工業邊緣人工智慧閘道市場規模及佔有率分析：趨勢、促進因素、競爭格局及預測（2026-2032 年）

預計到 2025 年，工業邊緣 AI 閘道市場規模將達到 24.7 億美元，到 2026 年將達到 29.15 億美元。預計到 2032 年，該市場收入將達到 78.69 億美元，2026 年至 2032 年的複合年成長率為 18.0%。

大部分支出仍流向了安裝在機器旁、機櫃內或遠端位置的加固型設備。而價值成長較快的部分則來自部署後的型號更新、安全性修補程式和設備管理。閘道器設備正逐漸從一次性購買轉變為一項多年持續投入。

大型企業正引領潮流。根據歐盟統計局的數據，到2025年，歐盟擁有10名或以上員工的企業中，將有20.0%採用人工智慧技術，高於前一年的13.5%；而大型企業的這一比例將達到55.03%。人工智慧技術在生產現場的應用正引發廣泛關注，並帶來設備訂單。用於檢測零件和入侵的模型需要在機器運行週期內返回結果，並且通常在與網際網路隔離的工廠網路中運行。

關鍵見解

儘管硬體在 2025 年佔銷售額的 77%，但軟體和平台領域也值得關注，預計從 2026 年到 2032 年將以 24.0% 的複合年成長率成長。即使設備已出貨，補丁程式、模型管理和遠端設備叢集控制仍將繼續創造業務。

到2025年，有線乙太網路和現場匯流排將佔銷售額的60%，因為工廠目前已在這些網路上運作。蜂窩網路（4G/5G）連接預計將以24.5%的複合年成長率更快成長，因為管道、風電場和鐵路走廊位於工廠內部佈線網路之外。

預計到2025年，GPU和SoC設計將佔總營收的46%。 NPU、ASIC和FPGA設計預計將以26.0%的複合年成長率成長，部分推動要素是功耗限制。 2025年的研究發現，基於NPU的平台比GPU功耗低35%至70%，同時在許多推理任務中實現了與GPU相當或更高的吞吐量。然而，這一結果是基於伺服器硬體，而非閘道器。

至2025年，在2024年運作中的466.4萬台工業機器人的支援下，客製化製造將佔終端用戶需求的35%，成為領先產業。預計運輸和物流行業將以21.0%的複合年成長率成長，成為成長最快的行業。

預計到2025年，北美將佔最大的區域佔有率，達到36%，年複合成長率為15.5%。由於美國製造業建設支出比2025年7月的水準低21.2%，現有生產線的維修預計將成為推動需求成長的主要動力。

預計到2025年，亞太地區將佔全球銷售額的29%，成為成長最快的地區，複合年成長率（CAGR）為21.5%。 2024年全球部署的54.2萬台工業機器人中，亞洲佔74%。中國佔全球銷售額的12.5%，而印度是成長最快的國家，複合年成長率高達26.0%，主要得益於電子產品產能的擴張。

公共產業正在開拓工廠以外的新市場。預計到2025年，全球電網投資將增加450億美元，達到近4,500億美元。國際能源總署（IEA）也預測，2026年將進一步成長17%。數位化技術的應用可能會將1.8兆美元的電網投資推遲到2050年，因此，更接近資產地分析狀態數據至關重要。

相關法規已設定明確的截止日期。歐盟機械法規將於2027年1月20日生效，認證機構將參與執行安全功能的學習模型的設計週期。此外，自2026年9月11日起，歐盟「網路韌性法案」強制要求在24小時內對已實際利用的漏洞發出預警。

該行業十分分散。多元化的自動化集團、工業運算專家、網路和IT供應商以及連接專家各自掌控著不同的層級，這意味著沒有哪一種類型的公司能夠決定最終結果。獲得IEC 62443-4-2認證以及履行多年的支援義務，對擁有成熟安全團隊的供應商更有利。

