AI tools typically work from the information you type in—diagnosis, body part, missed work, and dates. The problem is that the value of a workers’ comp claim in Illinois is driven by evidence quality and timing, not just the injury label.
Local reality can matter. For example, Grayslake residents may work shifts tied to commuting patterns, seasonal production, or job sites where documenting restrictions quickly is difficult. If your work status changed but your medical records lag behind—or if your employer’s records don’t reflect overtime/shift differentials—an AI “range” can drift far from what a settlement should reflect.
Common ways AI estimates go off track:
- Date mismatch (injury date vs. first symptom reporting vs. first medical visit)
- Missing wage components (overtime, consistent shift differentials, bonuses)
- Restrictions not clearly documented (what you can’t do, not just what hurts)
- Treatment gaps that insurers use to argue symptoms weren’t work-related


