Many AI tools work like this: you enter your injury description, treatment history, time missed from work, and sometimes your wage info. The tool then produces a range based on patterns it has seen from other cases.
In Alliance, the limitation shows up fast because many claims hinge on evidence that AI can’t reliably evaluate, such as:
- Whether your work restrictions are documented consistently by your treating provider
- How your symptoms match the timeline of the incident and subsequent treatment
- Whether the insurer challenges causation (common when records are incomplete or there’s a gap in care)
- How your wages are actually calculated based on Ohio workers’ comp wage rules and your real payroll history
An AI estimate may feel “reasonable,” but it often can’t account for the specific reasons your claim might be undervalued—like missing restriction notes, unclear maximum medical improvement timing, or disputes over whether your condition is permanent.


