Volta Cloud · GPU Compute Platform

GPU compute,
on your terms

Reserved clusters, on-demand burst, inference endpoints, fine-tuning, and model management — built on top of our own AI Factory infrastructure, not rented from a third party.

500K
GPUs by 2027
Available on-platform
<5s
Cold Start
Inference endpoint cold start
99.9%
Uptime SLA
Platform availability guarantee
200kW+
Rack Density
Underlying AI Factory infrastructure
24/7
Engineering Support
Direct access to senior engineers

Four tiers.
One platform.

From serverless inference endpoints to sovereign dedicated infrastructure — every tier built on Volta's own AI Factory hardware, with no third-party cloud dependency and no shared contention.

Training
Inference
Platform
Enterprise
Training Tier

Large-scale GPU clusters

Reserved multi-thousand GPU clusters for sustained foundation model training. Dedicated, single-tenant — no noisy neighbours, no shared contention.

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Non-blocking InfiniBand fabric

Cluster networking engineered for distributed training at scale — zero congestion, maximum GPU utilisation, RDMA performance that keeps pace with the largest training runs.

Fault-tolerant job management

Automated node health monitoring, checkpoint management, and job resumption. Training runs continue even when individual nodes fail — no manual intervention required.

Slurm and Kubernetes native

Full Slurm and Kubernetes support with pre-configured GPU drivers, MPI, and ML frameworks ready from day one. Bring your existing workflows.

Dedicated single-tenant

No shared infrastructure. No noisy neighbours. Your cluster is your cluster — with guaranteed performance and complete isolation throughout your training run.

Inference Tier

Serverless endpoints & dedicated clusters

Deploy any open model as a serverless endpoint or allocate dedicated GPU capacity for latency-sensitive production workloads.

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Serverless inference endpoints

Deploy any open model as a serverless endpoint — scale to zero, billed per token. No cluster management, no idle GPU costs. Cold starts in under five seconds.

Dedicated inference clusters

Dedicated GPU allocation for latency-sensitive production workloads. Strict isolation, predictable performance, and per-minute billing with guaranteed SLAs.

Model registry and versioning

Central hub for your entire model lifecycle — store, version, and deploy custom models. One-click deployment to serverless or dedicated endpoints.

Global routing and sovereignty

Automatic model placement across regions, minimising latency and enforcing data-sovereignty policies. Keep data within national borders when required.

Platform Tier

Single-pane GPU management

Provision, monitor, and manage all GPU resources across clusters and regions from a unified control plane.

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Unified control plane

Real-time utilisation analytics and automated scaling built in. Provision, monitor, and manage all GPU resources across clusters and regions from a single dashboard.

Fine-tuning studio

One-click fine-tuning for any supported foundation model. Upload data, set parameters, launch. PEFT methods including LoRA — no orchestration required.

RESTful API and CLI

Developer-first access to every platform capability. Programmatic provisioning, job management, and monitoring via clean REST API and full-featured CLI.

Observability and cost transparency

End-to-end visibility into GPU utilisation, job performance, and spend. No hidden ingress or egress fees. Predictable, transparent pricing across every tier.

Enterprise Tier

Sovereign and regulated deployments

Dedicated infrastructure for regulated industries and sovereign AI. Data-sovereign architecture with full compliance capability.

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Sovereign and regulated deployments

Dedicated infrastructure for regulated industries and sovereign AI. Data-sovereign architecture and compliance with GDPR, SOC 2, ISO 27001, and HIPAA.

Custom infrastructure design

Bespoke cluster and facility configurations for unique power, network, or security requirements. Co-location and dedicated campus options available.

Dedicated solutions architecture

Volta's solutions architects work alongside your engineering team from initial architecture through to production operations.

SLA-backed delivery

Contractual performance and availability guarantees, dedicated account management, and 24/7 technical support with direct access to senior engineers.

Access the platform

Request early access to Volta Cloud. Training clusters, inference endpoints, and the full platform — built on infrastructure we own and operate.

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Custom configuration

Dedicated infrastructure, sovereign deployments, custom SLAs. Talk to our solutions architecture team about your specific requirements.

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