Most AI calculators use a simplified framework: they take details you enter (injury severity, treatment length, out-of-pocket costs, and sometimes long-term impact) and map them to broad categories of damages.
That can feel reassuring because it produces a range quickly. The problem is that Massachusetts medical malpractice cases often turn on specifics that aren’t captured in a form—such as:
- whether the provider’s care met the accepted standard of care for the situation
- how medical experts connect the alleged negligence to the injury (causation)
- what documentation actually supports the timeline of harm
- whether there are gaps in care, pre-existing conditions, or competing explanations
In other words: the AI range can be educational, but it’s not the same as a legal valuation based on the Massachusetts evidentiary record.


