Quality engineers manually analyse defect data, write non-conformance reports, and compile Pareto analyses — a reactive, time-consuming process that delays root cause identification and corrective action initiation, allowing systemic defects to persist.
Quality data is collected at multiple inspection points and stored across multiple systems without automated aggregation or trend analysis. NCR writing is entirely manual, leading to inconsistency, delays in CAPA initiation, and missed systemic patterns that only become visible when customer complaints arrive.
Our top customer had put us on quality review. Copilot changed our speed of response completely — root causes in hours, not days. We moved off quality review in 90 days. That account is now our most stable.
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