Why This Matters
Unplanned equipment failures are costly and disruptive. Predictive maintenance shifts from reactive (fix-on-fail) to proactive (predict-and-prevent), reducing downtime and extending asset life.
Litmus Enables
- ✓Real-time equipment health monitoring and trend analysis
- ✓Anomaly detection using ML models trained on historical data
- ✓Failure prediction with confidence intervals and lead time
- ✓Maintenance scheduling optimization
- ✓Integration with CMMS for automated work order creation
Discovery Questions
Use these to guide client conversations
- •Current maintenance: reactive or preventive?
- •Unplanned downtime: __% of total downtime
- •Average equipment age: __; MTBF: __ hours
- •Maintenance cost: $__/year; failure cost: $__/incident
- •What equipment has the highest failure rate?