Many AI tools work by pattern-matching. You enter your diagnosis, dates, and the type of impact your job caused, and the tool returns an estimated range.
That approach can break down in real Castle Pines cases because the timeline often hinges on details such as:
- Whether treatment records clearly connect symptoms to the work event
- Whether your doctor’s restrictions are written in a way that matches how you actually perform your job
- Whether the insurer disputes “work-relatedness,” especially when symptoms show up after the incident
If the insurer argues that your condition is preexisting, degenerative, or unrelated, a generic estimate can look plausible while being legally incomplete.


