我的研华会员注册

「我的研华」为研华客户专属服务平台。成为研华会员，您将收到最新产品资讯、研讨会邀请和线上商店特殊优惠。

立即注册，启用您的会员服务！

注册 Log In
Panel Button
  1. 主页 /
  2. Edge Computing & WISE-Edge /

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.

Image name

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推理

Image name

AI摄像头

AI摄像机是工业智能摄像机，在设备内部运行AI模型以实时分析图像和视频，减少数据传输并实现快速检测、监控和边缘机器视觉。

Image name

视频采集卡和帧抓取器

视频采集卡和帧抓取器将工业摄像机连接到AI系统，并支持高速度、多通道视频输入，使用NVIDIA GPUDirect，实现从摄像机到NVIDIA GPU的低延迟数据传输以进行实时AI处理。

Image name

边缘AI系统

边缘AI系统是基于NVIDIA Jetson平台构建的紧凑型工业计算机，用于在边缘运行AI推理，局部处理视频和传感器数据，以实现智能城市、工厂自动化和机器人技术，具有低延迟和高效率。

Image name

研华 Thor 系列

为机器人、工业自动化和自主系统提供下一代边缘AI性能。

Image name

GPU 工业计算机

GPU IPC是配备NVIDIA GPU的工业PC，用于运行高性能AI推理，连接AI摄像头和传感器，以实现工厂自动化中的实时视觉检测、缺陷检测和智能决策。

Image name

研华解决方案试点

研华解决方案试点将研华边缘AI硬件与NVIDIA SDK和预配置AI应用程序相结合，提供可立即部署的解决方案，如AMR开发套件、视频分析和AI NVR，以加速工业AI的采用。

AI模拟

Image name

GPU服务器

GPU服务器是配备NVIDIA GPU的工业级服务器，用于在边缘或本地数据中心运行AI推理、大型语言模型和AI训练，提供高密度GPU计算以支持视频分析、机器人和工业AI工作负载。

Image name

GPU & MXM

GPU和MXM模块是用于边缘AI系统的NVIDIA GPU卡和嵌入式GPU模块。研华提供PCIe和嵌入式RTX GPU，以加速工业计算机中的AI推理、图形和视频处理，适用于制造、交通和智能城市应用。

AI训练

Image name

SKYRack服务器

SKYRack服务器是工业全机架系统，将服务器、存储、电源和冷却集成到一个平台中。研华SKYRack提供可扩展的AI和HPC计算，适用于需要高可靠性和简化部署的智能工厂和工业数据中心。

目标应用

Image name

工厂自动化

Image name

智慧交通

Image name

安全与安防

Image name

农业

Image name

AMR与协作机器人

Image name

智慧医疗

研华提供AI部署领域专业知识

Image name

与NVIDIA技术在软件和硬件上高度集成

Image name

在不同垂直行业中的专业领域知识

Image name

全球研发资源支持小批量定制

Image name

在各个地区提供AI部署的生态系统支持

Image name

运动控制、无线设备和视频输入的轻松集成

Image name

支持大规模部署的远程管理

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.

资源

联系研华