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Enabling Edge AI Success Through Full-Stack Integration

Advantech helps AI developers, robot makers, and system integrators simplify integration and accelerate scalable Edge AI deployment for Agentic AI and Physical AI. As an NVIDIA Elite Partner, Advantech combines NVIDIA technologies—including NVIDIA RTX PRO™, NVIDIA Jetson Thor™, and NVIDIA IGX Thor™—with edge computing, AI software, and ecosystem integration to support the complete workflow from training and simulation to real-time edge inference across manufacturing, industrial automation, robotics, transportation, healthcare, and smart-city applications.

Powering Agentic & Physical AI Across Three Computing Stacks

Total AI solutions spanning scalable AI training, modeling, and simulation to edge inference and real-time decision-making—enabling AI factories, smart manufacturing, and robotics deployments.

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Central AI Agent

Orchastrates for high-level business goals

  • Centralized orchestration
  • Resource coordination

Simulation AI Agent

Generates synthetic data for training

  • Digital twin for optimized simulation, training
  • Data generation & validation

Edge AI Agent

Domain-specific agents for localized tasks

  • Factory operations
  • Warehouse logistics
  • Energy management
  • AOI inspection
  • AI security

Physical AI Foundry Built for Robotics Makers

Robotics development involves integrating sensors, image acquisition, motion control, functional safety, security, and robotics software into a deployable system. Advantech Physical AI Foundry connects these capabilities through open platforms, ready-to-deploy modules, and a collaborative partner ecosystem—helping robotics makers reduce integration risk, shorten development cycles, and move faster from prototype to scalable production.

Advantech Physical AI Foundry: scalable Physical AI solutions for remote management, digital twin, and virtualization, plus Physical AI sub-systems for sensor fusion, image acquisition, FUSA and security, and soft motion.

Functional Safety Readiness:

Advantech provides FuSa-ready platforms to enable physical AI's safety by design.

  • FUSA ready platforms
  • Validation & verification (V&V) support
  • Engineering services

Reduced Integration Complexity:

Connect sensor fusion, image acquisition, motion control, security, and robotics software through a collaborative ecosystem.

Faster Path to Production:

Move from prototype to production with modular platforms and long-term lifecycle support.

AI Factory Brain

Advantech is bringing its AI Factory Brain into its own manufacturing operations with NVIDIA Factory Operations Blueprint (FOX) and NVIDIA NemoClaw™, orchestrating AI agents from central planning and simulation to real-time edge execution on the factory floor—turning AI perception into coordinated, real-time decisions.

Advantech AI Factory Brain architecture: AI agents layer powered by NVIDIA Factory Operations Blueprint, with Central, Simulation, and Edge AI Agents running on SKYRack, GPU servers, and edge AI systems.

Connected Factory Intelligence:

Connect factory systems, operational data, and AI agents through NVIDIA FOX.

Coordinated AI Operations:

Orchestrate central, simulation, and edge AI agents across production workflows.

Real-Time Factory Execution:

Support quality inspection, logistics, energy management, and safety applications at the edge.

AI Inference

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AI Cameras

AI Cameras are industrial smart cameras that run AI models inside the device to analyze images and video in real time, reducing data transfer and enabling fast inspection, monitoring, and machine vision at the edge.

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Video Capture Cards and Frame Grabbers

Video Capture Cards and Frame Grabbers connect industrial cameras to AI systems and support high-speed, multi-channel video input with NVIDIA GPUDirect, enabling low-latency data transfer from cameras to NVIDIA GPUs for real-time AI processing.

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Edge AI Systems

Edge AI Systems are compact industrial computers built on NVIDIA Jetson platforms to run AI inference at the edge, processing video and sensor data locally for smart cities, factory automation, and robotics with low latency and high efficiency.

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Advantech Thor Series

Delivering next-generation edge AI performance for robotics, industrial automation, and autonomous systems.

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GPU IPC

GPU IPCs are industrial PCs equipped with NVIDIA GPUs to run high-performance AI inference, connecting to AI cameras and sensors to enable real-time visual inspection, defect detection, and intelligent decision-making in factory automation.

