AI tools typically try to mirror patterns from past outcomes: the kind of injury, the amount of treatment, whether work time was missed, and whether restrictions were documented.
That can be helpful in a limited way if you’re trying to understand what variables generally affect settlement value—especially when you’re dealing with confusion from an adjuster, employer, or insurer paperwork.
However, the part that often goes wrong for Illinois claimants is the assumption that your case is “close enough” to a typical pattern. In real claims, small differences become big leverage points:
- whether the treating provider clearly states work restrictions (and when)
- whether maximum medical improvement (MMI) is reached and supported
- whether wage loss is documented with payroll records that match your work schedule
- whether causation is challenged (common when symptoms show up later or the incident report is disputed)
An AI range may feel reassuring, but it can also make you underestimate how much documentation and procedural posture control the outcome.


