Vitalis Triage

A 42-hospital European group faced record ER wait times and inconsistent triage decisions across sites, with clinicians drowning in unstructured EMR notes.

Ship a HIPAA-compliant, FHIR-native triage assistant that reads structured and unstructured records, augments (not replaces) clinical judgment, and is auditable end-to-end.

• 01Fine-tuned a clinical LLM on de-identified EMR corpora with clinician-in-the-loop labeling.
• 02Built a FHIR-native ingestion layer with on-prem inference for data residency compliance.
• 03Ran a 12-week formal audit against clinician baselines across three pilot hospitals.
• 04Rolled out with per-site kill switches and continuous drift monitoring.

• 94% triage accuracy vs. 87% clinician baseline in blinded evaluation.
• 38% reduction in average ER wait time across pilot sites.
• Live in 42 hospitals within 9 months of contract signature.
• SOC 2 Type II + HIPAA certified; zero PHI incidents post-launch.