AI tools typically work from generalized patterns—prior claims, common injury categories, and broad legal principles. That can be helpful when you’re trying to understand the moving parts.
In Williamsport, though, crash facts often turn on details like:
- Intersection visibility and turning movements (especially during heavier traffic windows)
- Road surface conditions (including areas with patching or seasonal wear)
- Documentation quality right after the crash (what was captured before memories fade)
- Witness availability in busier areas or near event traffic
If your inputs don’t reflect those realities, an AI estimate can be misleading—either too low (missing losses) or too high (assuming injuries and causation are clearer than they are).


