Maintenance
Catch the failure pattern, not just the work order
Maintenance connects work-order history to machine signals so planned work targets the assets actually causing losses.
“Which assets are draining the most unplanned hours this quarter?”
Where it hurts today
- Breakdown history and machine data never meet
- Backlog priority is set by whoever shouts loudest
- PM compliance is reviewed monthly, too late to fix
What changes
- Less unplanned downtime
- Backlog ranked by real loss
- Evidence for spares and capex
How it runs
The same four beats as everything else on this site, applied to one function. Nothing here is a separate module — it is one Flow reading the systems below and one Dashboard on top of it.
- 01
Connect
Link work orders with equipment signals and downtime.
- 02
Answer
MTBF, MTTR and unplanned hours by asset and failure mode.
- 03
Notify
Flag assets crossing a condition or repeat-failure threshold.
- 04
Act
Create the work order and notify the planner automatically.
Typically reads
Microsoft SQL Server OPC UA InfluxDB REST
Plus any system with a REST, OData or SOAP API — see every Connection .
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