NewsCausal intelligence cut one manufacturer’s defects by 50%Read the story

Everyone sells you a camera.Shelfmark provides you a solution.

01
Detect.

Catch every defect, at full line speed, without ever touching a model.

State-of-the-art AI visual inspection, tuned to your substrate and line, and the layer all of your production intelligence is built on. You never have to label data, and you are never responsible for anything technical.

Industrial film web with Shelfmark detections boxed live on the line

Look at what we didn’t flag.

  • The tape on the left is placed by hand, never in the same spot twice, and not a defect. Traditional machine vision could never handle that. Our advanced models are trained on your line, so they know what you want flagged and what you don’t.
  • You get 99% inspection accuracy across the entire web, at production speed, and across every SKU without ever having to change a recipe.
  • Every defect is mapped to a digital twin of your line, with its position on the roll recorded and timestamped, so you know exactly where to cut instead of downgrading the whole roll.

Every defect is caught in the moment and mapped for later, so you save the run you are on and scrap inches instead of rolls.

02
Predict.

Know why a defect happened, and when it will happen again.

A defect happening on its own is noise. Put a year of them next to what your line was actually doing, and the question stops being what happened and starts being why.

  • Your Shelfmark system is not just catching defects, it is building your dataset. Every catch lands on a digital twin of your line with its position, its timestamp and its image, so your production history becomes something you can actually query.
  • Then we can add a second data source. Sensors for whatever matters on your line, temperature, humidity, vibration, all trackable against your history of defects. Your defects stop looking random, and the correlation becomes measurable and actionable.
  • Once the correlation is measured it becomes a threshold you can watch. You know which conditions produce this defect, and on the lines where we stream them live, you hear about it before the run goes bad.

You act on the condition before it ever becomes a defect.

Humidity vs defect rate
Humidity (%)Defect rate (%)
30507005103 Jun5 Jun7 Jun9 Jun10 Jun
Drag across the chart: the defect rate follows the 8 Jun humidity spike.

Real customer story: on one line, humidity swung with the weather, and the defect rate swung with it. We measured the correlation, then had them add a storm door. The humidity settled, and the defects followed.

Read the full storyRead a story where we’ve done this
03
Prevent.

Get smarter with every run, producing less waste and getting more good product out the door.

Everything Shelfmark sees becomes production intelligence your team can visualize and act on, so the decisions you make about your line come from your own data instead of a hunch.

The Shelfmark dashboard, every line on one screen
  • Every line and every plant on one screen, live, from anywhere, so what you learn on one line becomes the standard on all of them.
  • Trends across weeks and months, so you can tell whether a change on the floor actually worked.
  • An audit-ready report card and history of every run, ready to hand to a customer or an auditor without anyone assembling it by hand.

Your best run becomes your baseline.

04
Leave the hard parts to us.

Camera, hardware, software and models are ours to run, so none of it lands on your team.

You pay a monthly service charge for as long as the system runs, not a quarter of a million dollars up front and no capital approval cycle. That structure is the point: we are paid for the years after the install, not the day of it, so keeping this thing right on your line is our job and it stays our job.

01

Camera

The eyes

A vision setup that's flexible, allowing us to tailor to the specifics of your web, your substrate, and your line speed.

02

Hardware

The edge

State-of-the-art NVIDIA compute, on-prem in a rugged box wired straight to your line and the vision system.

03

Software

The platform

A browser-based live dashboard that allows you to view any line from anywhere, generate audit-ready report cards, and visualize predictive data.

04

Machine learning

The intelligence

A menu of large, custom-built models that allow us to find defects without a reference image across hundreds of SKUs.

The hard parts

None of this becomes someone’s second job

  • You never have to label data.
  • You never own model drift.
  • You never pay for a service call.
  • You never have to take a class to use our system.

The only thing on your plate is deciding what to do with what you learn.

Talk to an expert

Talk to a
Shelfmark expert.

See if it’s a fit.
In 30 minutes you’ll know whether we can catch your defects, on your substrate, and your line speed.
See what’s possible.
We can show you the real thing. A line with every defect caught automatically; fewer escapes, less rework, and capacity you didn’t know you had.
See if we are full of shit.
We are a young company doing things that have never been done before. We own that, and we will answer any questions you have.