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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推論

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エッジAIカメラ

AIカメラは、デバイス内でAIモデルを実行して画像・動画をリアルタイムに分析する産業用スマートカメラであり、データ転送を削減し、エッジでの高速な検査・監視・マシンビジョンを実現します。

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ビデオキャプチャカードとフレームグラバー

ビデオキャプチャカードとフレームグラバーは、産業用カメラをAIシステムに接続し、NVIDIA GPUDirectを活用した高速・多チャンネル映像入力に対応し、カメラから GPUへの低遅延データ転送によるリアルタイムAI処理を実現します。

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エッジAIシステム

エッジAIシステムは、NVIDIA Jetsonを基盤としたコンパクト産業用コンピュータであり、エッジでAI推論を実行し、スマートシティ、工場自動化、ロボティクス用途において低遅延かつ高効率な処理を提供します。

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NVIDIA Jetson Thor シリーズ

ロボティクス、産業自動化、自律制御システムに最適化された次世代エッジAI性能を提供します。

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GPU IPC

GPU IPCは、NVIDIA GPUを搭載した産業用PCで、高性能なAI推論を実行し、AIカメラやセンサと接続することで、工場自動化におけるリアルタイム検査、欠陥検出、スマートな判断処理を実現します。

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アドバンテックソリューション試験

アドバンテックソリューション試験は、弊社のエッジAIハードウェアとNVIDIA SDK、事前構成AIソフトウェアを融合し、AMR開発キット、映像解析、AI NVRなどの即時展開可能なソリューションを通じて、産業AIの普及を促進します。

AIシミュレーション

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GPUサーバ

NVIDIA GPU搭載の産業用GPUサーバは、エッジまたはローカルデータセンターにおいてAI推論、大規模言語モデル、AIトレーニングを実現し、映像解析、ロボティクス、産業AIワークロード向けに高密度なGPUコンピューティングを提供します。

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GPU & MXM

GPUおよびMXMモジュールは、エッジAI用途に対応したNVIDIA GPUカードと組込みGPUモジュールです。弊社は、PCIeおよび組込みRTX GPUを提供し、製造、交通、スマートシティ分野の産業用コンピュータにおけるAI推論、グラフィックス、映像処理の性能向上を実現します。

AIトレーニング

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SKYRackサーバ

SKYRackサーバは、サーバ、ストレージ、電源、冷却機能を統合した一体型の産業用フルラックソリューションです。弊社のSKYRackは、高い信頼性と簡易導入を必要とするスマート工場や産業用データセンター向けに、拡張性に優れたAIおよびHPC処理基盤を提供します。

エッジAIプラットフォームアプリケーション事例

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工場自動化

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交通分野

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安全性＆セキュリティ

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スマート農業

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AMR & Robot

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スマートヘルスケア

アドバンテックはAI導入向けのドメイン専門知識の提供

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NVIDIA 技術との包括的な技術統合

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さまざまな業界分野における高度な専門知識

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世界規模のR&D体制による小ロットカスタマイズの実現

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グローバル展開を支えるAI導入エコシステム

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モーション制御・ワイヤレス機器・ビデオ入力との簡易統合

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大規模展開に対応するリモート管理

関連資料のダウンロード

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産業用AIソリューション
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エッジAI eBook

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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