While medical negligence can happen anywhere, Novi’s real-world pathways to diagnosis commonly create the conditions where errors slip through:
- Split records across providers (urgent care → family medicine → specialist) where abnormal results may not be promptly reviewed.
- Imaging and lab workflows where reports are generated quickly, but the follow-up loop depends on office systems and escalation.
- Busy suburban schedules that can lead to rushed visits, incomplete symptom histories, or delayed return appointments.
- Technology-assisted triage (risk scoring, automated prompts, template documentation) that can shape what gets ordered—and what gets overlooked.
When AI or automation is involved, the concern is rarely “the tool was wrong.” The legal question is whether the care team and facility used the output appropriately, verified it against objective findings, and escalated when risk was present.


