Demonstration Environment — Synthetic Data.
Command Center · Tuesday, 22 Sep 2026

2 operational decisions need your attention

Executive overview of asset risk, pending decisions and business exposure across the Jakarta Manufacturing Plant.

Open Decision Center
Monitored Assets
10
Assets At Risk
3
Decisions Required
2
Critical Decision
1
Estimated Risk Exposure
Rp 285M
Predictive Maintenance
“What is likely to happen?”

Models detect anomalies and estimate failure probability for each asset. Output: M-202 is most likely to fail (82%).

Decision Intelligence
“What should we do?”

Combines the prediction with production, customers, parts, people and cost. Output: maintain M-103 first — Saturday 22:00 with Team B.

FROM “What will happen?”TO “What should we do?”TO “Execute the decision.”
Why these differ

AI Attention Required

Business priority #1
ACTION REQUIRED
CNC Machine M-103
Failure risk
78%
Health
62/100
Priority
87
Predicted issue
Spindle Bearing Degradation
Predicted failure window
5–8 days
Business exposure
Rp 145M

Lower failure probability — but 3 critical orders and 12h downtime at stake.

Review Decision
Business priority #2
Queued #2
Servo Press M-202
Failure risk
82%
Health
58/100
Priority
71
Predicted issue
Servo Motor Overheating
Predicted failure window
4–7 days
Business exposure
Rp 42M

Highest failure probability — but backup press cell available, 4h downtime.

Review Decision

Factory Health

Production Line 1
Precision Machining
71%
M-101M-102M-103M-104
Production Line 2
Assembly
89%
M-201M-202M-203
Production Line 3
Packaging
94%
M-301M-302M-303

Decision Journey · DI-2026-0922-001

01
Monitor
02
Detect
03
Predict
04
Decide
05
Act
06
Learn

Awaiting human decision: recommendation ready for approval in the Decision Center.

Watchlist

M-101 · CNC Milling Machine
Coolant flow reduction · failure 38% · 14–21 days
MONITORING
M-103 · CNC Machining Center
Spindle Bearing Degradation · failure 78% · 5–8 days
AT RISK
M-202 · Servo Press
Servo Motor Overheating · failure 82% · 4–7 days
AT RISK

Decision cases open automatically when failure probability exceeds 60%.

Recent Activity

  1. 14:06Recommendation generated for M-103 (priority 87)
  2. 14:05Decision cases DI-2026-0922-001 / -002 created
  3. 14:04M-103 failure probability 64% → 78%
  4. 14:03M-103 vibration threshold exceeded (7.8 mm/s)