Description
Facilities managers use AI to predict when building assets — HVAC, lifts, generators — will require maintenance or replacement, moving from time-based to condition-based asset lifecycle management.
Benefits & ROI
Facilities management companies on Google Cloud use Vertex AI and IoT for predictive asset management. Companies report significant reduction in reactive maintenance costs and improvement in asset availability.
Technology & data
Vertex AI; IoT sensor data; asset condition monitoring; maintenance history; replacement timing models.