AI tools can be useful for organizing facts, but they often miss what matters most in local cases:
- Delayed symptom reporting after an impact. Concussions and brain injury symptoms can worsen over days or weeks—especially if someone tries to “push through” work.
- Documentation gaps caused by treatment interruptions. In Michigan, changes in providers, missed follow-ups, or gaps in therapy records can become talking points in negotiations.
- Conflicting symptom explanations. Headaches, sleep disruption, dizziness, anxiety, and attention problems can overlap with other conditions—so your medical record has to do the connecting.
In short: an AI range may look confident, but settlements usually reflect evidence quality and legal strategy more than any formula.


