AI calculators typically work from patterns: diagnosis category, treatment duration, and whether you missed time from work. The problem is that Minnesota workers’ comp doesn’t run on “typical cases.” It runs on what the insurer can prove and what the file documents.
In Sartell, common practical issues that can push settlement value up or down include:
- Conflicting work restrictions (what the doctor wrote vs. what you’re told you can do)
- Inconsistent symptom descriptions across visits or gaps in treatment
- Wage impact disputes when payroll records don’t match overtime/shift realities
- Causation arguments if the insurer claims the condition existed before the work event
An AI tool may suggest a range, but it can’t authenticate the details that Minnesota adjusters and evaluators rely on.


