Many AI tools ask for basic inputs (age, incident type, relationship, medical bills) and then generate a “range.” That range may look reassuring, but it often misses the details that matter most in real California negotiations.
For example, in Danville-related incidents, families frequently discover that fault hinges on specifics like:
- Traffic conditions and visibility (day vs. dusk driving, lane control, road markings)
- Speed and distraction in commute patterns
- Whether a pedestrian, cyclist, or passenger was in a place of lawful protection
- Preservation of evidence after the immediate chaos (photos, vehicle data, dashcam/video)
- Insurance coverage questions that an online tool can’t see
When those factors shift, the leverage shifts too. An AI calculator can’t review the reports, evaluate witness credibility, or test causation against the defense’s theory.


