Many claims here involve injuries that show up over time—back strains from loading vehicles, shoulder problems from repetitive tasks, or knee issues aggravated by long shifts. Even when the workplace incident is real, delays can happen because treatment gets scheduled around work, childcare, and doctor availability.
That timing matters. Insurers often look for consistency between:
- when symptoms started,
- when you sought treatment,
- what your doctor documented, and
- how your restrictions affected your ability to commute and perform job duties.
An AI tool can’t see those real-world gaps. If your treatment timeline is fragmented, an estimate may look “reasonable” while still being low compared to what your claim could support with better evidence.


