AI tools can be useful as a first-pass “organizer.” They typically encourage you to think about:
- Past medical bills (ER visits, imaging, specialists, follow-up care)
- Future treatment (rehab, ongoing therapy, medications, additional procedures)
- Work disruption (time off, restrictions, and the knock-on effect on income)
- Non-economic harm (pain, scarring, loss of function, emotional impact)
But AI can mislead when the tool makes assumptions that don’t match the reality of your file—especially when medical outcomes evolve over time.
For example, in Alabama communities where many patients rely on a network of referrals and follow-up appointments, it’s common for care to be delayed or fragmented between providers. If a calculator doesn’t account for that timeline—or if you enter incomplete details—it may produce a range that’s too low (or too high) for the evidence that can realistically be proven.


