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AMRs Empower Semiconductor Wafer Handling and AI Optical Inspection, in Partnership with Techman Robot
MSIGlobal leader in AI and automation solutions, MSI will exhibit at the 2025 Taiwan Automation Intelligence and Robot Show (TAIROS) from August 20 to 23 at Booth L430, 4th Floor, Nangang Exhibition Center Hall 1. MSI will showcase a complete portfolio of autonomous mobile robots (AMRs) and edge AI platforms accelerated by NVIDIA technologies, demonstrating scalable and deployable smart factory solutions tailored for real-world industrial needs.
Four AMR Models Empowering Semiconductor and AI Inspection Applications
MSIMSI will feature four AMR models, each designed to address key scenarios in advanced manufacturing:
Semiconductor Wafer & Material Handling
MSISimulating an unmanned semiconductor fab, MSI presents the AMR-AI-Cobot Pro, an autonomous platform equipped with AI sensing and a collaborative robotic arm for precision wafer box (FOUP) pickup and delivery. The robot arm module is supplied by TECHMAN Robot (TM Robot)—a long-time MSI partner known for its flexible, safe, and easy-to-integrate collaborative robotics. Since the launch of the Cobot series, MSI has adopted TM Robot’s platform to ensure cleanroom-grade reliability in wafer and FOUP handling. TM Robot will also showcase the MSI Cobot performing automated material reel pickup at their booth (M636).
MSIThe AMR-AI-Cobot Pro is built on the NVIDIA Jetson Orin™ platform and integrates the NVIDIA Isaac ROS’s CUDA-Accelerated libraries and AI models, enabling 3D spatial awareness, dynamic obstacle avoidance, and optimized path planning—dramatically enhancing automation efficiency and reducing labor dependency.
AI Optical Inspection
MSIThis demo combines high-resolution industrial cameras with NVIDIA GPU-accelerated inference to execute real-time defect detection, OCR, and dimensional measurement. With deep learning algorithms deployed at the edge, it delivers high-speed and accurate visual inspection—enabling smarter, inline quality assurance for modern factories.
Additional AMR Demonstrations
- AMR-AI-Lift Robot: A top-lifting AMR that docks with shelves and workstations, streamlining heavy-duty material handling on factory floors.
- AMR-AI-Delivery Robot Pro: A lightweight delivery unit with autonomous navigation and remote dispatch features—ideal for dynamic, unattended transport tasks within industrial facilities.
All AMRs are powered by NVIDIA Jetson Orin Nano, NX, or AGX modules, and support NVIDIA Isaac Sim on NVIDIA Omniverse for simulation, digital twin testing, and fleet validation. MSI’s proprietary Fleet Management System enables flexible scaling, deployment, and centralized control—accelerating the evolution of smart manufacturing.
EdgeXpert MS-C931: AI Supercomputer Built on NVIDIA DGX Spark
In addition to AMRs, MSI will also showcase the EdgeXpert MS-C931 desktop AI supercomputer. Originally unveiled at COMPUTEX 2025, the MS-C931 is accelerated by the NVIDIA GB10 Grace Blackwell Superchip, delivering up to 1 petaFLOP FP4 AI performance, 128GB unified memory, and NVIDIA ConnectX- 7 high-speed networking—designed for demanding AI model fine tuning and inference workloads.
Built on the NVIDIA GB10, the MS-C931 is tailored for research institutions and enterprises in education, healthcare, and finance, and can also function as a powerful edge computing node in smart factory deployments.
"AI and automation are rapidly reshaping the manufacturing landscape," said Albert Uy, Assistant Vice President of MSI. "By integrating NVIDIA’s edge AI platforms with our AMRs and IPC solutions, we are delivering powerful, practical systems that address real industrial challenges. From wafer handling to AI optical inspection, these technologies represent our commitment to next-generation manufacturing."
Event Information
Date: August 20–23, 2025
Location: Nangang Exhibition Center Hall 1, 4F, Booth: L430
Location: Nangang Exhibition Center Hall 1, 4F, Booth: L430
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