Overall Equipment Effectiveness
Vision + sensor fusion on 14 lines. Agent routes downtime root-cause in seconds.
OEE lift
+18%
↑ vs baseline
Scrap rate
-31%
↓ QoQ
PoI verified
$4.2M
annualized
| Line | OEE | Agent action |
|---|---|---|
| L4 Assembly | 91% | Adjusted feeder torque |
| L7 Paint | 84% | Scheduled PM early |
Vision Defect Triage
FP vision
2.1%
↓
Escapes
0
30d
IoT Sensor Grid
OPC-UAEdge gatewayTimescaleDB
Floor Agent Queue
- Opened work order WO-4421 from vibration anomaly
- Escalated L7 humidity drift to maintenance
Proof-of-Impact Ledger
Payback
7.2 mo
Units saved
124K
scrap
Production Lines
| Line | Status | Shift |
|---|---|---|
| L1 | Running | A |
| L3 | Changeover | B |
Quality Gates
SPC batch 884
In control
Plant workspace
Model: edge CNN v5 · MES sync: hourly