FARS is a cloud-based software that analyzes and identifies alarm patterns to deliver actionable insights to reduce false alarms and the associated costs. Ninety eight percent of false alarms are caused by system updates, the environment, updated system configurations, product or people changes, and even new corporate policy changes. This software leverages artificial intelligence and machine learning capabilities to identify these false alarm triggers and help to stop the activities that trigger them. The fees for repeat false alarm activations can be significant for a company and burdensome for the employees and public resources who respond.