GP + GPT: Safe AI that triages, scribes, and actually gets stuff done
Session Date:
A practical, no-fluff walkthrough of Monday-ready upgrades for a typical NZ general practice:
- Clinic AI doctrine: a one-pager that defines purpose, guardrails, and success metrics so tools don’t run the clinic- you do. Start with the problem.
- Triage, not roulette: a simple 3-gate flow (safety → suitability → service) with hard stop/escalation rules you can drop into your portal/phone scripts.
- Ambient scribes: three note styles (bullet SOAP, guideline-linked, patient plan), how to do your own.
- Robots in reception: examples of small automations that actually remove work- referrals pre-filled with summary, and recalls scheduled with templated messages.
- Patient heal thyself - with my digital doubles' help.
- The Safety File: Know the error types and issues. consent wording, logging/audit basics, a red-team checklist, and an incident template - so “we tested it” is true.



