AI calculators are pattern-matching tools. They can be useful for triage, but they rarely understand the specific evidence that California adjusters rely on—like the clarity of your work restrictions, how consistent your treatment timeline is, and whether your insurer disputes causation.
In Shafter, many workers are employed in roles where the “impact” of an injury isn’t always obvious at first—think repetitive lifting, equipment use, loading/unloading, heat exposure, or commuting to multi-site work. When the practical limitations aren’t documented clearly, an AI range can end up too low.
Common reasons an estimate may be off include:
- Ambiguous restrictions (e.g., “avoid heavy lifting” without specifics)
- Gaps in treatment after the initial visit
- Wage history that doesn’t match real earning patterns (overtime/shift differentials not reflected)
- Disputes over whether the work incident caused the condition


