Rome is a working city with jobs that can involve repetitive tasks, heavy equipment, weather-related site conditions, and shift work. Those factors often show up in the claim file—especially in medical notes and employer records. AI tools generally don’t see those specifics.
Common reasons an AI range can come out low include:
- Work restrictions aren’t fully documented in the medical record (for example, limitations affecting lifting, standing, or repetitive motion).
- Treatment gaps or delayed follow-up after the initial workplace injury.
- Wage history that’s more complex than it looks, such as shift differentials or irregular schedules.
- Disputes about the incident narrative (what happened, when it happened, and whether the claim matches contemporaneous reports).
In New York, the insurer’s view of your claim often turns on what can be supported consistently across medical visits, employer reports, and benefit documentation. An AI calculator can’t authenticate those details.


