Field note
Reading backlog aging without panic
A rising fourteen-day bucket can mean a staffing gap, a labeling problem, or a single client dumping aged work. Separate those stories before you reassign the floor.
· Nalinee Srisuk
Backlog aging charts scare people because they look like failure curves. Treat them as diagnostic instruments instead. First ask which queues and priorities feed each age band.
A spike in the three-to-seven-day band often reflects a short-staffed weekend. A climb in the fourteen-day-plus band more often hides tickets waiting on a client or a third party that no longer appear in the active agent view.
Pair aging with reopen rate for the same period. Heavy aging with rising reopens suggests incomplete fixes; aging with flat reopens may be legitimate wait states that need a different workflow, not more agents.
When you present aging to leadership, bring one example ticket from the oldest band (anonymized). Concrete cases stop speculative blame faster than another percentage point.
Refresh aging daily during known surge weeks; a Monday-only view can hide a midweek recovery that changes the staffing ask.