Many AI tools return a range based on simplified inputs (injury severity, age, and generic care assumptions). That can be a helpful starting point, but it often overlooks the details that insurers use to adjust risk in the real world—details that are especially important in Corte Madera where many serious injuries stem from:
- High-speed traffic merges and lane changes on nearby routes
- Rear-end collisions during commute hours
- Stop-and-go congestion that increases the likelihood of sudden impact
- Side-impact and intersection collisions where fault can become disputed
Even when the diagnosis is the same, two cases can value very differently depending on whether the record shows:
- the exact cause-and-effect timeline (what symptoms appeared, when, and how they were documented)
- objective findings from imaging and neurological exams
- complications that affect care needs (mobility decline, skin risk, respiratory concerns, bowel/bladder involvement)


