Asset Performance Dashboards: What Metrics Actually Matter — From Uptime to Cost Per Output
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Asset Performance Dashboards: What Metrics Actually Matter — From Uptime to Cost Per Output

March 28, 2026 · ⏱ 10 min read · SCORP Editorial

Executives want dashboards. EAM delivers them. Wrong metrics waste time. Right metrics drive decisions. Indian plants track utilisation 85%, but ignore repair cost trending 20% above budget. This covers 12 essential KPIs, dashboard design and alert thresholds.

Core Reliability KPIs

Availability: Uptime/total time (>95%). MTBF: Mean time between failures (>5000 hrs critical). MTTR: Mean time to repair (<4 hrs critical).

Maintenance Efficiency Metrics

PM compliance: Planned jobs completed on time (>98%). Maintenance cost/output: ₹/ton produced (<2% COGS). Work order backlog: Open jobs (<5% total).

Asset Utilisation Dashboard

OEE: Overall equipment effectiveness (>85%). Utilisation: Runtime/capacity (>80%). Idle time analysis by shift.

Cost Control Metrics

Reactive %: Breakdown jobs/total (<20%). Spares consumption: ₹/asset/month. Labour efficiency: Tech hours/billable.

Dashboard Design Principles

Executive: 6 KPIs, red/yellow/green. Manager: Asset drill-down. Technician: My open jobs. Mobile-first.

Smart Alert Thresholds

MTBF drops 20%: Yellow. Backlog >10 jobs: Red. Cost >budget 15%: Escalate.

EAM Dashboard Implementation

Live work order data. Historical trends 24 months. Export CAG/IFRS reports.