Messaging service teams often work through dashboards. Managers can measure active hours 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. For chat teams, the risk is clear: if the platform rew