Healthcare · AI & Intelligent Automation
A clinical assistant retained on hospital infrastructure
Clinical teams required protocol guidance at the point of care. Patient records could not leave the hospital network. A grounded assistant was deployed on private infrastructure.
Healthcare operator (confidential)

- Problem
- Care teams required protocol answers at the bedside, while clinical records could not leave the hospital network.
- Solution
- A self-hosted retrieval-augmented assistant was deployed on private infrastructure, grounded in approved protocols, with evaluation prior to any response being presented.
- Technology
- On-premises modelsRAGEvaluationAccess control
- Outcome
- Clinicians receive grounded answers on site. Sensitive records remain within the hospital network.
More work
