Most calculators—AI-driven or otherwise—work from inputs such as:
- where you were treated and for how long
- the type of injuries and whether they worsened
- documented lost wages and future work restrictions
- general categories for pain and suffering
In a lot of cases, that produces a rough range that can help you understand what insurers may focus on.
But in Oskaloosa, the “rough range” can miss what’s most important if the case turns on things like:
- the truck’s speed versus traffic conditions near town
- whether lane changes or turn movements were handled safely
- driving-time and fatigue rules (if evidence supports it)
- whether maintenance issues contributed (brakes, tires, lights)
A calculator can’t see those facts. It also can’t predict how aggressively an insurer will dispute causation.


