Monitor patient chats on WhatsApp, coordinate staff tasks on Telegram, and manage appointments in Google Calendar with automated reminders and escalation when needed.
This AI agent automates patient communications and appointment management end-to-end. It handles patient inquiries on WhatsApp, coordinates staff actions via Telegram, and keeps Google Calendar in sync with scheduling changes. It logs tasks, sends reminders, and escalates urgent issues to human staff when needed.
Orchestrates patient messaging, appointment updates, and internal task automation across channels.
Respond to patient inquiries via WhatsApp.
Schedule, reschedule, and cancel appointments in Google Calendar.
Notify staff and log tasks in Google Tasks.
Send automated reminders for next-day appointments.
Process media (audio, image, documents) for patient context.
Escalate urgent or sensitive cases to human agents.
Automates patient messaging, staff tasking, and calendar updates to replace manual handoffs. Maintains consistent patient data and prevents missed or conflicting appointments.
A simple 3-step flow that is easy to follow.
Incoming WhatsApp and Telegram messages are received and categorized by type (text, image, audio, document).
AI agents determine the appropriate action (reply, schedule, reschedule, create tasks, or escalate).
Actions are applied to Google Calendar and Google Tasks; confirmations, reminders, or escalations are sent to patients and staff.
One realistic scenario showing concrete task, time, and outcome.
Scenario: A patient texts to reschedule a 9:30 AM appointment tomorrow via WhatsApp. The AI agent checks Google Calendar, finds 11:00 AM available, updates the appointment, sends a WhatsApp confirmation to the patient, and notifies the receptionist via Telegram to prepare documents.
One supporting sentence.
Needs reliable cross-channel coordination for scheduling and reminders.
Requires quick access to appointment changes and staff notifications.
Relies on timely updates and clear patient communication.
Wants centralized control of calendars, tasks, and reminders.
Manages integrations, prompts, and maintenance.
Benefits from consistent data flow and auditable actions.
One supporting sentence with short explanation.
Handles patient messaging and routes intents to the AI agent
Staff commands and notifications for scheduling and tasks
Create, update, and cancel appointments; check availability
Create and manage staff tasks and reminders
Power reasoning, classification, and decision making
Persistent chat memory and context across sessions
One supporting sentence with short explanation.
One supporting sentence with short explanation.
An AI agent for clinic management is a set of specialized AI-driven functions that automate routine clinic operations across channels. It handles patient communication, appointment scheduling, task creation, and reminders, while coordinating with calendar and task systems. It uses AI models to interpret messages, decide appropriate actions, and execute them within your existing tools. If a query is too sensitive or outside guidelines, it escalates to a human. The system maintains an auditable trail of actions for compliance and accountability.
Yes. It connects to WhatsApp via Evolution API and Telegram via the Bot API, enabling automatic routing of patient messages and staff commands. The agent can interpret intents, trigger calendar updates, and create or modify tasks. It preserves channel context to ensure consistent responses across platforms. You can customize prompts and escalation rules to fit your clinic’s policy.
Data handling follows established-security practices by keeping sensitive information inside the calendar event descriptions and the central database. Access is controlled via credentials and OAuth for Google services, with audit logging for changes. Messages and media are processed within secure prompts and limited to necessary contexts. Patches and updates follow security best practices to mitigate exposure.
The agent continuously checks message content for sensitivity or urgency. When a case is flagged, it routes the conversation to a human agent via Telegram with context from the patient, calendar, and related tasks. The human can respond within the same thread, and the system logs the escalation outcome. This ensures critical issues are not lost and patients receive timely attention.
Yes. The agent supports multi-calendar setups and can apply the same automation rules across different clinics. It maintains separate histories, prompts, and access controls per clinic. Scheduling changes, reminders, and staff tasks are scoped to the respective calendar and staff groups. Centralized dashboards can help administrators oversee all clinics at once.
If a service is temporarily unavailable, the agent will retry operations and log the incident. It can switch to a fallback flow, such as queuing messages for later delivery or notifying staff of the outage. When services resume, it completes pending actions and informs patients/users of any changes. Ongoing monitoring detects outages to minimize disruption.
Setup requires connecting WhatsApp, Telegram, Google Calendar, Google Tasks, and AI models, plus configuring database access. You’ll define clinic hours, escalation rules, and communication guidelines in prompts. Ongoing maintenance includes monitoring API quotas, reviewing prompts, and applying security patches. Regular testing ensures that reminders, rescheduling, and escalations behave as expected.
Monitor patient chats on WhatsApp, coordinate staff tasks on Telegram, and manage appointments in Google Calendar with automated reminders and escalation when needed.
