AI tools typically convert a few inputs—injury severity, treatment length, and whether there’s scarring—into a predicted range. The problem is that real outcomes depend on proof quality and liability factors that vary from case to case.
In Cupertino, insurers may focus on issues like:
- Whether the dog was properly restrained in a residential setting (common in suburban neighborhoods)
- Whether the incident occurred in a high-traffic pedestrian area (driveways, sidewalks, apartment-like common walkways)
- Whether you can connect the bite to specific medical findings in the record
- Whether the claim is filed within California’s deadlines and supported by consistent documentation
A calculator can’t verify credibility, interpret wound descriptions, or evaluate how a defense might challenge causation.


