Edge AI Computing Solutions

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AI Technology, Now and for the Future

The wide range of AI technologies and inconsistent interfaces can make it difficult for customers to choose the right solutions, slowing down AI deployment. Advantech addresses this by uniting top-tier partners and leveraging our design capabilities to create a thriving and open AI ecosystem.
GPU

Advantages

Mature technology

Extreme performance for AI

Usage

Ideal for training and inference, with many execution units

Enables large-scale data processing

NPU

Advantages

Best AI performance per watt ratio

High flexibility for AI expansion

Usage

Optimized for inference

Widely adopted for extending AI features in existing systems due to its flexibility

CPU

Advantages

High integration reduces compatibility issues

Size-friendly, cost advantages

Usage

Handles AI & applications together and can handle high complexity

High compatibility makes development easier
Edge AI Computing Solutions

Partnering in advancing AI
Intel

NVIDIA

AMD

Qualcomm
AIR-510

14th Gen Intel^® Core™ processors

NVIDIA Certified with 1 x RTX 6000 Ada

AI performance up to 91 TFLOPs (FP32)

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AFE-R360

Intel^® Core™ Ultra processors

NVIDIA A4500 MXM/Hailo-8 AI module

AI performance up to 17 TFLOPs (FP32)

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Coming soon

SOM-A350

Intel^® Core™ Ultra processors

Integrated NPU in SoC

AI performance up to 32 TOPs

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Coming soon

EAI-3101

Intel^® Arc™ A380E

PCIe 4.0 x16 riser card

AI performance up to 5 TFLOPs (FP32)

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Coming soon

AIR-530

NVIDIA IGX Orin processor

NVIDIA Certified with 1 x RTX 6000 Ada

AI performance total up to 1705 TOPs

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Coming soon

AIR-030

NVIDIA Jetson AGX Orin processor

NVIDIA Ampere architecture GPU

AI performance up to 275 TOPs

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Coming soon

AIR-310

14th Gen Intel^® Core™ processors

NVIDIA RTX A2000 MXM

AI performance up to 8 TFLOPs (FP32)

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Coming soon

SKY-MXM-2000A

NVIDIA Quadro^® 2000 Ada

MXM 3.1 Type A

Up to 3072 CUDA cores

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AIR-520

AMD EPYC ™ 7003 series processor

NVIDIA Certified with 2 x RTX 6000 Ada

AI performance up to 182 TFLOPs (FP32)

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AIMB-592

AMD EPYC™ 7003 series processor

2 x NVIDIA RTX A6000

AI performance up to 151 TFLOPs (FP32)

