DATA-INFORMED COACHING FOR CUSTOMER CHAT OPERATIONS: FROM SPEED METRICS TO QUALITY GROWTH

Digital support teams often live inside 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 fair an