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Compliance9 min read2026-05-30

Sovereign AI for Europe's public sector and healthcare

Government bodies and hospitals process the most sensitive data there is - and sit under the strictest legal oversight. Why AI in these domains should run on sovereign, local infrastructure, and what that means in practice.

Sovereign AI for Europe's public sector and healthcare

Few organizations handle data as sensitive as a hospital or a public authority: health records, social data, law enforcement, critical infrastructure. When AI is used there - to read scans, process applications, analyze cases - it runs on exactly that data. Where, and under whose law, that happens is not a technical footnote but a core legal question.

Why the cloud often rules itself out

Special categories of personal data under GDPR Article 9 - including health data - get heightened protection. Hand them to a US-controlled provider and Schrems II risk plus CLOUD Act exposure combine into a problem that's hard to document cleanly. Many public buyers now explicitly require processing under EU law alone.

What sovereign infrastructure actually delivers

Sovereignty here means: the hardware is owned by an EU company, sits in the EU, and is governed by EU law alone. There is no data exporter and no third-country importer. For a model working on patient or citizen data, that's the difference between a process that passes an audit and one that doesn't.

  • Data stays in the jurisdiction - no transfer to third countries.
  • Dedicated hardware instead of shared tenancy - clear separation and auditability.
  • EU AI Act conformity from the start, including documentation and logging.
  • A named, reachable operator - not an anonymous hyperscaler hotline.

On-prem or locally hosted

Some institutions must run the hardware in-house - for fully air-gapped systems, for instance. Others are better served by locally hosted, dedicated infrastructure in an EU datacenter: the same legal sovereignty, but without owning a machine room with its power, cooling and uptime burden. Both routes keep the data in the EU.

In the public sector, sovereignty isn't a marketing property - it's a procurement requirement.

Where VANAFTER fits

We build 8-GPU AI servers in the EU and run them locally in Munich, Brno and Košice - or deliver them for on-site operation. GDPR-native, EU AI Act ready, with dedicated access and a real point of contact. For authorities and hospitals that want to use AI without ever handing their data away.

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