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산업 자동화용 엣지 AI 시장 규모, 점유율, 동향 분석 : 조직 규모별, 전개 방식별, 구성요소별, 최종 용도별, 솔루션별, 지역별, 전망 및 예측(2024-2031년)

Global Edge AI in Industrial Automation Market Size, Share & Trends Analysis Report By Organization Size, By Deployment Type, By Component, By End-Use, By Solutions, By Regional Outlook and Forecast, 2024 - 2031
발행일: | 리서치사: KBV Research | 페이지 정보: 영문 506 Pages | 배송안내 : 즉시배송

    
    
    



※ 본 상품은 영문 자료로 한글과 영문 목차에 불일치하는 내용이 있을 경우 영문을 우선합니다. 정확한 검토를 위해 영문 목차를 참고해주시기 바랍니다.

산업 자동화용 엣지 AI 시장 규모는 예측 기간 동안 25.4%의 CAGR로 성장하여 2031년까지 2,684억 달러에 달할 것으로 예상됩니다.

KBV Cardinal matrix에 제시된 분석에 따르면 Microsoft Corporation과 Google LLC는 산업 자동화 시장에서 엣지 AI의 선구자이며, 2024년 3월 Microsoft Corporation과 Hitachi는 수십억 달러 규모의 전략적 파트너십을 체결하고 수십억 달러를 투자했습니다. 수십억 달러 규모의 전략적 파트너십을 시작하여 생성형 AI를 사용하여 Lumada 솔루션을 강화하고 27만 명의 직원의 생산성을 향상시키고 5만 명 이상의 전문가를 교육하는 데 사용했습니다. 이 협력은 에너지, 모빌리티, 지속가능성 이니셔티브의 혁신을 촉진하기 위한 것으로, 아마존 웹 서비스(Amazon Web Services, Inc.), 엔비디아(NVIDIA Corporation), IBM Corporation과 같은 기업들은 산업 자동화 시장에서 엣지 AI의 선도적인 역할을 하고 있습니다. 산업 자동화 시장에서 엣지 AI를 선도하는 주요 혁신 기업 중 일부입니다.

시장 성장요인

엣지 AI는 실시간 의사결정과 로컬 데이터 처리를 용이하게함으로써 문제가 발생했을 때 이를 해결하고 생산의 연속성을 보장합니다. 이를 통해 운영 효율성을 높이고 산업 자동화 시스템의 전반적인 신뢰성과 안전성을 강화할 수 있기 때문에 엣지 AI는 현대의 제조 환경에 필수적인 기술이 될 수 있습니다. 따라서 효율성 향상과 지연 시간 단축이라는 엣지 AI의 장점은 그 수요를 더욱 증가시켜 시장 성장을 뒷받침하고 있습니다.

또한, 로봇은 작업자의 입회 없이도 작업자에게 해를 끼치지 않고 설비 점검이나 자재 운반을 할 수 있기 때문에 사람의 안전이 우려되는 위험지역에서 특히 유용합니다. 이처럼 산업계에서 로봇의 활용이 증가함에 따라 그 장점으로 인해 엣지 AI에 대한 수요도 증가해 시장 확대의 원동력이 될 것으로 보입니다.

시장 억제요인

상호운용성을 위한 공통 프레임워크나 표준이 존재하지 않는다는 것은 이러한 다양한 기기를 종합적인 AI 시스템에 통합하기 위해서는 광범위한 커스터마이징이 필요하다는 것을 의미합니다. 각 장비는 엣지 AI 시스템에 연결하기 위해 고유한 솔루션이 필요할 수 있으며, 이는 번거롭고 통합 프로세스를 더욱 복잡하게 만들 수 있습니다. 따라서 이러한 문제들은 대규모 엣지 AI 솔루션의 구현을 어렵게 만들고 있습니다.

시장의 주요 기업들은 시장에서 경쟁력을 유지하기 위해 다양하고 혁신적인 제품으로 경쟁하고 있습니다. 시장의 주요 기업들은 다양한 산업의 수요를 충족시키기 위해 다양한 전략을 채택하고 있습니다. 시장의 주요 개발 전략은 파트너십, 협업 및 계약입니다.

구성요소 전망

구성요소를 기반으로 시장은 하드웨어, 소프트웨어 및 서비스로 분류됩니다. 하드웨어 부문은 2023년 시장에서 56%의 매출 점유율을 차지했습니다. 이러한 확대는 주로 AI 알고리즘을 로컬에서 처리하고 지연을 줄이고 산업 환경에서 필수적인 실시간 의사결정을 촉진 할 수있는 고급 주변 장치에 대한 수요 증가에 기인합니다.

하드웨어 전망

하드웨어 부문은 엣지 디바이스, 센서, 게이트웨이로 나뉩니다. 센서 부문은 2023년 산업 자동화 시장의 엣지 AI에서 28%의 매출 점유율을 기록했습니다. 이 부문은 산업 환경 전반에 걸쳐 정확하고 신뢰할 수 있는 데이터 수집에 대한 요구가 증가하고 있음을 반영하고 있습니다. 센서는 온도, 압력, 진동, 품질 지표 등 AI 기반 자동화 프로세스의 입력으로 작용하는 다양한 매개변수와 관련된 데이터를 수집하는 데 필수적입니다.

소프트웨어 전망

소프트웨어 부문은 엣지 플랫폼, AI 알고리즘, 머신러닝 모델로 세분화되며, AI 알고리즘 부문은 2023년 산업 자동화 시장의 엣지 AI에서 30%의 매출 점유율을 차지했습니다. 특정 산업 애플리케이션에 맞게 조정된 AI 알고리즘은 에지 장치와 센서에서 수집한 데이터를 처리하고 실시간 인사이트와 의사결정을 내리는 데 필수적입니다.

서비스 전망

서비스 부문은 도입, 통합, 컨설팅으로 세분화되어 있습니다. 통합 부문은 2023년 시장에서 35%의 매출 점유율을 기록했습니다. 많은 산업 시설들이 애초에 AI 호환성을 위해 설계되지 않은 레거시 장비를 사용하여 운영되고 있기 때문에 통합 프로세스가 복잡합니다. 전문 통합 서비스는 새로운 AI 솔루션과 기존 시스템 간의 간극을 메우고 함께 작동할 수 있도록 보장합니다.

솔루션 전망

솔루션을 기반으로 시장은 예지보전, 품질 관리 및 검사, 공정 최적화, 이상 감지, 에너지 효율 관리 등으로 분류됩니다. 예지보전 부문은 2023년 시장에서 28%의 매출 점유율을 기록했습니다. 예지보전은 에지에서 실시간 데이터 처리와 머신러닝 알고리즘을 활용하여 장비의 상태를 지속적으로 모니터링하고 잠재적인 문제를 예측하여 비용이 많이 드는 장애로 발전하기 전에 해결합니다.

최종 용도 전망

최종 용도별로 시장은 제조, 에너지 및 유틸리티, 석유 및 가스, 자동차, 물류 및 운송, 헬스케어, 기타로 분류됩니다. 에너지 및 유틸리티 부문은 2023년 시장에서 19%의 매출 점유율을 차지했습니다. 엣지 AI 솔루션은 발전 설비를 모니터링하고, 에너지 소비 패턴을 분석하고, 유지보수 필요성을 예측하는 데 필수적입니다.

전개 유형 전망

전개 유형에 따라 산업 자동화용 엣지 AI 시장은 온프레미스와 클라우드로 나뉩니다. 클라우드 부문은 2023년 산업 자동화용 엣지 AI 시장에서 44%의 매출 점유율을 차지했습니다. 클라우드 기반 솔루션을 통해 기업은 하드웨어에 많은 자본을 투자하지 않고도 강력한 컴퓨팅 리소스에 액세스할 수 있습니다.

조직 규모 전망

조직 규모에 따라 시장은 대기업과 중소기업으로 나뉩니다. 대기업 부문은 2023년 시장에서 68%의 매출 점유율을 기록했습니다. 대기업은 종종 최첨단 AI 솔루션을 대규모로 구현할 재정적 여유가있어 운영 효율성을 높이고 다운 타임을 줄이며 생산 품질을 향상시킬 수 있습니다.