近期發展趨勢顯示了供應商的發展方向。 2026年6月，施耐德電機同意以31億美元現金收購一家工業數據和人工智慧軟體公司。 2026年1月，Digi International以5,000萬美元收購了一家邊緣應用基礎設施公司。 2026年4月，西門子正式發表了其工業人工智慧軟體套件；2026年1月，英偉達發布了具備功能安全的工業邊緣人工智慧平台。

目錄

第1章：調查範圍

• 研究目標
• 市場定義
• 分析期間
• 市場規模細分：按細分市場
  • 市場規模細分：按組件
  • 市場規模細分：依性別分類的互聯互通程度
  • 市場規模細分：依人工智慧處理器類型分類
  • 市場規模細分：依最終用途產業分類
  • 市場規模細分：按地區分類
  • 市場規模細分：依國家分類
• 市場數據報告部門
  • 收入
• 主要相關利益者

第2章：研究方法

• 二次調查
• 初步調查
• 市場規模估算
• 數據三角測量
• 外匯
• 調查前提
• 注記和警告

第3章摘要整理

第4章 市場指標

第5章 產業展望

• 產業背景
• 市場趨勢
  • 趨勢
  • 成長促進因素
  • 抑制因素和挑戰
  • 新興經濟體和關鍵機遇
  • 促進因素和抑制因素作用分析
• 波特五力分析
• 打入市場策略

第6章：競爭環境

• 市場公司及其產品/服務列表
• 主要公司的競爭標竿分析
• 主要公司的產品基準分析
• 主要公司近期策略發展

第7章：全球市場

• 市場收入：依組件分類，2021-2032 年
• 市場收入：連結性別，2021-2032 年
• 市場收入：以人工智慧處理器分類，2021-2032 年
• 市場收入：依最終用途產業分類，2021-2032 年
• 市場收入：依地區分類，2021-2032 年

第8章：北美市場

第9章：歐洲市場

第10章：亞太市場

第11章：拉丁美洲市場

第12章：中東和非洲市場

第13章：美國市場

第14章：加拿大市場

第15章：德國市場

第16章英國市場

第17章：法國市場

第18章：義大利市場

第19章：中國市場

第20章：印度市場

第21章：日本市場

第22章：韓國市場

第23章 台灣市場

第24章：澳洲市場

第25章：墨西哥市場

第26章：巴西市場

第27章：沙烏地阿拉伯市場

第28章 阿拉伯聯合大公國市場

第29章：南非市場

第30章：公司簡介

第31章附錄

The industrial edge AI gateway market reached USD 2,470.0 million in 2025 and is estimated at USD 2,915.0 million in 2026. Revenue is forecast to climb to USD 7,869.0 million by 2032, a CAGR of 18.0% from 2026 to 2032.

Most spending still goes to rugged devices mounted beside machines, in cabinets, and at remote sites. The faster-growing value arrives after installation, through model updates, security patches, and fleet management. A gateway becomes a multi-year commitment rather than a one-time equipment purchase.

Large organizations are setting the pace. In 2025, 20.0% of EU enterprises with 10 or more employees used AI technologies, up from 13.5% a year earlier, and the share among large enterprises reached 55.03%, according to Eurostat. Production use turns that interest into device orders. A model that inspects parts or flags an intrusion has to return its result within the machine cycle, often on a plant network isolated from the internet.

Key Insights

Hardware accounted for 77% of revenue in 2025, yet software and platforms is the segment to watch, with a projected CAGR of 24.0% from 2026 to 2032. Patching, model management, and remote fleet control keep generating work long after the device ships.

Wired Ethernet and fieldbus held 60% of 2025 revenue because plants already run on those networks. Cellular (4G/5G) links will grow faster, at a CAGR of 24.5%, as pipelines, wind farms, and rail corridors sit outside plant cabling.

GPU and SoC designs captured 46% of 2025 revenue. NPU, ASIC and FPGA designs are forecast to grow at a CAGR of 26.0%, and power limits explain part of the pull. A 2025 study found NPU-based platforms drew 35% to 70% less power than GPUs while matching or exceeding throughput in many inference tasks, although the result came from server hardware, not gateways.

