AI tools can be useful for one thing: giving you a starting range based on broad patterns. When you input details like injury type, treatment timeline, missed work, and whether you’re dealing with permanent restrictions, the tool may produce a number that looks “reasonable.”
In Papillion, that’s where the problem starts—because the tool can’t see what Nebraska insurers focus on:
- Whether your medical record supports work restrictions clearly (not just that you hurt)
- Whether the timeline makes sense (reporting, treatment follow-through, symptom documentation)
- Whether wage loss matches your actual payroll history
- Whether the claim involves disputed issues the insurer plans to challenge
AI can’t verify your impairment findings, interpret functional limits the way an evaluator would, or predict how the insurer will frame disputes. Treat the estimate like a flashlight—not a GPS.


