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

Messaging service teams often operate within dashboards. Managers can measure first-contact resolution with impressive accuracy. Yet research on performance evaluation and incentive mechanisms warns that measurement is effective only when goals are clear, feedback is timely, and incentives are fa