# Private LLM for a hospital group: AI use case

> Clinical summarisation on patient data that may not leave the country, no public model APIs. Healthcare & Life Sciences.

Source: https://aibyos.com/use-cases/private-llm-hospital

Healthcare & Life Sciences

# Private LLM for a hospital group

Clinical summarisation on patient data that may not leave the country, no public model APIs.

[Discuss this use case](https://aibyos.com/contact)

## How we approach it

1.  Open model fine-tuned on de-identified clinical notes in an in-region GPU cluster
2.  Served privately inside the hospital network
3.  Clinician review, audit logs and model documentation

## How success is measured

Summary quality rated by clinicians, zero data egress, cost vs. per-token API pricing.

## Capabilities involved

[▥ Sovereign GPU Compute](https://aibyos.com/gpu)[⚙ Fine-tuning & Model Customization](https://aibyos.com/services/fine-tuning)[⚖ AI Governance & EU AI Act](https://aibyos.com/services/governance)

## Industry

Healthcare & Life Sciences

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