Workers’ comp is document-driven. AI tools are pattern-driven.
In practice, the gap shows up in a few predictable ways for claims arising in Anderson County and surrounding areas:
- Injury details get simplified. Your job may involve repetitive motions, lifting, or shift-based schedules common to manufacturing, logistics, and maintenance work. If the tool doesn’t account for the specific mechanics of your work, the estimate may be skewed.
- Treatment timing matters more than people expect. If there’s a delay between the incident and medical evaluation—or if follow-up care becomes inconsistent—insurers frequently argue the injury is less severe or not work-related.
- Work restrictions are not “optional.” Insurers typically focus on restrictions from treating providers (and whether they’re consistent over time). AI calculators can’t verify whether your limitations were properly documented or whether they match what you actually can do on the job.
The key point: an AI range can look reasonable while still missing the evidence insurers use to argue for a lower figure.


