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Quality assurance (QA)

Reviewing customer conversations against a defined standard, so that performance can be measured and coached rather than guessed at.

In a contact centre, QA means listening to calls (or reading chats and emails) and scoring them against an agreed set of criteria. The output is two things: a number that can be tracked over time, and a specific piece of feedback an agent can act on.

The hard part has never been the scoring. It is coverage. A team of two analysts can review a few hundred calls a month; a floor of fifty agents produces tens of thousands. Everything that follows from QA (coaching, compliance assurance, root-cause analysis) inherits the blind spots of whatever tiny sample got reviewed.

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