Dental clinics
Running-late updates and a live queue for dental clinics
When one appointment runs late, the queue is recalculated in the database and the patients affected are told. Reception and dentists all see the same live queue.
The problem
In a busy clinic, one appointment running late shifts everything after it. Patients need accurate updates, and reception needs one reliable view of the queue instead of phone calls, a paper schedule and manual messages.
How it works
- 01
Step 1
An appointment runs late and the delay is recorded.
- 02
Step 2
PostgreSQL functions recalculate the queue for every appointment that follows.
- 03
Step 3
Workflows notify the patients whose times have moved.
- 04
Step 4
A scheduled job sends reminders ahead of each appointment.
- 05
Step 5
Admin, reception and dentists see the same live queue in role-based dashboards.
What it connects to
- PostgreSQL
- n8n
- Messaging channel (for example WhatsApp)
- Next.js dashboards
Safeguards
- Queue logic lives in database functions, not in AI prompts, so results are deterministic and testable.
- The AI receptionist handles conversation only and never calculates queue positions.
- Role-based access separates admin, reception and dentist views.
- Every change to queue state goes through a database function, never free-form AI output.
Where I have built this
AI Dental Reception & Live Queue System
Built for a dental clinic project (clinic not named). No production deployment or active clinic use is claimed, and the WhatsApp channel for the receptionist is still being tested end to end.
Limits
Your clinic's real scheduling rules (chairs, clinicians, appointment types) have to be modelled first. Healthcare regulatory requirements are not claimed to be met and would be assessed for each engagement.
Questions
- Does the AI decide the order of the queue?
- No. The queue is calculated by functions in the database. The AI only talks to patients and calls those functions when something needs to change.
- Who can see the live queue?
- Each role has its own dashboard: admin, reception and dentist. Access is controlled by role.
- Are patients told automatically when their time moves?
- Yes. When the queue is recalculated, a workflow messages the patients whose appointment times have changed.
Related service: Appointment and follow-up automation