Most AI calculators work by comparing your answers to patterns from other cases. That can be helpful as a rough reference, but it often breaks down when Fremont-specific realities change the facts:
- Shift-based wage impact: If you lost time during a particular pay period, your payroll records (including overtime patterns) are what matter—not just your “typical” wage.
- Documentation timing: In practice, delays in getting treatment notes, work restrictions, or follow-up exams can give insurers room to argue the injury isn’t as disabling as claimed.
- Job duties and commuting constraints: Even if you can “work around” limitations at first, insurers may rely on whether your treating provider’s restrictions match what you were actually expected to do.
A calculator can’t verify whether your restrictions are consistent, whether your work history is properly documented, or whether the insurer is likely to contest causation or impairment.


