What is production line monitoring?

It is the work of watching your lines as they run, so you know where they lose output, whether to stops, slow running, quality or failing equipment, and can act while it still matters. FlowFuse brings the data from your machines and systems together and helps your team find and fix the biggest losses first.

Is this an off-the-shelf product?

No. Every operation measures performance differently, so we build the solution with your team on your equipment, starting with one problem on one line. It runs on the FlowFuse platform and becomes a foundation you reuse at the next line and the next plant.

Do we need new equipment or a new MES?

Usually not. FlowFuse connects to the PLCs, sensors, historians, MES and ERP systems you already run. Where a gap does need new hardware, we plan it with you in the Define stage.

Can it calculate OEE?

Yes. Availability, performance and quality come from the same machine and line data, so OEE is one view among many. The bigger win is seeing which losses sit behind the number, down to the machine and the shift.

How do you track downtime on a production line?

Count every stop from the machine itself instead of relying on operator logs, so short stops too brief to be logged still show up. FlowFuse groups the stops by cause and machine and shows the biggest loss to the team on shift.

How do you improve production line efficiency?

Find the largest loss first, fix it, then measure the result against a baseline. Fixing a few short stops on one machine often recovers more output than a broad efficiency programme.

How do we get started?

With a 30-minute call about one line. We then run a loss review on that line, showing where it really loses output from your own data, as the start of a proof of value. If the loss is worth fixing, we build the first solution with your team. Talk to us to start.

Production Performance

Reclaim lost output with production line monitoring

Short stops, slow running and failing equipment take output off your lines every shift, and most of it never reaches a report. Our engineers build the fix with your team, on your equipment.

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The problem: 48 minutes of cartoner stops in one shift, each under two minutes, and 0 minutes in the downtime log. Then FlowFuse AI answers where pack line 2 lost the most output: the cartoner, with 42 short stops totalling 48 minutes.

Over 36,000 users have trusted FlowFuse

Equipment that sat idle 8 to 12 hours a day, put back to work.

“The business impact was immediate. Zero manual setup time between shift handovers.”

Rhythm Agarwal
Senior Manufacturing Test Engineer, Aperia Technologies

Read the Aperia Technologies story

What are your lines losing while you wait?

Short stops, slow running and starved machines rarely reach a downtime log, so they never reach a budget either. Put in your own numbers and see what they add up to before next year's plan is set.

Minutes lost per line, per shift, that nobody logs 20 minStops under a few minutes and slow running. Not sure? Start with a guess: the loss review measures it.Production linesShifts per dayProduction days per yearValue of one hour of a line's output$Margin on the product the line would have made in that hour.

Output you're losing

$1,440,000/ year

Every week you wait$27,692

Production hours lost a year480 h

Your estimate, from your numbers. A loss review on one line replaces it with what your data actually shows.

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Production line monitoring shows the state. We find the cause.

Find your biggest loss first

FlowFuse AI reads every machine, shift and plan and tells you where output really goes, so the team fixes the loss that matters most.

How FlowFuse AI works

No rip and replace, no capex project

It connects to the PLCs, sensors, historians and MES you already run, over the protocols they already speak.

See the integrations

Fixes approved by your team, the same shift

AI proposes the change and your team approves it. Every change is recorded and can be rolled back.

See how it is governed

Every plant after the first is faster

The first solution becomes the template for the next line and the next site.

How we build with you

How manufacturers use FlowFuse for production line monitoring

Every one of these production line monitoring solutions started as a single problem on a single line. We build yours the same way, around your equipment and your data.

Downtime Tracking

Finding the hidden losses on a packaging line

Short stops too brief for the downtime log add up to real lost output. FlowFuse counts every stop on every machine, shows the biggest loss to the team on shift, and measures each fix from a baseline.

Two engineers in hard hats working on a pump together

We build it with you

The Foundation Partnership: FlowFuse engineers work alongside your team, not instead of it.

1
Define
Our engineers and your team pick one real operational problem, agree what success looks like, and map the equipment and data behind it.
2
Design
Together we design the solution on a reusable foundation (connections, data model, governance and AI agents) and build it into your environment.
3
Deliver
It goes into production on your equipment. Your team is trained alongside ours, so you own it and can extend it yourselves.

Build with us

One solution, every plant

What's built for the first line becomes the template for the rest. FlowFuse deploys the same solution to every site and keeps them governed and in sync, so plant two takes days, not a new project.

The first solution is only the part you can see. Underneath it is a foundation every next solution reuses.

What you see

Production performanceYour first solution

The foundation it sits on

Connected equipment and sensors
A shared data model for every asset
Approvals and change control
FlowFuse AI on your own data
Deployment to every site