Catalog record · Customer Experience
Stage as of Apr 15, 2024 · historical report, not live reconfirmation.
UC San Diego Epic patient-message draft replies
Primary workflow source. A named organization's workflow supported by a reviewed primary source. Stage is reported separately; this label does not establish measured outcomes or independent validation.
Last researched Oct 26, 2026. Source access and reported stage are recorded below; deployment evidence does not establish ROI.
What the research supports
The pilot generated drafts for non-emergency patient messages, which physicians reviewed and edited before sending.
- Reported stage
- Pilot
- Technology
- GenAI/LLM
- Business function
- Front Office
- Impact (legacy label)
- Not labeled
- Catalog date · unconfirmed
- Not reported
- Imported
- Oct 29, 2026
- Last researched
- Oct 26, 2026
Measures & evidence
No quantified measure recorded. This is a gap in the evidence, not a finding of no value.
Documented vendor relationships
No vendor relationship has been linked to this specific workflow in the curated overlay. This does not mean it was built without vendors.
See the company’s documented relationshipsDeployment evidence & limits
Issuer describes an April 2023 pilot evaluated in a randomized prospective quality-improvement study published April 2024. Status as of 2024-04-15.
Stage is as reported in the cited evidence. Current operating status has not been independently reconfirmed; the research date is an editorial review date.
The randomized evaluation found no reduction in physician response time despite reported cognitive-burden benefits. This record is scoped to the evaluated pilot, not a claim about current enterprise deployment. Measure total read/edit/send time and resolution quality; longer replies or staff preference are not evidence of cost savings.
Potential FS application · inferred
Inferred: Bank complaint handlers: prepare empathetic draft replies grounded in case data, then obtain human approval.
Provides a starting draft inside the existing correspondence workflow.
Original industry: Healthcare delivery. Transfer limits: Measure total read/edit/send time and resolution quality; longer replies or staff preference are not evidence of cost savings.
Recorded dependencies
- Workflow-specific human review and permissioned access to source records
- Local evaluation of omissions, false assertions, escalation failures and total review time
Source register
- Study Reveals AI Enhances Physician-Patient Communicationtoday.ucsd.edu · opens in a new tab
University of California San Diego · issuer · full-text · Published 2024-04-15
Research lanes: health_life_sciences · Batch global-discovery-2026-10-26. Coverage and remaining gaps