AI-based calculators typically ask for a diagnosis, injury date, and basic treatment info—then output a range based on patterns from other cases. That can be a starting point, but it often breaks down when the case involves the kinds of workplace scenarios common in the Manchester area, such as:
- Shift-based employment and uneven reporting (treatment and documentation happen after a schedule change or delayed appointment)
- Commute-related jobsite access (travel demands can complicate “work capacity” discussions)
- Construction/industrial environments where minor gaps in restriction notes can be used to argue you were capable sooner
In practice, insurers look for consistency across your timeline: incident → medical evaluation → restrictions → work status → follow-up care. If any of those links are thin, a calculator can still produce a number that feels reasonable—while your claim is actually missing the evidence that supports it.


