This in-depth market data research is split into two key modules: Market Growth Outlook and Competitive Analysis. Each of these modules is further configured into several sub-modules to meet the needs of executives as well as marketing, sales, and product development managers. All of these modules and sub-modules may be purchased as a bundle or separately. A brief description of these modules, sub-modules, and their use cases is included below.
The Industrial Edge AI market research delivers current market analysis plus a five-year market and technology forecast. It is available in multiple editions including worldwide, all regions, and most major countries.
Industrial Edge Powers the Next Generation of AI Solutions
Research by ARC Advisory Group highlights the fact that there is a fundamental transition in how artificial intelligence is deployed and managed in industrial settings. Driven by the pursuit of real-time decision making and autonomy, this market is moving AI processing from centralized cloud data centers to the edge of the network, closer to the physical assets and data sources. This decentralization of AI is a direct response to the limitations of cloud-based models, such as high latency, limited bandwidth, and data security concerns, which are particularly critical in industrial environments. While general-purpose ruggedized PCs have long been an important part of the industrial landscape, the specific demands of AI on the edge, including constraints on power, heat, and size, have driven the development of specialized hardware platforms. Traditional devices are now being equipped with power AI accelerators such as GPU, VPUs, NPUs, and more.
Industrial Edge AI Strategic Issues
In addition to providing a five-year market forecast, the Industrial Edge AI market research provides detailed quantitative current market data and addresses key strategic issues as follows.
The Value of Buy versus Build
There is no universally correct choice, but the fundamental trade-off is between speed and control. Buying a pre-configured solution provides a faster time-to-value, while building a custom solution offers greater control and the potential for unique differentiation. A buy strategy is often the most suitable option for standard, mature use cases. Organizations may find that a vendor-supplied solution provides most of the required functionality with a significantly shorter time to market. However, buyers must be aware of the limitations of a pre-built solution, including potential vendor lock-in and less flexibility for customization.
Edge AI Solutions Must Meet Cybersecurity Requirements
Ensuring that a chosen solution meets robust cybersecurity standards is a critical strategic consideration. The traditional isolation of OT systems from IT networks less viable of a security strategy as the domains converge. Edge AI introduces a new layer of connectivity and a broader attack surface, making it a potential entry point for a malicious actor. Compliance with established industrial cybersecurity standards, such as IEC 62443, is a key indicator of a vendor’s commitment to security.
Effective Hardware Platforms for a Given Use Case
The market offers a range of options, from compact gateways to powerful edge servers, and each platform possesses a unique set of characteristics that make it more or less suitable for a given application.
- IPCs are a foundational component in industrial automation and are well-suited for many edge AI applications. Their primary differentiators are their durability, reliability, and form factor.
- Gateways are typically lower-powered devices that serve as the crucial link between industrial sensors and a central server or the cloud. While they lack the raw computational power of an IPC or server, modern edge compute gateways can be equipped with low-power AI accelerators to perform lightweight inference tasks.
- Edge servers are the most powerful of the three platforms, designed for applications that demand significant computational power. They are essentially ruggedized, high-performance computers that bring the power of a data center to the edge. Edge servers are the most effective platform for high-performance, multi-workload use cases. While AI/ML model training still primarily happens at the cloud level, some users are moving the task to on-site edge servers.
Market Data Research Available Datasets
Market Growth Outlook
ARC’s market growth outlook service delivers an in-depth market opportunity analysis including five-year market and technology forecasts and 3-year history trend lines where available. Besides providing an in-depth analysis of the market opportunity provided by each technology, this service allows technology suppliers to analyze their own customized markets consisting of multiple technologies. For example, customers can view different market scenarios by adding or removing technology markets from the analysis, providing them a Total Available Market (TAM) view of their own served market. A list of the available market growth outlook services can be seen in the list below.
This service is designed to help accelerate your organization's ability to understand an up-to-date view of the market opportunity provided by your current product portfolio and analyze how your company’s market opportunity would change if you were to acquire or divest a particular product line. The service will also help you identify and capitalize on emerging markets, whether these markets are based on an emerging technology, region, vertical industry, or application. Built upon a proprietary market model and ARC’s field proven primary research, this service helps product and marketing managers optimize their business plans by identifying the opportunities provided by emerging trends. ARC’s reputation as the preeminent independent provider of market growth opportunity analyses for nearly four decades also provides greater weight to your business plans. ARC’s market growth outlook services are available in a variety of formats depending on whether you view your market opportunities via different technologies, industries, or world regions.
In addition, ARC has a strong history of providing customized market opportunity reports and services to meet your specific needs. For example, you may sell your products only to specific industries and/or in only one or two regions. You tell us your served markets and ARC can quickly configure a report or service designed to best serve your served market.
