AI tools are built to estimate damages from the information you type in. That can make them feel “accurate” because they produce a range quickly.
But medicine isn’t a checklist. In a Niles case, the strongest settlements typically require documentation that an online form can’t reliably capture, such as:
- the exact timeline of symptoms and visits
- what clinicians documented (and what they missed)
- whether follow-up testing and referrals were appropriate
- whether later deterioration was truly caused by the alleged negligence
If the inputs are incomplete—common when someone is trying to remember details from months earlier—the calculator’s output can drift away from what a lawyer would later call “evidentiary value.”


