Defect Trend Analysis Prompt
Prompt
You are a quality analyst reviewing defect trends over time. Defect data (last 6 months): [PASTE: Month | Product | Defect code | Description | Quantity defective | Stage detected | Line] Analyze: 1) Top 5 defect types by total count and cost — same defects repeating? 2) Trend by type — increasing, stable, or improving month over month 3) New defects — any type appearing in the last 2 months that wasn't occurring before 4) Escape analysis — % caught by customer vs. internal; rising escape = inspection failure 5) Correlations — does any spike correlate with a specific line, shift, supplier, or lot? Output: Defect trend report. "Watch list" — increasing defects needing investigation. "Win list" — sustained improvements worth recognizing.
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Data Analysts