[Blog] Generative AI is moving from "answering" to "acting." Starting with agent-type AI using NVIDIA Nemotron.

AI Development, Local LLM, Deep Learning AI Workstation

The Applied AI Workstation refers to a high-performance computer optimized for advanced AI development tasks that require vast computational resources, such as deep learning, machine learning, data analysis, and simulation. By equipping the latest generation CPUs, large-capacity memory, high-speed storage, and high-end GPUs, it enables fast and stable execution of training and inference processes for large-scale neural networks. Additionally, with a software environment and development tools optimized for Linux-based operating systems like Ubuntu, it provides flexibility and scalability that allows researchers and developers to start working immediately. It can accommodate a wide range of industries and applications, including not only AI development but also scientific computing, image processing, and CAD/CAE analysis. Hardware configuration for AI development, local LLM, and deep learning workstation.

• Desktop PC
• Image analysis
• Image Processing

Rack-mounted servers for HPC, LLM, and generative AI development.

High-spec CPU models required for HPC High-end GPU models necessary for LLM/generative AI development We will propose the optimal models tailored to your needs based on usage, size, specifications, and price, ranging from 1U to 4U.

• Thermo-fluid analysis
• Desktop PC
• Other research software

Introducing models for LLM (Large Language Model) training and models for inference!

For LLM (Large Language Model) training purposes, here it is! APPLIED HPC Deep Type-AS4UX2S8GP-AU019 ■ CPU: Xeon Gold 6530 (32 cores/64 threads/2.1GHz/tb4.0GHz) ■ Memory: 2,048GB (64GB×32) ■ Storage: 1.92TB SSD + 7.68TB SSD ■ GPU: NVIDIA H100 94GB ■ OS: Ubuntu 22.04 LTS ■ Framework: TensorFlow / Pytorch / Chainer (DockerDesktop) ■ Optical Drive: None ■ Power Supply: [4 units] 3,000W/200V - Redundant configuration (2+2) - 80 Plus Titanium certification ■ 3-year send-back hardware warranty 16,800,000 yen (tax included)

• Desktop PC

Introducing the new rack-mounted high-performance high-end server, optimized for generative AI/LLM/deep learning development!

Our company has been manufacturing custom order BTO computers and HPC products at our domestic factory since our establishment. The Applied CERVO series is a high-end server capable of processing with top-class efficiency in the development of generative AI and LLMs (large language models) that require machine power. By adopting the highest-level CPUs and GPUs, as well as large-capacity SSDs and memory, we can create a comfortable development environment. <Lineup> ■ 2U high-end GPGPU server equipped with 2 AMD EPYC processors and 4 NVIDIA A800 GPUs ■ 4U high-end GPGPU server equipped with 2 Xeon Gold processors and 8 NVIDIA RTX 6000 Ada GPUs ■ 4U high-end GPGPU server equipped with 2 Xeon Gold processors and 8 NVIDIA A800 GPUs Additionally, we accept various customization requests based on your needs. *For more details, please refer to the PDF document or contact our sales office.

• server

A compact AI supercomputer "based on NVIDIA DGX Spark" that will revolutionize local AI development.

■ Overview The "MS-C931" is a compact AI supercomputer that condenses GPU-based high-performance computing into a small form factor. Its design, optimized for edge AI and local development environments, enables fast and secure execution of AI model training and inference without relying on the cloud. It is suitable for a wide range of applications, from research and development to prototyping and validation before product implementation. ■ Key Features - Overwhelming processing performance (equipped with GPU) It can be equipped with the latest NVIDIA GPUs, delivering computational performance of several hundred TOPS, capable of handling large-scale deep learning models. - Compact design that fits on a desk It does not require a server room and can be installed on a desk in an office or laboratory. Despite its size being comparable to a typical tower PC, it achieves high-density cooling and power design. - Ideal for AI development in local environments AI development can be conducted independently of the network, making it easy to implement in research institutions and companies with strict security requirements, eliminating cloud communication costs. It can process internal data without exposing it externally, making it particularly effective for AI development involving personal information and intellectual property.

• Industrial PCs
• Workstation
• Other production and development software and systems

From generative AI, LLM, CAE to 3DCG production. GPU solutions supporting next-generation research and development.

This lineup features NVIDIA GPU solutions that support a wide range of research and development as well as creative applications, from generative AI, LLM, CAE, to 3DCG production. It includes a broad selection from the "RTX PRO series" for workstations, "H200 NVL" for AI/HPC, the compact AI supercomputer "DGX Spark," to the high cost-performance "GeForce RTX 50 series." We propose the optimal GPU environment for research institutions, universities, manufacturing, and design development departments. ■ Example of featured products - NVIDIA RTX PRO Blackwell series - NVIDIA H200 NVL - NVIDIA DGX Spark - GeForce RTX 5090 / 5080 / 5070Ti, among others ■ Main applications - Generative AI / Local LLM development - CAE / CFD / Structural analysis - 3DCG / CAD / Video production - AI image analysis / Data science - Scientific and technical computing (HPC)

• Image analysis

HPC infrastructure to accelerate the inference and simulation of autonomous driving AI.

This is an HPC workstation developed by Applied, optimized for the NVIDIA Alpamayo development environment. It is configured to perform inference, simulation, sensor data analysis, and AI model validation required for autonomous driving system development with high precision and efficiency. Equipped with a high-performance CPU and RTX PRO 6000 Blackwell Max-Q, it supports VLA models, simulation environments, and engineering applications. It also offers installation assistance for Ubuntu 24.04 LTS and framework environment setup, providing an environment that facilitates immediate research and development after installation.

