Most AI tools estimate settlement ranges by taking the information you type in—such as the injury type, treatment timeline, work restrictions, and lost time—and then comparing it to patterns from other cases.
That approach can feel practical, especially when you’re under pressure to make decisions quickly. However, Pennsylvania workers’ compensation claims don’t behave like standardized math problems.
In Berwick, common work settings—manufacturing, warehousing, construction, delivery, and healthcare support roles—often involve physical job demands and schedules that affect how treatment gets documented. If an AI tool doesn’t “see” how your job actually loads your body, it can understate (or overstate) the severity of your limitations.
Key point: AI calculators are only as good as the details you provide—and they can’t review the evidence an adjuster will rely on.


