DATA-INFORMED COACHING IN LIVE SUPPORT WORKFLOWS: FROM RESPONSE TIME TO REAL CONTRIBUTION

Customer care teams often work through dashboards. Managers can measure conversation volume with impressive accuracy. Yet research on performance evaluation and incentive mechanisms warns that measurement is useful only when goals are clear, feedback is timely, and incentives are fair and diverse