What is packaging, label and print inspection?

It is the inline check that each pack leaves the line physically correct: the label present and straight, the print clean and in register, the fill level right, the seal intact. A vision system inspects every pack as it runs and ejects the ones that fail.

How is this different from code and character reading?

Code and character reading covers what a code or label says: the date, the batch, the barcode, the artwork content. This page covers the label and pack as physical objects: present, straight, cleanly printed, correctly filled and sealed. Most packaging lines need both checks, and the same camera can run them.

Can it inspect reflective film, foil and curved packs?

Yes, and those are the packs that defeat fixed-rule systems, because the highlight moves as the pack does. Kompass is trained on your own packs under your own lighting, so it separates a genuine wrinkle or misprint from a reflection, and modular hardware adds the angles a curved pack needs.

Does it detect print drift, or only outright misprints?

Both. A missing or smudged print is caught immediately. Drift matters more: colour shifting, registration creeping, ink thinning across a long run. Kompass compares every pack against the standard rather than against the last one, so gradual change is flagged while the batch can still be corrected.

Can it check fill level without weighing the pack?

Yes. Fill level is read visually from the container, so bottles, jars and clear or translucent packs are checked with no checkweigher and no contact. Over-fill and under-fill are both flagged, which matters because over-fill is a giveaway cost that rarely shows up in any quality report.

How fast can it run, and what does it eject with?

Kompass runs at packaging-line speed, up to 12,000 packs a minute on FMCG lines. It connects to your PLCs, conveyors and existing reject hardware, actuates the ejector inside the dwell time, feeds MES and ERP for traceability, and runs at the edge with your data staying on-site.

PACKAGING INSPECTION SYSTEM

Packaging Inspection AI for Clean Packs on Every Run

KOMPASS™ AI inspects packs as they move down the line and pulls failures before casing. Faulty packs stay on your plant floor, away from US store shelves.

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Trusted by industry-leaders for consistent pack quality

THE PROBLEM

What Pack Faults Cost You Once They Leave the Line

In the United States, shoppers judge a product by its pack long before they try what is inside.

Labels That Sit a Little Off

A label applied at an angle or with a lifted edge still scans at the register. The retailer's receiving team can log it as damaged goods and deduct the cost from your invoice.

Print That Fades Partway Through a Run

Ink thins and colours shift over a long run. The first case matches the approved proof. A case packed hours later may not, and no alarm goes off.

Faults That Start Between Hourly Samples

An hourly sample looks at a few packs out of thousands. A fault that begins between two checks ships with the lot. If it triggers a recall, every case in that lot comes back.

The Solution

AI Packaging Inspection Across the Whole Pack

KOMPASS™, Jidoka's Cognitive Product Inspection system, works as a packaging inspection system for US CPG and pharma lines. With packaging inspection using vision AI at each station, it compares what its cameras see with the standard your quality team signs off on.

Explore KOMPASS™ AI

Keep Every Label Straight and Intact

Confirms a label is present on each face that needs one
Checks shrink sleeves and wraparound labels for alignment
Spots torn and scuffed labels on glass and plastic bottles
Catches labels applied upside down

>99%

accuracy in spotting pack faults

100%

inline pack coverage

Catch Print Drift With an Automated Print Inspection System

Alerts operators as soon as print starts to fade or shift
Checks printed labels and screen-printed bottles alike
Catches streaks and banding from clogged or worn print heads
Keeps good packs moving when print varies within your spec

12,000

packs inspected per minute at peak

40%

fewer false rejects

Check Fill Levels and Closures at Line Speed

Flags under-fill against the net contents on the label, and over-fill that gives product away
Checks that caps, seals, and tamper bands are seated and intact
Confirms multipacks and cartons hold the right items before they close
Works without touching the container or slowing the filler

15-30%

lower recall costs

$50k

in consumer complaint costs avoided

Illustration: Verify fill level and closure

USE CASES

Where Packaging Lines Put KOMPASS™ to Work

Each check below runs on the same packaging inspection system. A plant can start with its costliest fault and add the others later.

Print Quality & Misprint Inspection

High Demand

An automated print inspection system for smears, voids, and misprints.

See it running on your line

Tell our engineers what your coders and presses get wrong and they will walk you through implementation, timelines and cost for your line.

Learn More - Talk to our expert

Industries We Work With

Automotive

Consumer Packaged Goods

Pharmaceuticals

Industrial Manufacturing

Electronics

Warehousing & Logistics

Label Placement & Position Inspection

Checks label height and centring against the spec for each SKU.

See it running on your line

Tell our engineers your placement tolerances and they will walk you through implementation, timelines and cost for your line.

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Label Skew & Wrinkle Inspection

Finds skewed labels and trapped air bubbles as packs move.

