AI tools usually work from the information you enter—things like injury severity, length of recovery, and medical bills. That can produce a range. The problem is that real malpractice cases depend on details that most intake forms don’t capture.
In Columbia, common real-world complications include:
- Missed or delayed follow-up after discharge (when symptoms change but care isn’t re-checked quickly)
- Complexity from overlapping providers (primary care, specialists, hospitalists, urgent care) where the chart may read like multiple stories
- ER-to-inpatient transitions where timing matters—what was documented at arrival versus what was discovered later
A calculator can’t prove which actions met or failed the standard of care, and it can’t fill in causation gaps when the record is incomplete.


