Mebane’s workforce includes many people who commute between nearby communities and industries, often with similar schedules and job demands. That means the injury story can sound “typical” to an AI tool—until you look closer.
AI estimates commonly assume that:
- the medical record is complete and consistent,
- work restrictions are clearly documented,
- wage loss is straightforward to calculate, and
- there are no disputes about whether the work incident caused the injury.
But in real North Carolina claims, those pieces can be messy. For example, it’s not unusual for an injured worker to return to lighter duty too soon, miss follow-up appointments, or have restrictions that change over time. AI can’t reliably interpret how those real-world gaps affect credibility, causation, and settlement leverage.


