Maintenance Performance
The four core reliability metrics, fleet-wide.
MTBF
2140
hours
MTTR
3.2
hours
First-Time Fix Rate
84%
Repeat Failure Rate
9.6%
Repair Time Trend — 90 Day
✨
AI Insights
✨ AI-GENERATED81% conf.
MTTR has improved 18% since AI Copilot diagnostic suggestions rolled out to biomed technicians.
Source: AI Copilot usage log →✨ AI-GENERATED77% conf.
Infusion pumps drive the highest repeat-failure rate — a vendor batch defect is the likely root cause.
Source: Vendor & SLA Performance →✨ AI-GENERATED73% conf.
First-time fix rate on ventilators exceeds fleet average by 11 points — a candidate best practice to replicate.
Source: HTM / Biomed Ops →