A dashboard that only shows volume tells you the agent was busy, not whether it was good. Useful analytics point at decisions you can make this week.

From counts to causes

Pair outcome metrics with transcript drill-downs, so a dip in resolution rate links to the specific intents or products causing it. Numbers should lead you to a fix, not just a feeling.

  • Track resolution and CSAT, not just containment.
  • Break metrics down by intent, channel, and hour.
  • Link every metric to sampled transcripts.

The best analytics quietly generate next week's tuning list.