Queue intelligence for private healthcare

Your patients know exactly
when to arrive.

WaitWise learns your clinic's patterns and predicts real wait times — not estimated slots, but actual minutes. Patients check in from home, get a smart notification, and show up just in time.

90% reduction in perceived wait time
18 min average wait time when uncertainty is removed
VC
Villa Casati Clinic
Milan, Italy
Live
18
Predicted wait
Updated 2 min ago
4
In queue
1 being seen
3
Rooms
All active
Queue
1 Rossi Done
2 Verdi Being seen
3 Bianchi +12 min
4 Neri +18 min
5 Russo +26 min
ML model trained on 1,200 visits
65%
of US hospitals already using AI for appointment management (University of Minnesota, 2025)
28.1%
CAGR growth in AI medical scheduling software — market to hit $1.45B by 2033
€186M
Italy's healthcare predictive analytics market in 2024 — growing to €558M by 2035

Three layers. One clear outcome.

01

Learn

WaitWise ingests visit history, appointment types, doctor patterns, and time-of-day trends. The ML model identifies what's really happening in your clinic — not just what's scheduled.

02

Predict

Before each visit, the model outputs a real wait time estimate — not a placeholder, not an average. It accounts for today's specific load, the doctor running late, and cluster patterns.

03

Notify

Patients check in online from home. When their turn is approaching, they get a push or SMS. They arrive five minutes before their slot — not an hour early, not missing their appointment.

Built for the private clinic reality

No enterprise procurement. No IT department. Just a tool that works and pays for itself.

ML Wait Time Prediction

Every estimate is backed by your own visit data — not a generic average. The model improves with every appointment.

Online Patient Check-In

Patients join the queue from their phone before leaving home. No kiosk required. No app to download.

Smart Notifications

Automated push and SMS alerts when the patient should leave. No manual calls. No front desk bottleneck.

Doctor Pattern Learning

Dr. Rossi on Tuesday afternoons runs 20% over. Urgent cases cluster at 11am. The AI learns this. You benefit.

Clinic Dashboard

Real-time view of the queue, room status, and predicted completion times. No guesswork for your staff.

Patient Experience

Reduce crowded waiting rooms. Give patients back their time. A calm, transparent experience they talk about.

The perceived wait is what matters — not the actual wait. Uncertainty multiplies frustration even more than duration.
— David Maister, The Psychology of Waiting Lines, 1985

Why this works

Psychology research has proven for decades that people feel waiting more acutely when they don't know how long it will be. A 15-minute wait with no information feels like 30. A 15-minute wait with an accurate estimate feels manageable.

Most clinics give patients a scheduled time. WaitWise gives them the actual time — predicted from their specific situation, not averaged across everyone.

The difference isn't the technology. It's the insight that makes the technology worth building.

First clinic. Real data.
Then scale.

The ML model improves with every visit. The first clinic teaches WaitWise how private healthcare actually works. The second clinic benefits from what the first one learned.

Vedi WaitWise in azione nella tua clinica

Ti mostriamo come funziona con dati reali della tua clinica. Nessun impegno.

Veterinary, dental, physio, private specialist clinics
ML model trained per-clinic, improving with every visit
Italy-first, then Europe