AI calculators are built to be fast. But medical negligence cases are built on evidence. An AI tool generally can’t reliably account for:
- Pennsylvania-specific proof requirements for negligence and causation (it’s not enough that something went wrong—your claim must show it was legally attributable to substandard care).
- How your records read as a story (symptoms, risk factors, and clinical reasoning often determine what was “avoidable”).
- Chart inconsistencies that show up when care is spread across urgent care, primary care, specialists, imaging centers, and follow-up appointments.
If the tool doesn’t have accurate inputs—like when symptoms started, what was documented, or what was ruled out—the output may look precise while being based on assumptions that won’t survive legal review.


