General Customer Experience & Contact Center FAQs
How Do I Measure Agent Productivity?
Last Updated September 22, 2026
Agent productivity analytics measures how effectively contact center employees convert available work time into successful customer outcomes. A balanced view combines workload, efficiency, quality, resolution and workforce measures so leaders can distinguish individual performance from issues caused by process, technology or staffing.
Useful productivity measures
Why one productivity metric is not enough
An agent who handles more contacts may create more repeat work if resolution is poor. Another agent may handle fewer contacts because they receive more complex cases. Comparing the two without context can produce the wrong conclusion.
Use peer groups and contact-type segmentation before drawing performance conclusions.
Look for controllable behaviors
- Search time for knowledge.
- Excessive after-call work.
- Unnecessary transfers.
- Long holds caused by process gaps.
- Repeated authentication or data entry.
- Missed use of approved automation.
- Coaching opportunities tied to specific interaction behaviors.
Use analytics to find system problems
Productivity problems are often caused by slow applications, poor integrations, unclear knowledge or inefficient workflows. If many agents show the same pattern, the root cause may be operational rather than individual.
Analytics should therefore support both coaching and process redesign.
How AI changes productivity measurement
AI can summarize conversations, automate notes, surface knowledge and analyze large interaction sets. These capabilities can reduce non-customer work, but their impact should be measured in terms of saved effort and maintained or improved quality.
Automated scores should not be treated as the sole basis for consequential employee decisions without human review and governance.
A practical productivity scorecard
- Resolution or repeat-contact measure.
- Quality score or behavior measure.
- Handle time by comparable contact type.
- After-call work.
- Adherence or availability.
- Customer outcome measure.
- Trend after coaching or workflow change.