Many AI tools generate a quick range based on inputs like diagnosis, treatment duration, and symptom categories. That can feel useful—until you compare it to how insurers in California actually evaluate claims.
In San Mateo, it’s common for defenses to focus on two themes:
- Timing and documentation: Insurers look for whether symptoms were reported promptly after the incident and whether you consistently pursued follow-up care.
- Causation: They may argue that headaches, sleep disruption, or cognitive fog were caused by something else (or would have occurred anyway).
Because traumatic brain injuries can involve both visible and “invisible” effects, an AI output may not reflect the strength of your medical records or the quality of accident evidence.


