AI tools work by taking inputs (injuries, treatment, time off work, and crash facts) and applying generalized patterns from past claims. That can be useful—but it can also miss what matters most in your specific situation.
In Rockville, two common realities affect case value:
- Commuter traffic and intersection exposure. Many motorcycle crashes happen at complex intersections or during turning/merging situations where lane position, visibility, and reaction time are disputed.
- Construction, detours, and lane changes. Road work can create shifting traffic patterns and changing signage—details that may later become central evidence.
When those factors aren’t captured in an online estimate, the AI number may be too low or too high.