지역 전망

지역별로 시장은 북미, 유럽, 아시아태평양, 라틴아메리카, 중동 및 아프리카에서 분석되었습니다. 유럽 부문은 2023년 시장에서 25%의 매출 점유율을 차지했습니다. 유럽 국가들은 에너지 소비를 최적화하고 탄소 배출량을 줄이는 데 중점을두고 산업 프로세스를 현대화하기 위해 산업 4.0 기술을 구현하는 데 앞장서고 있습니다.

시장 경쟁 및 특성

산업 자동화용 엣지 AI 시장은 급속한 기술 발전과 혁신에 중점을 둔 매우 경쟁이 치열한 시장입니다. 주요 특징으로는 실시간 처리, 강화된 데이터 프라이버시 및 보안, 다양한 디바이스에 걸친 확장성 등이 있으며, IoT와의 통합은 보다 스마트한 제조 및 예측 유지보수를 위해 필수적입니다. 기업들은 다양한 고객층을 끌어들이기 위해 파트너십과 경쟁력 있는 가격 책정을 중요시하고 있습니다. 비용 효율적인 자동화 및 맞춤형 솔루션에 대한 수요가 증가하면서 업계 내 시장 성장과 기술 발전이 가속화되고 있습니다.

목차

제1장 시장 범위와 조사 방법

  • 시장 정의
  • 목적
  • 시장 범위
  • 세분화
  • 조사 방법

제2장 시장 요람

  • 주요 하이라이트

제3장 시장 개요

  • 소개
    • 개요
      • 시장 구성과 시나리오
  • 시장에 영향을 미치는 주요 요인
    • 시장 성장 촉진요인
    • 시장 성장 억제요인
    • 시장 기회
    • 시장 과제

제4장 경쟁 분석 : 세계

  • KBV Cardinal Matrix
  • 최근 업계 전체의 전략적 전개
    • 파트너십, 협업 및 계약
    • 제품 발매와 제품 확대
    • 인수와 합병
    • 지역적 확대
  • 시장 점유율 분석, 2023년
  • 주요 성공 전략
    • 주요 전략
    • 주요 전략적 활동
  • Porter's Five Forces 분석

제5장 산업 자동화용 엣지 AI 세계 시장 : 조직 규모별

  • 세계의 대기업 시장 : 지역별
  • 세계의 중소기업 시장 : 지역별

제6장 산업 자동화용 엣지 AI 세계 시장 : 전개 방식별

  • 세계의 온프레미스 시장 : 지역별
  • 세계의 클라우드 시장 : 지역별

제7장 산업 자동화용 엣지 AI 세계 시장 : 구성요소별

  • 세계의 하드웨어 시장 : 지역별
  • 세계의 소프트웨어 시장 : 지역별
  • 세계의 서비스 시장 : 지역별

제8장 산업 자동화용 엣지 AI 세계 시장 : 최종 용도별

  • 세계의 제조 시장 : 지역별
  • 세계의 에너지·유틸리티 시장 : 지역별
  • 세계의 석유 및 가스 시장 : 지역별
  • 세계의 자동차 시장 : 지역별
  • 세계의 물류·수송 시장 : 지역별
  • 세계의 헬스케어 시장 : 지역별
  • 세계의 기타 최종 용도 시장 : 지역별

제9장 산업 자동화용 엣지 AI 세계 시장 : 솔루션별

  • 세계의 예지보전 시장 : 지역별
  • 세계의 품질 관리·검사 시장 : 지역별
  • 세계의 프로세스 최적화 시장 : 지역별
  • 세계의 이상 검출 시장 : 지역별
  • 세계의 에너지 효율 관리 시장 : 지역별
  • 세계의 기타 솔루션 시장 : 지역별

제10장 산업 자동화용 엣지 AI 세계 시장 : 지역별

  • 북미
    • 북미의 시장 : 국가별
      • 미국
      • 캐나다
      • 멕시코
      • 기타 북미
  • 유럽
    • 유럽의 시장 : 국가별
      • 독일
      • 영국
      • 프랑스
      • 러시아
      • 스페인
      • 이탈리아
      • 기타 유럽
  • 아시아태평양
    • 아시아태평양의 시장 : 국가별
      • 중국
      • 일본
      • 인도
      • 한국
      • 싱가포르
      • 말레이시아
      • 기타 아시아태평양
  • 라틴아메리카, 중동 및 아프리카
    • 라틴아메리카, 중동 및 아프리카 시장 : 국가별
      • 브라질
      • 아르헨티나
      • 아랍에미리트
      • 사우디아라비아
      • 남아프리카공화국
      • 나이지리아
      • 기타 라틴아메리카, 중동 및 아프리카

제11장 기업 개요

  • Microsoft Corporation
  • IBM Corporation
  • Amazon Web Services, Inc(Amazon.com, Inc.)
  • NVIDIA Corporation
  • Google LLC(Alphabet Inc)
  • Synaptics Incorporated
  • Nutanix, Inc
  • Adlink Technology, Inc
  • Gorilla Technology Group Inc
  • Oracle Corporation

제12장 산업 자동화용 엣지 AI 시장 성공 필수 조건

ksm 24.11.15

The Global Edge AI in Industrial Automation Market size is expected to reach $268.4 billion by 2031, rising at a market growth of 25.4% CAGR during the forecast period.

As industries strive for higher operational efficiency, reduced downtime, and optimized production processes, AI software solutions are vital in analyzing data, detecting anomalies, and generating actionable insights. The growth of this segment is further supported by the increasing adoption of sophisticated algorithms and machine learning models tailored to address specific industrial requirements. These software solutions allow companies to maximize the potential of their hardware investments by leveraging AI for improved decision-making, automation, and overall productivity. Thus, the software segment procured 29% revenue share in the edge AI in industrial automation market in 2023.

The major strategies followed by the market participants are Partnerships as the key developmental strategy to keep pace with the changing demands of end users. For instance, In September, 2024, Oracle has formed a partnership with Anduril Industries to integrate Anduril's Lattice command and control platform with Oracle Cloud Infrastructure. This alliance is set to strengthen global defense capabilities, providing secure and scalable solutions for mission-critical operations from the datacenter to the tactical edge. Additionally, In September, 2024, Gorilla Technology Group Inc. has partnered with Lanner Electronics to establish a joint venture focused on manufacturing next-generation AI-enabled security convergence appliances in Thailand. This collaboration is designed to address global cybersecurity demands through a diverse product lineup, improving manufacturing efficiency, quality, and scalability.

Based on the Analysis presented in the KBV Cardinal matrix; Microsoft Corporation and Google LLC are the forerunners in the Edge AI in Industrial Automation Market. In March, 2024, Microsoft Corporation and Hitachi came into partnership to launch a strategic multi-billion-dollar partnership to enhance Lumada solutions with generative AI, improve productivity for 270,000 employees, and train over 50,000 professionals. The collaboration aims to drive innovation in energy, mobility, and sustainability efforts. Companies such as Amazon Web Services, Inc., NVIDIA Corporation and IBM Corporation are some of the key innovators in Edge AI in Industrial Automation Market.

Market Growth Factors

By facilitating real-time decision-making and processing data locally, edge AI guarantees that production continuity is maintained by resolving such issues when they arise. This improves operational efficiency and enhances industrial automation systems' overall reliability and safety, making edge AI a vital technology for modern manufacturing environments. Hence, the benefits of edge AI in improved efficiency and reduced latency further expedite its demand, thereby supporting the market's growth.

Additionally, this is especially beneficial in hazardous areas where human safety is an issue since it enables robots to perform equipment inspections or material transportation without posing a threat to human laborers because it eliminates the need for human workers to be present. Thus, as the use of robots increases in industries, the demand for edge AI will also increase owing to its advantages. This, in turn, will drive the expansion of the market.

Market Restraining Factors

The absence of a common framework or standard for interoperability means that integrating these different pieces of equipment with an overarching AI system requires extensive customization. Each piece of machinery may need a unique solution to connect with the edge AI system, which can be cumbersome and add further complexity to the integration process. Thus, these issues make implementation of edge AI solutions at scale challenging.