• Industrial PCs
• Desktop PC

H200-equipped server that accelerates large-scale AI/HPC with NVLink 4-Way.

This is an AI/HPC server equipped with four NVIDIA H200 NVL GPUs, supporting high-speed communication between GPUs via NVLink Bridge. While based on a standard PCIe server, it minimizes communication bottlenecks between GPUs, efficiently handling large language model inference, generative AI, real-time analytics, and scientific computing. Each GPU is equipped with a large 141GB HBM3e memory, allowing a total of 564GB of GPU memory across four GPUs. It offers Xeon 6 models and EPYC models, and can be customized to suit various applications and existing environments.

• server

A GPU environment for PhysicsNeMo that integrates physical laws and AI to accelerate design verification.

NVIDIA PhysicsNeMo is a physics AI framework that combines physical laws and AI to accelerate simulations of fluids, heat, structures, and more. This product is a GPU workstation that allows for comfortable execution of learning, inference, and what-if validation of PhysicsNeMo in a local environment. It offers a balanced model equipped with an AMD Ryzen 9 and RTX PRO 4500 Blackwell, as well as a large-scale analysis model featuring a Threadripper and RTX PRO 6000 Blackwell Max-Q. It adopts Ubuntu 24.04 LTS and supports development environments utilizing PyTorch, Docker, Google Colab, and Magnum IO. It allows for quick verification of the results of design variable changes, supporting the efficiency of design exploration and digital twin development.

• Industrial PCs
• Desktop PC

NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition equipped

APPLEID Be-Clia Workstation Type-ZU2V2-9 High-Performance Workstation NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition model

• Image Processing Equipment
• simulator
• Industrial PCs

Event Date: October 7 (Wednesday) to October 9 (Friday), 2026 Time: 10:00 AM to 5:00 PM Venue: Intex Osaka Our company will be exhibiting at the 29th Monozukuri World Design and Manufacturing Solutions Exhibition, which will be held at Intex Osaka from October 7 (Wednesday) to October 9 (Friday), 2026. At the venue, we will showcase the upgraded "ReMacs Hybrid," as well as the eagerly awaited production management system for the precast concrete industry, "ReMacs TypePca," which will be unveiled for the first time following its release at the end of May! We will also display various solutions, including the newly equipped "AI Drawing Search System" with OCR functionality! We sincerely look forward to your visit.

In civil engineering sites, it is important to clearly communicate not only safety and workability but also "what kind of initiatives the site is undertaking." Hyper CLT mats are civil engineering mats that utilize wood CLT. They look significantly different from conventional steel plates, so when laid at site entrances, viewing routes, or material yards, they create a strong visual impact. In particular, during inspections by clients, site tours, and public open days for local residents, the use of wood, environmental considerations, and the application of new technologies can be conveyed in a "visible form." Additionally, they are lightweight and easy to install and remove, and they offer practical benefits such as reducing glare and metal noise, as well as CO2 fixation. Hyper CLT mats are registered with the Ministry of Land, Infrastructure, Transport and Tourism under NETIS as "TH-250021-A." They combine wood, NETIS, civil engineering, and CLT, making them a new temporary material that can impressively convey the initiatives of the site.

Hotron Inc. has launched its new product, the "Vehicle Count Sensor CCS3"! This product is a ceiling-mounted sensor that combines infrared and radar technology. It reliably detects vehicles in both directions with a single unit, accommodating traffic during congestion and vehicle passing, thus achieving efficient occupancy management in large parking lots. Additionally, it can be utilized for exit warning purposes in addition to vehicle counting, contributing to the safe and smooth operation of parking facilities. 'Features' - Improved detection performance against changes in road surface during rainy weather by using both infrared and radar. - Equipped with IP67 waterproof and dustproof performance, making it effective even in salt damage areas. - Various settings can be configured from a dedicated app (for Android devices), with current settings easily understandable at a glance. - The base dimensions are the same as the previous model "CCS2," allowing for smooth replacement of existing equipment. *For more details, please refer to the product information, catalog download, or contact us.*

Metal cracks are one of the concerns in equipment maintenance operations. Conventional welding repair methods can alter the base material around the crack due to heat, leading to residual stress and deformation, which always carries the risk of "crack recurrence" and "secondary damage." Hinode Water Supply Equipment Co., Ltd.'s "Mechanical Stitching Method" is a new technique that allows for metal crack repair without applying heat. By using special bolts and reinforcement plates, the crack is physically removed without affecting the base material with heat. Repairs can be made even in environments where open flames cannot be used. Since no heat is applied, the disassembly of equipment is minimized. For more details, please contact us or download the catalog.

Metal cracks are one of the concerns in equipment maintenance operations. Conventional welding repair methods can change the base material around the crack due to heat, leading to residual stress and deformation, which always carries the risk of "crack recurrence" and "secondary damage." Hinode Water Supply Equipment Co., Ltd.'s "Mechanical Stitching Method" is a new technique that allows for the repair of metal cracks without applying heat. By using special bolts and reinforcement plates, the crack is physically removed without affecting the base material at all. Repairs can be made even in environments where open flames cannot be used. Since no heat is applied, the disassembly of equipment is minimized. For more details, please contact us or download the catalog.