Capture
A short audio recording captures the fan in its current operating state.
A prototype for fan sound.
Echolyx AI is an audio anomaly detection prototype built to recognize changes in fan sound and surface early warning signals.
90+%Prototype accuracy rate
Measured on our current evaluation set. Performance may vary by machine, recording conditions, and operating environment.
How it worksFrom recording
From recording
to recommendation.
Four simple stages turn sound into a useful maintenance signal.
Listen
The model separates the useful machine signal from background noise and identifies acoustic features.
Compare
Those features are compared against patterns learned from healthy and abnormal operating sounds.
Explain
You receive a verdict and a plain-language reason, with the right level of caution.
What it can hear
Changes in the pattern.
Imbalance, bearing wear, looseness, friction, and other deviations can create a distinctive acoustic footprint. The model looks for change—not just volume.
A considered answer
Not a replacement for expertise.
Echolyx AI is an early-warning tool. A result helps prioritize inspection; it does not replace a technician’s judgment or a safe maintenance process.
Start with one recording.
Try the prototypeStart listeningKnow your machine
Analyze a recording