An AI estimate is usually built around common injury categories (like treatment delays, surgical complications, or misdiagnosis). Those categories can be useful for orientation, but they often miss the things that tend to matter most in real New York cases, such as:
- whether the provider’s actions breached the accepted standard of care for that specific situation
- whether medical experts can connect the negligence to your exact harm (not just that harm occurred)
- whether the timeline is consistent with what the records show
- what documentation exists for damages like lost wages, additional care, and functional limitations
In practice, two people can enter the same “type” of case into an AI tool and receive very different outputs—because the tool can’t weigh credibility, expert interpretation, or gaps in treatment the way an attorney and medical reviewers can.


