Your machines already know when the line stopped. Nobody is listening yet.
Most factories do not have a data problem, they have a visibility problem. The sensors already report status; it just never leaves the machine's own small screen.
Short answer: most factories do not have a data problem, they have a visibility problem. The machines already track when they stop and often why, on their own built-in display, one machine at a time. Nobody can see the whole floor at once, so a stopped line is usually noticed by a supervisor walking past it, not by an alert.
The data already exists, it just has nowhere to go
Ask most plant managers whether their machines track downtime, and the answer is yes. Ask whether they can see every line’s status from one screen right now, and the answer is usually no. The gap is not measurement, it is that every machine’s status lives and dies on its own small display, never reaching anyone who is not standing in front of it.
An hour unnoticed is an hour lost
A line that stops at 9am and is not noticed until a supervisor’s next walk-through at 10am has lost an hour of output that a same-minute alert would have caught. Multiply that gap across every line and every shift, and the lost time usually dwarfs whatever the actual mechanical fix took. The expensive part of downtime is rarely the repair, it is the delay before anyone knew there was something to repair.
Connect to what is already there
The fix does not usually require new sensors or new machines. Most industrial equipment, even equipment that is a decade old, already reports its status through a PLC or a basic built-in interface. The work is reading that existing signal and routing it somewhere a manager can actually see it, rather than leaving it stranded on the machine.
One screen, not one display per machine
The point of a dashboard is not more data, it is less searching. A manager should be able to see what is running, what is stopped, and for how long, from one screen, instead of walking a route past every machine to reconstruct the same picture manually. What used to be a walking tour becomes a glance.
Feed it forward, not just up
Production data that only ever reaches a manager’s dashboard is still only half used. The same numbers, fed into the systems that plan scheduling and stock, let those upstream decisions reflect what the floor is actually doing right now instead of what a spreadsheet assumed last week. Connecting a dashboard to an existing ERP is usually where the second half of the value shows up.
Takeaways
- Most factory floors already generate the data needed; it is stuck on individual machine displays.
- The cost of downtime is mostly the delay before anyone notices, not the repair itself.
- Existing sensors and PLCs are usually enough; new hardware is rarely the first step.
- Feed production data into your ERP, not just onto a dashboard, to get the full value. See our factory solutions service.
Frequently asked
Do we need to buy new sensors to track downtime?
Usually not. Most industrial machines already report their own status through a PLC or a built-in display. The work is connecting to that existing data and bringing it into one place, not adding new hardware.
How is a downtime dashboard different from what our machines already show?
Most machines show their own status on their own small screen, one at a time. A dashboard puts every line in one place, so a manager sees the whole floor at a glance instead of walking to each machine to find out what stopped and when.
Can production data feed into our existing ERP?
Yes, and that is usually where most of the value is. Production numbers that stay on the factory floor cannot inform the scheduling or stock decisions made upstream of it.