AI calculators typically work by taking what you type in (injury type, treatment, missed work, wages) and comparing it to broad patterns from other cases. The problem is that workers’ comp disputes rarely turn on broad patterns.
In North Carolina, the insurer’s evaluation often focuses on issues like:
- whether the injury is supported by medical records that line up with the timeline
- whether restrictions are consistent with what your treating provider documented
- whether wage loss is supported with payroll/earnings evidence
- whether the claim is being resolved as accepted benefits versus contested issues
An AI tool can’t see the evidence that will be reviewed, or how your file reads when it’s put into an adjuster’s hands.


