Kpi
How is MTBF calculated in ServiceGrid?
Total Operating Time ÷ Number of Failure Events; it measures inherent asset reliability, where a higher value indicates fewer failures.
What distinguishes Leading from Lagging KPIs?
Leading (e.g., PM Compliance, Schedule Adherence) predict future performance; Lagging (e.g., MTBF, MTTR, Downtime) measure past outcomes.
What is the world-class benchmark for Asset Availability?
Availability should exceed 90%, calculated as (MTBF / (MTTR + Total Time Between Failures)) × 100.
Why is Wrench Time critical?
It measures the actual maintenance work share of technician time versus travel/waiting; low wrench time (<35%) signals inefficiency in scheduling or spare parts access.
In ServiceGrid (CMMS/Asset Reliability), a KPI (Key Performance Indicator) is a quantifiable metric used to evaluate the efficiency, effectiveness, and reliability of maintenance operations against strategic goals like reducing downtime, costs, and failures.
KPIs are tracked via ServiceGrid dashboards to monitor real-time asset health, automate work order prioritization, and measure PM Compliance, MTBF, and MTTR to guide data-driven decisions on resource allocation and preventive strategies. This enables shop floor maintenance teams to optimize resource allocation and preventive strategies, reducing unplanned downtime and improving overall equipment effectiveness.
Reactive Culture: High Emergency Work Ratio (>50%) indicates failure to execute planned maintenance, leading to costly unplanned downtime.
Root Cause Neglect: Ignoring Repeat Failures metrics allows unresolved issues to persist, causing recurring breakdowns on critical assets.
Data Integrity Issues: Inaccurate Work Order Backlog aging due to poor technician data entry (e.g., missing completion times) skews MTTR and hides capacity gaps.