AI workflows for nonconformance and corrective action.

Recording what went wrong against a standard, finding why, and tracking the fix.

Who does this work

  • Quality engineer
  • Corrective action coordinator
  • Quality assurance manager

3 workflow templates ready to adapt, and 5 workflows identified.

Updated

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Examples of the workflows identified
  1. Draft a nonconformity record
  2. Total the cost of poor quality
  3. Turn site observations into a follow-up register
  4. Assemble the evidence for a cause investigationIllustrative
  5. Check whether a corrective action workedIllustrative

The workflows identified

Marked illustrative: an example of the work, identified, with no workflow template yet.

Draft a nonconformity recordTurns an observed problem into a draft record set against the stated requirement, with affected work and containment questions.Workflow templateTotal the cost of poor qualitySorts recorded failure costs from rework, scrap and returns into categories, with estimates, gaps and unresolved allocations.Workflow templateTurn site observations into a follow-up registerAn observation register linking each location and issue to its photo, a question and a proposed follow-up owner and check.Workflow template
Assemble the evidence for a cause investigationGathers the problem statement, chronology, related events and evidence for a quality issue, keeping competing causes and open questions apart from conclusions.Illustrative · not built yet
Check whether a corrective action workedCompares agreed success criteria with follow-up observations and recurrence evidence once an action is marked done.Illustrative · not built yet

Workflow templates

Cost of poor quality worksheetAn owner or operations lead who senses that rework, scrap and returns are costly gets one worksheet: the failure costs already on record, sorted by category, with estimates, gaps and unresolved allocations listed. The owner decides what to fix first.Workflow templateNonconformity record draftA quality lead or supervisor who has spotted something wrong gets a draft record: the observation set against the stated requirement, the affected work counted from the register, and the containment options. The quality owner decides every call.Workflow templateSite observation follow-upAfter a site visit, the visiting engineer and the project manager get one observation report: each field note beside its location, source photograph, drawing revision and any earlier register entry, a proposed follow-up owner, and the questions still open. It assesses no condition.Workflow template

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Where to go next

All of quality managementEvery area of the function, with workflow templates and examples.Map your team in the PlannerPut this work in your plan, with the roles that do it.

Other areas of quality management