The leading players in the market are competing with diverse innovative offerings to remain competitive in the market. The above illustration shows the percentage of revenue shared by some of the leading companies in the market. The leading players of the market are adopting various strategies in order to cater demand coming from the different industries. The key developmental strategies in the market are Partnerships, Collaborations & Agreements.

Component Outlook

Based on component, the market is segmented into hardware, software, and services. The hardware segment garnered 56% revenue share in the market in 2023. This expansion was primarily the result of the increasing demand for sophisticated periphery devices that can process AI algorithms locally, thereby reducing latency and facilitating real-time decision-making, which is essential in industrial settings.

Hardware Outlook

The hardware segment is divided into edge devices, sensors, and gateways. The sensors segment witnessed 28% revenue share in the edge AI in industrial automation market in 2023. The expanding segment reflects the increasing need for accurate and reliable data collection across industrial environments. Sensors are fundamental in capturing data related to various parameters, such as temperature, pressure, vibration, and quality metrics, which serve as inputs for AI-driven automation processes.

Software Outlook

The software segment is further fragmented into edge platforms, AI algorithms, and machine learning models. The AI algorithms segment procured 30% revenue share in the edge AI in industrial automation market in 2023. AI algorithms, tailored to specific industrial applications, are crucial for processing data collected by edge devices and sensors, enabling real-time insights and decision-making.

Services Outlook

The services segment is further segmented into deployment, integration, and consulting. The integration segment recorded 35% revenue share in the market in 2023. Many industrial facilities operate with legacy equipment not initially designed for AI compatibility, making the integration process complex. Specialized integration services help bridge the gap between new AI solutions and traditional systems, ensuring they work cohesively.

Solution Outlook

On the basis of solutions, the market is classified into predictive maintenance, quality control & inspection, process optimization, anomaly detection, energy efficiency management, and others. The predictive maintenance segment witnessed 28% revenue share in the market in 2023. Predictive maintenance leverages real-time data processing and machine learning algorithms at the edge to continuously monitor the health of equipment and predict potential issues before they escalate into costly failures.

End Use Outlook

By end-use, the market is divided into manufacturing, energy & utilities, oil & gas, automotive, logistics & transportation, healthcare, and others. The energy & utilities segment garnered 19% revenue share in the market in 2023. Edge AI solutions are crucial in monitoring power generation equipment, analyzing energy consumption patterns, and predicting maintenance needs.

Deployment Type

Based on deployment type, the edge AI in industrial automation market is bifurcated into on-premise and cloud. The cloud segment acquired 44% revenue share in the edge AI in industrial automation market in 2023. Cloud-based solutions allow companies to access powerful computational resources without significant capital investment in hardware.

Organization Type Outlook

On the basis of organization type, the market is divided into large enterprises and small & medium enterprises. The large enterprises segment recorded 68% revenue share in the market in 2023. Large enterprises often have the financial capacity to implement cutting-edge AI solutions on a broad scale, which helps them achieve greater operational efficiency, reduce downtime, and enhance production quality.

Regional Outlook

Region-wise, the market is analyzed across North America, Europe, Asia Pacific, and LAMEA. The Europe segment procured 25% revenue share in the market in 2023. European countries have been at the forefront of implementing Industry 4.0 technologies to modernize their industrial processes, focusing on optimizing energy consumption and reducing carbon emissions.

Market Competition and Attributes

The Edge AI in the Industrial Automation market is highly competitive, characterized by rapid technological advancements and a focus on innovation. Key attributes include real-time processing, enhanced data privacy and security, and scalability across various devices. Integration with IoT is essential for smarter manufacturing and predictive maintenance. Companies emphasize partnerships and competitive pricing to attract a diverse customer base. The growing demand for cost-effective automation and customized solutions drives market growth and technological advancements within the industry.

Recent Strategies Deployed in the Market

  • Sep-2024: Oracle Corporation has launched new AI-powered features for Oracle Fusion Data Intelligence, introducing intelligent applications tailored for Human Capital Management and Supply Chain Management. These enhancements are designed to improve decision-making by delivering actionable insights and facilitating better data integration within organizations.
  • Sep-2024: Oracle has formed a partnership with Anduril Industries to integrate Anduril's Lattice command and control platform with Oracle Cloud Infrastructure. This alliance is set to strengthen global defense capabilities, providing secure and scalable solutions for mission-critical operations from the datacenter to the tactical edge.
  • Sep-2024: Gorilla Technology Group Inc. has partnered with Lanner Electronics to establish a joint venture focused on manufacturing next-generation AI-enabled security convergence appliances in Thailand. This collaboration is designed to address global cybersecurity demands through a diverse product lineup, improving manufacturing efficiency, quality, and scalability.
  • Jul-2024: Adlink Technology, Inc. launched the AI Edge Server MEC-AI7400 series, designed for smart manufacturing to drive AI innovation and digital transformation. With flexible configurations and rapid delivery, it enhances production efficiency and responsiveness while integrating generative AI and digital twin technologies for future innovations.
  • Jun-2024: Adlink Technology, Inc. announced significant advancements in edge AI during COMPUTEX 2024, in partnership with NVIDIA, to enhance offerings in healthcare, smart manufacturing, and transportation. Notable product launches include the DLAP-211-Orin for smart parking solutions, the MLB-IGX for medical AI applications, and the EGX-MXM-AD2000 for enhanced AI graphics capabilities.
  • May-2024: Nutanix, Inc. announced AI partnerships and a new partner program at its. Next conference, focusing on enhancing generative AI applications through collaborations with NVIDIA and EnterpriseDB. The initiatives aim to simplify on-premises AI adoption while ensuring scalability, security, and efficiency.

List of Key Companies Profiled

  • Microsoft Corporation
  • IBM Corporation
  • Amazon Web Services, Inc. (Amazon.com, Inc.)
  • NVIDIA Corporation
  • Google LLC (Alphabet Inc.)
  • Synaptics Incorporated
  • Nutanix, Inc.
  • Adlink Technology, Inc.
  • Gorilla Technology Group Inc.
  • Oracle Corporation

Global Edge AI in Industrial Automation Market Report Segmentation

By Organization Size

  • Large Enterprises
  • Small & Medium Enterprises

By Deployment Type

  • On-premise
  • Cloud

By Component

  • Hardware
    • Edge Devices
    • Sensors
    • Gateways
  • Software
    • Edge Platforms
    • AI Algorithms
    • Machine Learning Models
  • Services
    • Deployment
    • Integration
    • Consulting

By End-Use

  • Manufacturing
  • Energy & Utilities
  • Oil & Gas
  • Automotive
  • Logistics & Transportation
  • Healthcare
  • Other End-Uses

By Solutions

  • Predictive Maintenance
  • Quality Control & Inspection
  • Process Optimization
  • Anomaly Detection
  • Energy Efficiency Management
  • Other Solutions

By Geography

  • North America
    • US
    • Canada
    • Mexico
    • Rest of North America
  • Europe
    • Germany
    • UK
    • France
    • Russia
    • Spain
    • Italy
    • Rest of Europe
  • Asia Pacific
    • China
    • Japan
    • India
    • South Korea
    • Singapore
    • Malaysia
    • Rest of Asia Pacific
  • LAMEA
    • Brazil
    • Argentina
    • UAE
    • Saudi Arabia
    • South Africa
    • Nigeria
    • Rest of LAMEA

Table of Contents

Chapter 1. Market Scope & Methodology

  • 1.1 Market Definition
  • 1.2 Objectives
  • 1.3 Market Scope
  • 1.4 Segmentation
    • 1.4.1 Global Edge AI in Industrial Automation Market, by Organization Size
    • 1.4.2 Global Edge AI in Industrial Automation Market, by Deployment Type
    • 1.4.3 Global Edge AI in Industrial Automation Market, by Component
    • 1.4.4 Global Edge AI in Industrial Automation Market, by End-Use
    • 1.4.5 Global Edge AI in Industrial Automation Market, by Solutions
    • 1.4.6 Global Edge AI in Industrial Automation Market, by Geography
  • 1.5 Methodology for the research