Discrete manufacturing led end-use demand with a 35% share in 2025, supported by an operational stock of 4,664,000 industrial robots in 2024. Transportation and logistics should expand fastest, at a CAGR of 21.0%.

North America held the largest regional share at 36% in 2025 and is projected to grow at a CAGR of 15.5%. With U.S. manufacturing construction spending 21.2% below its July 2025 level, retrofits of existing lines should drive most of that demand.

Asia-Pacific held 29% of 2025 revenue and is the fastest-growing region, at a CAGR of 21.5%. Asia took 74% of the 542,000 industrial robots installed worldwide in 2024. China accounted for 12.5% of global revenue, while India is the fastest-growing country at a CAGR of 26.0%, fueled by new electronics capacity.

Utilities offer a channel outside the factory. Global grid investment rose by USD 45 billion in 2025 to nearly USD 450 billion, and the International Energy Agency projects a further 17% rise in 2026. Digital technologies could defer USD 1.8 trillion of grid investment to 2050, which favors analyzing condition data close to the asset.

Regulation is setting firm dates. The EU Machinery Regulation applies from January 20, 2027, and brings a notified body into the design cycle for learning models that perform safety functions. Since September 11, 2026, the EU Cyber Resilience Act has required an early warning of an actively exploited vulnerability within 24 hours.

The industry is fragmented. Diversified automation groups, industrial computing specialists, networking and IT vendors, and connectivity specialists each control a different layer, so no single type of company sets terms. Certification to IEC 62443-4-2 and multi-year support duties favor suppliers with established security teams.

Recent moves show where suppliers are heading. Schneider Electric agreed in June 2026 to acquire an industrial data and AI software company for USD 3.1 billion in cash. Digi International bought an edge application infrastructure company for USD 50 million in January 2026. Siemens made its industrial AI software suite generally available in April 2026, and NVIDIA announced an industrial edge AI platform with functional safety in January 2026.

Table of Contents

Chapter 1. Research Scope

• 1.1. Research Objectives
• 1.2. Market Definition
• 1.3. Analysis Period
• 1.4. Market Size Breakdown by Segments
  • 1.4.1. Market Size Breakdown, by Component
  • 1.4.2. Market Size Breakdown, by Connectivity
  • 1.4.3. Market Size Breakdown, by AI Processor
  • 1.4.4. Market Size Breakdown, by End-Use Industry
  • 1.4.5. Market Size Breakdown, by Region
  • 1.4.6. Market Size Breakdown, by Country
• 1.5. Market Data Reporting Unit
  • 1.5.1. Revenue
• 1.6. Key Stakeholders

Chapter 2. Research Methodology

• 2.1. Secondary Research
  • 2.1.1. Paid
  • 2.1.2. Unpaid
  • 2.1.3. P&S Intelligence Database
• 2.2. Primary Research
• 2.3. Market Size Estimation
• 2.4. Data Triangulation
• 2.5. Currency Conversion Rates
• 2.6. Assumptions for the Study
• 2.7. Notes and Caveats

Chapter 3. Executive Summary

Chapter 4. Market Indicators

Chapter 5. Industry Outlook

• 5.1. Industry Background
• 5.2. Market Dynamics
  • 5.2.1. Trends
  • 5.2.2. Drivers
  • 5.2.3. Restraints/Challenges
  • 5.2.4. Emerging Economies and Key Opportunities
  • 5.2.5. Impact Analysis of Drivers/Restraints
• 5.3. Porter's Five Forces Analysis
  • 5.3.1. Bargaining Power of Buyers
  • 5.3.2. Bargaining Power of Suppliers
  • 5.3.3. Threat of New Entrants
  • 5.3.4. Intensity of Rivalry
  • 5.3.5. Threat of Substitutes
• 5.4. Market Entry Strategies

