What Machine Utilization Analytics Shows You
It turns the machine and ERP data you already have into a clear view of how each machine is used. Here is what it measures, how it compares, and what managers do with it.
From machine signals to better use of what you own
Running time measured against available time
For each machine, the service compares the time it was actually running against the time it was available to run. That single comparison turns a machine that looks busy into a real number you can question, track and improve.
- A utilization figure per machine, not one plant average.
- Available time set per shift and per day.
- A baseline you can measure improvement against.
The lost hours pulled apart and named
The time a machine is not running is not all the same. The service separates idle time, setup and changeover, and real downtime, so a general sense that machines are slow becomes a list of specific losses you can attack one by one.
- Idle time separated from real stoppages.
- Setup and changeover time made visible.
- Downtime reasons where your systems record them.
Machines and shifts side by side, waste flagged
The service compares machines against each other and the same machine across shifts, then flags where utilization drops well below the rest. Managers see the low performers first and can move work to idle capacity instead of buying more.
- Machine against machine, shift against shift.
- Wasted capacity flagged clearly.
- A clear case for rebalancing before buying.
Everything the service delivers
Utilization per machine
Running time against available time for each machine, so productive time stops hiding in the total.
Idle and setup breakdown
Idle time and changeover time separated out, so you can see exactly where the hours go.
Shift comparison
The same machine across day and night, so gaps between shifts and teams become clear.
Wasted-capacity flags
The machines and shifts running below the rest, flagged so managers know where to act first.
Machine and ERP data
Built on run and stop signals, production orders and shift plans you already record, not a rebuild.
Model-agnostic build
The approach fits your data and stays yours, with no lock-in to a single AI model or vendor.
See What It Would Show for Your Plant
Book a free consultation. We will look at your machine and ERP data and scope machine utilization analytics for your floor.
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