Chapter 2. Market at a Glance

  • 2.1 Key Highlights

Chapter 3. Market Overview

  • 3.1 Introduction
    • 3.1.1 Overview
      • 3.1.1.1 Market Composition and Scenario
  • 3.2 Key Factors Impacting the Market
    • 3.2.1 Market Drivers
    • 3.2.2 Market Restraints
    • 3.2.3 Market Opportunities
    • 3.2.4 Market Challenges

Chapter 4. Competition Analysis - Global

  • 4.1 KBV Cardinal Matrix
  • 4.2 Recent Industry Wide Strategic Developments
    • 4.2.1 Partnerships, Collaborations and Agreements
    • 4.2.2 Product Launches and Product Expansions
    • 4.2.3 Acquisition and Mergers
    • 4.2.4 Geographical Expansion
  • 4.3 Market Share Analysis, 2023
  • 4.4 Top Winning Strategies
    • 4.4.1 Key Leading Strategies: Percentage Distribution (2020-2024)
    • 4.4.2 Key Strategic Move: (Partnerships, Collaborations & Agreements: 2020, May - 2024, Sep) Leading Players
  • 4.5 Porter Five Forces Analysis

Chapter 5. Global Edge AI in Industrial Automation Market by Organization Size

  • 5.1 Global Large Enterprises Market by Region
  • 5.2 Global Small & Medium Enterprises Market by Region

Chapter 6. Global Edge AI in Industrial Automation Market by Deployment Type

  • 6.1 Global On-premise Market by Region
  • 6.2 Global Cloud Market by Region

Chapter 7. Global Edge AI in Industrial Automation Market by Component

  • 7.1 Global Hardware Market by Region
  • 7.2 Global Edge AI in Industrial Automation Market by Hardware Type
    • 7.2.1 Global Edge Devices Market by Region
    • 7.2.2 Global Sensors Market by Region
    • 7.2.3 Global Gateways Market by Region
  • 7.3 Global Software Market by Region
  • 7.4 Global Edge AI in Industrial Automation Market by Software Type
    • 7.4.1 Global Edge Platforms Market by Region
    • 7.4.2 Global AI Algorithms Market by Region
    • 7.4.3 Global Machine Learning Models Market by Region
  • 7.5 Global Services Market by Region
  • 7.6 Global Edge AI in Industrial Automation Market by Services Type
    • 7.6.1 Global Deployment Market by Region
    • 7.6.2 Global Integration Market by Region
    • 7.6.3 Global Consulting Market by Region

Chapter 8. Global Edge AI in Industrial Automation Market by End-Use

  • 8.1 Global Manufacturing Market by Region
  • 8.2 Global Energy & Utilities Market by Region
  • 8.3 Global Oil & Gas Market by Region
  • 8.4 Global Automotive Market by Region
  • 8.5 Global Logistics & Transportation Market by Region
  • 8.6 Global Healthcare Market by Region
  • 8.7 Global Other End-Uses Market by Region

Chapter 9. Global Edge AI in Industrial Automation Market by Solutions

  • 9.1 Global Predictive Maintenance Market by Region
  • 9.2 Global Quality Control & Inspection Market by Region
  • 9.3 Global Process Optimization Market by Region
  • 9.4 Global Anomaly Detection Market by Region
  • 9.5 Global Energy Efficiency Management Market by Region
  • 9.6 Global Other Solutions Market by Region

