Catch the anomaly before it costs you.
Real-time anomaly detection and process intelligence across operational telemetry - including the energy and emissions kind.
Industrial systems produce continuous streams of telemetry that mostly describe normal. Until they don't. We build the models, pipelines, and dashboards that surface the deviations, predict the failure, and feed the maintenance schedule. The same telemetry stream that warns you about a failing motor also tells you which line is quietly burning excess kilowatt-hours and pumping out carbon you didn't budget for. Reliability and sustainability share a sensor feed.
What we deliver
Continuous monitoring
Ingest sensor, energy-meter, and log streams into a coherent process model with sub-second visibility.
Process flow intelligence
Understand how operations actually run vs. how they're documented to run.
Energy & emissions intelligence
Track kWh per output, scope 1/2 emissions per line, energy intensity by shift or product mix - and surface the deviation patterns that precede both equipment failure AND waste.
Predictive maintenance
Move from time-based to condition-based maintenance with the data you already have - cutting downtime, parts cost, AND the emissions overhead of unplanned cycles.
Industry 4.0 is a projection of the platform.
Lumen provides the Sources, Objects, and Decisions layers. This solution is the Surface on top.
Objects in scope
- Asset
- Sensor
- Process Step
- Batch
- Work Order
- Reading
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