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Multi-agent AI clinic operations platformProduction

REJUEL CAIO

A production ops platform orchestrating 6 department AI agents through a Telegram COO interface, blocking content at a medical-advertising-law gate before publish.

REJUEL CAIO — Multi-agent AI clinic operations platform

Overview

A Korean aesthetic clinic group runs on work that is structurally adversarial: marketing wants reach, but the Medical Service Act treats most persuasive copy as a legal liability. Pricing, content, and CS decisions are scattered across people and spreadsheets, and a single non-compliant post can trigger real sanctions. The hard part isn't generating marketing — it's making sure nothing reaches a patient without passing the law first.

REJUEL CAIO treats that constraint as architecture rather than an afterthought. A CAIO orchestrator coordinates six department agents — marketing, content, pricing, CS, data, and compliance — all driven from a single Telegram interface that functions as a chief-operating console, so a non-technical operator runs the whole stack from their phone. Competitor prices are scraped on a schedule and folded into a multi-location pricing view, and approved outputs flow through an automated update-to-deploy loop.

What makes it engineering-notable is the deterministic compliance gate: a non-LLM checkpoint that blocks content before publish instead of trusting a model to behave. Rather than wrapping AI agents around a clinic, it encodes medical-advertising law as a fail-closed engineering boundary the agents cannot route around.

Highlights

  • 6 department agents (marketing, content, pricing, CS, data, compliance) + a CAIO orchestrator on Claude API
  • Real-time competitor price monitoring feeding a multi-location pricing dashboard (weekly automation)
  • Deterministic medical-advertising-law compliance gate (pre-publish blocking)
  • Auto CI loop: data update → git commit → Vercel deploy

Metrics

235
commits
6,480
test LOC
4
clinic ops
136
Python files

Architecture

Telegram COO interfaceCAIO orchestratorMarketingContentPricingCSDataComplianceMed-ad-law gate (pre-publish block)

Tech stack

PythonClaude APITelegram Bot APISupabasePlaywrightPandasVercelDocker