Project documentation
FM Predict.
By Dennis Beireis
FM Predict is an AI layer on top of an existing CAFM system that flags likely refrigeration failures before they become emergencies.
Overview
FM Predict is an AI layer on top of an existing CAFM system that flags likely refrigeration failures before they become emergencies. It analyzes historical work orders, identifies repeat repair patterns and shortening intervals, and presents coordinators with prioritized alerts, evidence, and estimated savings so they can approve preventive actions quickly. The goal is to shift facilities operations from reactive repair tracking to foresight-driven maintenance across thousands of stores.
At a glance
- Project
- FM Predict
- Built by
- Dennis Beireis
- One-liner
- FM Predict is an AI layer on top of an existing CAFM system that flags likely refrigeration failures before they become emergencies.