In practice, burn claims in Laurel commonly run into disputes that AI tools can’t resolve. Instead of focusing on a single “number,” insurers typically challenge one or more of these issues:
- Whether the burn matches the incident (for example, the burn pattern doesn’t align with the account of how it occurred)
- Whether treatment was delayed or incomplete (adjusters may argue the severity was overstated)
- Whether future care is medically necessary (especially where scarring management, therapy, or surgery is involved)
- Whether your work impact is supported (missed shifts, modified duties, or functional limits)
That’s why a calculator shouldn’t be your decision-maker. It can help you organize, but it can’t evaluate causation the way a lawyer can by reviewing records and building a demand around proof.


