AI tools typically use simplified inputs: the type of injury, treatment duration, and the amount of medical bills. That can produce a rough range.
In real New York medical malpractice claims, however, settlement value tends to rise or fall based on details that aren’t captured by a form—such as:
- Whether the provider’s actions matched the standard of care in that clinical setting
- Whether medical records support causation (that the negligence—not something else—caused the worsening)
- Whether your documentation clearly shows how the injury limits daily function
For East Rockaway patients, a common gap is incomplete “story continuity.” For example, if you were referred out of network, treated at more than one facility, or had delayed follow-up because of commuting or work constraints, the record may not reflect the full impact of the mistake. That can make an AI estimate look “too low” or “too high” compared to what an attorney can prove.


