I've spent the last stretch talking to independent physicians and small clinic owners about their biggest time sink, and it's not diagnosis — it's the paperwork after.

The average visit generates 10-16 minutes of note-writing. Multiply that by 20 patients a day and you've got 3+ hours of documentation stacked onto an already full day. Most solo practitioners can't justify a $60k/year human scribe, so they just eat the hours — nights, weekends, whenever.

The fix isn't more headcount. It's compressing the loop between 'patient says something' and 'structured, billable note exists.' That's the whole thesis behind what we're building at Vitalis AI: the model listens during the visit, drafts a SOAP note and billing codes in real time, and hands it back for a 30-second review instead of a 10-minute write-up.

If you're a physician or clinic owner drowning in notes after hours, happy to talk shop — genuinely curious what's broken in your current workflow, AI tool or not.