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Coming soon

SOM-6873

AMD Ryzen™ 8000 series processor

Integrated XDNA NPU in an SoC

AI performance up to 39 TOPs

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Coming soon

AIMB-2210

AMD Ryzen™ 8000 series processor

Integrated XDNA NPU in an SoC

AI performance up to 39 TOPs

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Coming soon

AIMB-293

Qualcomm X Elite processor

Integrated Hexagon NPU in an SoC

AI performance up to 75 TOPs

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Coming soon

MIO-5355

Qualcomm QCS6490 processor

Integrated Hexagon NPU in an SoC

AI performance up to 12 TOPs

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Coming soon

AOM-6731

Qualcomm X Elite processor

Integrated Hexagon NPU in SoC

AI performance up to 45 TOPs

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Coming soon

AOM-2721

Qualcomm QCS6490 processor

Integrated Hexagon NPU in SoC

AI performance up to 12 TOPs

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NXP

Rockchip

MediaTek

Hailo
Coming soon

EPC-R3720

NXP i.MX8M Plus processor

Integrated NPU in an SoC

AI performance up to 2.3 TOPS

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RSB-3720

NXP i.MX8M Plus processor

Integrated NPU in an SoC

AI performance up to 2.3 TOPS

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Coming soon

AOM-5521

NXP i.MX95 processor

Integrated NPU in SoC

AI performance up to 2 TOPs

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Coming soon

ROM-2820

NXP i.MX93 processor

Integrated NPU in an SoC

AI performance up to 0.5 TOPs

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Coming soon

AFE-R761

Rockchip RK3588 processor

Integrated RKNN NPU in an SoC

AI performance up to 6 TOPs

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Coming soon

ASR-A501

Rockchip RK3588 processor

Integrated RKNN NPU in an SoC

AI performance up to 6 TOPs

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Coming soon

ROM-6881

Rockchip RK3588 processor

Integrated RKNN NPU in an SoC

AI performance up to 6 TOPs

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Coming soon

AOM-3841

Rockchip RK3576 processor

Integrated RKNN NPU in SoC

AI performance up to 6 TOPs

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Coming soon

RSB-3810

Genio 1200 processor

Integrated NPU in an SoC

AI performance up to 4.8 TOPs

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Coming soon

AIR-150

13th Gen Intel^® Core™ processors

1 x Hailo-8 AI module

AI performance up to 26 TOPs

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AIMB-289

14th Gen Intel^® Core™ processors

Hailo-8 AI Processor

AI performance up to 26 TOPs

Order now

Coming soon

EAI-3300

2 x Hailo-8 AI Processors

PCIe 3.0 x16 riser card

AI performance up to 52 TOPs

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Coming soon

EAI-1200

Hailo-8 AI Processor

M.2 Key B+M, 2242/2260/2280

AI performance up to 26 TOPs

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Edge AI Insights
- Edge AI Computing Solutions Ebook
  
  Download
Edge AI Computing Solutions
Ready-to-use solutions and services
- AI Acceleration
  Modules & GPU Cards
  
  The EAI series provides low-power plug-in AI modules and GPU cards designed to accelerate deep learning inference at the edge.
  
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- AI On Modules & Boards
  
  Advantech's AI on Modules & Boards provide design flexibility, reducing development time and accelerating AI integration for diverse edge inference applications.
  
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- AI-Ready Edge Systems
  
  Advantech's AI-Ready Edge Systems provide a variety of solutions tailored for CPU performance, AI computing power, and I/O requirements, enabling quick AI integration for various applications.
  
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- Edge AI Software
  
  Advantech recognizes the bottlenecks in developing AI applications and offers comprehensive software support to expedite deployment.
  
  View More
Edge AI Computing Design-In Services
1 2 3 4 5 6
Application Value
1

Certification & Security

CE/FCC/UL/CCC/BSMI

IEC-62443

NVIDIA-Certified Systems™
2

Power Stability

PDN simulation

Bode plot & phase margin

Derating & inrush management
3

Thermal Optimization

Thermal design & simulation

Balance of reliability & cost
AI Integration
4

AI Computing Integration

Extension modules: M.2, MXM, PCIe

Integrated NPU
5

AI Enterprise SSD

SQ aiSSD with aiDAPTIV+ technology

Local, offline, affordable LLM fine-tuning
6

Camera Integration

MIPI-CSI, GMSL, FPD-Link, Ethernet, USB

Partner ISP tuning and driver integration
Edge AI Software Solutions
Operating Systems

AI Runtime Environment

AI Model Training
& Inference

AI Model Deployment

Cloud Services
Windows IoT

Windows IoT supports Edge AI development by providing various development tools, incorporating popular AI frameworks. It integrates seamlessly with Azure IoT services and enables streamlined user interfaces and interaction with AI models.

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Ubuntu

Ubuntu Pro for Devices is a secure OS for Edge AI development, featuring extensive software repositories and support for popular programming languages and frameworks. It provides 10 years of long-term support, including 23,000 maintenance patches for CVE fixes and quality updates.

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Rapid AI SDK Development Toolkit

Advantech’s Edge AI platforms and SDK enable customers to start developing instantly without setup hassles. The Edge AI SDK ensures smooth compatibility, saving time and effort. Its Benchmark tool offers quick insights into AI processing power, while the verified Runtime SDK and diverse AI models accelerate AI application development.

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NVIDIA AI Enterprise

Transform your business with NVIDIA AI Enterprise, an end-to-end software solution with enterprise support for building, deploying, and managing AI applications, from prototyping to production.

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Advantech DeviceOn

DeviceOn is a powerful IoT management platform designed to streamline AI deployment and management on edge devices. It supports over-the-air (OTA) updates and container management, enabling efficient distribution and real-time updates of AI models, ensuring optimal performance, scalability, and easy maintenance for AI applications across diverse edge environments.

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Microsoft Azure

Azure OpenAI offers scalable cloud services for computing, storage, and AI tasks, handling large data and complex computations. These services support medical research, cybersecurity, predictive analytics, automation, chatbots, and virtual assistants. Azure OpenAI prioritizes AI safety and compliance with ethical and legal standards. It aims to solve complex problems and improve reasoning, positioning itself as a leader in AI with powerful tools for various industries.

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Canonical MicroCloud

MicroCloud offers a cloud-like solution that is small and localized, with a compact design, full automation, and remote management. By leveraging AI on MicroCloud, organizations can deploy machine learning models closer to data sources, minimizing latency and maximizing real-time processing capabilities. This setup is especially beneficial in industries where instant data analysis is crucial.

