Many AI tools work from averages. Gary’s injury and fatality situations can be highly fact-specific—such as:
- Commercial trucking and semi traffic on busy routes
- Pedestrian crossings and sidewalk access near retail corridors
- Industrial workforce incidents where contractors or equipment may be involved
- Crashes with disputed fault (speed, lane position, signal visibility, impairment, or braking distance)
AI calculators can’t reliably account for disputes like causation, comparative fault arguments, or whether key records were preserved. Two families with similar losses can face very different settlement outcomes depending on what proof exists and how liability is likely to be argued.


