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Compliance & sovereignty 04 EU compute

AI for healthcare

AI for healthcare organisations where patient data stays inside Europe and you can audit the models.

  • GLM
  • DeepSeek
  • Qwen
  • Kimi
  • Mistral
  • Llama
  • gpt-oss
  • Gemma
  • Loes
  • Nemotron
  • Claude Code
  • Codex
  • OpenCode
  • Cursor
  • Cline
  • Loes
  • OpenAI SDK
  • Anthropic SDK

What it does Compliance & sovereignty

AI in healthcare, with privacy first

Healthcare organisations work with special-category personal data, and that is exactly where generic AI from the United States runs into trouble. HostYourAI runs open models on GPUs in European datacenters via vLLM, so patient data never leaves the EU and processing falls fully under European law. You stay in control of which model runs, where it runs and who can reach it.

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02 Compliance & sovereignty

Why healthcare organisations host their AI in the EU

01

Data stays inside Europe

All inference happens on European GPUs. There is no US cloud provider in the chain, so you are not exposed to foreign access legislation such as the US CLOUD Act. For special-category data that is the difference between a compliance risk and a workable solution.

02

Open weights you can audit

You run open models such as Llama, Mistral and Qwen. No black box: behaviour is reproducible and auditable, which helps with internal review and demonstrating diligence to a data protection officer.

03

A Data Processing Agreement and no training on your data

A Data Processing Agreement (DPA) is available and the subprocessor list is public. Your prompts and documents are not used to train models. What you put in stays yours.

03 Compliance & sovereignty

What you use AI for in healthcare

Think of summarising medical documentation and handovers, drafting clear patient information, supporting administrative text and reporting, and making internal protocols and guidelines searchable with RAG. In every case AI supports the clinician: the model delivers a draft, a human reviews and decides. Do not use it as medical advice or for autonomous diagnosis.

04 Compliance & sovereignty

Healthcare requirements and how HostYourAI meets them

Requirement in healthcareHow HostYourAI meets it
Processing special-category personal data under the GDPRProcessing entirely inside the EU, with a Data Processing Agreement
No data export outside the EUEuropean GPUs, no US cloud in the chain
Accountability and transparencyOpen models, public subprocessor list, per-request logging
No reuse of patient dataNo training on your input or output
Isolation for sensitive workloadsDedicated GPU instances alongside the shared Router
Control over cost and usagePay-as-you-go per token or per hour, visible per request

Certification such as ISO 27001 or a national healthcare standard sits within your own organisation and processes. We provide the building blocks that support such a track: EU processing, a DPA, isolation and transparency.

05 Compliance & sovereignty

How to start

Link a knowledge base with your own protocols and guidelines; the Router automatically injects the relevant context, so answers are grounded in your sources instead of general model knowledge. Start small on the shared Router and scale to a dedicated instance once you go to production.

python
from openai import OpenAI

client = OpenAI(
    base_url="https://hostyourai.com/api/v1",
    api_key="hyai-...",
)

resp = client.chat.completions.create(
    model="llama-3.3-70b",
    messages=[{"role": "user", "content": "Summarise this guideline."}],
    extra_body={"knowledge_base_id": 42},
)
print(resp.choices[0].message.content)

Want to know more about linking knowledge? Read the guide Build RAG on EU GPUs.

Questions

Questions about AI in healthcare

Does patient data really stay inside the EU?

Yes. Models run on GPUs in European datacenters and your prompts and outputs never leave the EU. There is no US cloud provider in between.

Do I get a Data Processing Agreement?

Yes, a DPA is available and the subprocessor list is public, so you know exactly who plays which role in the chain.

Is our data used to train models?

No. There is no training on your input or output. Open weights also mean the model does not quietly learn from your traffic.

Does this support standards like ISO 27001?

We provide the technical building blocks that belong to it: EU processing, a DPA, isolation via dedicated instances and transparency. The certification itself runs through your own organisation and processes.

Can I use AI for diagnosis?

No. Use AI as support for clinicians, for example for summaries and drafts. A human reviews and decides; it is not medical advice.

Can I run my own or fine-tuned model?

Yes. Alongside the catalogue models you can deploy your own or a fine-tuned model from Hugging Face on a dedicated instance.

Everything you need for AI

From model hosting to a customer-facing API, it is built for developers and businesses who want their AI running on infrastructure they actually control, inside the EU.

EU-hosted

100%

Your data and your models stay on European GPUs. GDPR-friendly by design.

Verified models, ready to serve

700+

Llama, Qwen, DeepSeek, Mistral, FLUX and plenty more. Pick one and it is warm in minutes, with no DevOps on your end.

OpenAI & Anthropic compatible

2 SDK

Point your existing client at the Router and keep your tools. No rewrite, no lock-in.

From zero to a warm endpoint in minutes

No infra to manage. Pick a model, get an OpenAI-compatible URL, ship.

01

Pick a model

Choose from the Model Garden or paste any HuggingFace ID. Set the VRAM and pick an EU GPU.

02

Get your endpoint

We deploy vLLM, run readiness probes, and hand you a warm OpenAI- and Anthropic-compatible URL plus an API key.

03

Route and ship

Point your client at the Router. It auto-routes to a warm instance and logs every request.

Built for teams that can't send data away

If a US cloud is off the table, HostYourAI gives you the same developer experience on European infrastructure.

01

Public sector & government

Citizen data that legally has to stay in the EU, with full auditability.

02

Regulated enterprise

Finance, healthcare and legal teams under GDPR, DORA and the AI Act.

03

EU SaaS & scale-ups

Ship AI features your customers trust, without a US sub-processor.

04

Agencies & integrators

Deliver private AI for clients on infrastructure you can stand behind.

Private by Default

HostYourAI keeps your models, prompts and data on European GPUs. It is built for teams that care about compliance, reliability and real control.

  • EU-hosted
  • GDPR-friendly
  • OpenAI-compatible
  • vLLM-powered
  • No lock-in

Full data sovereignty

EU

GPUs and data stay inside Europe, and so do your prompts.

Models you can audit

Open

Run open-weight models and see exactly what runs.

No monthly fee

€0

Prepaid credit per token or per minute, so you pay only for what you run.

Your keys, your models

Yours

Your keys, your models and your data. Move whenever you want.

The platform

One platform, four layers

Start with one layer and add the others when the work asks for it. They share one key, one balance and one Activity view.

Code

Your coding agent on open models in Europe, set up with one command.

Open

Control

Keys, budgets and guardrails per team, and personal data stopped before any model sees it.

Open

Serve

Shared per token, or running for you alone, from European data centres.

Open

EU compute

Private GPUs in Europe, H100 to B300, sized for response time, generation speed and concurrent users.

Open

Related pages

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Europe's AI infrastructure.
Come build with us.

Start with one key today. Add dedicated GPUs when your workload needs them.

  • Jantine
  • Hans
  • Sander
  • Jos
  • Daan
  • Kyra
  • Margriet
  • Stan
The team behind HostYourAI