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Cliniconnect — AI Voice Agent System for Clinicians

Cliniconnect is an AI-powered voice agent platform that automates patient intake and appointment scheduling for healthcare providers. Using Retell AI, clinicians schedule automated voice calls from their dashboard; the agent collects intake details, offers real-time slots, books on Cal.com, and syncs confirmations—reducing admin workload and improving patient engagement.

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Client

Healthcare / Product Build

Role

Full Stack & AI Voice Developer

Year

2024

Timeline

End-to-end build

Industry

HealthTech / Voice AI

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Challenge & solution

From manual phone coordination to one-click voice automation.

The Challenge

Admin overload on every intake call

Clinicians spend hours on repetitive intake calls and appointment scheduling—time that should go to patient care. The goal was a system that conducts automated phone consultations, collects information conversationally, offers real-time slots, books on Cal.com, notifies doctors, and gives clinicians one dashboard to schedule calls, review transcripts, and track confirmations.

The Solution

Retell voice + Cal.com in one MERN flow

Cliniconnect pairs Retell AI’s voice capabilities with a custom MERN app. Intake collects name, age, symptoms, history, and contact preferences. Scheduling queries Cal.com for live slots (“today or tomorrow?”). On confirmation, the agent books Cal.com, updates the calendar, and emails intake data. Clinicians schedule outbound calls, read summaries and transcripts, monitor booking status, and view patient history—turning multi-step coordination into one-click automation.

Key features

Voice intake, live booking, and a dashboard clinicians actually use.

AI voice agent

Retell AI with multi-state flow: Intake → Scheduling → Confirmation; natural dialogue with error recovery.

Automated appointment scheduling

Cal.com API for real-time booking, calendar sync, and confirmation emails to patient and doctor.

Clinician dashboard

Schedule outbound AI calls; view logs, transcripts, outcomes; manage appointments and records.

Email notification system

Intake summaries and booking confirmations delivered to clinician inboxes.

Real-time data tracking

Logs all AI interactions, call results, and booking events for transparency and follow-up.

Webhook integration layer

Syncs Retell and Cal.com events for reliable end-to-end automation.

System architecture

Six layers from dashboard to webhooks and persistent records.

01

Clinician dashboard layer

Web UI to schedule calls, view appointments, and manage patients.

02

AI voice agent layer

Retell AI handles live voice conversations and state transitions.

03

Intake data processing

Structures patient details captured from voice into usable records.

04

Appointment scheduling layer

Cal.com API for availability checks and confirmed bookings.

05

Email & notification layer

Real-time summaries and confirmations to clinicians and patients.

06

Database & integration layer

MongoDB for history; webhooks sync Retell and Cal.com events.

Impact

Results & impact

75%

Intake & scheduling automated

5+hr/wk

Clinician time saved (typical)

1

Unified voice + booking flow

24/7

Patients can book via AI calls

Tech stack

MERN, Retell AI, Cal.com, and services wired for healthcare voice automation.

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React.js

· Frontend

Clinician dashboard for calls, transcripts, appointments, and patient records.

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Node.js

· Backend

REST APIs, webhooks, cron jobs, and orchestration between Retell, Cal.com, and email.

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Express

· Backend

REST APIs, webhooks, cron jobs, and orchestration between Retell, Cal.com, and email.

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MongoDB

· Database

Stores clinicians, call logs, appointments, and patient interaction history.

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Retell AI

· Voice agent

Real-time conversational voice with multi-state intake and scheduling logic.

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JWT

· Authentication

Secure clinician access and protected API communication.

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Vercel

· Deployment

Fast frontend hosting and reliable backend for webhooks and jobs.

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DigitalOcean

· Deployment

Fast frontend hosting and reliable backend for webhooks and jobs.

Need voice AI for your clinic or product?

From Retell agents and Cal.com orchestration to clinician dashboards—I build full-stack healthcare voice automation.