In the Phoenix West Valley, many patients move between urgent care, hospital outpatient departments, imaging centers, and primary care follow-ups. That flow is convenient—but it can create gaps where critical information doesn’t land the way it should.
Common local patterns we investigate include:
- Abnormal results not escalated quickly (e.g., imaging or lab findings marked “critical” but not acted on in time)
- Handoff failures between providers after an urgent visit—especially when symptoms evolve over days
- Over-reliance on automated impressions in imaging or triage documentation
- Delayed follow-up planning after discharge, including unclear instructions for returning if symptoms worsen
When AI tools are part of the process, the key question isn’t whether the technology was “smart” or “bad.” The legal focus is whether clinicians and facilities used the outputs appropriately—verified against objective findings, documented reasoning, and escalated care when risk indicators pointed to urgency.


