AI tools generally work by comparing your inputs to patterns from other claims. That’s why the first output you see might sound “reasonable.” But in California, two cases that look similar on the surface can diverge quickly once the insurer reviews:
- whether the injury is tied to work duties,
- the consistency of your medical timeline,
- the clarity of work restrictions from treating providers,
- and whether the claim reaches a point where permanent impairment is evaluated.
In Brawley, many injuries occur in settings with fast-paced production schedules and predictable (but physically demanding) shift patterns. If your wage impact doesn’t match the way your employer reports earnings—or if your restrictions change and aren’t reflected in follow-up records—an AI calculator’s assumptions can produce a number that’s too low.


