Most AI tools work from simplified inputs—diagnosis label, severity category, age, and a few assumptions about care. That approach can be useful for understanding what damages categories exist, but it often struggles with the realities of Boston-area incidents, such as:
- Multi-party collisions on highways and arterial roads (more defendants, more disputes over fault)
- Construction and roadway changes that can affect signage, lane markings, and driver perception
- Pedestrian and bicycle impacts with complex causation questions
- Delayed symptom discovery, which insurers may use to argue the injury wasn’t caused by the crash
In practice, what drives value is rarely the label alone. It’s the evidence tying the incident to your neurological findings and documenting the functional impact that supports long-term medical and daily assistance needs.


