CNFANS: Warehouse QC Trend Visualization
Comparing inspection success rates across multiple locations for actionable operational insight.
Why Visualize QC Trends?
Centralized visibility into Quality Control (QC) performance across your warehouse network is crucial for consistent product quality, efficient resource allocation, and proactive problem-solving.
- Identify Best Practices:
- Spot Emerging Issues:
- Benchmark Performance:
- Optimize Resource Allocation:
- Spot Emerging Issues:
Recommended Graphs for Comparison
Use a combination of the following chart types to gain comprehensive insights.
1. Multi-Line Trend Chart
Plot the inspection success rate (percentage) on the Y-axis against time (weeks/months) on the X-axis, with a separate line for each warehouse.
Insight Gained:
2. Grouped Bar Chart (Current Period)
Display side-by-side bars for each warehouse, showing the success rate for the latest period (e.g., this month).
Insight Gained:
3. Heat Map Calendar View
Use a calendar grid for each warehouse, color-coding each day's success rate (e.g., green for >95%, yellow for 90-95%, red for <90%).
Insight Gained:
Steps to Implement in CNFANS
- Data Aggregation:
- Define Metric:Success Rate = (Passed Inspections / Total Inspections) * 100.
- Select Dashboard Tool:
- Build & Schedule Reports:
- Establish Review Process: