AI tools generally work by comparing what you type in (injury type, time off, treatment) to patterns they’ve learned. That can produce a “range” that sounds reasonable.
The problem is that Geneva claim files are won or lost on specifics—not just categories. For example, insurers frequently look at:
- Whether your employer’s first report matches your medical timeline (especially if symptoms ramp up after a shift).
- How restrictions were communicated after you saw a doctor—particularly if your job duties changed week to week.
- Whether wage records reflect your actual pay structure (overtime, shift differentials, or inconsistent hours).
An AI calculator can’t verify those documents. It also can’t predict how an Illinois adjuster will treat disputes about causation, maximum medical improvement, or the seriousness of limitations.


