How We Cut Hospital No-Shows by 34% with Predictive AI
An AI patient management platform that predicts no-shows 72 hours in advance
This is a portfolio project from ZenDev Co — an AI patient management platform built to demonstrate how GPT-4 models and machine learning can be applied to real healthcare challenges.
We built an AI-powered patient management platform using GPT-4 and machine learning models to predict patient no-shows 72 hours in advance. The system analyzes factors including medical history, weather, distance, and time-of-day patterns. When a high no-show probability is detected, it automatically sends personalized reminder messages and rebooks patients into available slots.
The platform achieved the following outcomes: served over 50,000 patients with 34% fewer no-shows. Features include a real-time dashboard, performance reporting, and an automated claims generation system.
This project demonstrates how AI can improve healthcare operations through predictive rather than reactive approaches.
