AI tools typically work by taking the details you enter—such as the type of injury, length of recovery, and medical costs—and then mapping them to damage categories. That can be helpful when you’re overwhelmed and need a framework for questions like:
- Are there likely past and future medical expenses?
- Could lost earning capacity be part of the calculation?
- Might non-economic harm (pain, limitations, emotional distress) come into play?
But the biggest limitation is also the same everywhere: AI can’t review the full medical record, interpret diagnostic reasoning, or evaluate whether the care provided fell below the accepted standard in the specific circumstances.
In Marion, that matters because the “story” often depends on the timeline of care—what was documented, what was missed, and when follow-up occurred (or didn’t).


