Platform

Live data ingestion

Stream telemetry from pumps, compressors, turbines and heat exchangers. Connect to OPC UA, Modbus, MQTT, PI historians and REST endpoints. Built-in buffering, time sync and validation ensure clean, reliable signals.

Predictive maintenance models

Train and deploy models for remaining useful life, anomaly detection and failure classification. Use feature stores, drift monitoring and explainability to keep forecasts trustworthy and auditable.

Alerts, warnings and shutdown automation

Route alerts to DCS/SCADA, email, SMS and chat. Define interlocks and escalation policies. Integrate with ESD systems to trigger safe, standards-compliant shutdowns when thresholds are exceeded.