Findings
2
Machines
1
Year-weeks
1
Defect codes
2
Latest week
2025-W09
2 findings+1 vs previous week
Insights
Rule-based for now. The same cards can later come from an AI provider.
2 new findings not seen in the last 2 weeksNote
Raised in 2025-W09 but not in 2025-W08 or 2025-W07.
1 item missing this week only — still in the 2-week repair windowWatch
Gone for one week is too soon to call fixed. Keep them on the watch list.
Tape Tension is the leading defectWatch
Code 21 accounts for 1 of 2 findings (50%).
V4 carries most findingsWatch
V4 has 2 findings across 1 machines (100%).
Findings by week
Selected week compared with the previous 4 weeks. Click a bar to change week.
Machine × defect heatmap
Click a machine, code, or cell. Warmer cells have more findings. Swipe sideways on a phone to see more codes.
Fewer
More
Defect codes
Most frequent codes in the current filters
Machine family
V3, V4, V5, and V7 share of findings
Chronic repeats
Same machine and code in three or more consecutive weeks