Most contact centre scorecards measure how busy the team was. Very few measure whether customers got what they needed, which is the only thing that determines whether they stay.
The metrics worth managing
First contact resolution. The single most predictive number available. A customer who has to make contact twice about the same issue is measurably more likely to churn, regardless of how pleasant either conversation was.
Contacts per customer per period. Falling contact volume against a growing customer base is the clearest evidence your product and documentation are improving. Rising volume means you are absorbing a problem rather than fixing it.
Quality score against a written scorecard.Not a manager’s impression — a defined rubric applied to sampled contacts every week, with results fed back individually.
Answer rate and abandonment. Blunt, but they capture the failure that matters most: nobody was there.
The metric that causes the most damage
Average handle time is the most over-weighted number in the industry. Managed hard, it teaches agents to end calls rather than resolve issues, which raises repeat contact and lowers resolution — producing more total handle time, not less.
Track handle time. Do not target it. The moment it becomes a target, agents optimise for it and resolution falls.
Vanity metrics to drop
Total calls handled tells you nothing without context. Occupancy above a sensible threshold predicts burnout rather than productivity. And a CSAT score reported as a single site-wide number hides everything useful — segment it by contact type and agent or it cannot drive a decision.
Making the numbers actionable
Every metric on a report should have an owner and a threshold that triggers an action. Numbers nobody is accountable for get read and forgotten. Our call center analytics service covers building that reporting properly.