I'm a pharmacist (5 yrs) building an AI agency that installs an AI Operating System into independent pharmacies. Here's my approach โ tear it apart.
The model: build here โ deploy there.
I build and test the whole AIOS in my own workspace first, then deploy it on-site onto a Mac Mini that lives at the pharmacy. Their system runs locally on that box, 24/7.
Why a local Mac Mini?
-Pharmacies hold protected patient data (HIPAA). Running everything locally means no patient data ever leaves the building โ no cloud. That one promise kills the biggest objection when I'm selling door-to-door.
-The installer is Mac/Linux only, and a Mini matches my own setup โ so what I build transfers cleanly.
-One-time hardware + disk encryption = a clean compliance story I can stand behind.
The stack:
-Claude Code โ the engine. Plain English in โ it builds tools, wires automations, and fixes issues. How a non-coder ships real software.
-Layers, installed one at a time: Context (it learns the business) โ Data โ a daily intelligence brief โ Automate tasks away โ Build.
-Connectors: Fireflies (meeting notes/action items) + Google Workspace.
-Telegram bot โ control the AIOS from my phone (text, voice, photos).
-Pharmacy tools I built: Reimbursement tool to increase revenue directly + an audit-prep tool Both of those are current and ready while I have other automations and workflows to set up as well.
Automations + tech issues all route through Claude Code โ describe it in plain English, it gets built or fixed on the spot. No vendor tickets.
Scaling: first install I'm doing the careful manual way (it tells me what to standardize). After 1โ2, I package it into a one-command installer so every future pharmacy is fast and repeatable. As far as a one command installer, it's something I'm still working on, but that's the general idea as of now.
Where I want input:
As far as implementation, that AI operating system, is the Mac Mini route overdoing it, or do you recommend going some alternative route?
On-site Mac Mini vs. a secure cloud server for a HIPAA pharmacy?
Anything missing on compliance?
Better tools for the automation layer?
Manual-first then package โ or standardize sooner?