AI tools typically work like this: you enter inputs (symptoms, diagnosis, treatment), and the tool returns a range. That can feel useful—especially early—because it gives you something to hold onto.
But the most common problem we see in real injury files is inputs don’t match the evidence. For example, an AI may assume you had consistent follow-up care, objective testing, or clear documentation of cognitive limitations. In practice, Nebraska adjusters look for consistency across:
- emergency or urgent care notes
- follow-up appointments (neurology, concussion clinic, primary care)
- therapy recommendations and attendance
- symptom logs that match visit dates
- employment records showing functional impact
If your medical timeline is incomplete or your symptoms changed over time, an AI estimate may look “confident” while being detached from what a claim actually requires.


