Manage clinic appointments and patients via WhatsApp and Telegram

AI agents confirm appointments, answer patient questions, and handle staff requests across WhatsApp and Telegram.

How the work actually flows

It branches. Exactly one path is taken; a person is alerted when a step fails.

Pattern: Exclusive Choice (4)

flowchart TD trig>"patient sends message"]:::trig s0["AI books or answers request"]:::task s1[("appointment updated in calendar")]:::store trig --> s0 gx{"× routine or urgent request"}:::gate s0 --> gx p00["book or reschedule appointment"]:::task gx -->|"routine request"| p00 p10["flag for staff member"]:::task gx -->|"urgent or sensitive"| p10 p00 --> s1 p10 --> s1 out[/"appointments confirmed and updated"/]:::out pay{{"less manual front desk work"}}:::pay s1 --> out out --> pay esc(("Alerts a person")):::human s1 -. "if it fails" .-> esc esc -.-> out classDef task fill:#e7f6fe,stroke:#34b8f0,color:#2c2a29 classDef svc fill:#f6f8fa,stroke:#7c8795,color:#2c2a29 classDef mi fill:#e7f6fe,stroke:#0079a8,color:#2c2a29,stroke-width:2px classDef human fill:#fff,stroke:#0079a8,color:#0079a8 classDef store fill:#f6f8fa,stroke:#0079a8,color:#2c2a29 classDef trig fill:#00a4eb,stroke:#0079a8,color:#fff,font-weight:bold classDef trigtime fill:#00a4eb,stroke:#0079a8,color:#fff,font-weight:bold classDef trigdata fill:#8ad4f5,stroke:#0079a8,color:#06314c,font-weight:bold classDef gate fill:#fff,stroke:#e8a23d,color:#6b4708,font-weight:bold classDef out fill:#1f9d6b,stroke:#167a53,color:#fff,font-weight:bold classDef pay fill:#06314c,stroke:#021f33,color:#fff
Starts itA stepA personA record or sheetOne path onlyResultPayoff
Build size
Advanced

A larger build with multiple systems, AI reasoning, and custom rules.

Business functions
AI Agents & Autonomous SystemsMessaging & NotificationsDocument Processing & OCRScheduling & Calendar
Connects
WhatsAppTelegramGoogle CalendarGoogle TasksOpenAI

The problem it solves

Your front desk spends hours calling patients to confirm appointments and answering the same questions over and over. Meanwhile staff requests like schedule changes or supply lists get lost in group chats.

Who it fits

A medical or dental clinic that wants to automate patient communication and daily scheduling tasks.

How it works

  1. A patient messages the clinic on WhatsApp with a question or request
  2. AI reads the message and answers, books, or reschedules the appointment in Google Calendar
  3. Every day, the system automatically messages patients with appointments the next day to confirm
  4. Staff can message a Telegram bot to change appointments or add items to task lists
  5. Sensitive or urgent cases are automatically flagged for a staff member to handle
What you get

Patient messages answered without staff picking up the phone

Patients get instant answers, appointment confirmations, and rescheduling through WhatsApp, while urgent cases are routed straight to your staff.

What you get

Confirmed and updated appointments in Google Calendar, plus handled patient conversations, with humans looped in only when needed.

What you need

A WhatsApp Business number, a Telegram bot, a Google Workspace account, and OpenAI or OpenRouter API access.

We can build this. But should you?

The hard question is not how to build it. It is whether this is the right thing to build first.

That is what a Fractional Chief AI Officer figures out with you, before anyone writes a line of code.

Let's Talk Strategy

Related automations

Back to the AI Playbook