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How Do We Get Inline and Final Inspection Results Off Clipboards and Into Something Useful?

Clothing QC teams record inline and final AQL inspections on paper. We build a tablet inspection app that logs defects by line and operation for quick action.

Updated 3 min readBy SpiderHunts Technologies

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Quick answer: TL;DR

Inspection results stay on clipboards, so defects are counted but never analysed, and the same faults repeat. We build a tablet inspection app for inline, end-of-line and final inspections that uses your defect codes and AQL sampling plan, records defects by line and operation with photos, and produces the report the brand asks for.

A pile of sheets nobody reads

The QC team walks the lines with clipboards. Each inline check is a sheet: line, style, operator, defects found. Final inspection uses the brand's form, filled in by hand, with the AQL sample size worked out from a laminated chart. At the end of the week the sheets go in a box file. When the same open seam turns up on three orders in a row, nobody can say which operation it comes from, because that information is in the box.

Then a brand asks for a summary of defects on their last five orders.

Recording is not the same as knowing

The QC team is doing the inspections. The trouble is that paper records are write-only. They satisfy the brand's form but cannot be sorted, added up or compared.

  • Defect names vary by inspector: "open seam", "seam open", "skip stitch".
  • Inline results are not linked to the operation or operator that caused the defect.
  • Sample sizes are looked up by hand, and occasionally wrongly.
  • Photos, when taken, are on personal phones.
  • Brands each want their own report format, typed up from the paper sheets.

What paper QC costs

Defects that are not traced to their operation keep happening. Every repeat means rework on the line, or worse, a failed final inspection by the brand's own QC, which can mean re-inspecting or reworking a whole order before it ships. The QC team spends time typing up reports instead of on the floor. And you cannot show a brand, with evidence, that your quality is improving.

There is also the question of consistency between inspectors. One inspector counts a loose thread as a minor defect, another ignores it, a third calls it major. On paper this never shows up. It only becomes visible when the brand's own QC applies their standard and fails an order your team passed.

A tablet inspection app, built around your checks

  1. Your defect list is set up once with standard codes and names, grouped into major and minor as your brands define them.
  2. For inline checks, the inspector picks the line, style and operation, checks the pieces and taps defects as they find them, with an optional photo.
  3. For final inspections, the app works out the sample size from the lot size and the AQL level the brand specifies, and shows the accept and reject limits as the inspection progresses.
  4. Results are stored against the order, style, line and operation, so defects can be counted and compared across orders and weeks.
  5. Failed inline checks can alert the line supervisor straight away, so a faulty operation is corrected while the bundle is still on the line.
  6. Reports are produced in each brand's format from the recorded data, for the QC manager to check before sending.
QuestionWith clipboardsWith the app
Which operation causes open seams?UnknownCounted by operation
What sample size for this lot?Laminated chartWorked out from the brand's level
Where is the photo?Inspector's phoneAttached to the defect
Brand defect reportTyped up by handGenerated from the records

A QC team with evidence

The production manager can see at the weekly meeting which operations produce most defects, by line, and can act on training or machine settings. Line supervisors hear about a problem while it is happening. Brand reports come out of the app, with photos. And when a brand queries a failed inspection, you have the detail.

Does your QC look like this?

  • Inspection records are paper forms in box files.
  • The same defects keep turning up on new orders.
  • You could not quickly say which operation causes most rework.
  • QC staff spend time typing up reports for brands.
  • Orders have failed brand final inspections you thought would pass.

FAQ

Frequently asked questions

The questions readers ask us after this guide.

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Does the app decide whether an order passes?

It applies the sampling plan and limits you and your brand have set, and shows the result. The QC manager makes the call and signs the report.

Can different brands have different AQL levels and forms?

Yes. Each brand's inspection level, defect classification and report format are set up separately.

Do inspectors need to be good with technology?

The screens are designed to be tapped through quickly with gloves on the floor. We test them with your QC team before rollout.

Can it work offline on the factory floor?

Yes. Inspections can be recorded offline and sync when the tablet reconnects, which matters where wifi is patchy.

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