geographic comparison
• 12.3 APAC - Market size and forecast 2025-2030
  • 12.3.1 China - Market size and forecast 2025-2030
  • 12.3.2 Japan - Market size and forecast 2025-2030
  • 12.3.3 India - Market size and forecast 2025-2030
  • 12.3.4 South Korea - Market size and forecast 2025-2030
  • 12.3.5 Australia - Market size and forecast 2025-2030
  • 12.3.6 Indonesia - Market size and forecast 2025-2030
• 12.4 North America - Market size and forecast 2025-2030
  • 12.4.1 US - Market size and forecast 2025-2030
  • 12.4.2 Canada - Market size and forecast 2025-2030
  • 12.4.3 Mexico - Market size and forecast 2025-2030
• 12.5 Europe - Market size and forecast 2025-2030
  • 12.5.1 Germany - Market size and forecast 2025-2030
  • 12.5.2 UK - Market size and forecast 2025-2030
  • 12.5.3 France - Market size and forecast 2025-2030
  • 12.5.4 Italy - Market size and forecast 2025-2030
  • 12.5.5 Spain - Market size and forecast 2025-2030
  • 12.5.6 The Netherlands - Market size and forecast 2025-2030
• 12.6 Middle East and Africa - Market size and forecast 2025-2030
  • 12.6.1 Saudi Arabia - Market size and forecast 2025-2030
  • 12.6.2 UAE - Market size and forecast 2025-2030
  • 12.6.3 South Africa - Market size and forecast 2025-2030
  • 12.6.4 Israel - Market size and forecast 2025-2030
  • 12.6.5 Turkey - Market size and forecast 2025-2030
• 12.7 South America - Market size and forecast 2025-2030
  • 12.7.1 Brazil - Market size and forecast 2025-2030
  • 12.7.2 Argentina - Market size and forecast 2025-2030
  • 12.7.3 Chile - Market size and forecast 2025-2030
• 12.8 Market opportunity by geography
  • Market opportunity by geography ($ million)
  • Data Tables on Market opportunity by geography ($ million)

13 Drivers, Challenges, and Opportunity

• 13.1 Market drivers
  • Rapid industrial automation and smart manufacturing growth
  • Rising demand for autonomous systems and advanced robotics
  • Data privacy regulations and shift toward localized processing
• 13.2 Market challenges
  • High initial costs and supply chain constraints
  • Thermal management and power efficiency limits
  • Software ecosystem fragmentation and integration complexity
• 13.3 Impact of drivers and challenges
  • Impact of drivers and challenges in 2025 and 2030
• 13.4 Market opportunities
  • Shift towards agentic AI on edge devices
  • Advancements in neuromorphic computing architectures
  • Broad integration of AI processing across diverse consumer and industrial edge platforms

14 Competitive Landscape

• 14.1 Overview
• 14.2 Competitive Landscape
  • Overview on criticality of inputs and factors of differentiation
• 14.3 Landscape disruption
  • Overview on factors of disruption
• 14.4 Industry risks
  • Impact of key risks on business

