z-scores, multivariate correlation, and rolling models computed directly on live sensor and telemetry data, in one engine.
Statistical process control and grid analytics commonly run on scheduled batches, with the modelling performed in a separate statistical environment. The interval between a reading and its analysis is time in which drift goes undetected.
Traditional streaming tools often move telemetry, but the statistical model runs elsewhere, on a schedule rather than on the stream.
In contrast, SpaceCell Lightning can organise, order and analyse multiple incoming sensor streams with full statistical precision live and on the fly.
Lightning runs z-scores, multivariate correlation, and rolling statistical models directly on live sensor and telemetry streams. When a measurement crosses a control threshold, the response is computed and routed in the same pipeline.
The full statistical suite runs on the stream, with a seamless Python bridge for the machine-learning models an engineering team already maintains.
Control charts and limits computed continuously on the live measurement stream.
Drift and outliers identified across correlated sensor groups as readings arrive.
Rolling models surface the early indicators that precede a failure.
Rolling forecasts computed against live consumption for balancing decisions.
Lightning runs the live analytics and statistical process control on your sensor and telemetry streams, and routes the response when a threshold is crossed.
It is the analytics and SPC engine, not a SCADA system, historian, or a control system. It reads from your telemetry and writes its results and signals to the systems you already run.
No. Lightning is the live analytics and statistical process control engine. It reads from your telemetry and writes its results and signals back to the systems you run. Your SCADA, historian, and control systems stay in place.
Yes. It is a single-process binary that runs on your own hardware - on-premise, at the edge, or air-gapped.
The cleanest answer depends on your setup. Reach out over email and we will come back within one business day with what it looks like for your environment.
No. You keep full control of your data, and the software runs inside your own environment. To analyse live telemetry, the feed becomes an input to Lightning, which processes it in place for immediate insight and action. The data never leaves your environment.