AI tools generally work by taking the facts you type in (injury type, severity, treatment length, and sometimes income loss) and mapping them to common damage categories.
That can be useful if you’re trying to understand what tends to drive value in a claim—like medical bills, future care needs, or the impact on daily functioning.
However, in real malpractice cases, the outcome hinges on evidence, not estimates. Defense teams will look for gaps such as:
- missing follow-up documentation after abnormal test results
- unclear causation (whether the negligence actually caused the harm)
- pre-existing conditions that complicate the timeline
- inconsistent medical records that make expert review harder
A calculator can’t resolve those issues. A lawyer and medical experts can.


