Sometimes “AI” shows up plainly in a chart. Other times, it appears indirectly—through automated summaries, templated operative notes, imaging interpretation workflows, or decision-support references.
What makes these cases especially sensitive is that the real issue is usually not the existence of technology—it’s whether the clinical team used it appropriately, verified outputs, and responded correctly when real patient facts conflicted with a tool’s suggestion.
In practice, defense teams and insurers may argue that complications were unavoidable or that any technology involved was only “support.” Your case review should focus on whether the standard of care was met and whether an AI-influenced step played a role.


