AI tools typically work by taking the details you type in and comparing them to broad “patterns” from other claims. That can produce a number that looks reasonable—until you compare it to how your case is likely to be evaluated.
In Midland, common differences include:
- Work restrictions that don’t match your actual job demands (for example, lifting or repetitive tasks during extended shifts)
- Gaps caused by commute and scheduling—where treatment timing, travel distance, or shift changes affect continuity of care
- Injury narratives tied to incident reporting (how quickly symptoms were reported, what was documented in the initial report, and whether the mechanism of injury is consistent)
- Insurer scrutiny of causation when there are preexisting symptoms or similar work-related complaints
A calculator can’t verify whether your medical records contain the same level of functional detail an adjuster will look for.


