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
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
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