AI tools can organize facts quickly, but they can’t verify the evidence that drives settlement value—like whether medical records link your symptoms to the incident, whether your treatment timeline looks reasonable, and whether the other side’s liability is clear.
In Riverview, that mismatch shows up often when:
- Symptoms evolve after an initial “mild” period (common with concussions)
- You missed work or changed duties but the paperwork wasn’t consistent
- You received care outside a steady treatment plan, making causation harder to prove
- Comparative fault arguments get raised (Michigan law allows fault to reduce recovery)
An AI estimate may produce a neat range. A claim in Michigan usually turns on whether the evidence can persuade an adjuster—and, if necessary, a judge or jury.


