AI tools are built to estimate using patterns. Your claim is not a pattern.
In Vicksburg, adjusters typically focus on questions like:
- Was the injury tied to the incident through medical records? (Not just a diagnosis label.)
- Do treatment notes show a consistent story over time?
- How did symptoms affect your ability to work and function?
- Are there gaps the defense can argue are unrelated or exaggerated?
If an AI calculator assumes your symptoms were documented consistently, but your records show delays, missed follow-ups, or conflicting reports, the “range” it generates can be misleading.
That’s why the best way to use an AI calculator is as a checklist—something that helps you identify what evidence you may need to strengthen before negotiations begin.


