Automated Performance Reviews: Can Machines Give Fairer Feedback Than Humans?
Performance reviews have long been a cornerstone of organizational growth and employee development. When done well, they not only help employees understand their strengths and areas of improvement but also guide companies in aligning talent with business goals. Effective reviews can boost morale, encourage professional growth, and foster a culture of accountability. For managers, performance evaluations provide insights into team productivity and potential, forming the basis for promotions, rewards, and training decisions. In short, reviews are meant to serve as a bridge between individual contribution and organizational success. However, the traditional performance review process has often fallen short of these ideals. Despite its importance, many organizations and employees dread the review cycle. One of the biggest challenges is subjectivity . Human evaluations are prone to biases such as recency bias (giving more weight to recent events over long-term performance), the hal...