GridSense — real-time asset intelligence

Continuous ingestion of sensor data from industrial equipment. Anomaly detection, health scoring, and alerting — before failures become outages.

MQTTOPC-UAStreaming timeseriesML anomaly detection

What GridSense does

Real-time ingestion

MQTT and OPC-UA native support. Sub-second latency from sensor event to platform.

Anomaly detection

Statistical and ML-based outlier detection on streaming timeseries data.

Health scoring

Equipment condition index updated continuously from multiple sensor feeds.

Alerting engine

Configurable thresholds, escalation rules, and notification routing.

Platform integration

GridSense feeds directly into PredictiveCore's RUL models and AutomateFlow's maintenance document pipeline.