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Unlocking AI Potential for Every Industry
Automation & AI Robots

Smart Cities

Medical AI

GenAI & LLM
Automation & AI Robots

Edge AI is transforming manufacturing by increasing efficiency and driving innovation. AI-driven automation enhances productivity, streamlines workflows, and improves decision-making through advanced data analysis. Integrated robotics and machine vision manage complex tasks like production line automation, predictive maintenance, and quality control. This helps manufacturers prevent equipment failures, maintain product quality, and ensure precise defect detection, all while optimizing overall performance.

Applications:

Defect inspection

Workforce safety

AMR & robot arms

Humanoid robots

Predictive maintenance

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Smart City

Edge AI now plays an essential role in how cities operate. Cities are becoming smarter, safer, and more efficient, driving innovation and transforming public spaces—from city centers and event venues to airports and traffic networks. AI-enabled video analytics enhance operational efficiency, safety, and service delivery in public areas. Additionally, AI-driven platforms, powered by LLMs, also automate and optimize municipal services.

Applications:

Traffic monitoring

Self-service kiosks

Smart parking

Baggage screening

Citizen/public services

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Medical AI

Edge AI is revolutionizing healthcare by enhancing decision-making, patient data management, and care delivery. It helps address challenges such as drug discovery and disease diagnosis. For instance, AI-powered imaging improves diagnostic speed and accuracy, surpassing traditional methods like biopsies in detecting larger areas of concern.

Applications:

Medical imaging

Surgical and clinical robots

Patient care

Telemedicine

Healthcare data management

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GenAI & LLM

Generative AI is removing barriers to intelligence, empowering domain experts in manufacturing, healthcare, government, and enterprise sectors to build and manage AI systems more efficiently. Large Language Models (LLMs) are at the forefront of this transformation, reshaping enterprise knowledge management by revolutionizing how data is organized, retrieved, and analyzed. These models excel at generating natural language text and answering complex questions across diverse fields. Additionally, fine-tuning LLMs allows for optimization for specific tasks or domains, further enhancing their precision and effectiveness in targeted applications.

Applications:

Process monitoring and diagnostics

Knowledge management

SOP training and maintenance

Medical records and report analytics

Citizen helpline chatbot

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Edge AI in Action

Harnessing AI for Security Screening in Public Venues

Enhance Manufacturing Efficiency with AI-based Transfer Robots

Improve Citizen Service and Efficiency with GenAI and LLMs
Resources

Upgrade from Edge Computing to Edge AI: AI Acceleration Module Selection Guide

Discover the fastest way to enhance edge computing with NPU & GPU AI acceleration modules. Partner with Advantech for efficient AI solutions. Get the Selection Guide today!

Upgrade from Edge Computing to Edge AI: AI Acceleration Module Selection Guide

Advantech Introduces GenAI Studio to Edge AI SDK Empowering On-premises LLM Development for Edge AI Innovations

Advantech announces a new software offering - GenAI Studio for the Advantech Edge AI SDK, addressing the growing demand for cost-effective, on-premises large language model (LLM) solutions.

Advantech Introduces GenAI Studio to Edge AI SDK Empowering On-premises LLM Development for Edge AI Innovations

Harnessing AI for Security Screening in Public Venues

Discover how AI-powered security screening systems enhance safety in public venues, reducing wait times and improving efficiency with real-time detection.

Harnessing AI for Security Screening in Public Venues

Advantech Unveils Hailo-8 Powered AI Acceleration Modules for High-Efficiency Vision AI Applications

Explore Advantech's EAI-1200 & EAI-3300 AI modules with Hailo-8 processors, boosting AI capabilities and power efficiency for diverse applications.

Advantech Unveils Hailo-8 Powered AI Acceleration Modules for High-Efficiency Vision AI Applications

Advantech's On-premise Large Language Model (LLM) Edge AI Server and IEC-61850-3 Certified Fanless Server won the 33rd Taiwan Excellence Silver Awards

Advantech, a global leader in industrial AIoT, announced today (27th) that its self-developed " AIR-520 On-premise Large Language Model (LLM) Edge AI Server " and "IEC-61850-3 Certified Fanless Server ECU-479" have both been honored with the Silver Award at the 33rd Taiwan Excellence Awards!

Advantech's On-premise Large Language Model (LLM) Edge AI Server and IEC-61850-3 Certified Fanless Server won the 33rd Taiwan Excellence Silver Awards

Advantech Earns IEC 62443 Certification in Partnership with Bureau Veritas to Enhance IoT Cybersecurity and Security Standards

Advantech Earns IEC 62443 Certification in Partnership with Bureau Veritas to Enhance IoT Cybersecurity and Security Standards — symbolizes both companies' commitment to advancing cybersecurity.

Advantech Earns IEC 62443 Certification in Partnership with Bureau Veritas to Enhance IoT Cybersecurity and Security Standards