Dashboards Are a Tool, Not a Goal

maintenance KPIs

Most maintenance teams have a set of dashboards with their key KPIs. Those high-level dashboards are useful: they let you see trends, compare performance, and keep an eye on the big picture. But the mistake many organizations make is treating dashboards as the final destination — as if creating and maintaining them is the ultimate […]

why you shouldn’t clean your maintenance backlog

AI agents in Maintenance

When you actively want to improve asset availability, reliability, or plan attainment, you have to start with a managed maintenance backlog. On average, 10–30% of the backlog is pollution — workorders that should have been closed long ago. So what happens if you clean everything up in one month? If your KPI reports are set automatically, you’ll […]