Maintenance Insights
Maintenance Insight Hub
Maintenance Insight Hub aggregates vibration spectra, bearing temperatures, motor current signatures and runtime hours, then ranks assets by an explainable score: which one to look at next, why, and what changed in the last week. Reliability teams use it as a triage layer ahead of their CMMS, not as a replacement for it.
Features
Asset health score with feature attribution
Vibration spectrum view with selectable bands
Runtime-based service-interval reminders
Outlier flagging tuned per asset class
Webhook export to your CMMS for work-order creation
Responsible
Yoon Da-eun
Customer Success Lead with prior reliability experience at industrial equipment producers.
Outcomes
- 1 Maintenance focus moves from calendar-based to condition-based on critical assets
- 2 Spare-parts conversations become evidence-led instead of opinion-led
- 3 False alarms drop after the second tuning cycle
FAQ
Reviews
“Useful triage layer. We still rely on our reliability engineer to decide what to do, and that is the right balance.”
“The feature attribution view is what made the maintenance team trust the score. Without it, the score was just a number.”
“We turned off two of the default rules in week three; once that was tuned, the false-alarm rate became reasonable.”
“Worth the implementation effort. Plan for the sensor kit installation realistically.”