AI Assistance · Surgical CAPD · Elastic LLM observability

AI Assistance

Surgical CAPD worklist

Surgical CAPD is computer-assisted physician documentation for the OR. Close documentation gaps, sign the note, and jump into Elastic for gen_ai tokens, EHR-pull errors, and Fabric-style pipeline events.

LLM observability

Note draft quality

Open a case to insert CAPD language. Token, model, and latency ride the same gen_ai spans as the signed note.

Security

Who reads CAPD notes

Bulk note opens from billing.svc belong in SIEM, not APM.

Observability

Worklist → Sign & file traces

Each case card opens documentation. Sign & file writes logs and an APM waterfall on vincari-capd.

What Elastic is doing here
LLM observability

Note draft tokens, model, and latency

gen_ai spans on the same CAPD trace as EHR pulls and Fabric jobs.

Observability

Sign & file writes logs plus the APM waterfall

CAPD suggestions, EHR pulls, and note.signed share one trace.id in Serverless Observability.

Search

Signed operative notes are indexed for retrieval

Sign & file dual-writes note text to surgical-capd-notes on the AI Assistants search project.

Security

Who is allowed to open this operative note

billing.svc reading the ACDF note is a detection, not a documentation timeout.

service.name = vincari-capd