AI tools can be useful, but they generally work best when your situation fits common patterns. In Livonia, crashes frequently involve:
- Left-turn and intersection conflicts at high-traffic roads
- Lane changes where a motorcyclist is harder to notice
- Braking/avoidance maneuvers due to sudden traffic slowdowns during commutes
- Road work and seasonal conditions that can affect visibility and stopping distance
Because those facts can shift fault and causation, many calculators will output a broad range. That’s not failure of the tool—it’s the reality of how insurers value cases.


