⌘ K
Predictive OEE · Shift A
Mid-shift forecast updated every 15 min · 87% accuracy on 14-day backtest
Actual so far (10:27)
71.4%
Plant OEE · 267 min into shift
AI Forecast (end of shift)
72.1%
Confidence band:69.4 – 74.8%±95%
Target
78.0%
Will miss target by 5.9 pts
Risk drivers ranked
Why we'll miss target1B2 unclassified downtime ongoing-3.2 pts
2Setup time 25% above 30-day norm-1.8 pts
3C3 defect rate 2.4× baseline-0.8 pts
4F6 material starvation events (2)-0.5 pts
5E5 over-performing (offset)+0.4 pts
Suggested interventions
If acted on nowHIGH
Classify Welder 07 downtime now & resume
+3.2 pts· now
HIGH
Send floater operator to assist setup
+1.5 pts· 5 min
MED
Pause C3 to investigate defect spike
+0.8 pts· 15 min
LOW
Adjust E5 to push more (low-risk)
+0.4 pts· anytime
Per-line forecast
| Line | Current OEE | Forecast (EOS) | Target | Gap | Confidence | Top risk |
|---|---|---|---|---|---|---|
| A1 | 78.4% | 79.2% | 80% | -0.8 pts | 92% | Minor stops |
| B2 | 52.1% | 58.4% | 75% | -16.6 pts | 82% | Unclassified downtime |
| C3 | 67.3% | 66.1% | 75% | -8.9 pts | 88% | Defect rate trending up |
| D4 | 64.0% | 72.4% | 72% | +0.4 pts | 86% | Changeover in progress |
| E5 | 83.1% | 84.5% | 80% | +4.5 pts | 94% | None — over-performing |
| F6 | 58.0% | 64.8% | 75% | -10.2 pts | 79% | Material starvation |