How Acne Patches Are Inspected: AQL, Defect Classes and Batch Records

How Acne Patches Are Inspected: AQL, Defect Classes and Batch Records

Summary

Nobody inspects 10,000 patches one by one. Inspection is a sampling decision, and the AQL table is where a buyer's quality expectation either becomes enforceable or stays a feeling. How to read AQL tables, classify patch defects, and what a batch record must contain.

How Acne Patches Are Inspected: AQL, Defect Classes and Batch Records

Nobody inspects ten thousand patches one by one. Inspection is a sampling decision, and the sampling table is where a buyer's quality expectation either becomes enforceable or stays a feeling. Two suppliers can both say "we check every batch" and mean completely different things — one is running a defined AQL with a signed record, the other is opening a box and looking at it.

This page is about the difference, because it is the difference that decides whether a claim on defective goods can be settled with a document or an argument.

From a production lot to an accept or reject decision under AQL sampling Four steps: the lot size sets the sample size through a code letter, the sample is drawn at random, each unit is classified as critical, major or minor, and the number of defects is compared with the acceptance number for that class. From lot to decision in four steps Sampling by attributes, ISO 2859-1, general inspection level II 1 Lot size sets the code letter 3,201–10,000 units → code L → 200 units sampled The sample size is fixed before anyone looks at a patch 2 Draw at random, from cartons that are sealed A sample taken from the top of the pallet is not a sample Record the carton numbers you opened 3 Classify each defect: critical, major, minor Three classes, three acceptance numbers A sealed pouch with a hole is not a minor issue 4 Compare with the acceptance number Defects ≤ Ac: accept. Defects ≥ Re: reject the lot. Re is always one more than Ac — there is no grey zone
Sampling by attributes under ISO 2859-1. The sample size is a function of lot size, not of how confident anyone feels.

The three inspections that matter

An order passes through three gates, and a buyer usually only hears about the third.

Incoming material. The hydrocolloid sheet, release liner, pouch film and inks are checked against their own certificates before release to the line. If the sheet lot is wrong, everything downstream is wrong and nobody notices until the patch lifts.

In-process. Coating thickness, die-cut registration, seal temperature and print registration are checked at fixed intervals, not at the end. This is the gate that catches drift while it is still cheap to correct.

Pre-shipment. The finished cartons are sampled against the AQL you agreed. This is the one a buyer's own inspector attends, and the only one that produces a document you can hold against a supplier.

How to read the AQL table

The table is smaller than it looks. Lot size gives you a sample size; the AQL you agreed gives you an acceptance number and a rejection number. The two numbers are always one apart, which is why the procedure has no middle outcome.

Lot size (units)
Sample size
AQL 2.5: Ac / Re
151 – 280
32
2 / 3
281 – 500
50
3 / 4
501 – 1,200
80
5 / 6
1,201 – 3,200
125
7 / 8
3,201 – 10,000
200
10 / 11
10,001 – 35,000
315
14 / 15

A 10,000-unit lot is inspected on 200 patches. That number surprises buyers who assume "sampled" means "a few dozen". It also explains why the inspection cost is not proportional to the order: doubling the lot barely moves the sample size, because the sample is sized to the confidence you want, not to the quantity you bought.

Three practical notes. Critical defects usually run at AQL 1.0 or tighter, or at zero acceptance — a lot with one unsealed pouch is a different conversation from a lot with one crooked label. Cosmetic appearance commonly sits at 2.5. And the standard's name matters: ISO 2859-1 and GB/T 2828.1 describe the same procedure, so a Chinese supplier and a European buyer are usually arguing about the same table without knowing it.

Common misreading: AQL 2.5 does not mean "2.5 % of the delivery may be defective". It is a quality level tied to a sampling plan and a long-run process average, not a per-lot allowance. A lot can pass and still contain defectives — that is what the consumer's risk in the plan means.

Classifying patch defects

Generic defect lists do not transfer. A patch has its own failure modes, and they do not split the way a garment's do.

