AI tools are typically built on generalized injury and claims data. In La Puente, however, motorcycle crashes commonly involve fact patterns that affect negotiations:
- Intersection and turning conflicts (vehicles entering a rider’s path from side streets or making late turns)
- Lane-change and merging disputes on busier corridors where viewpoints and timing are contested
- Roadway visibility issues (lighting, glare, and traffic congestion that can affect witness recollection)
- Insurance documentation gaps when police reports are incomplete or the scene evidence isn’t preserved
Even if two riders have similar injuries, the case value can diverge based on how clearly the crash caused those injuries and how well the evidence supports fault and causation.


