How long does it need to collect data before alerts become accurate?

Generally it needs at least several weeks of normal-operation data before the system starts distinguishing anomalies accurately.

Does it work with motors of every size?

Our on-site assessment team checks whether the motor or machine has a suitable mounting point for the sensor before the project starts.

Customer pilot

A motor's failure is only discovered once the line has already stopped — no time to plan a repair
Maintenance runs on a fixed schedule, even though some machines have no problem yet and others have a problem but aren't due for service
No data telling you in advance which machine is most at risk of breaking
Spare parts aren't ready because there's no way to know in advance when they'll be needed

Attach vibration and sound sensors
Vibration sensors and microphones are mounted at key points on motors or high-risk machines.
Learn the normal sound pattern
The system collects sound and vibration data while the machine runs normally, to use as a baseline.
Alert before it actually fails
When the pattern starts drifting from normal, the system alerts the maintenance team in advance so they can plan before the machine actually stops.

฿15,000–60,000 per point (see the hardware page for the full table)

Legacy integration

Alerts are sent into your existing CMMS or MES via API or MQTT, automatically creating a work order without manual re-entry.

We don't yet have advance-warning-time figures confirmed across multiple projects, since this is still in pilot — the numbers will get more accurate as data accumulates.
It can't detect sudden damage with no advance warning signal, such as accidents or external damage.
The early period after installation may produce inaccurate alerts (false alarms) until the system has learned that machine's normal sound pattern well enough.