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

Online chat teams often work through dashboards. Managers can measure satisfaction scores with impressive precision. 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.