AI tools typically ask for a handful of inputs (injury type, treatment dates, time off work, wage info) and then produce a range based on patterns from other cases.
That can feel reassuring—until you realize what an AI tool can’t reliably see:
- Whether your restrictions are documented in a way that matches your actual job duties
- Whether your medical records show consistent causation (especially when symptoms fluctuate)
- How California’s workers’ compensation process is unfolding in your claim
- What disputes are already forming (for example, whether the insurer questions work connection or the extent of impairment)
In Corcoran, where many workers return to duty quickly due to financial pressure, documentation gaps are especially common. If your symptoms changed and your records didn’t keep up, an AI output can look “reasonable” while your claim is quietly being undervalued.


