AI tools typically predict a range based on the details you enter (injury type, treatment, missed work, and sometimes wage info). The problem is that workers’ compensation outcomes aren’t driven by a single formula—what tends to matter most is what the carrier can prove (or disprove) from the file.
In Belmont, common reasons an estimate can land too low include:
- Commuter-pattern wage loss: If your schedule includes variable hours or overtime, a calculator may not reflect how your earnings actually changed.
- Delayed or incomplete medical documentation: If treatment notes don’t clearly describe functional limits, the insurer may argue your restrictions were temporary or overstated.
- Causation disputes: Even with real injuries, carriers sometimes question whether symptoms are work-related—especially when there’s a gap between the incident and the first detailed medical visit.
- Work restrictions that don’t match the job reality: In a community with many commuting jobs and mixed duty assignments, “light duty” can be hard to define unless your treating provider ties restrictions to your specific functions.


