An AI-based estimate is usually built to take inputs—like the type of head injury, treatment history, and reported symptoms—and then generate a range.
In real Wixom injury claims, that range can be misleading for two reasons:
- Symptoms after a crash can evolve. A concussion from a rear-end collision or a head impact during a sudden stop may look minor at first, then worsen days or weeks later.
- Adjusters focus on documentation quality. If medical notes don’t clearly connect the accident to ongoing neurological symptoms, an “estimate” won’t protect you from a low settlement offer.
The practical takeaway: use AI as a checklist—not as valuation.


