Most AI tools work the same way: you enter basic information (injury type, date, wage, missed work), and the program returns a rough range based on patterns from other cases.
That can feel helpful, but the problem is that New Jersey workers’ compensation outcomes are evidence-driven. Two claims that look similar on the surface often diverge because of:
- whether the injury is clearly tied to the workplace event in the medical record
- how consistently restrictions are documented by treating providers
- what the insurer disputes (causation, disability, work capacity)
- how quickly treatment records were built after the incident
When those pieces are missing or unclear, an AI range can look “reasonable” while still being wrong for your posture.


