Many AI tools work like this: you enter a few facts (injury type, treatment, time off), and you get a payout “range” based on generalized patterns.
But in real California cases, settlement value tends to hinge on evidence that an AI calculator can’t properly see or interpret—especially when your claim involves:
- Work restrictions that conflict with job demands (common for physically demanding roles in industrial areas)
- Gaps between the injury and documented symptoms (which insurers may treat as credibility or causation issues)
- Pre-existing conditions that require careful medical explanation to show what the work event changed
- Evolving diagnoses (for example, when early records don’t clearly match later findings)
Even if the AI number “looks reasonable,” it may be built on assumptions that don’t reflect your medical timeline or how the insurer is likely to frame the case.


