Vostner Cluster

Built for Frontier-Scale Private AI

Overview

Private AI at Enterprise Scale

Vostner Cluster is a custom multi-rack private AI platform built for frontier models, high concurrency, large context windows, and enterprise-scale workloads. Compute, storage, and networking are configured around the models you need to run, with hardware validated for each deployment. Expand capacity independently as demand grows, while keeping your AI infrastructure under your control.

Built for Frontier-Scale Models

Dedicated AI Accelerator Memory
General-Purpose Server Infrastructure0–384 GB
Vostner Cluster412 GB–3.1 TB
Range begins at 412 GB and extends to 3.1 TB.
* All model sizes measured at their published checkpoints; approximate weight-file sizes, excluding runtime overhead.
Starting accelerator memory
412 GB+
Standard context target
256K
Concurrent-user target
50+

Designed Around Your Business. Delivered End to End.

Every Cluster is designed to order around your workloads, your organization, and your existing infrastructure.

Workload Assessment

We define the models you want to run, concurrent users, and 256K or extended context requirements. Throughput and latency targets are assessed alongside your existing infrastructure.

Architecture Design

Your requirements shape GPU and accelerator memory sizing, compute nodes, storage, and high-speed networking. Redundancy and rack layout are designed around your deployment.

Validation

We verify model compatibility and test inference under full load, including concurrent users, thermal behavior, and power. Failover and redundancy checks are included where applicable.

Deployment & Support

From rack installation and Vostner Node/Console setup to model deployment, we bring your Cluster into operation with monitoring, updates, and ongoing support.

Built to Run with Vostner Console

Manage models, nodes, capacity, and cluster health from one control plane.

Model routing
Direct requests to the right models.
Live capacity
See available resources across nodes.
Cluster health
Monitor system status in one place.
Vostner ConsoleInterface placeholder
Control-plane mockup coming soon

Ready to Talk?

Tell us what you want to run. We’ll design the infrastructure around it.

Contact Us

Frequently Asked Questions