AI tools generally work by taking the limited details you type in—like the nature of your injury, how long recovery took, and what bills you’ve paid—and converting them into a rough range.
That can be helpful for orientation. However, many California malpractice claims turn on facts that don’t fit neatly into a form, such as:
- whether the chart documents the missed or delayed clinical step
- whether an expert can explain what the provider should have done differently
- whether your symptoms match the medical reasoning needed to prove causation
In practice, two people can enter similar inputs into an AI tool and still end up with very different outcomes once medical experts review the full record.


