AI tools typically work from general injury categories and simplified inputs. That becomes a problem when Malibu facts don’t fit the template—such as:
- Multi-party traffic incidents on coastal routes where lane changes, visibility, and speed factors are disputed.
- Tourist/visitor involvement, which can complicate witness availability and insurance coverage.
- High-impact crash patterns where spinal injury severity may depend on what happened in seconds—information that the AI tool can’t “see.”
- Weather and lighting variability (fog, glare, nighttime driving) that affects fault arguments and reconstruction.
An AI estimate may look precise, but it often can’t evaluate the strongest proof a California claim relies on: imaging results, neurological testing, causation evidence, and a well-supported life-care timeline.


