Case study · AI · 2026
Clinical notes summarization for a care network
Shorter notes, complete records, less burnout.
LLMTypeScriptFHIRGCP
The problem
Clinicians spent up to two hours a day writing structured notes from consultations, leaving evenings for paperwork. Dictation tools helped but skipped the structure insurers and audits require.
The solution
We built an LLM-based summarizer that turns consultation transcripts into structured SOAP notes, with strict guardrails, clinician-editable drafts, and full audit trails.
The result
Average documentation time fell from 110 to 35 minutes a day per clinician, and note completion rose to 99% without adding administrative staff.