AI tools usually work by pattern-matching: you enter your diagnosis, treatment dates, and wage details, and the tool returns a rough range.
The problem is that California workers’ comp decisions don’t hinge on diagnosis alone. They hinge on things like:
- whether your medical records clearly tie your symptoms to the work event
- whether your treating doctor documented work restrictions in a way the system can use
- whether the insurer believes you reached maximum medical improvement (MMI)
- how wage loss is supported by the records, not just your statements
In Scotts Valley, that mismatch can get worse when a claim involves commuting-related job duties—for example, driving, warehouse/yard work, or physically demanding tasks tied to a specific schedule. If your restrictions don’t map cleanly to the way you actually worked, the insurer may push for a lower valuation.


