Facility Operations Analytics

AI Decision Impact

Enterprise reliability metrics, Mean Time to Repair (MTTR), baseline load variances, and degradation velocity.

Mean Time to Repair (MTTR)
2.4 hrs
-54% improvement with AI Triage
MTBF (Reliability)
680 hrs
+62% longer operational uptime
Prevented Failures
28 Units
Early bearing & thermal detection
Estimated OpEx Savings
$142,500
Avoided emergency overhauls

MTTR (Repair Time) vs MTBF (Mean Time Between Failures)

Demonstrating the impact of early anomaly detection and human-approved predictive dispatches.

Asset Health Distribution

Current fleet risk categorization

Healthy (Nominal)
101
At Risk (Drift)
18
Critical (Intervention)
5

Facility Electrical & Thermal Load vs Engineering Baseline (MWh)

Highlighting sites with abnormal power draws driven by mechanical drag in HVAC and refrigeration systems.