Many AI tools are built to take a few inputs and output a range. That can be a starting point, but it’s not the same as evaluating a claim that may involve:
- Complex fault (multiple parties, shared responsibility, disputed causation)
- Insurance position changes after an initial investigation
- Evidentiary gaps caused by delayed reporting, incomplete scene documentation, or records that take time to obtain
- Timeline issues where the death occurs after the initial injury (which can complicate causation)
In Baldwin Park, common fatal-incident patterns—such as serious collisions along busy commute routes or incidents near shopping areas—often generate competing narratives early on. An AI tool cannot review the police report’s factual findings, preserve vehicle data, assess witness reliability, or interpret medical records in context.