15 Competitive Analysis

• 15.1 Companies profiled
  • Companies covered
• 15.2 Company ranking index
  • Company ranking index
• 15.3 Market positioning of companies
  • Matrix on companies position and classification
• 15.4 Advanced Micro Devices Inc.
  • Advanced Micro Devices Inc. - Overview
  • Advanced Micro Devices Inc. - Business segments
  • Advanced Micro Devices Inc. - Key news
  • Advanced Micro Devices Inc. - Key offerings
  • Advanced Micro Devices Inc. - Segment focus
  • SWOT
• 15.5 Apple Inc.
  • Apple Inc. - Overview
  • Apple Inc. - Business segments
  • Apple Inc. - Key news
  • Apple Inc. - Key offerings
  • Apple Inc. - Segment focus
  • SWOT
• 15.6 Google LLC
  • Google LLC - Overview
  • Google LLC - Product / Service
  • Google LLC - Key offerings
  • SWOT
• 15.7 Huawei Technologies Co. Ltd.
  • Huawei Technologies Co. Ltd. - Overview
  • Huawei Technologies Co. Ltd. - Business segments
  • Huawei Technologies Co. Ltd. - Key news
  • Huawei Technologies Co. Ltd. - Key offerings
  • Huawei Technologies Co. Ltd. - Segment focus
  • SWOT
• 15.8 Infineon Technologies AG
  • Infineon Technologies AG - Overview
  • Infineon Technologies AG - Business segments
  • Infineon Technologies AG - Key news
  • Infineon Technologies AG - Key offerings
  • Infineon Technologies AG - Segment focus
  • SWOT
• 15.9 Intel Corp.
  • Intel Corp. - Overview
  • Intel Corp. - Business segments
  • Intel Corp. - Key news
  • Intel Corp. - Key offerings
  • Intel Corp. - Segment focus
  • SWOT
• 15.10 MediaTek Inc.
  • MediaTek Inc. - Overview
  • MediaTek Inc. - Business segments
  • MediaTek Inc. - Key news
  • MediaTek Inc. - Key offerings
  • MediaTek Inc. - Segment focus
  • SWOT
• 15.11 Microchip Technology Inc.
  • Microchip Technology Inc. - Overview
  • Microchip Technology Inc. - Business segments
  • Microchip Technology Inc. - Key offerings
  • Microchip Technology Inc. - Segment focus
  • SWOT
• 15.12 NVIDIA Corp.
  • NVIDIA Corp. - Overview
  • NVIDIA Corp. - Business segments
  • NVIDIA Corp. - Key news
  • NVIDIA Corp. - Key offerings
  • NVIDIA Corp. - Segment focus
  • SWOT
• 15.13 NXP Semiconductors NV
  • NXP Semiconductors NV - Overview
  • NXP Semiconductors NV - Business segments
  • NXP Semiconductors NV - Key news
  • NXP Semiconductors NV - Key offerings
  • NXP Semiconductors NV - Segment focus
  • SWOT
• 15.14 Qualcomm Inc.
  • Qualcomm Inc. - Overview
  • Qualcomm Inc. - Business segments
  • Qualcomm Inc. - Key news
  • Qualcomm Inc. - Key offerings
  • Qualcomm Inc. - Segment focus
  • SWOT
• 15.15 Renesas Electronics Corp.
  • Renesas Electronics Corp. - Overview
  • Renesas Electronics Corp. - Business segments
  • Renesas Electronics Corp. - Key news
  • Renesas Electronics Corp. - Key offerings
  • Renesas Electronics Corp. - Segment focus
  • SWOT
• 15.16 Samsung Electronics Co. Ltd.
  • Samsung Electronics Co. Ltd. - Overview
  • Samsung Electronics Co. Ltd. - Business segments
  • Samsung Electronics Co. Ltd. - Key news
  • Samsung Electronics Co. Ltd. - Key offerings
  • Samsung Electronics Co. Ltd. - Segment focus
  • SWOT
• 15.17 STMicroelectronics NV
  • STMicroelectronics NV - Overview
  • STMicroelectronics NV - Business segments
  • STMicroelectronics NV - Key offerings
  • STMicroelectronics NV - Segment focus
  • SWOT
• 15.18 Texas Instruments Inc.
  • Texas Instruments Inc. - Overview
  • Texas Instruments Inc. - Business segments
  • Texas Instruments Inc. - Key offerings
  • Texas Instruments Inc. - Segment focus
  • SWOT

16 Appendix

• 16.1 Scope of the report
  • Market definition
  • Objectives
  • Notes and caveats
• 16.2 Inclusions and exclusions checklist
  • Inclusions checklist
  • Exclusions checklist
• 16.3 Currency conversion rates for US$
  • Currency conversion rates for US$
• 16.4 Research methodology
  • Research methodology
• 16.5 Data procurement
  • Information sources
• 16.6 Data validation
  • Data validation
• 16.7 Validation techniques employed for market sizing
  • Validation techniques employed for market sizing
• 16.8 Data synthesis
  • Data synthesis
• 16.9 360 degree market analysis
  • 360 degree market analysis
• 16.10 List of abbreviations
  • List of abbreviations