See it running on your line

Tell our engineers which packs your labeller struggles with and they will walk you through implementation, timelines and cost for your line.

Learn More - Talk to our expert

Print Registration Inspection

Verifies that each colour and print layer lines up where the artwork places it.

See it running on your line

Tell our engineers how long your print runs go and they will walk you through implementation, timelines and cost for your line.

Learn More - Talk to our expert

Fill-Level Inspection

High Demand

Measures the fill line on each bottle and jar as it leaves the filler.

See it running on your line

Tell our engineers what you fill and how fast and they will walk you through implementation, timelines and cost for your line.

Learn More - Talk to our expert

Deployment

Live On Your Line, Not In A Six-Month Pilot

Pack inspection runs on the cameras you already have over your applicator, coder and filler. No pilot line, no new hardware to install. We have mapped this deployment before, which is what makes it fast now.

STEP 01

Line audit and camera mapping

We walk your line, confirm camera and lighting coverage at the applicator, coder and filler, and scope the packs and faults to inspect.

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STEP 02

Model training on your packs

The model trains on your own packs, labels and print jobs, with 20 samples per defect, not a generic packaging library.

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STEP 03

Go live, verified

Inspection runs in shadow mode beside your current line checks, then goes live on your ejector once accuracy is confirmed. Deployment takes 6–8 weeks.

→

Connect with us

Bring your fastest line and the pack that goes wrong most often. We will scope a pilot on your line.

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Zero

faulty packs shipped

100%

packs inspected inline

12,000

packs per minute

6–12 months

ROI payback

Comparison

How KOMPASS™ Stacks Up on a Packaging Line

Here is how packaging inspection using vision AI compares with hourly manual checks and rule-based machine vision in US plants.

Dimension

Manual QC

Rule-based machine vision

Jidoka · KOMPASS

Accuracy and consistency

~80 to 90%, varies by operator and shift

Clean packs only, fails on gloss and film

>99%, identical on every pack

Inspection coverage

An hourly sample pulled off the line

Fixed position, fixed presentation

100% of packs inspected inline

Print drift through a run

Noticed when someone compares two packs

Pass or fail against one fixed template

Flagged as the drift starts

Difficult packs

Glare, film and curves defeat the eye

Reflective film and curved packs break the rule set

Foil, film, gloss and curved packs handled

Hardware

None, and no record either

Proprietary cameras and lighting rigs

Runs on the cameras you already have

Traceability

A signature on a check sheet

Pass or fail result, no image

An image of every pack, kept

First-Time-Right

Hope

Inspection after the fact

Right the first time, every run

customer success

Label and Print Inspection Results on Bottling Lines

One line checks labels at more than 300 bottles a minute. Another uses AI packaging inspection to stop misprinted bottles at 120 per minute.

How Britannia Automated In-line Inspection for Biscuits with Jidoka

FMCG

High-speed biscuit inspection with automated quality control:

Over 99% detection accuracy at 12,000 biscuits per minute
Precise automated rejection of defective biscuits
Retrofitted into existing production lines

Read case study

How Diageo Achieved In-Process Labeling Precision with Jidoka

FMCG

Labelled bottle inspection with AI vision system and modular hardware:

Complete Label inspection automation at 300+ bottles/minute
Ensures accurate text, orientation, and label quality
Automates end-of-line quality control and consistent standards

Read case study

Questions US Packaging and Quality Teams Ask

How is a packaging inspection system different from label verification?

A packaging inspection system looks at the pack as a physical object, from label position to fill and closure. Label verification reads what the label says, such as the lot code, the expiration date, and the UPC. One camera station can often run both checks.

Can package inspection using vision AI handle foil and curved bottles?

Yes. Glare moves as a shiny pack travels, which trips fixed-rule systems. KOMPASS™ learns your packs under your plant's lighting and separates a real crease or smear from a reflection. Extra camera angles cover the sides of a curved bottle.

Does a packaging inspection system need new cameras?

Often not. KOMPASS™ works with industry-standard cameras, including ones your line may already have. Where a station lacks a clear view of the pack, Jidoka adds Modular Vision Infrastructure to mount and position the cameras.

How does KOMPASS™ connect to our reject gate and line controls?

It links to your PLCs and conveyors and fires the reject gate while the pack is still within reach. It also logs each result in your MES and ERP for lot traceability.

Do pack images leave our plant?

No. Package inspection uses vision AI to process images on an edge computer at your site, and results reach only the plant systems you connect.

How soon can a packaging inspection system pay for itself?

Typically 6 to 12 months after go-live, based on Jidoka deployments. Your plant estimate depends on your line speed, fault rate, and chargeback history.

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Maximize Quality & Productivity with Our Vision Inspection System for Manufacturing and Logistics.

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