Demo Workspace: Sample data only. No real equipment connected. No login required.
Coherent (II-VI): RF / Compound Semiconductor Fab
Manufacturing Intelligence Dashboard
OEE
74.3%
Target 85%
P1 Alerts
2
1 P2 active
Downtime cost (MTD)
$2.3M
↓25.8% vs prior mo
Knowledge queries
312
this week
Fleet Health
8 toolsCVD Chamber A
CVD · Bay 3
Applied Materials
MTBF 18.4d
Litho Tool 7
Lithography · Bay 1
ASML
MTBF 31.2d
CMP Station 3
CMP · Bay 2
Ebara
MTBF 67.8d
Etch Bay 2
Plasma Etch · Bay 3
Lam Research
MTBF 44.1d
Metrology Station 1
Metrology · Bay 4
KLA
MTBF 52.3d
CVD Chamber B
CVD · Bay 3
Applied Materials
MTBF 29.6d
Wet Bench Alpha
Wet Processing · Bay 5
FSI International
MTBF 81d
Diffusion Furnace 4
Diffusion · Bay 2
Kokusai Electric
MTBF 22.7d
Active Alerts
3 openThermal anomaly · 23m ago · 87% confidence
Pressure deviation · 1h 14m ago · 73% confidence
Vibration increase · 2h 0m ago · 71% confidence
AI Recommendations
Schedule CVD Chamber A maintenance before next shift
Thermal anomaly pattern matches pre-failure signatures from 3 prior incidents. Probability of unplanned downtime in next 12 hours: 67%. Estimated cost of failure: $180,000. Cost of preventive intervention: $4,200.
CVD Thermal Fault SOP v2.1
Order Litho Tool 7 stage bearings now
Current vibration trend intersects replacement threshold in approximately 8–11 days. Lead time for bearing P/N BRG-STAGE-NXT is 14 business days. Order immediately to avoid reactive downtime on a P2 tool.
Litho Tool 7 Maintenance History
CVD Chamber B trending toward watch threshold
Health score declined from 84 to 78 over 7 days. No active alert yet. Recommend visual inspection of chamber liner and RF matching network during next scheduled 4-hour window.
CVD PM Procedures v1.3
OEE: 30-Day Trend
74.3%Target: 85% | Started month at 68.1%
AI Knowledge Search
47 docs indexedWorkforce Readiness
12 technicians assessed
Top gap: Advanced lithography operation
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