AI tools generally work by pattern-matching. That’s not the same thing as evaluating a real workers’ comp file—one that includes treating provider notes, employer documentation, and the specific way Illinois rules are applied to your benefits.
In Bourbonnais, common scenarios that can throw off an AI-style range include:
- Gaps in treatment after an injury (which insurers often treat as a credibility and causation issue)
- Work restrictions that exist on paper but don’t align with how a job actually operates on the ground (shifts, production demands, or physically demanding tasks)
- Wage reporting complications, like overtime patterns that aren’t reflected accurately in the documents adjusters rely on
- Conflicts in incident reporting, especially when the details are reconstructed after the fact
The takeaway: an online calculator can’t see the same evidence a lawyer reviews, and it can’t predict how the insurer will frame disputes under Illinois workers’ comp practice.


