Local incident patterns can make a big difference:
- Speed and lane-control issues on highways and arterials can shift fault quickly.
- Pedestrian and crosswalk risks near commercial areas raise questions about visibility, timing, and duty of care.
- Tourism and event traffic increases congestion and makes it harder to reconstruct how and when a fatal crash occurred.
- Construction zones and roadway changes can complicate causation—especially when signage, lane markings, or traffic control are involved.
An AI tool typically can’t evaluate those facts the way an attorney can—because it can’t review the police report in context, obtain surveillance footage, interpret vehicle data, or assess whether expert review is needed.


