Anomaly Detector

Airbus deployed Anomaly Detector, part of Cognitive Services, to monitor the condition of an aircraft and fix potential problems before they occur. The company developed a proof of concept for the aircraft-monitoring application using multivariant anomaly detection, loading telemetry data from multiple flights for analysis and model training.

With a huge number of installed systems world-wide, Siemens Healthineers is one of the largest manufacturers of X-ray tube assemblies used for medical applications. To detect and respond to anomalies within the production process as early as possible, Siemens Healthineers is developing AI-based solutions for analysing vast amounts of production data. For this, Siemens Healthineers applied Anomaly Detector which not only uses a state-of-the-art machine learning model architecture, but also provides explanations about the algorithm’s conclusions.

GA Insights uses Anomaly Detector to monitor business metrics and alert customers about anomalies in data patterns, such as e-commerce conversion rates, sales or revenue before they effect their business.

TIBCO used Anomaly Detector and Azure Cognitive Services to develop its own container-based anomaly detection solution, which alerts case managers to sudden changes in data patterns, discovers root causes and provides suggested actions to reduce costly downtime of devices and equipment.