Port Huron patients commonly access care through a mix of urgent/ER settings, outpatient clinics, and referral pathways across St. Clair County. In those environments, diagnostic errors can spread through ordinary “workflow” moments:
- Results that aren’t acted on quickly when someone has repeat visits or symptom escalation
- Transfers and handoffs where key history, imaging, or lab values don’t land where they need to
- Fast triage pressure that pushes clinicians toward the most likely explanation before ruling out dangerous alternatives
- Communication gaps between emergency care and follow-up providers
If an AI-assisted workflow was used—whether to prioritize risk, support imaging review, or draft documentation—the legal question isn’t “was the tool good or bad?” It’s whether the care team treated automated output as something that still required verification, escalation when risk increased, and clear follow-through.


