AI estimators are built to provide ranges—not case outcomes. In Oakland, the facts can vary widely depending on where the incident occurred:
- Residential neighborhoods with shared driveways, fenced yards, and visiting guests
- Parks and walking paths where leashes, recall issues, and visibility matter
- Commute-related errands (delivery drop-offs, rideshare stops, short visits to homes or businesses)
Even if you input correct injury details, an AI tool may not reflect:
- How New Jersey law treats fault and foreseeability
- Whether the owner had notice of aggressive tendencies
- Whether the medical record clearly supports the severity and cause
In other words, the calculator can suggest categories of damages, but your settlement value depends on what can be proven—not what a model predicts.


