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Free white paper · Opinion

Kill Your Dashboard

The contact-centre metrics we should stop worshipping — and what to measure instead.

A manifesto, not a masterclass. The argument: the industry measures the wrong things, defends them out of habit, and lets a handful of sacred metrics do real damage. This paper takes aim at five — service level, occupancy, AHT targets, adherence-as-a-stick, and the composite quality score — explains why each lies to you, and proposes what to measure instead. Read it, check it against your own pack, and tell us where we’re wrong.

Cover of the ccplanning.net white paper: Kill Your Dashboard

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What’s inside

  • Why your dashboard lies to you — Goodhart’s law in the contact centre
  • The five sacred cows: service level, occupancy, AHT targets, adherence-as-stick, the composite score
  • Why service level hides the distribution — and who it leaves waiting
  • The occupancy burnout curve — the saving that’s repaid in attrition
  • The pattern behind all five — measuring the easy over the meaningful
  • What to measure instead — outcomes, distributions, leading indicators
  • How to actually kill a metric the business has watched for a decade

Seventh in the series — and the first written to start an argument. Pair it with composite metrics that hide the truth, is service level a dead KPI, and the cost of perfect adherence.