Durham has a mix of dense neighborhoods, major commuting corridors, and frequent construction/transport activity. That combination can create fact patterns that are hard for a generic calculator to model—like:
- Intersection crashes where signal timing, turning behavior, or visibility issues matter
- Multi-vehicle incidents where fault is shared or contested
- Pedestrian/bicycle fatalities where the dispute may involve speed, warning signs, lane design, or roadway maintenance
- Worksite and delivery-related deaths where safety procedures and equipment conditions are central
AI tools usually work from simplified inputs and assumptions. They can’t review police reports, driver logs, medical causation, maintenance records, or witness credibility—factors that strongly influence whether an insurer offers a fair amount or holds firm.