Chapter 10. Global Edge AI in Industrial Automation Market by Region

  • 10.1 North America Edge AI in Industrial Automation Market
    • 10.1.1 North America Edge AI in Industrial Automation Market by Organization Size
      • 10.1.1.1 North America Large Enterprises Market by Region
      • 10.1.1.2 North America Small & Medium Enterprises Market by Region
    • 10.1.2 North America Edge AI in Industrial Automation Market by Deployment Type
      • 10.1.2.1 North America On-premise Market by Region
      • 10.1.2.2 North America Cloud Market by Region
    • 10.1.3 North America Edge AI in Industrial Automation Market by Component
      • 10.1.3.1 North America Hardware Market by Country
      • 10.1.3.2 North America Edge AI in Industrial Automation Market by Hardware Type
        • 10.1.3.2.1 North America Edge Devices Market by Country
        • 10.1.3.2.2 North America Sensors Market by Country
        • 10.1.3.2.3 North America Gateways Market by Country
      • 10.1.3.3 North America Software Market by Country
      • 10.1.3.4 North America Edge AI in Industrial Automation Market by Software Type
        • 10.1.3.4.1 North America Edge Platforms Market by Country
        • 10.1.3.4.2 North America AI Algorithms Market by Country
        • 10.1.3.4.3 North America Machine Learning Models Market by Country
      • 10.1.3.5 North America Services Market by Country
      • 10.1.3.6 North America Edge AI in Industrial Automation Market by Services Type
        • 10.1.3.6.1 North America Deployment Market by Country
        • 10.1.3.6.2 North America Integration Market by Country
        • 10.1.3.6.3 North America Consulting Market by Country
    • 10.1.4 North America Edge AI in Industrial Automation Market by End-Use
      • 10.1.4.1 North America Manufacturing Market by Country
      • 10.1.4.2 North America Energy & Utilities Market by Country
      • 10.1.4.3 North America Oil & Gas Market by Country
      • 10.1.4.4 North America Automotive Market by Country
      • 10.1.4.5 North America Logistics & Transportation Market by Country
      • 10.1.4.6 North America Healthcare Market by Country
      • 10.1.4.7 North America Other End-Uses Market by Country
    • 10.1.5 North America Edge AI in Industrial Automation Market by Solutions
      • 10.1.5.1 North America Predictive Maintenance Market by Country
      • 10.1.5.2 North America Quality Control & Inspection Market by Country
      • 10.1.5.3 North America Process Optimization Market by Country
      • 10.1.5.4 North America Anomaly Detection Market by Country
      • 10.1.5.5 North America Energy Efficiency Management Market by Country
      • 10.1.5.6 North America Other Solutions Market by Country
    • 10.1.6 North America Edge AI in Industrial Automation Market by Country
      • 10.1.6.1 US Edge AI in Industrial Automation Market
        • 10.1.6.1.1 US Edge AI in Industrial Automation Market by Organization Size
        • 10.1.6.1.2 US Edge AI in Industrial Automation Market by Deployment Type
        • 10.1.6.1.3 US Edge AI in Industrial Automation Market by Component
          • 10.1.6.1.3.1 US Edge AI in Industrial Automation Market by Hardware Type
          • 10.1.6.1.3.2 US Edge AI in Industrial Automation Market by Software Type
          • 10.1.6.1.3.3 US Edge AI in Industrial Automation Market by Services Type
        • 10.1.6.1.4 US Edge AI in Industrial Automation Market by End-Use
        • 10.1.6.1.5 US Edge AI in Industrial Automation Market by Solutions
      • 10.1.6.2 Canada Edge AI in Industrial Automation Market
        • 10.1.6.2.1 Canada Edge AI in Industrial Automation Market by Organization Size
        • 10.1.6.2.2 Canada Edge AI in Industrial Automation Market by Deployment Type
        • 10.1.6.2.3 Canada Edge AI in Industrial Automation Market by Component
          • 10.1.6.2.3.1 Canada Edge AI in Industrial Automation Market by Hardware Type
          • 10.1.6.2.3.2 Canada Edge AI in Industrial Automation Market by Software Type
          • 10.1.6.2.3.3 Canada Edge AI in Industrial Automation Market by Services Type
        • 10.1.6.2.4 Canada Edge AI in Industrial Automation Market by End-Use
        • 10.1.6.2.5 Canada Edge AI in Industrial Automation Market by Solutions
      • 10.1.6.3 Mexico Edge AI in Industrial Automation Market
        • 10.1.6.3.1 Mexico Edge AI in Industrial Automation Market by Organization Size
        • 10.1.6.3.2 Mexico Edge AI in Industrial Automation Market by Deployment Type
        • 10.1.6.3.3 Mexico Edge AI in Industrial Automation Market by Component
          • 10.1.6.3.3.1 Mexico Edge AI in Industrial Automation Market by Hardware Type
          • 10.1.6.3.3.2 Mexico Edge AI in Industrial Automation Market by Software Type
          • 10.1.6.3.3.3 Mexico Edge AI in Industrial Automation Market by Services Type
        • 10.1.6.3.4 Mexico Edge AI in Industrial Automation Market by End-Use
        • 10.1.6.3.5 Mexico Edge AI in Industrial Automation Market by Solutions
      • 10.1.6.4 Rest of North America Edge AI in Industrial Automation Market
        • 10.1.6.4.1 Rest of North America Edge AI in Industrial Automation Market by Organization Size
        • 10.1.6.4.2 Rest of North America Edge AI in Industrial Automation Market by Deployment Type
        • 10.1.6.4.3 Rest of North America Edge AI in Industrial Automation Market by Component
          • 10.1.6.4.3.1 Rest of North America Edge AI in Industrial Automation Market by Hardware Type
          • 10.1.6.4.3.2 Rest of North America Edge AI in Industrial Automation Market by Software Type
          • 10.1.6.4.3.3 Rest of North America Edge AI in Industrial Automation Market by Services Type
        • 10.1.6.4.4 Rest of North America Edge AI in Industrial Automation Market by End-Use
        • 10.1.6.4.5 Rest of North America Edge AI in Industrial Automation Market by Solutions
  • 10.2 Europe Edge AI in Industrial Automation Market
    • 10.2.1 Europe Edge AI in Industrial Automation Market by Organization Size
      • 10.2.1.1 Europe Large Enterprises Market by Country
      • 10.2.1.2 Europe Small & Medium Enterprises Market by Country
    • 10.2.2 Europe Edge AI in Industrial Automation Market by Deployment Type
      • 10.2.2.1 Europe On-premise Market by Country
      • 10.2.2.2 Europe Cloud Market by Country
    • 10.2.3 Europe Edge AI in Industrial Automation Market by Component
      • 10.2.3.1 Europe Hardware Market by Country
      • 10.2.3.2 Europe Edge AI in Industrial Automation Market by Hardware Type
        • 10.2.3.2.1 Europe Edge Devices Market by Country
        • 10.2.3.2.2 Europe Sensors Market by Country
        • 10.2.3.2.3 Europe Gateways Market by Country
      • 10.2.3.3 Europe Software Market by Country
      • 10.2.3.4 Europe Edge AI in Industrial Automation Market by Software Type
        • 10.2.3.4.1 Europe Edge Platforms Market by Country
        • 10.2.3.4.2 Europe AI Algorithms Market by Country
        • 10.2.3.4.3 Europe Machine Learning Models Market by Country
      • 10.2.3.5 Europe Services Market by Country
      • 10.2.3.6 Europe Edge AI in Industrial Automation Market by Services Type
        • 10.2.3.6.1 Europe Deployment Market by Country
        • 10.2.3.6.2 Europe Integration Market by Country
        • 10.2.3.6.3 Europe Consulting Market by Country
    • 10.2.4 Europe Edge AI in Industrial Automation Market by End-Use
      • 10.2.4.1 Europe Manufacturing Market by Country
      • 10.2.4.2 Europe Energy & Utilities Market by Country
      • 10.2.4.3 Europe Oil & Gas Market by Country
      • 10.2.4.4 Europe Automotive Market by Country
      • 10.2.4.5 Europe Logistics & Transportation Market by Country
      • 10.2.4.6 Europe Healthcare Market by Country
      • 10.2.4.7 Europe Other End-Uses Market by Country
    • 10.2.5 Europe Edge AI in Industrial Automation Market by Solutions
      • 10.2.5.1 Europe Predictive Maintenance Market by Country
      • 10.2.5.2 Europe Quality Control & Inspection Market by Country
      • 10.2.5.3 Europe Process Optimization Market by Country
      • 10.2.5.4 Europe Anomaly Detection Market by Country
      • 10.2.5.5 Europe Energy Efficiency Management Market by Country
      • 10.2.5.6 Europe Other Solutions Market by Country
    • 10.2.6 Europe Edge AI in Industrial Automation Market by Country
      • 10.2.6.1 Germany Edge AI in Industrial Automation Market
        • 10.2.6.1.1 Germany Edge AI in Industrial Automation Market by Organization Size
        • 10.2.6.1.2 Germany Edge AI in Industrial Automation Market by Deployment Type
        • 10.2.6.1.3 Germany Edge AI in Industrial Automation Market by Component
          • 10.2.6.1.3.1 Germany Edge AI in Industrial Automation Market by Hardware Type
          • 10.2.6.1.3.2 Germany Edge AI in Industrial Automation Market by Software Type
          • 10.2.6.1.3.3 Germany Edge AI in Industrial Automation Market by Services Type
        • 10.2.6.1.4 Germany Edge AI in Industrial Automation Market by End-Use
        • 10.2.6.1.5 Germany Edge AI in Industrial Automation Market by Solutions
      • 10.2.6.2 UK Edge AI in Industrial Automation Market
        • 10.2.6.2.1 UK Edge AI in Industrial Automation Market by Organization Size
        • 10.2.6.2.2 UK Edge AI in Industrial Automation Market by Deployment Type
        • 10.2.6.2.3 UK Edge AI in Industrial Automation Market by Component
          • 10.2.6.2.3.1 UK Edge AI in Industrial Automation Market by Hardware Type
          • 10.2.6.2.3.2 UK Edge AI in Industrial Automation Market by Software Type
          • 10.2.6.2.3.3 UK Edge AI in Industrial Automation Market by Services Type
        • 10.2.6.2.4 UK Edge AI in Industrial Automation Market by End-Use
        • 10.2.6.2.5 UK Edge AI in Industrial Automation Market by Solutions
      • 10.2.6.3 France Edge AI in Industrial Automation Market
