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ClinicFlow AI receptionist dashboard — live application screenshot
Automation · Portfolio Project

ClinicFlow AI

AI Receptionist & Clinic Operations Automation

An AI-powered front-desk system that turns patient calls into structured workflows — coordinating appointments, routing staff actions, updating operational records and keeping patients informed.

ClinicFlow AI
AI receptionist online
Calls handled today
24
Appointments booked
11
Needs your attention
3
Reminders sent
18
Needs your attention
3 open
  • Patient #4821
    Reschedule requested — no slot in window
    Review
  • Patient #4830
    Possible duplicate appointment
    Review
  • Patient #4834
    Special request captured on call
    Review
Today's appointments
  • 09:30Patient #4801Confirmed
  • 10:15Patient #4808Pending
  • 11:00Patient #4812Confirmed
  • 13:45Patient #4819Review
Recent AI activity
  1. Call transcribed and structured
  2. Availability checked
  3. Appointment created
  4. Confirmation sent
Demonstration interface — synthetic data
AI Receptionist
Online
  • Incoming patient request
  • Appointment booking detected
Workflow
Processing
  • Availability checked
  • Patient record matched
  • Request routed
Staff Action
Needs attention
  • Appointment requires receptionist review
  1. Patient call
  2. AI receptionist
  3. n8n workflow engine
  4. Supabase
  5. Receptionist
  6. Calendar / notifications
02The problem

Coordination, not care, consumes the front desk.

Patient calls, appointment requests, repetitive coordination and fragmented communication pull the front desk away from the people in front of them. The work is routine, constant and easy to lose track of across phones, inboxes and calendars.

03Process

How ClinicFlow works

  1. 01
    Receive
    Patient calls the clinic

    The AI receptionist handles the initial conversation and captures the relevant information.

  2. 02
    Understand
    Conversation becomes structured data

    The system extracts patient information, appointment details, request type, priority and follow-up requirements.

  3. 03
    Coordinate
    n8n orchestrates the workflow

    The system validates the request, checks patient records, evaluates appointment availability and detects duplicates.

  4. 04
    Escalate
    Exceptions reach the receptionist

    Requests that require human judgment become actionable items in the ClinicFlow dashboard.

  5. 05
    Complete
    The system keeps everything synchronized

    Appointments, patient records, calendars, notifications and timeline events are updated automatically.

04Product

The front desk, at a glance

ClinicFlow gives receptionists a single operational view of calls, appointments, patients, requests and AI activity — so important work doesn't disappear across inboxes or conversations.

ClinicFlow AI
AI receptionist online
Calls handled today
24
Appointments booked
11
Needs your attention
3
Reminders sent
18
Needs your attention
3 open
  • Patient #4821
    Reschedule requested — no slot in window
    Review
  • Patient #4830
    Possible duplicate appointment
    Review
  • Patient #4834
    Special request captured on call
    Review
Today's appointments
  • 09:30Patient #4801Confirmed
  • 10:15Patient #4808Pending
  • 11:00Patient #4812Confirmed
  • 13:45Patient #4819Review
Recent AI activity
  1. Call transcribed and structured
  2. Availability checked
  3. Appointment created
  4. Confirmation sent
Demonstration interface — synthetic data
ANeeds Your Attention
  • Reschedule requested — no slot in windowReview
  • Possible duplicate appointmentReview

Requests that require human judgment are surfaced as an actionable queue rather than buried in a log.

BToday's Appointments
  • 09:30Patient #4801Confirmed
  • 10:15Patient #4808Pending
  • 11:00Patient #4812Confirmed

A single operational view of the day, with booking state visible at a glance.

CRecent AI Activity
  1. Call transcribed and structured
  2. Availability checked
  3. Confirmation sent

Every automated step stays observable, so staff can see what the system did and when.

05Operating principle

Automation where it makes sense. Humans where they matter.

ClinicFlow AI handles repetitive coordination in the background while keeping receptionists in control of decisions that require human attention.

Automated
  • Patient intake
  • Data extraction
  • Availability checks
  • Duplicate detection
  • Calendar synchronization
  • Reminders
  • Notifications
  • Timeline logging
Human control
  • Confirm
  • Reschedule
  • Cancel
  • Review exceptions
  • Handle special requests

The system escalates exceptions instead of automating decisions that belong to staff. The clinical record stays outside the automation layer.

06Architecture

Built as an operational layer

Built as an orchestration layer around existing clinic systems rather than replacing the clinical record.

Patient
Retell AI Receptionist
n8n Workflow Engine
Supabase Operational Data
Appointments
Patient Requests
Timeline
ClinicFlow Receptionist Dashboard
Google Calendar
Email
SMS
Data model
Patient
Identity · Contact · DOB
Data model
Appointment
Date · Time · Status · Calendar
Data model
Request
Type · Priority · Status
Data model
Timeline
Calls · Actions · Notifications
07Technical proof

Inside the booking workflow

n8n · Appointment booking
  1. Validate
  2. Load Patient
  3. Check Availability
  4. Create Appointment
  5. Calendar
  6. Timeline

n8n orchestrates the operational workflows behind ClinicFlow AI.

08Capabilities
AI Intake

Turns patient conversations into structured operational data.

Appointment Coordination

Checks availability, handles booking states and prevents duplicate appointments.

Receptionist Workdesk

Routes requests that need human intervention into an actionable queue.

Calendar Synchronization

Keeps appointments synchronized with Google Calendar.

Patient Communication

Handles appointment-related email and SMS notifications.

Operational Timeline

Maintains a connected history of calls, requests, appointments and actions.

09Outcome

Routine coordination moves into the background, while receptionists get a single place to review the work that still needs them.

Less manual coordination

Routine intake, reminders and scheduling workflows run automatically.

Greater visibility

Calls, requests, appointments and follow-ups remain connected.

Human oversight

The system escalates exceptions instead of trying to automate decisions that belong to staff.

10Project details
Category
Automation
Project type
AI receptionist & clinic operations platform
Status
Portfolio Project
Year
2025
Technology
AI / Voice
Retell AIOpenAI
Workflow
n8n
Data
SupabasePostgreSQL
Operations
Google Calendar
Communication
EmailSMS

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