Dumont is a suburban community where many residents travel to regional medical centers in Bergen County and beyond for specialty surgeries. That means care may involve:
- Multiple facilities (hospital + imaging center + outpatient surgery unit)
- Different staff teams across dates (pre-op clinic, operating room teams, post-op follow-ups)
- Shared electronic systems used across providers
When AI tools are part of those workflows, the “who did what” question becomes harder. For example, a discharge summary might reflect automated language, imaging interpretation may be generated with decision-support assistance, or clinical documentation may look drafted by software—yet the operative reality may be different.
In these situations, the most urgent need is not speculation—it’s a record-focused review that helps determine whether the outcome resulted from an accepted risk or from a preventable failure in safety.


