Ingested 50,000 telemetry sensor signals per second to predict machine failures before they occurred, preventing $4.2M in annual factory downtime.
Unexpected assembly line machine breakdowns caused severe manufacturing delays and emergency repair expenses.
Deployed MQTT edge gateways with anomaly detection ML models connected to an enterprise Grafana monitoring dashboard.
