AI or automated tools aren’t always obvious to patients. They may appear in:
- Triage and risk scoring used to route patients to the “right” level of care
- Imaging or lab workflow where outputs are summarized for review
- Clinical decision support suggesting likely conditions or next steps
- Documentation assistance that affects what clinicians notice or record
In Irvine (like across California), many patients receive care through integrated systems where information travels electronically—but that doesn’t guarantee it’s interpreted correctly. A tool can flag a concern and still be mishandled, or it can be treated as “good enough” when a clinician should have questioned it against the patient’s symptoms and objective findings.
Our local focus: We look for where the workflow broke down—what was flagged, what was communicated, and what actions were (or weren’t) taken before harm escalated.


