Context
Quality reports were scattered across PDFs, tickets and emails, making monthly analyses heavy and incomplete.
INDUSTRY · QUALITY
Non-conformity analysis for an industrial site
−46% time spent analysing quality incidents
The quality lead identifies recurring causes faster and acts before escalation.
What we delivered
We structured an incident classification pipeline with root-cause clustering and decision-oriented dashboards.
Business impact
- −46% time spent on monthly analysis
- Early detection of 3 major recurring causes
- Prioritised corrective action plan each week
- Reduced rework on the production line
ML ClassificationRoot-cause analysisOperations
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