        • 10.2.6.3.1 France Edge AI in Industrial Automation Market by Organization Size
        • 10.2.6.3.2 France Edge AI in Industrial Automation Market by Deployment Type
        • 10.2.6.3.3 France Edge AI in Industrial Automation Market by Component
          • 10.2.6.3.3.1 France Edge AI in Industrial Automation Market by Hardware Type
          • 10.2.6.3.3.2 France Edge AI in Industrial Automation Market by Software Type
          • 10.2.6.3.3.3 France Edge AI in Industrial Automation Market by Services Type
        • 10.2.6.3.4 France Edge AI in Industrial Automation Market by End-Use
        • 10.2.6.3.5 France Edge AI in Industrial Automation Market by Solutions
      • 10.2.6.4 Russia Edge AI in Industrial Automation Market
        • 10.2.6.4.1 Russia Edge AI in Industrial Automation Market by Organization Size
        • 10.2.6.4.2 Russia Edge AI in Industrial Automation Market by Deployment Type
        • 10.2.6.4.3 Russia Edge AI in Industrial Automation Market by Component
          • 10.2.6.4.3.1 Russia Edge AI in Industrial Automation Market by Hardware Type
          • 10.2.6.4.3.2 Russia Edge AI in Industrial Automation Market by Software Type
          • 10.2.6.4.3.3 Russia Edge AI in Industrial Automation Market by Services Type
        • 10.2.6.4.4 Russia Edge AI in Industrial Automation Market by End-Use
        • 10.2.6.4.5 Russia Edge AI in Industrial Automation Market by Solutions
      • 10.2.6.5 Spain Edge AI in Industrial Automation Market
        • 10.2.6.5.1 Spain Edge AI in Industrial Automation Market by Organization Size
        • 10.2.6.5.2 Spain Edge AI in Industrial Automation Market by Deployment Type
        • 10.2.6.5.3 Spain Edge AI in Industrial Automation Market by Component
          • 10.2.6.5.3.1 Spain Edge AI in Industrial Automation Market by Hardware Type
          • 10.2.6.5.3.2 Spain Edge AI in Industrial Automation Market by Software Type
          • 10.2.6.5.3.3 Spain Edge AI in Industrial Automation Market by Services Type
        • 10.2.6.5.4 Spain Edge AI in Industrial Automation Market by End-Use
        • 10.2.6.5.5 Spain Edge AI in Industrial Automation Market by Solutions
      • 10.2.6.6 Italy Edge AI in Industrial Automation Market
        • 10.2.6.6.1 Italy Edge AI in Industrial Automation Market by Organization Size
        • 10.2.6.6.2 Italy Edge AI in Industrial Automation Market by Deployment Type
        • 10.2.6.6.3 Italy Edge AI in Industrial Automation Market by Component
          • 10.2.6.6.3.1 Italy Edge AI in Industrial Automation Market by Hardware Type
          • 10.2.6.6.3.2 Italy Edge AI in Industrial Automation Market by Software Type
          • 10.2.6.6.3.3 Italy Edge AI in Industrial Automation Market by Services Type
        • 10.2.6.6.4 Italy Edge AI in Industrial Automation Market by End-Use
        • 10.2.6.6.5 Italy Edge AI in Industrial Automation Market by Solutions
      • 10.2.6.7 Rest of Europe Edge AI in Industrial Automation Market
        • 10.2.6.7.1 Rest of Europe Edge AI in Industrial Automation Market by Organization Size
        • 10.2.6.7.2 Rest of Europe Edge AI in Industrial Automation Market by Deployment Type
        • 10.2.6.7.3 Rest of Europe Edge AI in Industrial Automation Market by Component
          • 10.2.6.7.3.1 Rest of Europe Edge AI in Industrial Automation Market by Hardware Type
          • 10.2.6.7.3.2 Rest of Europe Edge AI in Industrial Automation Market by Software Type
          • 10.2.6.7.3.3 Rest of Europe Edge AI in Industrial Automation Market by Services Type
        • 10.2.6.7.4 Rest of Europe Edge AI in Industrial Automation Market by End-Use
        • 10.2.6.7.5 Rest of Europe Edge AI in Industrial Automation Market by Solutions
  • 10.3 Asia Pacific Edge AI in Industrial Automation Market
    • 10.3.1 Asia Pacific Edge AI in Industrial Automation Market by Organization Size
      • 10.3.1.1 Asia Pacific Large Enterprises Market by Country
      • 10.3.1.2 Asia Pacific Small & Medium Enterprises Market by Country
    • 10.3.2 Asia Pacific Edge AI in Industrial Automation Market by Deployment Type
      • 10.3.2.1 Asia Pacific On-premise Market by Country
      • 10.3.2.2 Asia Pacific Cloud Market by Country
    • 10.3.3 Asia Pacific Edge AI in Industrial Automation Market by Component
      • 10.3.3.1 Asia Pacific Hardware Market by Country
      • 10.3.3.2 Asia Pacific Edge AI in Industrial Automation Market by Hardware Type
        • 10.3.3.2.1 Asia Pacific Edge Devices Market by Country
        • 10.3.3.2.2 Asia Pacific Sensors Market by Country
        • 10.3.3.2.3 Asia Pacific Gateways Market by Country
      • 10.3.3.3 Asia Pacific Software Market by Country
      • 10.3.3.4 Asia Pacific Edge AI in Industrial Automation Market by Software Type
        • 10.3.3.4.1 Asia Pacific Edge Platforms Market by Country
        • 10.3.3.4.2 Asia Pacific AI Algorithms Market by Country
        • 10.3.3.4.3 Asia Pacific Machine Learning Models Market by Country
      • 10.3.3.5 Asia Pacific Services Market by Country
      • 10.3.3.6 Asia Pacific Edge AI in Industrial Automation Market by Services Type
        • 10.3.3.6.1 Asia Pacific Deployment Market by Country
        • 10.3.3.6.2 Asia Pacific Integration Market by Country
        • 10.3.3.6.3 Asia Pacific Consulting Market by Country
    • 10.3.4 Asia Pacific Edge AI in Industrial Automation Market by End-Use
      • 10.3.4.1 Asia Pacific Manufacturing Market by Country
      • 10.3.4.2 Asia Pacific Energy & Utilities Market by Country
      • 10.3.4.3 Asia Pacific Oil & Gas Market by Country
      • 10.3.4.4 Asia Pacific Automotive Market by Country
      • 10.3.4.5 Asia Pacific Logistics & Transportation Market by Country
      • 10.3.4.6 Asia Pacific Healthcare Market by Country
      • 10.3.4.7 Asia Pacific Other End-Uses Market by Country
    • 10.3.5 Asia Pacific Edge AI in Industrial Automation Market by Solutions
      • 10.3.5.1 Asia Pacific Predictive Maintenance Market by Country
      • 10.3.5.2 Asia Pacific Quality Control & Inspection Market by Country
      • 10.3.5.3 Asia Pacific Process Optimization Market by Country
      • 10.3.5.4 Asia Pacific Anomaly Detection Market by Country
      • 10.3.5.5 Asia Pacific Energy Efficiency Management Market by Country
      • 10.3.5.6 Asia Pacific Other Solutions Market by Country
    • 10.3.6 Asia Pacific Edge AI in Industrial Automation Market by Country
      • 10.3.6.1 China Edge AI in Industrial Automation Market
        • 10.3.6.1.1 China Edge AI in Industrial Automation Market by Organization Size
        • 10.3.6.1.2 China Edge AI in Industrial Automation Market by Deployment Type
        • 10.3.6.1.3 China Edge AI in Industrial Automation Market by Component
          • 10.3.6.1.3.1 China Edge AI in Industrial Automation Market by Hardware Type
          • 10.3.6.1.3.2 China Edge AI in Industrial Automation Market by Software Type
          • 10.3.6.1.3.3 China Edge AI in Industrial Automation Market by Services Type
        • 10.3.6.1.4 China Edge AI in Industrial Automation Market by End-Use
        • 10.3.6.1.5 China Edge AI in Industrial Automation Market by Solutions
      • 10.3.6.2 Japan Edge AI in Industrial Automation Market
        • 10.3.6.2.1 Japan Edge AI in Industrial Automation Market by Organization Size
        • 10.3.6.2.2 Japan Edge AI in Industrial Automation Market by Deployment Type
        • 10.3.6.2.3 Japan Edge AI in Industrial Automation Market by Component
          • 10.3.6.2.3.1 Japan Edge AI in Industrial Automation Market by Hardware Type
          • 10.3.6.2.3.2 Japan Edge AI in Industrial Automation Market by Software Type
          • 10.3.6.2.3.3 Japan Edge AI in Industrial Automation Market by Services Type
        • 10.3.6.2.4 Japan Edge AI in Industrial Automation Market by End-Use
        • 10.3.6.2.5 Japan Edge AI in Industrial Automation Market by Solutions
      • 10.3.6.3 India Edge AI in Industrial Automation Market
        • 10.3.6.3.1 India Edge AI in Industrial Automation Market by Organization Size
        • 10.3.6.3.2 India Edge AI in Industrial Automation Market by Deployment Type
        • 10.3.6.3.3 India Edge AI in Industrial Automation Market by Component
          • 10.3.6.3.3.1 India Edge AI in Industrial Automation Market by Hardware Type
          • 10.3.6.3.3.2 India Edge AI in Industrial Automation Market by Software Type
          • 10.3.6.3.3.3 India Edge AI in Industrial Automation Market by Services Type
        • 10.3.6.3.4 India Edge AI in Industrial Automation Market by End-Use
        • 10.3.6.3.5 India Edge AI in Industrial Automation Market by Solutions
      • 10.3.6.4 South Korea Edge AI in Industrial Automation Market
        • 10.3.6.4.1 South Korea Edge AI in Industrial Automation Market by Organization Size
        • 10.3.6.4.2 South Korea Edge AI in Industrial Automation Market by Deployment Type
        • 10.3.6.4.3 South Korea Edge AI in Industrial Automation Market by Component
          • 10.3.6.4.3.1 South Korea Edge AI in Industrial Automation Market by Hardware Type
          • 10.3.6.4.3.2 South Korea Edge AI in Industrial Automation Market by Software Type
          • 10.3.6.4.3.3 South Korea Edge AI in Industrial Automation Market by Services Type
        • 10.3.6.4.4 South Korea Edge AI in Industrial Automation Market by End-Use
        • 10.3.6.4.5 South Korea Edge AI in Industrial Automation Market by Solutions
      • 10.3.6.5 Singapore Edge AI in Industrial Automation Market
        • 10.3.6.5.1 Singapore Edge AI in Industrial Automation Market by Organization Size
        • 10.3.6.5.2 Singapore Edge AI in Industrial Automation Market by Deployment Type
        • 10.3.6.5.3 Singapore Edge AI in Industrial Automation Market by Component
          • 10.3.6.5.3.1 Singapore Edge AI in Industrial Automation Market by Hardware Type
