AI estimates can be useful as a starting point, but the risk is treating them like a forecast.
Here’s why that’s especially important locally:
- Treatment often continues through the same regional pipeline. When follow-up care happens with overlapping providers, the medical record becomes the central battleground. If the chart doesn’t clearly document symptoms, causation, and progression, an AI range won’t fix that.
- Montana timelines and evidence rules favor early organization. Waiting to request records, identify gaps, or preserve billing/incident documentation can make later proof harder.
- Jurors and adjusters care about credibility. In malpractice cases, the “story” matters—what was known at the time, what should have been done, and how the injury changed the patient’s life.
The right approach is to treat an AI result like a checklist, not a promise.


