MQTT, LoRaWAN, REST API — any sensor, any protocol, any scale.
Random Forest + TabICL models trained on your equipment data.
Webhooks, MQTT output, email — instant notifications on any anomaly.
AI agent correlates findings across asset types and locations.
TimescaleDB with min/avg/max aggregation over any period.
Live map view with asset status, filters, and drill-down detail.