AI tools are trained on patterns, not your treatment file. In the real world—especially with injuries that affect cognition—small differences can change how a case is valued.
Common reasons AI outputs can be off after a Ypsilanti-area crash or slip incident:
- Symptom timing isn’t captured well. Brain injury symptoms can appear immediately or evolve over days. If the calculator assumes an earlier or later timeline than what your records show, the result can be misleading.
- Michigan insurers focus on documentation. Gaps in care, inconsistent reporting, or records that don’t connect the accident to neurological complaints can weaken a claim.
- Functional impact matters more than labels. “Concussion” or “brain fog” is not the end of the story. For settlements, what you can (and can’t) do—work tasks, attention, driving comfort, household responsibilities—often carries significant weight.
Use AI to generate questions, not conclusions.


