Manufacturing and processing: Operations dashboard for 3D printing services
An operations dashboard for 3D printing services that shows failed prints, material use and printer utilisation, traceable to printer, material batch and model characteristics.
Which figures 3D printing services really need.
3D printing services know that some printers cause more trouble than others and that certain materials are harder to work with. But how many prints actually fail, and why? A print that comes loose from the plate after six hours is restarted and vanishes from view. Material use differs from what the slicer calculated, but nobody tracks by how much. Printer utilisation is estimated by feel. At the end of the month more material has been bought than expected, and there is no telling whether that is down to failed prints, purging and calibration, or simply more work. Without records per printer, material and cause, improvement remains guesswork.
Operations dashboard for 3D printing services
Example- 1
Name failures consistently
DoneFirst we agree what counts as a failed print and which causes you distinguish, such as detachment from the plate, warping, a clogged nozzle, running out of material, a support failure or an error in the model.
- 2
Connect job cards and stock
In progressThe dashboard takes failed prints from the job cards, material use from inventory and printer utilisation from the schedule.
- 3
Investigate patterns
NextYou see failures per printer, per material, per batch and per cause side by side, along with the gap between estimated and actual material use.
From scattered figures to one overview.
Name failures consistently
First we agree what counts as a failed print and which causes you distinguish, such as detachment from the plate, warping, a clogged nozzle, running out of material, a support failure or an error in the model. We also decide whether a part that fails final inspection counts separately.
Connect job cards and stock
The dashboard takes failed prints from the job cards, material use from inventory and printer utilisation from the schedule. Every deviation can then be traced to a printer, a material batch, a model and an operator. If a source is missing, the dashboard says so.
Investigate patterns
You see failures per printer, per material, per batch and per cause side by side, along with the gap between estimated and actual material use. Click on a printer that stands out and you see the job cards with photos. You then discuss a concrete case rather than a suspicion.
Figures from your own work.
Data on failed prints at print services is often recorded nowhere, or in a logbook next to the printer. Some printers keep their own history. The dashboard uses the digital job cards, inventory and schedule as sources, supplemented by printer history where available. Where nothing is recorded yet, we start there. The workshop owns the definitions and records; the dashboard only reads.
Few causes or many
An extensive list of causes gives detail, but on the floor people quickly pick other. Start with the causes operators mention themselves when talking about failed prints. After a while you will see whether a category is too broad and needs splitting. Keep it short enough to pick on a tablet.
Look per printer or per material
Failures per printer show whether a machine needs maintenance. Per material they show whether a type or batch is difficult, or whether your profile needs adjusting. Both are useful but lead to different actions: scheduling maintenance, or reviewing settings and suppliers. The job cards behind each figure tell you which conversation to have.
Show utilisation or only exceptions
A utilisation chart is interesting but says little without context. Showing exceptions, such as a printer that stands idle unusually often or fails a lot, helps faster. Start with exceptions and add utilisation once you want to know whether another printer is needed, so the dashboard stays focused on what needs attention.
Clients in other industries.
No customer story from this industry yet. This is how the software works for businesses elsewhere.
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Read the storyWhich figures we put on the dashboard.
At the start we agree the causes of failed prints together. They are reported on the job card and the dashboard shows them per printer, material and cause. We check it with an ordinary week and with a week in which one filament batch seems to cause warping on several printers. The difference between estimated and actual usage and utilisation per printer you add once reporting on the floor runs well.
View pricingSupport and updatesGood to know.
Explore pricing and optionsDo we print enough for meaningful figures?
Even with a small print farm, a pattern emerges once failures are recorded consistently. It is not about large numbers, but about being able to trace a failed print to a printer, batch or model.
Can we use data from the printers themselves?
If the printers or their management software can export a history, we use it as a supplement. It usually gives times and error messages, but not the cause as the operator sees it. The job card therefore remains the main source.
Does the dashboard determine why a print failed?
No. It shows where failures coincide with a printer, batch or model. Whether that is the cause is something you investigate yourselves, for example with a test print or by comparing settings. The operators draw the conclusion from what they see at the printer.
Who may change the list of causes?
Whoever is responsible for the printers or quality. Changes are recorded with a date, so figures from before and after a change are not compared unnoticed and trends remain reliable when you add a new cause.
What often connects to this.
- Digital job cards for 3D printing servicesDigital job cards for 3D printing services that record the checked model version, print settings and finishing steps per order, with sign-offs and photos from printer to packing.
- Website for 3D printing servicesA website for 3D printing services that explains what each process and finish level can achieve, so a designer or engineer knows which material suits their application before sending a file.
- Enquiry form for 3D printing servicesAn enquiry form for 3D printing services that asks for the application, tolerances, quantities and finish alongside the model file, so preparation can start straight away.
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.
Operations dashboard for 3D printing services: failed prints, material use and printer utilisation, with the printer and batch behind each figure.
- Name failures consistently
- Connect job cards and stock
- Investigate patterns