Most online tools work by taking a few inputs—your diagnosis, injury date, body part, and whether you missed work—and then generating a range based on patterns from other cases.
That approach can be especially unreliable when your claim involves details common to the New Castle area, such as:
- Industrial and manufacturing job duties where restrictions depend on specific physical demands (lifting, repetitive motion, shift work)
- Workplace incidents tied to commuting or schedule changes (for example, injuries that flare up during a shift change and are documented later)
- Documentation gaps from multi-provider treatment (urgent care first, then specialists, then physical therapy)
AI can’t “read” your medical record the way an attorney and medical team review it. It also can’t predict how Pennsylvania’s workers’ compensation process will handle disputed issues in your file.


