Des Moines traffic and commuting patterns create real-world circumstances that calculators can’t reliably account for—especially when fault is disputed. For example, a fatal incident may involve:
- Multi-lane intersections where multiple witnesses remember different signals or vehicle speeds
- Winter driving conditions affecting braking distances and traction
- Construction zones along major corridors that change traffic flow
- Trucks, commercial vehicles, or delivery traffic operating on tight schedules
- Pedestrian and cyclist activity near downtown and busy corridors
An AI tool may ask for a few inputs (age, income, medical costs) and output a range. What it can’t do is evaluate how Iowa fact-finders typically weigh evidence like dashcam footage, scene diagrams, maintenance records, or conflicting witness accounts.


