AI-style tools can be useful for organizing your medical history and symptoms. But a typical calculator output is not the same thing as a settlement evaluation in New York.
In practice, insurers and attorneys focus on evidence they can test: the timing of symptoms, the credibility of the medical record, and whether the incident is medically connected to the brain injury. If an AI tool guesses based on limited inputs—like a diagnosis label without objective findings or treatment continuity—it may produce a number that feels confident but doesn’t match how claims are negotiated.
New Rochelle reality: many people commute by car or transit and may return to work quickly even while symptoms linger. That can create a gap between how you feel and what the record shows—exactly the kind of mismatch that can reduce leverage during negotiations.