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Advantech Solution Pilot

Advantech Solution Pilot combines Advantech Edge AI hardware with NVIDIA SDKs and pre-configured AI applications, providing ready-to-deploy solutions such as AMR development kits, video analytics, and AI NVR to accelerate industrial AI adoption.

AI Simulation

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GPU Server

GPU Servers are industrial-grade servers equipped with NVIDIA GPUs for running AI inference, large language models, and AI training at the edge or in local data centers, providing high-density GPU computing for video analytics, robotics, and industrial AI workloads.

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GPU & MXM

GPU and MXM modules are NVIDIA GPU cards and embedded GPU modules used in edge AI systems. Advantech provides PCIe and embedded RTX GPUs to accelerate AI inference, graphics, and video processing in industrial computers for manufacturing, transportation, and smart city applications.

AI Training

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SKYRack Servers

SKYRack Servers are industrial full-rack systems that integrate servers, storage, power, and cooling into a single platform. Advantech SKYRack provides scalable AI and HPC computing for smart factories and industrial data centers requiring high reliability and simplified deployment.

Target Applications

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Factory Automation

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Transportation

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Security & Safety

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Agriculture

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AMR & Cobot

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Healthcare

Advantech Offers Domain Expertise for AI Deployment

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Highly integrated with NVIDIA technologies in software & hardware

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Professional domain knowledge in different vertical industries

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Global R&D resources enable customization in small quantities

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Ecosystem support for AI deployment in various regions

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Easy integration for motion controls, wireless devices, & video input

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Remote management support for large-scale deployment

Frequently Asked Questions

  • Q：Which Advantech Edge AI system should I use for factory vision inspection?

    For factory vision inspection, Advantech recommends Jetson-based Edge AI Systems for compact, low-power deployments with one or two cameras, and GPU IPCs for high-resolution, multi-camera inspection that requires higher GPU performance and faster AI inference.

  • Q：When should I choose a Jetson-based system instead of a GPU IPC or GPU server?

    The Advantech Solution Pilot provides pre-validated reference designs to fast-track your Edge AI development into deployment. These solutions feature MIC-AI Jetson platforms with pre-installed native SDKs from NVIDIA® tailored for specific vertical markets, such as smart manufacturing and healthcare. Examples include the Edge Agent, AMR DevKit, and AI NVR. To learn more about Advantech Solution Pilot, visit the Advantech Edge AI GitHub: https://github.com/advantech-EdgeAI.

  • Q：How does Advantech leverage the NVIDIA Jetson Thor platform for robotic applications?

    Advantech offers a specialized portfolio of Edge AI systems built on the NVIDIA® Jetson Thor™ and NVIDIA IGX Thor™ platforms to accelerate Physical AI in robotics and autonomous machines.

    MIC-742 (NVIDIA Jetson Thor): Embedded with NVIDIA Jetson T5000 module, MIC-742 provides a single board option designed to empower high-performance vision and sensor fusion applications in robotics.

  • Q：What is the "Three Computer" concept in relation to Advantech's Agentic AI solutions?

    The "Three Computer" concept is a framework that emphasizes AI autonomy across the entire product lifecycle—from Training, to Simulation, to Deployment. Advantech’s comprehensive solutions, which span from scalable AI training servers to specialized edge platforms, closely align with this framework. This full-stack approach transforms Agentic AI—where AI systems act autonomously, proactively integrate data, and deliver actionable recommendations—from a distant vision into a practical reality for modern factories.

  • Q：Which Advantech solutions are recommended for high-performance AI training and simulation?

    For intensive AI training and advanced simulation workloads, Advantech provides high-density, high-reliability industrial solutions designed for maximum performance.

    AI Training: Platforms such as the SKY-622G4 support NVIDIA® Blackwell RTX PRO™ Server Edition GPUs for large-scale model training.

    Modeling & Simulation: Systems like the SKY-602E3 pair with NVIDIA Blackwell RTX PRO Max-Q Series GPUs to accelerate virtual equipment testing and production line workflow simulation.

Resources

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