AI calculators tend to assume that the injury story is clean and consistent—one incident, clear documentation, and predictable treatment. But in real life, cases involving Ferguson-area employers can develop complications that change the numbers:
- Late reporting or incomplete incident details (sometimes because supervisors handle reports differently or information gets relayed).
- Work restrictions that don’t translate into real job availability—especially when employers expect employees to commute and return quickly.
- Gaps in treatment caused by scheduling, transportation, or waiting on authorizations.
When those gaps exist, an AI estimate may still produce a “reasonable range,” but it won’t account for how insurers use missing records to argue for lower exposure.