          • 10.3.6.5.3.2 Singapore Edge AI in Industrial Automation Market by Software Type
          • 10.3.6.5.3.3 Singapore Edge AI in Industrial Automation Market by Services Type
        • 10.3.6.5.4 Singapore Edge AI in Industrial Automation Market by End-Use
        • 10.3.6.5.5 Singapore Edge AI in Industrial Automation Market by Solutions
      • 10.3.6.6 Malaysia Edge AI in Industrial Automation Market
        • 10.3.6.6.1 Malaysia Edge AI in Industrial Automation Market by Organization Size
        • 10.3.6.6.2 Malaysia Edge AI in Industrial Automation Market by Deployment Type
        • 10.3.6.6.3 Malaysia Edge AI in Industrial Automation Market by Component
          • 10.3.6.6.3.1 Malaysia Edge AI in Industrial Automation Market by Hardware Type
          • 10.3.6.6.3.2 Malaysia Edge AI in Industrial Automation Market by Software Type
          • 10.3.6.6.3.3 Malaysia Edge AI in Industrial Automation Market by Services Type
        • 10.3.6.6.4 Malaysia Edge AI in Industrial Automation Market by End-Use
        • 10.3.6.6.5 Malaysia Edge AI in Industrial Automation Market by Solutions
      • 10.3.6.7 Rest of Asia Pacific Edge AI in Industrial Automation Market
        • 10.3.6.7.1 Rest of Asia Pacific Edge AI in Industrial Automation Market by Organization Size
        • 10.3.6.7.2 Rest of Asia Pacific Edge AI in Industrial Automation Market by Deployment Type
        • 10.3.6.7.3 Rest of Asia Pacific Edge AI in Industrial Automation Market by Component
          • 10.3.6.7.3.1 Rest of Asia Pacific Edge AI in Industrial Automation Market by Hardware Type
          • 10.3.6.7.3.2 Rest of Asia Pacific Edge AI in Industrial Automation Market by Software Type
          • 10.3.6.7.3.3 Rest of Asia Pacific Edge AI in Industrial Automation Market by Services Type
        • 10.3.6.7.4 Rest of Asia Pacific Edge AI in Industrial Automation Market by End-Use
        • 10.3.6.7.5 Rest of Asia Pacific Edge AI in Industrial Automation Market by Solutions
  • 10.4 LAMEA Edge AI in Industrial Automation Market
    • 10.4.1 LAMEA Edge AI in Industrial Automation Market by Organization Size
      • 10.4.1.1 LAMEA Large Enterprises Market by Country
      • 10.4.1.2 LAMEA Small & Medium Enterprises Market by Country
    • 10.4.2 LAMEA Edge AI in Industrial Automation Market by Deployment Type
      • 10.4.2.1 LAMEA On-premise Market by Country
      • 10.4.2.2 LAMEA Cloud Market by Country
    • 10.4.3 LAMEA Edge AI in Industrial Automation Market by Component
      • 10.4.3.1 LAMEA Hardware Market by Country
      • 10.4.3.2 LAMEA Edge AI in Industrial Automation Market by Hardware Type
        • 10.4.3.2.1 LAMEA Edge Devices Market by Country
        • 10.4.3.2.2 LAMEA Sensors Market by Country
        • 10.4.3.2.3 LAMEA Gateways Market by Country
      • 10.4.3.3 LAMEA Software Market by Country
      • 10.4.3.4 LAMEA Edge AI in Industrial Automation Market by Software Type
        • 10.4.3.4.1 LAMEA Edge Platforms Market by Country
        • 10.4.3.4.2 LAMEA AI Algorithms Market by Country
        • 10.4.3.4.3 LAMEA Machine Learning Models Market by Country
      • 10.4.3.5 LAMEA Services Market by Country
      • 10.4.3.6 LAMEA Edge AI in Industrial Automation Market by Services Type
        • 10.4.3.6.1 LAMEA Deployment Market by Country
        • 10.4.3.6.2 LAMEA Integration Market by Country
        • 10.4.3.6.3 LAMEA Consulting Market by Country
    • 10.4.4 LAMEA Edge AI in Industrial Automation Market by End-Use
      • 10.4.4.1 LAMEA Manufacturing Market by Country
      • 10.4.4.2 LAMEA Energy & Utilities Market by Country
      • 10.4.4.3 LAMEA Oil & Gas Market by Country
      • 10.4.4.4 LAMEA Automotive Market by Country
      • 10.4.4.5 LAMEA Logistics & Transportation Market by Country
      • 10.4.4.6 LAMEA Healthcare Market by Country
      • 10.4.4.7 LAMEA Other End-Uses Market by Country
    • 10.4.5 LAMEA Edge AI in Industrial Automation Market by Solutions
      • 10.4.5.1 LAMEA Predictive Maintenance Market by Country
      • 10.4.5.2 LAMEA Quality Control & Inspection Market by Country
      • 10.4.5.3 LAMEA Process Optimization Market by Country
      • 10.4.5.4 LAMEA Anomaly Detection Market by Country
      • 10.4.5.5 LAMEA Energy Efficiency Management Market by Country
      • 10.4.5.6 LAMEA Other Solutions Market by Country
    • 10.4.6 LAMEA Edge AI in Industrial Automation Market by Country
      • 10.4.6.1 Brazil Edge AI in Industrial Automation Market
        • 10.4.6.1.1 Brazil Edge AI in Industrial Automation Market by Organization Size
        • 10.4.6.1.2 Brazil Edge AI in Industrial Automation Market by Deployment Type
        • 10.4.6.1.3 Brazil Edge AI in Industrial Automation Market by Component
          • 10.4.6.1.3.1 Brazil Edge AI in Industrial Automation Market by Hardware Type
          • 10.4.6.1.3.2 Brazil Edge AI in Industrial Automation Market by Software Type
          • 10.4.6.1.3.3 Brazil Edge AI in Industrial Automation Market by Services Type
        • 10.4.6.1.4 Brazil Edge AI in Industrial Automation Market by End-Use
        • 10.4.6.1.5 Brazil Edge AI in Industrial Automation Market by Solutions
      • 10.4.6.2 Argentina Edge AI in Industrial Automation Market
        • 10.4.6.2.1 Argentina Edge AI in Industrial Automation Market by Organization Size
        • 10.4.6.2.2 Argentina Edge AI in Industrial Automation Market by Deployment Type
        • 10.4.6.2.3 Argentina Edge AI in Industrial Automation Market by Component
          • 10.4.6.2.3.1 Argentina Edge AI in Industrial Automation Market by Hardware Type
          • 10.4.6.2.3.2 Argentina Edge AI in Industrial Automation Market by Software Type
          • 10.4.6.2.3.3 Argentina Edge AI in Industrial Automation Market by Services Type
        • 10.4.6.2.4 Argentina Edge AI in Industrial Automation Market by End-Use
        • 10.4.6.2.5 Argentina Edge AI in Industrial Automation Market by Solutions
      • 10.4.6.3 UAE Edge AI in Industrial Automation Market
        • 10.4.6.3.1 UAE Edge AI in Industrial Automation Market by Organization Size
        • 10.4.6.3.2 UAE Edge AI in Industrial Automation Market by Deployment Type
        • 10.4.6.3.3 UAE Edge AI in Industrial Automation Market by Component
          • 10.4.6.3.3.1 UAE Edge AI in Industrial Automation Market by Hardware Type
          • 10.4.6.3.3.2 UAE Edge AI in Industrial Automation Market by Software Type
          • 10.4.6.3.3.3 UAE Edge AI in Industrial Automation Market by Services Type
        • 10.4.6.3.4 UAE Edge AI in Industrial Automation Market by End-Use
        • 10.4.6.3.5 UAE Edge AI in Industrial Automation Market by Solutions
      • 10.4.6.4 Saudi Arabia Edge AI in Industrial Automation Market
        • 10.4.6.4.1 Saudi Arabia Edge AI in Industrial Automation Market by Organization Size
        • 10.4.6.4.2 Saudi Arabia Edge AI in Industrial Automation Market by Deployment Type
        • 10.4.6.4.3 Saudi Arabia Edge AI in Industrial Automation Market by Component
          • 10.4.6.4.3.1 Saudi Arabia Edge AI in Industrial Automation Market by Hardware Type
          • 10.4.6.4.3.2 Saudi Arabia Edge AI in Industrial Automation Market by Software Type
          • 10.4.6.4.3.3 Saudi Arabia Edge AI in Industrial Automation Market by Services Type
        • 10.4.6.4.4 Saudi Arabia Edge AI in Industrial Automation Market by End-Use
        • 10.4.6.4.5 Saudi Arabia Edge AI in Industrial Automation Market by Solutions
      • 10.4.6.5 South Africa Edge AI in Industrial Automation Market
        • 10.4.6.5.1 South Africa Edge AI in Industrial Automation Market by Organization Size
        • 10.4.6.5.2 South Africa Edge AI in Industrial Automation Market by Deployment Type
        • 10.4.6.5.3 South Africa Edge AI in Industrial Automation Market by Component
          • 10.4.6.5.3.1 South Africa Edge AI in Industrial Automation Market by Hardware Type
          • 10.4.6.5.3.2 South Africa Edge AI in Industrial Automation Market by Software Type
          • 10.4.6.5.3.3 South Africa Edge AI in Industrial Automation Market by Services Type
        • 10.4.6.5.4 South Africa Edge AI in Industrial Automation Market by End-Use
        • 10.4.6.5.5 South Africa Edge AI in Industrial Automation Market by Solutions
      • 10.4.6.6 Nigeria Edge AI in Industrial Automation Market
        • 10.4.6.6.1 Nigeria Edge AI in Industrial Automation Market by Organization Size
        • 10.4.6.6.2 Nigeria Edge AI in Industrial Automation Market by Deployment Type
        • 10.4.6.6.3 Nigeria Edge AI in Industrial Automation Market by Component
          • 10.4.6.6.3.1 Nigeria Edge AI in Industrial Automation Market by Hardware Type
          • 10.4.6.6.3.2 Nigeria Edge AI in Industrial Automation Market by Software Type
          • 10.4.6.6.3.3 Nigeria Edge AI in Industrial Automation Market by Services Type
        • 10.4.6.6.4 Nigeria Edge AI in Industrial Automation Market by End-Use
        • 10.4.6.6.5 Nigeria Edge AI in Industrial Automation Market by Solutions
      • 10.4.6.7 Rest of LAMEA Edge AI in Industrial Automation Market
        • 10.4.6.7.1 Rest of LAMEA Edge AI in Industrial Automation Market by Organization Size
        • 10.4.6.7.2 Rest of LAMEA Edge AI in Industrial Automation Market by Deployment Type
        • 10.4.6.7.3 Rest of LAMEA Edge AI in Industrial Automation Market by Component
          • 10.4.6.7.3.1 Rest of LAMEA Edge AI in Industrial Automation Market by Hardware Type
          • 10.4.6.7.3.2 Rest of LAMEA Edge AI in Industrial Automation Market by Software Type
          • 10.4.6.7.3.3 Rest of LAMEA Edge AI in Industrial Automation Market by Services Type
        • 10.4.6.7.4 Rest of LAMEA Edge AI in Industrial Automation Market by End-Use
        • 10.4.6.7.5 Rest of LAMEA Edge AI in Industrial Automation Market by Solutions

