Many calculators work by comparing your inputs (injury type, treatment, time off) to patterns from other cases. That can be helpful as a rough starting point.
The problem is that Hayden work injury files don’t always follow the “typical” pattern the tool assumes. For example, local employers often rely on employees to keep up with physically demanding schedules tied to construction, trades, warehouses, hospitality, and service work. When you’re placed on restrictions (or when restrictions are unclear), the insurer may argue you could return earlier or work within limits.
AI tools usually can’t evaluate:
- whether your treating provider’s work restrictions were specific enough for the insurer to accept
- how consistent your medical timeline is with what you reported after the incident
- whether your wage loss is supported by payroll records and not just your memory
- whether the claim is already moving toward a dispute or evaluation stage
The result? A calculator may spit out a range that looks reasonable, while your case may turn on issues the tool can’t properly model.


