Case Study · Metal Fabrication · Johor, Malaysia

Turning a 3-day complaint trail into a 3-minute lookup

QC InspectionCAPA SystemDigital RecordsComplaint Tracking

3 days → 3 mins

Complaint traceability time

Business Context

A metal fabrication workshop in Johor supplies structural and custom components to construction and industrial clients. Quality control inspections and customer complaint handling were both run on paper, filed by hand into physical folders organised loosely by month.

The Workflow Problem

  • QC inspectors filled out paper inspection forms for every job, including hand-drawn defect sketches and handwritten notes, which were then filed in binders.
  • When a customer complaint came in, tracing which inspection record, job order and operator were involved could take up to 3 working days of searching through physical files.
  • There was no structured way to see whether a defect was a one-off or part of a recurring pattern across jobs, so root-cause analysis was inconsistent.
  • Corrective and Preventive Action (CAPA) follow-ups were tracked in a notebook, so it was common for open complaints to be forgotten or closed out without a documented resolution.

How We Implemented It

  1. 1.Digitalized the QC inspection form into a mobile Google Form that inspectors complete on-site, including photo attachments of defects captured directly from a phone or tablet.
  2. 2.Every submission is automatically logged with a unique job reference, inspector name, timestamp and defect category, replacing the paper filing system entirely.
  3. 3.Built a CAPA tracking dashboard in Looker Studio that shows every complaint's status (Open, In Progress, Closed), root cause, assigned owner and resolution date, searchable instantly by job number or customer name.
  4. 4.Added an automatic email notification to the QC manager whenever a complaint status changes, so follow-ups are no longer dependent on someone remembering to check a notebook.

Before & After

Complaint traceability time

Up to 3 days (manual file search)Under 3 minutes (searchable dashboard)

Defect evidence

Hand-drawn sketches, no photosDigital records with photo attachments

CAPA follow-up tracking

Notebook, prone to being forgottenDashboard with status + owner + email alerts

Recurring defect visibility

Not analyzed systematicallyCategorized and trackable over time
Before, finding an old inspection record meant digging through binders. Now we type in the job number and it's on screen in seconds.

See how this would work for your operation

Every system above was built from scratch for that client's exact workflow. We're happy to walk through what a similar system would look like for yours during a free consultation.

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