context: aviation · predictive maintenance · AI
Engine
Maintenance
Workspace: Ops Signals
predictive maintenance
+ human approval
CDC Workspace
Maintenance decision
Context
Aircraft in active service with recent performance anomalies
Signals
- Vibration level +18%
- Oil temperature stable
- No safety incident reported
- Utilization above forecast
AI Recommendation
Delay maintenance 72 hours
Confidence: 91%
Alternatives
| Option | Trade-off | Result |
|---|---|---|
| Immediate repair | Highest safety | High impact |
| Delay 72h | Balanced | Recommended |
| Replace asset | Permanent | Highest cost |
Ops
Asset reliability where performance, safety, capacity and availability data needs to work within a single decision context
Signals and operational constraints first AI recommendations support a transparent human decision
Predictive maintenance, aviation operations and AI-supported process control across complex asset environments