Most AI calculators work by taking your inputs—like injury type, treatment history, and time missed—and comparing them to patterns from other cases. That can sometimes align with how insurers think about risk in general.
In Somerville cases, the limitation you’ll feel most often is this: the tool can’t read the specific medical timeline that controls whether your impairment and restrictions are accepted.
Even if your symptoms are real and serious, settlement negotiations often turn on details like:
- whether your treating provider documented objective findings (not just complaints)
- whether work restrictions were issued consistently and communicated clearly
- whether the record supports causation (not just timing)
AI tools also can’t predict how the insurer will frame disputes—especially when there are gaps typical of fast-paced environments (missed appointments, delayed follow-ups, or unclear descriptions of how the injury occurred).


