AI tools can be useful as a starting point because they commonly sort claimed losses into broad categories (medical bills, future care, lost wages, and non-economic harm). That can help you organize your own questions for an attorney.
However, AI cannot review the things that tend to control results in real New York malpractice cases, such as:
- Whether the provider breached the standard of care in the specific clinical setting
- Whether the breach caused the injury (not just whether it occurred during treatment)
- Whether the chart supports the timeline—often the difference between a strong claim and a weak one
- Whether key proof exists, like imaging, lab results, operative notes, and follow-up documentation
In practice, two people can enter the same “injury type” into a calculator and still have very different outcomes depending on the medical record quality and expert support.


