AI tools typically estimate potential value by using inputs like:
- the type and severity of injury
- how long recovery took
- out-of-pocket medical costs
- reported impacts on daily life
That can help you understand which categories of damages an attorney will likely ask about—such as medical bills, future treatment needs, and non-economic harm.
However, AI can’t reliably determine the two things that drive real settlement outcomes in California:
- Liability — whether the provider deviated from the accepted medical standard of care.
- Causation — whether that deviation actually caused your specific injury (as opposed to something else).
Those issues usually require medical record review and expert interpretation, not just a questionnaire.


