Equipment Reliability
- Historian trends
- Maintenance history
- Operator observations
→ identify the equipment event and operating context → analysis or pattern review → reliability engineer review → maintenance decision
Applications & Examples
The examples below are representative applications — not named customer projects or claimed results. Conventional analytics and first-principles engineering remain important; AI is one option where it fits.
Service detail is on Services.
Shift Handover
- Shift logs
- Alarms and events
- Operating context
- Relevant documents
→ structured handover → operator review → better continuity between shifts
Process Performance
- Process data
- Operating state
- Engineering constraints
- First-principles knowledge
→ identify abnormal or inefficient operation → engineer/operator review → operating decision
Maintenance Knowledge
- Equipment manuals
- CMMS history
- Previous failures
- Engineering documents
→ find relevant information in context → maintenance professional reviews information → maintenance decision