Chapter 11. Company Profiles

  • 11.1 Microsoft Corporation
    • 11.1.1 Company Overview
    • 11.1.2 Financial Analysis
    • 11.1.3 Segmental and Regional Analysis
    • 11.1.4 Research & Development Expenses
    • 11.1.5 Recent strategies and developments:
      • 11.1.5.1 Partnerships, Collaborations, and Agreements:
      • 11.1.5.2 Product Launches and Product Expansions:
      • 11.1.5.3 Acquisition and Mergers:
    • 11.1.6 SWOT Analysis
  • 11.2 IBM Corporation
    • 11.2.1 Company Overview
    • 11.2.2 Financial Analysis
    • 11.2.3 Regional & Segmental Analysis
    • 11.2.4 Research & Development Expenses
    • 11.2.5 Recent strategies and developments:
      • 11.2.5.1 Partnerships, Collaborations, and Agreements:
      • 11.2.5.2 Product Launches and Product Expansions:
      • 11.2.5.3 Acquisition and Mergers:
    • 11.2.6 SWOT Analysis
  • 11.3 Amazon Web Services, Inc. (Amazon.com, Inc.)
    • 11.3.1 Company Overview
    • 11.3.2 Financial Analysis
    • 11.3.3 Segmental Analysis
    • 11.3.4 Recent strategies and developments:
      • 11.3.4.1 Partnerships, Collaborations, and Agreements:
      • 11.3.4.2 Geographical Expansions:
    • 11.3.5 SWOT Analysis
  • 11.4 NVIDIA Corporation
    • 11.4.1 Company Overview
    • 11.4.2 Financial Analysis
    • 11.4.3 Segmental and Regional Analysis
    • 11.4.4 Research & Development Expenses
    • 11.4.5 Recent strategies and developments:
      • 11.4.5.1 Partnerships, Collaborations, and Agreements:
    • 11.4.6 SWOT Analysis
  • 11.5 Google LLC (Alphabet Inc.)
    • 11.5.1 Company Overview
    • 11.5.2 Financial Analysis
    • 11.5.3 Segmental and Regional Analysis
    • 11.5.4 Research & Development Expense
    • 11.5.5 Recent strategies and developments:
      • 11.5.5.1 Partnerships, Collaborations, and Agreements:
      • 11.5.5.2 Acquisition and Mergers:
    • 11.5.6 SWOT Analysis
  • 11.6 Synaptics Incorporated
    • 11.6.1 Company Overview
    • 11.6.2 Financial Analysis
    • 11.6.3 Regional Analysis
    • 11.6.4 Research & Development Expenses
    • 11.6.5 Recent strategies and developments:
      • 11.6.5.1 Partnerships, Collaborations, and Agreements:
      • 11.6.5.2 Product Launches and Product Expansions:
      • 11.6.5.3 Acquisition and Mergers:
    • 11.6.6 SWOT Analysis
  • 11.7 Nutanix, Inc.
    • 11.7.1 Company Overview
    • 11.7.2 Financial Analysis
    • 11.7.3 Regional Analysis
    • 11.7.4 Research & Development Expenses
    • 11.7.5 Recent strategies and developments:
      • 11.7.5.1 Partnerships, Collaborations, and Agreements:
  • 11.8 Adlink Technology, Inc.
    • 11.8.1 Company Overview
    • 11.8.2 Financial Analysis
    • 11.8.3 Regional Analysis
    • 11.8.4 Research & Development Expenses
    • 11.8.5 Recent strategies and developments:
      • 11.8.5.1 Partnerships, Collaborations, and Agreements:
      • 11.8.5.2 Product Launches and Product Expansions:
  • 11.9 Gorilla Technology Group Inc.
    • 11.9.1 Company Overview
    • 11.9.2 Financial Analysis
    • 11.9.3 Segmental and Regional Analysis
    • 11.9.4 Research & Development Expenses
    • 11.9.5 Recent strategies and developments:
      • 11.9.5.1 Partnerships, Collaborations, and Agreements:
  • 11.10. Oracle Corporation
    • 11.10.1 Company Overview
    • 11.10.2 Financial Analysis
    • 11.10.3 Segmental and Regional Analysis
    • 11.10.4 Research & Development Expense
    • 11.10.5 Recent strategies and developments:
      • 11.10.5.1 Partnerships, Collaborations, and Agreements:
      • 11.10.5.2 Product Launches and Product Expansions:
    • 11.10.6 SWOT Analysis

Chapter 12. Winning Imperatives of Edge AI in Industrial Automation Market

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