Most AI tools work by taking the details you type in and comparing them to patterns from other cases. But Washington workers’ compensation outcomes are driven by what can be supported in your record and what disputes arise.
In Yakima, common problems we see that can skew an AI estimate include:
- Wage details don’t match real schedules (overtime, shift differentials, seasonal pay patterns, or inconsistent hours)
- Work restrictions aren’t described with enough functional detail (what you can’t do—lifting, standing, reaching, pace—matters)
- Treatment timing is uneven due to access, scheduling, or returning to work before a provider fully documents restrictions
- Causation gets challenged when the incident timeline isn’t recorded clearly or symptoms overlap with prior issues
An AI tool can’t verify whether your treating provider’s restrictions match what you actually needed to do on the job, or whether the insurer will focus on gaps in documentation.


