The most diagnostic question I ask in any discovery conversation: "What do you copy and paste?"
Every instance is a missing integration or a tool that doesn't do what the team needs. Staff know exactly where the friction is. Leadership often doesn't.
What I find at almost every practice I work with:
- Intake forms → EHR (field by field, manually)
- AI scribe output → EHR chart note (copy-paste, every visit)
- EHR data → care plan document (manually assembled)
- Care plan → patient portal (emailed as a PDF)
Ambient scribes are collapsing the documentation step — but that second arrow, scribe output → EHR, is still copy-paste at most practices because the integration isn't there. AI surfaced the bottleneck by removing the step before it.
And that scribe isn't free. Standalone tools run at least ~$70/provider/month. At 10 providers that's $700/month. At 50 it's $3,500. It scales directly with growth, which means the architecture question gets more expensive the longer you wait to ask it.
The options aren't obvious: your EHR may already include a native scribe (Healthie Scribe, athenaAmbient, Epic's AI scribe). Clinician satisfaction with the current tool might make switching painful enough to keep it. Or the cost of replacing it may be lower than you think once you run the math. But you have to run the math — most practices haven't.
Every instance of copy-paste points at a decision that was never made. What did AI expose when it took away the step before the copy-paste?