AI tools typically work by matching the details you type in to patterns from other cases. The problem is that Wisconsin workers’ compensation disputes are often evidence-specific, not “symptom-specific.”
In practice, insurers look hard at:
- Your medical documentation timeline (when treatment started, how restrictions were described, and whether symptoms were consistently recorded)
- Work capacity evidence (work restrictions from treating providers and whether they align with your job duties)
- Whether the claim is accepted quickly or contested (denials, delays, and requests for evaluations change the settlement posture)
- Wage proof (what your pay records show, including regular schedule patterns)
If any of those pieces are missing or your answers to the AI tool were incomplete, the “range” can be misleading—sometimes by a lot.


