AI can turn visit details into a cleaner first draft. It should never turn uncertainty into a confident sentence.

A useful documentation assistant shows the source behind each suggestion, flags conflicts, marks what changed and leaves missing information visibly missing. The clinician must be able to edit freely and approve the final record—not inherit a signature-ready note that looks finished before it has been checked.

The best test is simple: ask the system to explain every added fact. If the answer is hidden, vague or invented, speed has become risk. Let AI organize the evidence. Keep clinical judgment attached to the human name on the note.

Source reviewed: FDA: AI-enabled device software lifecycle guidance. The source supports the reported update; the operational recommendations are DomAfina’s analysis.