To deliver real-time feedback to support employee development and rapid innovation, many companies are replacing formal, review-based performance management with systems that enable frequent and continuous employee evaluation. New research in the INFORMS journal Information Systems Research examines the role of these applications to understand the effects on employee performance appraisals.