AI tools can be helpful for orientation, but they don’t have access to the details that usually matter most in Iowa City workers’ comp outcomes. For example, calculators typically won’t know:
- Whether your claim involves injuries tied to commuting patterns (common for employers with shift changes and frequent schedule adjustments in the Corridor)
- How consistently your medical records describe work restrictions and whether those restrictions are documented in a way the insurer can’t easily discount
- Whether your wage loss story is supported by payroll records and not just your memory
- Whether you’re at a procedural stage where negotiations change (for example, after impairment opinions or after disputes are formalized)
When people rely on an AI estimate too early, they sometimes treat it like a promise. In Iowa City, the risk is that an early low-range expectation can lead to accepting terms before the medical file and work-capacity documentation are fully developed.


