An AI tool typically generates a value range by using inputs you provide—like where the crash occurred, the type of injuries, treatment received, and time away from work. That can be helpful when you want to understand what categories of damages might matter.
However, AI cannot:
- determine liability based on disputed facts at an intersection or parking-lot turning conflict
- verify medical necessity or whether a provider’s notes support the injury timeline
- account for California-specific negotiation realities (including how insurers react to strong versus weak documentation)
- predict how long your case will take once treatment stabilizes
Bottom line: treat an AI number as a starting point. In Walnut cases, the strongest “value drivers” are usually the crash evidence and your medical record consistency—not the diagnosis label alone.