Chapter 6. Competitive Landscape

• 6.1. List of Market Players and their Offerings
• 6.2. Competitive Benchmarking of Key Players
• 6.3. Product Benchmarking of Key Players
• 6.4. Recent Strategic Developments by Key Players

Chapter 7. Global Market

• 7.1. Overview
• 7.2. Market Revenue, by Component (2021-2032)
• 7.3. Market Revenue, by Connectivity (2021-2032)
• 7.4. Market Revenue, by AI Processor (2021-2032)
• 7.5. Market Revenue, by End-Use Industry (2021-2032)
• 7.6. Market Revenue, by Region (2021-2032)

Chapter 8. North America Market

• 8.1. Overview
• 8.2. Market Revenue, by Component (2021-2032)
• 8.3. Market Revenue, by Connectivity (2021-2032)
• 8.4. Market Revenue, by AI Processor (2021-2032)
• 8.5. Market Revenue, by End-Use Industry (2021-2032)
• 8.6. Market Revenue, by Country (2021-2032)

Chapter 9. Europe Market

• 9.1. Overview
• 9.2. Market Revenue, by Component (2021-2032)
• 9.3. Market Revenue, by Connectivity (2021-2032)
• 9.4. Market Revenue, by AI Processor (2021-2032)
• 9.5. Market Revenue, by End-Use Industry (2021-2032)
• 9.6. Market Revenue, by Country (2021-2032)

Chapter 10. Asia-Pacific Market

• 10.1. Overview
• 10.2. Market Revenue, by Component (2021-2032)
• 10.3. Market Revenue, by Connectivity (2021-2032)
• 10.4. Market Revenue, by AI Processor (2021-2032)
• 10.5. Market Revenue, by End-Use Industry (2021-2032)
• 10.6. Market Revenue, by Country (2021-2032)

Chapter 11. Latin America Market

• 11.1. Overview
• 11.2. Market Revenue, by Component (2021-2032)
• 11.3. Market Revenue, by Connectivity (2021-2032)
• 11.4. Market Revenue, by AI Processor (2021-2032)
• 11.5. Market Revenue, by End-Use Industry (2021-2032)
• 11.6. Market Revenue, by Country (2021-2032)

Chapter 12. Middle East and Africa Market

• 12.1. Overview
• 12.2. Market Revenue, by Component (2021-2032)
• 12.3. Market Revenue, by Connectivity (2021-2032)
• 12.4. Market Revenue, by AI Processor (2021-2032)
• 12.5. Market Revenue, by End-Use Industry (2021-2032)
• 12.6. Market Revenue, by Country (2021-2032)

Chapter 13. U.S. Market

• 13.1. Overview
• 13.2. Growth Drivers
• 13.3. Challenges and Barriers
• 13.4. Competitive Strategies
• 13.5. Emerging Players
• 13.6. Market Size and Forecast
  • 13.6.1. Market Revenue, by Component (2021-2032)
  • 13.6.2. Market Revenue, by Connectivity (2021-2032)
  • 13.6.3. Market Revenue, by AI Processor (2021-2032)
  • 13.6.4. Market Revenue, by End-Use Industry (2021-2032)

Chapter 14. Canada Market

• 14.1. Overview
• 14.2. Growth Drivers
• 14.3. Challenges and Barriers
• 14.4. Competitive Strategies
• 14.5. Emerging Players
• 14.6. Market Size and Forecast
  • 14.6.1. Market Revenue, by Component (2021-2032)
  • 14.6.2. Market Revenue, by Connectivity (2021-2032)
  • 14.6.3. Market Revenue, by AI Processor (2021-2032)
  • 14.6.4. Market Revenue, by End-Use Industry (2021-2032)

Chapter 15. Germany Market

• 15.1. Overview
• 15.2. Growth Drivers
• 15.3. Challenges and Barriers
• 15.4. Competitive Strategies
• 15.5. Emerging Players
• 15.6. Market Size and Forecast
  • 15.6.1. Market Revenue, by Component (2021-2032)
  • 15.6.2. Market Revenue, by Connectivity (2021-2032)
  • 15.6.3. Market Revenue, by AI Processor (2021-2032)
  • 15.6.4. Market Revenue, by End-Use Industry (2021-2032)

