Most AI tools and online calculators work by taking the information you enter—injury type, treatment timeline, severity, and reported losses—and then applying simplified assumptions to generate a range.
That can be useful for:
- understanding which categories of harm are typically included (medical costs, disability impacts, and non-economic damages), and
- identifying what documentation you’ll likely need to support a claim.
It cannot, however, evaluate the things that usually make or break a California malpractice settlement:
- whether the care fell below the California standard of care for the situation,
- whether negligence caused the injury (not just happened alongside it), and
- whether your damages are supported with consistent records, not estimates.
In other words: a calculator may help you ask better questions, but it can’t replace evidence-driven legal review.


