AI tools typically work from averages: age, relationship, and a few financial inputs. In Mandan, the case facts often hinge on details that calculators don’t model well, such as:
- Road and weather conditions (winter visibility, ice, snow storage, and maintenance practices)
- Traffic patterns around commuting corridors and school schedules
- Comparative fault questions (how fault is allocated when multiple parties appear involved)
- Evidence availability—dashcam footage, incident reports, and preserved vehicle data
Even if two families have similar losses on paper, the settlement value can swing dramatically based on what can be proven and how strongly the defense’s story can be challenged.


