Contact Centre Performance Improvement Insights

Repeat demand in contact centres is often misunderstood. At surface level, it looks like customers calling back. But repeat demand in contact centres is not simply “repeat calls.” It is demand that exists because something in the system failed to resolve the issue the first time. Leaders usually expect volume to decline when calls are handled and marked complete. Resolution should reduce recurrence. Efficiency should stabilise pressure. So when volume persists, or worse, incr

Reducing Average Handling Time is often positioned as operational discipline. Shorter calls mean more capacity. More capacity means fewer queues. Fewer queues mean less pressure. On the surface, it feels rational. But leaders inside contact centre operations eventually start asking a quieter question. This usually follows a period where performance appears to improve on paper. Does reducing AHT increase repeat calls? The uncomfortable answer is: sometimes, yes. Not because sp

When leaders reduce Average Handling Time, they expect pressure to ease. Shorter calls should mean more capacity. More capacity should mean fewer queues. Fewer queues should mean a calmer operation. So when call volume increases after reducing AHT, it feels baffling. Frustrating. Sometimes difficult to explain upward. This pattern shows up repeatedly in real contact centre operations. It isn’t a failure of execution. It’s a predictable system response. When call volume increa