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GP + GPT: Safe AI that triages, scribes, and actually gets stuff done

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.