Most AI tools work by asking for basic facts (injuries, treatment, time missed from work) and then applying generalized patterns from other cases. That’s useful for orientation, but it can miss what commonly drives value in Whatcom County motorcycle crashes.
For example, the payout in real disputes often depends on whether there’s strong proof of:
- Fault at intersections (turning vehicles, failure to yield, lane positioning)
- Road condition and visibility (foggy mornings, rain slick roads, debris)
- Causation (how your symptoms connect to the crash, not something else)
- The timeline of treatment (whether your records consistently track what you reported)
If an AI estimate doesn’t reflect those case-specific factors, it can land far from what a settlement or jury verdict supports.


