Most AI calculators respond to your inputs—date of injury, body part, treatment history, time off work, and sometimes wage info. Then they generate a range based on patterns from other cases.
In practice, the estimate often feels reasonable because it’s built from common injury categories. The problem is that California workers’ compensation outcomes can swing based on details that an AI tool can’t verify, such as:
- how consistently your symptoms were documented from the beginning
- whether your restrictions were tied to medical findings (not just your description)
- whether the insurer challenges the work incident or timing
- what your doctor said about stabilization and future treatment needs
When those details are missing or disputed, an AI range can be too low—or sometimes too high—because it doesn’t know how your specific file will be evaluated.


