Configure ASUS Ascent GX10 for business

Receive the GX10 as a complete AI platform? In the AI Cube Pro, WZ-IT combines GB10 hardware with Open WebUI, local runtime, an agreed model, hardening, functional testing, and initial setup. Explore the AI Cube Pro

ASUS Ascent GX10 is a compact AI computer based on NVIDIA's GB10 Grace Blackwell Superchip. Its 128 GB of unified memory enables local model classes that do not fit into typical individual GPUs. Business use still requires more than starting a model. Users, data, network, and operations must form one platform.

Understand the hardware

ASUS describes the GX10 with GB10, 128 GB of coherent unified memory, 10 GbE, and ConnectX-7 support. Its ARM64 platform differs from a classical x86 workstation with a discrete GPU. Containers, Python packages, and utilities need ARM64 support or a controlled build process.

A model limit from a specification is not a user or performance promise. Actual work depends on the exact model, quantisation, context, concurrency, and runtime.

Setup in eight steps

1. record firmware, operating system, NVIDIA driver, and runtime;
2. use named administrators, SSH keys, and least privilege;
3. configure stable addressing, DNS, firewall, and separate user and admin paths;
4. plan storage for models, chat, knowledge, and backup with headroom;
5. install a runtime compatible with model, API, concurrency, and ARM64;
6. configure Open WebUI with persistence, users, groups, model access, and TLS;
7. test language, quality, context, latency, and concurrent requests;
8. define updates, monitoring, backup, restore, support access, and documentation.

What users see afterwards

Staff do not interact with CUDA commands or model containers. They receive Open WebUI as a familiar chat interface, can select approved local models, work with files, and create personal or shared knowledge spaces according to their rights.

Automated sources, business software, custom RAG pipelines, APIs, and MCP servers can then be added to the same platform. They are not blanket parts of base setup.

AI Cube Pro as the finished product

The AI Cube Pro is WZ-IT's fully prepared product configuration in this hardware class. It includes hardware, Open WebUI, local model runtime, an agreed and tested model, base setup, hardening, functional testing, initial setup, and five hours of support. The price is EUR 5,999 excluding VAT.

The system is usually ready within two weeks after configuration approval. Personal delivery and setup within Germany can be arranged. Optional managed operations start at EUR 149.90 excluding VAT per month.

Expansion and clustering

A second AI Cube can serve independent requests or participate in distributed inference. These use different software. Two systems are not one computer with 256 GB of shared memory. See connecting AI Cubes with ConnectX-7.

Where rack mounting, redundant power, several discrete GPUs, or stricter availability are required, the path leads to AI Cube Custom or a GPU server.

Sources

• ASUS: Ascent GX10 product information
• NVIDIA: DGX Spark hardware
• NVIDIA: ARM64 and GB10 porting guide