AI tools are built to predict patterns, not to review the specific documents your claim depends on. In practice, two injured workers with similar diagnoses can see very different results in California when:
- The first medical visit is delayed or doesn’t clearly connect symptoms to the work event.
- Work restrictions are vague (or not tied to functional limits), which can lead adjusters to argue you could do more than you truly can.
- Your wage picture is complicated by overtime, variable hours, or shift changes—common in jobs across the Inland Empire.
- The insurer questions causation (work incident versus preexisting issues), which can derail settlement value even when you feel certain the injury is work-related.
An AI calculator may produce a number that feels reasonable—until you realize it can’t see how California’s workers’ comp process treats medical evidence, disputed issues, or credibility.


