Clarkston sits at the crossroads of commuting routes, commercial traffic, and busy neighborhood streets. That mix can create scenarios where responsibility is disputed, including:
- Multi-vehicle collisions where multiple drivers argue someone else “caused the chain reaction.”
- Driver distraction on higher-speed corridors and at intersections with heavy turning traffic.
- Large vehicles and delivery trucks involved in rollovers, rear-end impacts, or lane-change crashes.
- Pedestrian or cyclist deaths where visibility, speed, and signal timing become central issues.
- Crashes tied to roadway conditions—including drainage, lighting, signage, or construction-related lane changes.
In these situations, an automated tool can’t evaluate who had the duty to act safely, how investigators interpret skid marks or witness statements, or what medical records actually show about causation.