Class
Examples on a hydrocolloid patch
Consequence
Critical
Seal channel open or leaking; foreign matter inside the pouch; count short by a full sheet; visible contamination
Unsafe or unusable — reject regardless of AQL
Major
Torn or nicked edge; adhesive face contaminated; liner misaligned so the patch will not release; print missing, wrong version or badly out of register; count short within the pack
The customer notices, or the pack cannot be sold
Minor
Slight bubble under the film; burr on the cut edge that does not affect adhesion; colour difference inside the agreed tolerance; scuff on the pouch
Cosmetic, within an agreed limit

The line between major and minor is where quotations and complaints usually diverge, so it belongs in the purchase order with a photograph attached. "Edge quality to approved sample" is a sentence; a signed photo of an acceptable edge and a rejected edge is a specification.

What a batch record should contain

Ask for one page. A supplier who can produce it in an hour runs a quality system; one who needs a week is reconstructing it.

  • Material lot numbers for the hydrocolloid sheet, release liner, pouch film and each ink
  • Coating parameters: thickness, line speed, oven temperatures at the recorded setpoints
  • Die number, cut registration check and the sheet layout used
  • Room temperature, relative humidity and the cleanroom class at the time of production
  • First-article approval and the interval in-process checks, with the results written down
  • Print first-off signed against the approved proof, plus the colour measurement recorded
  • Seal parameters and the seal-strength or leak test result for the run
  • Final inspection record: AQL used, sample size, defects found, accept or reject, and the retention sample number

Retention samples and the stability file

Every batch should leave a retention sample behind, stored under the same conditions the label claims. That sample is what settles a complaint eighteen months later, when nobody can reproduce the run. It is also what an auditor asks for first.

Retention alone does not prove shelf life; the stability file does, and the two are related — retention shows what was made, stability shows what happens next. For how the declaration is established and which pack formats shorten it, see what shelf life a hydrocolloid patch carries.

What to look at on inspection day

An inspector with a clipboard can miss the things that matter most, because the defects that cost money are structural rather than visual.

Open three cartons
from different pallet positions

Not the top layer. Print the carton numbers into the report, so a later dispute has a location rather than a memory.

Squeeze every pouch
in the sample

A leaking seal shows as air moving, not as a visible hole. This is the single most valuable thirty seconds of a pre-shipment inspection on this product.

Peel one patch
onto clean skin or glass

Feel for tack and for adhesive transfer. A patch that leaves a ring on glass will leave a ring on a face.

Read the print
at arm's length

Batch number, manufacture date and expiry must be legible after the pouch has been handled. If they smudge, the coding method is wrong, not the operator.

Check count
by weight

Weigh one pack and divide by the unit weight. It catches a short count faster than opening twenty pouches, and it is non-destructive.

The checklist to send before the run starts

Item
Agree in writing
AQL and inspection level
Which standard, which level, and a separate AQL per defect class
Defect definitions
Photographs of acceptable and rejected edge, seal and print
Sample approval
Signed golden sample held by both parties, with the date on it
Inspection access
Whether you or a third party attend, and how much notice is needed
Batch record
That one page per lot accompanies the shipment, not on request
Retention
How many units per lot, stored where, for how long
Remedy
What happens on a reject: rework, replacement, or credit — decided before it is needed

Why this is worth the paperwork

Quality conversations fail for a boring reason: the two sides never agreed what "good" means, so every batch is negotiated again from scratch. An AQL, a defect photo set and a batch record turn that negotiation into a comparison against a number.

It also changes what a supplier can promise you. A factory that runs to a defined AQL can quote a defect rate and stand behind it; one that inspects by eye can only quote optimism. If you are still comparing suppliers, the 12-point sourcing checklist covers where inspection sits among the other eleven.

Send the AQL you work to and the defect classes that matter to your channel, and we will return the batch record format we use, the retention policy, and a sample inspection report from a recent run.

Request a quote

Henso Biotech manufactures hydrocolloid and dissolving microneedle patches for private label brands, including custom shapes, print and pack formats, from 1,000 units per size and pack format. ISO 13485:2016 certified (NQA 69136); U.S. FDA-registered facility.