GPU systems, sourced and running in your facility.

Avanti Compute specifies, supplies and commissions accelerated computing systems for organizations that need AI capacity on their own premises or inside their own country. We run sovereign AI and token services on top when you want them.

Request a briefing See hardware

Hardware, from one workstation to a multi-rack pod.

We size the system from your workload, source it through authorized distribution channels, and commission it so it is productive on handover. One contract covers delivery, installation and warranty.

Data centre GPU servers

Air- and liquid-cooled multi-GPU servers for training, fine-tuning and high-volume inference.

Workstations

Desktop and rack workstations for model development, simulation and visual computing teams.

Edge and embedded

Compact systems for factories, vehicles, hospitals and sites with limited power and no data centre.

Networking and storage

High-speed fabrics and parallel storage sized so the GPUs are never waiting for data.

Typical engagements

Scale	Typical use	What we deliver
Single node	Pilot, department assistant, private fine-tuning	One GPU server or workstation, installed, configured and benchmarked on your models
Rack	Production inference for one organization	Servers, switching and storage in one rack, with power and cooling plan and serving software
Multi-rack pod	National or enterprise AI platform	Pod design, phased procurement, facility coordination, commissioning and operator training

Sizing

From tokens per day, model size and latency targets to GPU count, memory, interconnect, storage and power draw.

Sourcing

Systems and components procured through authorized distribution channels, with lead times confirmed before you commit.

Integration

Rack, power and cooling planning with your facilities team, then installation, burn-in and the software stack.

Lifecycle

Warranty handling, spares, firmware and driver updates, and a path to expand the cluster as demand grows.

Sovereign AI, running on the hardware we install.

Off-the-shelf models rarely speak your language, know your laws or pass your security review. We adapt open models to your data and deploy them where your regulator expects them.

Scope
Map your data, residency rules and the decisions the system will support.
Select
Choose and benchmark open models on your own test set, in your languages.
Adapt
Fine-tune and connect retrieval to your documents, with access controls that follow your existing permissions.
Deploy
Run in a local data centre, a sovereign cloud region or fully air-gapped.
Operate
Monitor quality, patch models, and hand your team the keys when you are ready.

You own the adapted weights, the evaluation sets and the pipelines. Nothing we build depends on a foreign API to keep working.

Prefer not to own hardware? Buy tokens.

Call a model the way you already call one, served from GPU capacity in the region you choose. Billing is per million tokens, with input and output priced separately.

Open-weight models

Llama, Qwen, Mistral, Gemma and DeepSeek families served behind one API. Available models are confirmed per region before you sign.

Familiar API

OpenAI-compatible endpoints. Change the base URL and key in your existing client library and your application keeps working.

Residency in the contract

Prompts and outputs stay in the region you choose. Your data is never used to train or improve any model.

Usage you can audit

Per-key token reports, request logs you control, and monthly invoices that reconcile to the token.

Pay per token. No minimums, so you can start this week.
Best for pilots, internal tools and variable workloads.
Rate limits scale with your committed volume.

# Example request
curl https://api.your-region.avanticompute.com/v1/chat/completions \
  -H "Authorization: Bearer $AVANTI_KEY" \
  -d '{
    "model": "qwen3-72b-instruct",
    "messages": [{"role":"user",
      "content":"Summarise this tender."}]
  }'

Illustrative only. Endpoint and model names are issued per region.

Built for organizations that cannot send data abroad.

Government

Citizen services, document processing and policy analysis in the national language.

Banks and insurers

Claims, KYC review and advisory tools that stay under your supervisor's rules.

Healthcare

Clinical documentation and research search with patient records kept on site.

Telecom

Customer support and network operations assistants at carrier scale.

Energy and industry

Engineering knowledge bases and operations copilots for regulated assets.

Data centre operators

GPU systems and integration for new halls and expansions.

Tell us what you need to run, and where.

Send the workload, the site and your timeline. We reply within two business days with a proposed configuration and indicative lead times.

Email Avanti Compute

contact@avanticompute.com