Chapter 16. U.K. Market

• 16.1. Overview
• 16.2. Growth Drivers
• 16.3. Challenges and Barriers
• 16.4. Competitive Strategies
• 16.5. Emerging Players
• 16.6. Market Size and Forecast
  • 16.6.1. Market Revenue, by Component (2021-2032)
  • 16.6.2. Market Revenue, by Connectivity (2021-2032)
  • 16.6.3. Market Revenue, by AI Processor (2021-2032)
  • 16.6.4. Market Revenue, by End-Use Industry (2021-2032)

Chapter 17. France Market

• 17.1. Overview
• 17.2. Growth Drivers
• 17.3. Challenges and Barriers
• 17.4. Competitive Strategies
• 17.5. Emerging Players
• 17.6. Market Size and Forecast
  • 17.6.1. Market Revenue, by Component (2021-2032)
  • 17.6.2. Market Revenue, by Connectivity (2021-2032)
  • 17.6.3. Market Revenue, by AI Processor (2021-2032)
  • 17.6.4. Market Revenue, by End-Use Industry (2021-2032)

Chapter 18. Italy Market

• 18.1. Overview
• 18.2. Growth Drivers
• 18.3. Challenges and Barriers
• 18.4. Competitive Strategies
• 18.5. Emerging Players
• 18.6. Market Size and Forecast
  • 18.6.1. Market Revenue, by Component (2021-2032)
  • 18.6.2. Market Revenue, by Connectivity (2021-2032)
  • 18.6.3. Market Revenue, by AI Processor (2021-2032)
  • 18.6.4. Market Revenue, by End-Use Industry (2021-2032)

Chapter 19. China Market

• 19.1. Overview
• 19.2. Growth Drivers
• 19.3. Challenges and Barriers
• 19.4. Competitive Strategies
• 19.5. Emerging Players
• 19.6. Market Size and Forecast
  • 19.6.1. Market Revenue, by Component (2021-2032)
  • 19.6.2. Market Revenue, by Connectivity (2021-2032)
  • 19.6.3. Market Revenue, by AI Processor (2021-2032)
  • 19.6.4. Market Revenue, by End-Use Industry (2021-2032)

Chapter 20. India Market

• 20.1. Overview
• 20.2. Growth Drivers
• 20.3. Challenges and Barriers
• 20.4. Competitive Strategies
• 20.5. Emerging Players
• 20.6. Market Size and Forecast
  • 20.6.1. Market Revenue, by Component (2021-2032)
  • 20.6.2. Market Revenue, by Connectivity (2021-2032)
  • 20.6.3. Market Revenue, by AI Processor (2021-2032)
  • 20.6.4. Market Revenue, by End-Use Industry (2021-2032)

Chapter 21. Japan Market

• 21.1. Overview
• 21.2. Growth Drivers
• 21.3. Challenges and Barriers
• 21.4. Competitive Strategies
• 21.5. Emerging Players
• 21.6. Market Size and Forecast
  • 21.6.1. Market Revenue, by Component (2021-2032)
  • 21.6.2. Market Revenue, by Connectivity (2021-2032)
  • 21.6.3. Market Revenue, by AI Processor (2021-2032)
  • 21.6.4. Market Revenue, by End-Use Industry (2021-2032)

Chapter 22. South Korea Market

• 22.1. Overview
• 22.2. Growth Drivers
• 22.3. Challenges and Barriers
• 22.4. Competitive Strategies
• 22.5. Emerging Players
• 22.6. Market Size and Forecast
  • 22.6.1. Market Revenue, by Component (2021-2032)
  • 22.6.2. Market Revenue, by Connectivity (2021-2032)
  • 22.6.3. Market Revenue, by AI Processor (2021-2032)
  • 22.6.4. Market Revenue, by End-Use Industry (2021-2032)

