High-Performance Edge AI Computing for Industrial Applications
★ What is an AI Panel PC/AI Industrial PC?
An AI Panel PC/AI Industrial PC is an industrial computer designed to run artificial intelligence workloads directly at the edge.
Compared with traditional industrial PCs, AI Panel PCs/Industrial PC integrate modern processors with dedicated AI acceleration engines, enabling faster and more efficient AI inference for real-time industrial applications.
Our AI Panel PCs/Industrial PC are powered by Intel Core Ultra processors, which feature a built-in Intel® AI Boost NPU (Neural Processing Unit) designed to accelerate AI inference workloads at the edge.

Compared with CPU or GPU processing, the NPU can provide:
• Lower power consumption
• Efficient AI inference acceleration
• Better performance for continuous AI workloads
Typical AI applications include:
• Machine vision inspection
• Object detection
• Image recognition
• Edge AI analytics
• Industrial automation AI systems
This architecture enables industrial devices to process AI tasks locally without relying on cloud computing.
★ AI Panel PC vs Traditional Industrial PC

| Feature | Traditional Industrial PC | AI Panel PC |
| Processor AI Acceleration | Intel Core i5 / i7 CPU / GPU only | Intel Core Ultra CPU + GPU + NPU |
| Built-in NPU | ✘ NO | ✔ Intel AI Boost |
| AI Performance | Limited | Up to 21 TOPS |
| Power Efficiency | Moderate | Optimized for AI workloads |
| Real-time AI Processing | Limited | Designed for edge AI |
| Typical Applications | HMI / PLC control | AI vision / automation |
★ Intel Core Ultra AI Architecture
Intel Core Ultra processors introduce a heterogeneous AI architecture, combining multiple computing engines to accelerate different AI workloads.
CPU
Handles general computing tasks and AI processing that requires flexibility.
Integrated GPU
Accelerates parallel workloads such as image processing and AI model computation.
NPU (Intel AI Boost)
A dedicated AI accelerator optimized for efficient AI inference at low power consumption.
This architecture enables balanced AI performance and power efficiency, making it ideal for edge AI systems in industrial environments.
AI frameworks such as OpenVINO, TensorFlow, and PyTorch can be used to deploy AI models and take advantage of the built-in Intel® AI Boost NPU for hardware-accelerated inference. Our AI Panel PCs/Industrial PC provide the hardware platform; AI model deployment and framework configuration are handled by the customer or their system integrator.
★ AI Performance of Intel Core Ultra Platform
| Compute Engine | AI Performance |
| CPU | Ultra 5 125U |
| Integrated GPU | Intel Arc Graphics |
| NPU (Intel AI Boost) | ≈ 11 TOPS |
| Total AI Performance | Up to ≈ 21 TOPS |
This allows AI Panel PCs/Industrial PC to run real-time AI applications such as machine vision and intelligent inspection directly on the device.
★ Typical Industrial AI Applications
AI Panel PCs are widely used in many intelligent industrial systems:
Machine Vision Inspection
Used for defect detection, quality inspection, and automated optical inspection (AOI) on production lines.
Smart Manufacturing
Edge AI enables real-time monitoring and predictive analysis in smart factories.
Logistics Automation
AI-enabled systems can recognize objects, track packages, and optimize warehouse operations.
Intelligent Transportation
AI computing can support traffic monitoring, license plate recognition, and vehicle detection.
Industrial Automation
AI algorithms can enhance PLC and automation systems with intelligent data analysis.
★ Recommended AI CPU Platforms
| Processor | NPU | AI Performance | Typical Application |
| Core Ultra 5 125U | Intel AI Boost | ≈ 21 TOPS platform | AI Panel PC |
| Core Ultra 5 135U | Intel AI Boost | ≈ 21 TOPS platform | AI HMI |
| Core Ultra 7 155U | Intel AI Boost | ≈ 21 TOPS platform | Industrial AI |
| Core Ultra 7 165U | Intel AI Boost | ≈ 21 TOPS platform | Edge AI system |
★ Key Advantages of AI Panel PCs/Industrial PC
√ Built-in AI acceleration (Intel AI Boost NPU)
√ Optimized for edge AI computing
√ Fanless industrial design
√ Reliable operation in harsh environments
√ Ideal for machine vision and automation