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Connhex AI

Enhance your devices with anomaly detection and forecasting capabilities.

ForecastingAnomaly detectionAuto-training & rollback
−7d−3dnow+3d+7dFORECASTanomaly

What it does

Predictive intelligence,
already trained on your fleet.

Forecasting

Forecast sensor readings

Leveraging state of the art models, Connhex AI forecasts future values based on current and past sensor readings.

It features a variable prediction period - how far into the future readings should be evaluated - and continuous prediction quality monitoring.

Connhex AI is fully integrated with Connhex Cloud: for every timeseries stored, a new virtual sensor can be created. After an initial calibration period, this will start publishing predictions associated to the original connectable: this coupling makes comparing actual and predicted values seamless.

PREDICTION QUALITY · LIVE1h forecastmonitored continuouslyaccuracy98.7%7-day trend24h forecastmonitored continuouslyaccuracy94.2%7-day trend7d forecastmonitored continuouslyaccuracy86.1%7-day trend
MODEL LIFECYCLE · AUTOMATED01Trainauto-select model02Validatecross-validate03Deployauto-deploy04MonitorcontinuousRETRAINROLLBACK

Operationalised AI

Cut down time to market

Drastically reduce time-to-market for your new products by developing functionalities on top of an industrial-grade backbone. Sounds familiar, right?

This is a common theme throughout Connhex - and applies to Connhex AI too. You get out of the box automated model selection, optimization and training - with auto-deployment on performance improvement.

And, since we are pessimists by nature, rollback is included too.

Anomaly detection

Industrial-grade anomaly detection

Anomaly detection is challenging by definition - anomalies are rare, making it impossible to gather large quantities of data.

This is why Connhex AI automatically detects anomalies in collected data, with an adjustable monitoring window size. It also includes customizable multi-event handling strategies: what should happen if multiple anomalies occur in a given period?

MULTI-EVENT ANOMALY DETECTION24h monitoring windowanomalies in window3/ 3threshold reached!ALERT TRIGGERED3 events ≥ threshold

Predict failures before they happen.

Add AI-powered forecasting and anomaly detection to your existing Connhex installation in minutes.