STEP 01
Position
Place the sensor on the appropriate fixed housing / bearing area.
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Predictive maintenance for rotating equipment.
Concrete outcomes, not abstractions: continuous condition monitoring, early anomaly detection, and explainable alerts that tell a maintenance team what changed, where, and what to do about it — before an unplanned stop.
What MachBeat does
Five jobs, one continuous loop.
Detect the change, explain it, and turn it into planned work. Each capability builds on the last.
CM
Condition monitoring
Continuous vibration and temperature monitoring on rotating assets, with operating-state context so health is read against whether the machine is actually running.
AD
Anomaly & early detection
Trends are compared against a learned baseline; meaningful deviation is surfaced as an early indication for investigation — not a guaranteed prediction, an evidence-backed cue.
XA
Explainable alerts
Every alert carries root cause, confidence and a recommended action. A reliability engineer sees the reasoning, not just a health percentage.
RC
RUL & cost framing
Remaining-useful-life and a repair-vs-downtime cost view help teams decide when to act — so maintenance is scheduled, not scrambled.
EN
Energy awareness
Because condition and energy are linked, the platform is built to surface energy waste alongside mechanical health as the AI engine matures.
PL
Planned maintenance
The whole loop exists to convert a catastrophic-failure event into a planned inspection window — detect, investigate, plan, maintain.
Maintenance action
Turn an early signal into planned work.
The goal is planned maintenance — not failure theater.
01
Detect
Condition departs from baseline.
02
Investigate
Review the evidence on the asset.
03
Plan
Schedule an inspection window.
04
Maintain
Correct on schedule.
Deployment
Designed to start at the machine.
Deployment is physical and practical. Timing depends on the asset and site — we don’t invent “5-minute” claims.
STEP 02
Mount
Secure the device so vibration transfers into the sensor.
STEP 03
Connect
Configure connectivity to the MachBeat platform.
STEP 04
Monitor
Confirm live data, establish a baseline, watch for change.
Point it at your hardest-to-schedule machine.
The best pilot asset is the one whose failure hurts most. Install MachBeat there and see the loop run end to end.
Start with one machine · no obligation