In Beverly Hills, patients often seek care at busy urgent care centers, specialty clinics, and hospital systems that prioritize speed—especially when symptoms seem urgent. That urgency can be a double-edged sword:
- Initial intake may rely heavily on risk screens or automated prompts.
- Imaging and lab work may be processed through workflow software that routes results for review.
- Follow-up instructions may be automated or delegated, increasing the risk that an abnormal finding is not escalated.
- Busy clinicians may have less time to reconcile inconsistent symptoms with algorithm-driven impressions.
You don’t need to prove that “AI caused everything.” In a serious case, it’s often enough to show that the system’s output was used in a way that failed to meet the standard of care, and that the failure contributed to harm.


