AI tools typically work by comparing your inputs to broad patterns from other cases. That can make the number feel “reasonable”… until your situation doesn’t match the assumptions.
In Morgantown, many workplace injuries occur in environments where documentation and timing matter—think industrial sites, healthcare facilities, logistics/warehouse work, construction activity, and university-adjacent employers with rotating staffing. When the record is incomplete or the timeline is disputed, an AI tool can’t “see” what will later decide the outcome.
Common reasons an estimate may miss the mark:
- Gaps between the injury and the first documented medical visit (insurers may argue the symptoms weren’t immediately linked)
- Inconsistent work restrictions (a treating provider’s limitations must be clear and supported)
- Wage and schedule complexity (overtime patterns, shift changes, or variable hours may not be captured by a calculator)
- Disputes over causation (especially when there are preexisting conditions or similar symptoms)