Chapter 23. Taiwan Market

• 23.1. Overview
• 23.2. Growth Drivers
• 23.3. Challenges and Barriers
• 23.4. Competitive Strategies
• 23.5. Emerging Players
• 23.6. Market Size and Forecast
  • 23.6.1. Market Revenue, by Component (2021-2032)
  • 23.6.2. Market Revenue, by Connectivity (2021-2032)
  • 23.6.3. Market Revenue, by AI Processor (2021-2032)
  • 23.6.4. Market Revenue, by End-Use Industry (2021-2032)

Chapter 24. Australia Market

• 24.1. Overview
• 24.2. Growth Drivers
• 24.3. Challenges and Barriers
• 24.4. Competitive Strategies
• 24.5. Emerging Players
• 24.6. Market Size and Forecast
  • 24.6.1. Market Revenue, by Component (2021-2032)
  • 24.6.2. Market Revenue, by Connectivity (2021-2032)
  • 24.6.3. Market Revenue, by AI Processor (2021-2032)
  • 24.6.4. Market Revenue, by End-Use Industry (2021-2032)

Chapter 25. Mexico Market

• 25.1. Overview
• 25.2. Growth Drivers
• 25.3. Challenges and Barriers
• 25.4. Competitive Strategies
• 25.5. Emerging Players
• 25.6. Market Size and Forecast
  • 25.6.1. Market Revenue, by Component (2021-2032)
  • 25.6.2. Market Revenue, by Connectivity (2021-2032)
  • 25.6.3. Market Revenue, by AI Processor (2021-2032)
  • 25.6.4. Market Revenue, by End-Use Industry (2021-2032)

Chapter 26. Brazil Market

• 26.1. Overview
• 26.2. Growth Drivers
• 26.3. Challenges and Barriers
• 26.4. Competitive Strategies
• 26.5. Emerging Players
• 26.6. Market Size and Forecast
  • 26.6.1. Market Revenue, by Component (2021-2032)
  • 26.6.2. Market Revenue, by Connectivity (2021-2032)
  • 26.6.3. Market Revenue, by AI Processor (2021-2032)
  • 26.6.4. Market Revenue, by End-Use Industry (2021-2032)

Chapter 27. Saudi Arabia Market

• 27.1. Overview
• 27.2. Growth Drivers
• 27.3. Challenges and Barriers
• 27.4. Competitive Strategies
• 27.5. Emerging Players
• 27.6. Market Size and Forecast
  • 27.6.1. Market Revenue, by Component (2021-2032)
  • 27.6.2. Market Revenue, by Connectivity (2021-2032)
  • 27.6.3. Market Revenue, by AI Processor (2021-2032)
  • 27.6.4. Market Revenue, by End-Use Industry (2021-2032)

Chapter 28. U.A.E. Market

• 28.1. Overview
• 28.2. Growth Drivers
• 28.3. Challenges and Barriers
• 28.4. Competitive Strategies
• 28.5. Emerging Players
• 28.6. Market Size and Forecast
  • 28.6.1. Market Revenue, by Component (2021-2032)
  • 28.6.2. Market Revenue, by Connectivity (2021-2032)
  • 28.6.3. Market Revenue, by AI Processor (2021-2032)
  • 28.6.4. Market Revenue, by End-Use Industry (2021-2032)

Chapter 29. South Africa Market

• 29.1. Overview
• 29.2. Growth Drivers
• 29.3. Challenges and Barriers
• 29.4. Competitive Strategies
• 29.5. Emerging Players
• 29.6. Market Size and Forecast
  • 29.6.1. Market Revenue, by Component (2021-2032)
  • 29.6.2. Market Revenue, by Connectivity (2021-2032)
  • 29.6.3. Market Revenue, by AI Processor (2021-2032)
  • 29.6.4. Market Revenue, by End-Use Industry (2021-2032)

Chapter 30. Company Profiles

Chapter 31. Appendix

• 31.1. Sources and References
• 31.2. Related Reports