AI-based calculators generally work by using the information you enter—injury severity, treatment length, medical bills, and sometimes reported daily impact—to produce a number or range.
In Grand Rapids, the biggest risk with these tools isn’t math—it’s missing context. Many claims hinge on facts that aren’t captured in a form, such as:
- whether a provider documented red-flag symptoms and patient complaints clearly
- whether follow-up instructions were reasonable and actually carried out
- whether test results were reviewed promptly and acted on
- whether the harmed patient’s ability to work or commute was affected in a measurable, documented way
An AI output can help you understand categories of harm, but it can’t replace the evidence review required to assess fault and causation.


