In suburban communities like Randolph, people often juggle multiple responsibilities and may present to urgent care or primary care with symptoms that “come and go.” A common pattern in diagnostic-error claims is that early symptoms are treated as minor—until they aren’t.
When care involves AI-assisted workflows—such as automated risk scoring, imaging prioritization, triage routing, or documentation assistance—the stakes of timing increase:
- Results may be routed faster, but also reviewed more quickly.
- Notes may reflect what the system predicted instead of what the clinician independently verified.
- Follow-up instructions can get buried in portals or discharge paperwork.
That’s why our work starts with the timeline: what you reported, what the team saw, what they ordered, when results were available, and when action was (or wasn’t) taken.


