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Manufacturing and processing: Operations dashboard for packaging manufacturers

An operations dashboard for packaging manufacturers that shows rejects per production run, changeover time and waste allowance, tracing each deviation back to machine, board batch and job card.

Operations dashboard for packaging manufacturers. An operations dashboard that shows deviations and their source. Example with demonstration data.

Which figures packaging manufacturers really need.

Rejects are a fact of life at packaging manufacturers: make-ready waste, sheets with a colour deviation, cartons that do not fold properly. The question is whether the amount is normal and where any difference comes from. There is often a number, but it is unclear how it was calculated. Does make-ready waste count as rejects? Is it measured in sheets or in cartons? And is a high reject rate down to the machine, a board batch or difficult artwork? Without fixed definitions and without a link to the job card, it stays a gut feeling for the production manager, and meetings argue about the number instead of the cause.

Operations dashboard for packaging manufacturers

Example
  1. 1

    Define rejects and waste

    Done

    With the production manager we agree what counts as make-ready waste, what counts as rejects, and whether that is measured in sheets or units.

  2. 2

    Link job cards and machine data

    In progress

    For each run the dashboard takes quantities from the job cards and, where available, from machine counters.

  3. 3

    Investigate runs that stand out

    Next

    Runs with rejects above the usual level for that machine and packaging type stand out.

From scattered figures to one overview.

Define rejects and waste

With the production manager we agree what counts as make-ready waste, what counts as rejects, and whether that is measured in sheets or units. We also fix the categories of causes, such as register, colour, cutting, folding and material. The definitions are shown alongside the dashboard, so everyone reads the same number the same way.

Link job cards and machine data

For each run the dashboard takes quantities from the job cards and, where available, from machine counters. Every run is linked to the job, machine, shift and board batch used. If a figure is missing, that is shown plainly instead of the run quietly dropping out of the overview.

Investigate runs that stand out

Runs with rejects above the usual level for that machine and packaging type stand out. From the dashboard you click through to the job card with the operator's notes and the batch used. The production manager can see whether several runs with the same batch or the same artwork had problems.

Figures from your own work.

Reject data at packaging manufacturers is often scattered: on paper job cards, in press counters and in a spreadsheet someone updates weekly. The dashboard reads from job cards, machines and the order system and adds no separate data entry. Board batches come from the inventory records. The production manager owns the definitions, operators own their notes and the quality lead owns the list of causes.

Daily view or review by period

A daily view helps the shift lead step in straight away when a machine drifts. A review over a longer period reveals patterns, such as a batch or an artwork type that keeps producing more rejects. Both use the same data; the difference lies in who is looking and what they do with it.

Show numbers or explain causes

A dashboard with only ratios per machine gives an impression of clarity but says little about what to do. Showing the reason and job card for every run that stands out turns it into a tool for finding causes. That does require operators to log deviations with a short reason.

Share with customers or keep internal

Some large buyers ask for quality figures per delivery. That is possible, but a number without context is easily misread. Many manufacturers keep the dashboard internal and share only a summary per job with customers, explaining how rejects are defined and which runs were included.

Which figures we put on the dashboard.

At the start, the dashboard shows rejects and waste allowance per run for the press and die cutting, with the agreed definitions and a click through to job card and batch. We check it together on a week when production ran normally and on a run with strikingly high rejects, to see whether the cause can be traced. Changeover time and the folder gluer are added once the first figures feel reliable.

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How reliable are the figures if operators enter rejects by hand?

As reliable as the input. That is why we keep entry short, at a fixed point in the run and with fixed causes. Where a machine counts for itself, we compare that count with the manual one. Large differences become visible and can be discussed with the operator without turning into blame.

Can we compare rejects across different packaging types?

Only with care. A multi-colour carton with a window naturally has more make-ready waste than a plain brown shipper. The dashboard therefore prefers to compare runs of the same type on the same machine. Anyone who still wants to look across types sees a clear note about that difference.

Does the dashboard show what rejects cost?

It can show per run how much extra board was used and, if you want, the material value at the cost prices in your own records. We do not calculate savings; the dashboard shows where the board goes. What that means financially is for you to judge with the data in front of you.

Who has to maintain the dashboard?

The dashboard draws its data from existing sources and needs no manual updating. Someone does need to own the definitions and the list of causes. Usually that is the production manager or quality lead, who announces changes so everyone knows when a number starts being calculated differently.

See where the work drifts.

Start with a short intake. Then we schedule a call to show the software with your services, team and way of working.

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What you want

Operations dashboard for packaging manufacturers: rejects per run, changeovers and waste per machine, traceable to job card and board batch.

Parts
  • Define rejects and waste
  • Link job cards and machine data
  • Investigate runs that stand out
What happens next
Intakenow, a few minutes
Call and demoafter our reply
Setuptogether with you
Liveonce everything is ready
Price Investment and licenceA one-off investment in your software and a fixed monthly licence for hosting, updates and support. You hear the amounts in the call.

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