The MS-C931 is a high-performance industrial Box PC designed for AI and HPC applications in constrained environments. Compact and robust, it features an architecture optimized for parallel processing and real-time inference, combining multi-core x86 CPUs and Nvidia multi-GPU support.
Key features
- CPU and GPU architecture
- - High-performance x86 processors
- - Support for multiple Nvidia GPUs, suitable for light training, AI model prototyping and local fine-tuning tasks
- - PCIe Gen4 for maximum bandwidth between CPU, GPU and peripherals
- Calculation capacity
- - Run AI models with up to 200B parameters, directly on the edge
- - Optimized for deep learning, video analysis and real-time machine vision
- - Dedicated hardware acceleration for workload inference and parallelization
- Memory and storage
- - High-capacity DDR4 memory support, optional ECC for enhanced reliability
- - M.2 NVMe Gen4 slots for high-speed SSDs
- - Scalable storage for large datasets and large AI models
- I/O interfaces
- - Up to 6 Gigabit/2.5GbE LAN ports for industrial network connections
- - USB 3.2 for high-speed peripherals
- - Serial COM ports for compatibility with existing systems
- - PCIe extension for additional boards (vision, acquisition, communication)
- Robustness and reliability
- - Fanless chassis or optimized cooling depending on GPU configuration
- - 24/7 continuous operation in industrial environments
- - Extended temperature range (-10°C to +60°C depending on version)
- - 9-36 VDC power supply for flexible factory integration
Technical advantages
- Local prototyping and fine-tuning: develop, adjust and validate AI models directly on site, without dependence on the cloud.
- Exceptional computational density: multi-core, multi-GPU CPU combination enables massive models (up to 200B parameters) to be run.
- Flexibility: modular architecture to adapt power to application needs.
- Easy integration: various interfaces for connecting sensors, cameras, networks and existing systems.
- Industrial reliability: designed for continuous operation in critical environments.
Typical applications
Although the MS-C931 is designed for a wide range of applications, it excels particularly in :
- Machine vision and automated optical inspection
- Real-time video analysis
- Smart factory and production automation
- Embedded AI for industrial robotics
👉 The MS-C931 is an ideal platform for engineers and integrators who want to prototype, fine-tune and deploy advanced AI models directly at the edge, with the ability to handle large models while meeting industrial constraints on performance and reliability.