ARC provides several versions of these reports and services depending on your role in the organization. Executive Views are high level market opportunities designed to help executives quickly identify key trends and market opportunities around the world. In-depth market opportunity analyses provide marketing and product managers more detailed technology specific market information to plan marketing and product development strategies. The following table shows more specific information included in each version.
| Market Growth Outlook Analysis | Use Cases | Target Role |
| Worldwide Market Growth Outlook by Industry & Region with 3-year history where available | In-depth technology-specific strategic growth planning across multiple technologies, applications, regions, and industries | Product & Marketing Managers |
| Worldwide Industry Growth Outlook by Region with 3-year history where available | Strategic technology growth planning for markets defined by a single or multiple vertical industries | Industry Managers |
| Regional/Country Market Growth Outlook by Technology & Industry with 3-year history where available (includes country data) | Strategic technology growth planning for markets defined by a single or multiple world regions | Regional & Country Sales Managers |
| Market Growth Outlook Executive View | Strategic Total Available Market (TAM) growth planning dashboard covering multiple vertical industries, technologies, and world regions | Executives |
Market Competitive Analysis
ARC’s Competitive Analysis services deliver in depth competitive analyses across multiple technologies, applications, regions, and industries. Besides providing an in-depth analysis of the market opportunity provided by each technology, this service allows technology suppliers to analyze their own customized markets consisting of multiple technologies. For example, customers can view different market scenarios by adding or removing technology markets from the analysis, providing them a Total Available Market (TAM) view of their own served market. A list of the available market growth outlook services can be seen in the list below.
This service is designed to help product and marketing managers identify their company’s market positioning across multiple views within their Serviceable Available Market (SAM). Built upon a proprietary market model and ARC’s field proven primary research, this service helps product and marketing managers optimize their business plans by identifying how their company’s market position would change if the company were to acquire or divest a particular product line or technology. ARC’s reputation as the preeminent independent provider of competitive market benchmarking for nearly four decades lends greater weight to your business plans. ARC’s market competitive services are available in a variety of formats depending on whether you view your market opportunities via different technologies, industries, or world regions.
In addition, ARC has a strong history of providing customized market opportunity reports and services to meet the specific needs of our clients. For example, you may sell your products only to specific industries and/or in only one or two regions. You tell us your served markets and ARC can quickly configure a report or service designed to best serve your served market.
ARC provides several versions of these reports and services depending on your role in the organization. Executive Views are high level market competitive analyses designed to help executives quickly assess their SAM by world region, technology, or vertical industry. In-depth competitive market analyses provide marketing and product managers more detailed technology specific benchmarking information to plan marketing and product development strategies. The following table shows more specific information included in each version.
| Competitive Analysis | Use Cases | Target Role |
| Worldwide Competitive Analysis by Technology | In-depth competitive market analysis that quantifies how your company’s market position has changed over time across multiple technologies, applications, regions, and industries | Product & Marketing Managers |
| Worldwide Competitive Analysis by Industry | Strategic technology-based competitive analyses for markets defined by a single or multiple vertical industries | Industry Managers |
| Regional/Country Competitive Analysis by Industry | Strategic technology-based competitive analyses for markets defined by a single or multiple world regions | Regional Sales Managers |
| Competitive Analysis Executive View | Strategic Serviceable Available Market (SAM) analysis dashboard covering multiple vertical industries, technologies, and world regions | Executives |
Strategic Analysis
- Executive Overview
- Market Trends
- Buyer Strategies
- Supplier Strategies
- Growth Contributors and Inhibitors
Competitive Analysis
- Market Shares of the Leading Suppliers
- Market Shares by Region
- North America
- Europe/Middle East/Africa
- Asia
- Latin America
- Market Shares by Revenue Category
- Hardware
- Software
- Services
- Market Shares by Hardware Type
- Gateway
- IPC
- Server
- Market Shares by Industry
- Aerospace & Defense
- Automotive
- Building Automation
- Electric Power Generation
- Electric Power T&D
- Electronics & Electrical
- Food & Beverage
- Machinery
- Medical Products
- Oil & Gas
- Security & Surveillance
- Transportation & Logistics
- Water & Wastewater
- Market Shares by AI Accelerator
- Market Shares by CPU
- Market Shares by Operating System
- Market Shares by Customer Type
- Market Shares by Sales Channel
Market Forecasts
- Total Shipments of Industrial Edge AI
- Shipments by Region
- North America
- Europe/Middle East/Africa
- Asia
- Latin America
- Shipments by Revenue Category
- Hardware
- Software
- Services
- Shipments by Hardware Type
- Gateway
- IPC
- Server
- Shipments by Industry
- Aerospace & Defense
- Automotive
- Building Automation
- Electric Power Generation
- Electric Power T&D
- Electronics & Electrical
- Food & Beverage
- Machinery
- Medical Products
- Oil & Gas
- Security & Surveillance
- Transportation & Logistics
- Water & Wastewater
- Shipments by AI Accelerator
- Shipments by CPU
- Shipments by Operating System
- Shipments by Customer Type
- Shipments by Sales Channel
Industry Participants
The research identifies all relevant suppliers serving this market.
Regional Research Focus Areas
Strategic Analysis
Competitive Analysis
- Leading Suppliers in Region
- Industry Shares in Region
- Country Shares in Region
- Leading Suppliers by Industry
Market Forecasts
- Market Forecast by Country
- Market Forecast by Industry
Industry Participants
List of countries included in each region: MIRA-Country
For More Information
To speak with the author or to purchase the Industrial Edge AI Market Research, please contact us.
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