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Ask Gemini across Gmail and Calendar to summarize vendor threads and spot scheduling bottlenecks, then draft the reply yourself
Dr. Thanh Mai, OD, owner of Insight Vision Center Optometry, Optometry Corner and Eyecon Optometry in Southern California, writing in Review of Optometric Business
With Google Workspace and a BAA in place, he uses Gemini to summarize the inbox and prioritize lab, frame-rep, landlord and referral messages; condense vendor negotiation threads into pricing and turnaround bullets; start and polish email replies; draft referral letters from exam findings for the doctor to review; analyze calendar patterns for scheduling inefficiencies; and turn Google Meet staff-meeting recordings into action items. His favorite prompt pattern is '@workspace' so Gemini can draw on email, calendars, Meet and Docs together.
From $4.99/mo (checked prices)
Easy · or we do it from $149/mo
Google Gemini, Google Workspace (Gmail, Calendar, Meet, Docs)
The problem
A multi-location optometry owner lives in Gmail and Google Calendar; long vendor threads and calendar clutter steal time from patients and staff coaching.
What happened
Self-reported, no hours figure for email alone: he says AI 'compresses the time required to get clarity' and, separately, that if AI scribing saved 3–5 minutes per exam across 20 patients that would reclaim about an hour a day (illustrative math he gives for scribing, which he was evaluating, not a measured result from Gemini email).
Quoted in the source: Dr. Thanh Mai, OD, Insight Vision Center Optometry. Source: Review of Optometric Business: Adopt AI in Your Small Optometry Practice (Thanh Mai, OD) (2026-03-11) · Added 2026-10-14. Results as reported by the source; we haven't independently verified them.
How to set it up yourself
- What he did: stayed inside Google Workspace with a BAA, then used Gemini to summarize mail, draft replies and referral letters, and review calendar patterns.
- Confirm a BAA with Google for healthcare and turn off any setting that trains public models on your data.
- Start with inbox triage: ask Gemini to list what needs a reply today vs what can wait, especially lab and vendor threads.
- For long vendor emails, ask for bullet pricing changes and turnaround impacts before you reply; let Gemini draft, then edit and send yourself.
- For scheduling: ask it to look at calendar density and gaps (he uses '@workspace' so it can see calendars and mail together) and flag bottlenecks for you to fix by hand.
- For staff meetings: record in Google Meet, then ask for action items with owners.
- DIY adaptation (not Google-only): export a week's calendar as ICS and paste de-identified vendor emails into Claude or ChatGPT with the prompt below.
Copy-paste prompt
You are my practice operations assistant. I run [N] optometry locations. Using only the de-identified calendar summary and email snippets below: 1) list today's must-reply vendor or referral messages in priority order, 2) draft a short reply for each, 3) flag scheduling bottlenecks (double books, no buffers, long gaps on peak days) with one concrete fix each. Don't invent appointments or prices that aren't in the text. Calendar: [paste]. Emails: [paste]
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Tools used
Google Gemini
Google's AI assistant, integrated with Gmail, Docs and Workspace.
From $4.99/mo (Google AI Plus) (checked 2026-10-13)
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Checked prices: Google Gemini: from $4.99/mo (Google AI Plus) (verified 2026-10-13)
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