Leverage explainable AI to ensure that you are neither over- nor under-maintain your most critical equipment.
Asset Flow combines live sensor data with historical and contextual data related to asset type, utilization, maintenance, failure signatures, etc. Our XAI engines leverage this data to detect, predict, and diagnose anomalous patterns across multiple sensors and predict impending equipment failures.
Anomaly detection on components to capture the long tail of failures.
Failure-specific anomaly detection and diagnosis for high-value failures.
Time-to-failure predictions and explainability for high-value failures.