AI tools typically work by pattern-matching. That’s helpful for organizing information, but it’s not the same as a legal evaluation based on your medical record and proof.
In San Rafael cases, common reasons AI estimates miss the mark include:
- Symptom timing after an accident: Concussion and other TBI symptoms can intensify days or weeks later—especially with stress, sleep disruption, or returning to commuting and work.
- Local evidence realities: Surveillance quality, witness availability, and how quickly records are requested can affect what can be proven.
- Insurance value tactics: Insurers often focus on gaps in treatment, inconsistencies in reporting, and whether symptoms can be tied to the incident.
So if an AI calculator offers a range, the real question is whether your file contains the evidence needed to support the higher end of any reasonable range.


