An AI estimate typically works off the information you type in—injury type, recovery length, medical bills, and sometimes broad categories like pain or disability. The problem is that medical negligence disputes often turn on details that are hard to summarize in a form.
In Pennsylvania, two cases with similar symptoms can move in very different directions based on things like:
- Whether negligence is supported by records (chart notes, imaging reports, orders, lab results, discharge instructions)
- Whether experts can explain causation—that the provider’s actions didn’t just happen around the injury, but actually caused it
- Whether the documentation shows an avoidable delay in diagnosis, escalation, or follow-up
If the tool doesn’t capture those elements, it may give you a number that’s either too optimistic or too low for what the evidence can support.


