In a community like Bexley—where residents regularly commute into Columbus, walk between neighborhoods and parks, and share roads with school traffic—fatal incidents can turn on details that automated tools don’t fully capture.
AI calculators typically rely on generalized inputs (age, relationship, “type” of incident). They can’t see the scene, interpret Ohio traffic standards in context, or evaluate what an insurer will argue about causation and fault. For example:
- Crash outcomes may hinge on speed, lane position, visibility, and signal timing—not just the fact that a death occurred.
- Pedestrian and crosswalk cases may depend on lighting, signage, and whether the defendant had a duty to anticipate risk.
- If the incident involved employers or contractors, insurers may dispute whether safety procedures were followed and whether negligence actually caused the fatal injury.
Online tools also can’t confirm whether key documents exist (or are missing), or whether the defense will challenge medical causation.


