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AI Performance Reviews: Do's and Don'ts

Wall Street Journal US Business •
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Using artificial intelligence to write performance reviews can streamline the process and ensure consistent messaging across an organization. However, the technology also carries significant risks that could undermine its benefits. The Wall Street Journal highlights that while AI tools can help managers articulate feedback more clearly, they may also produce generic or tone-deaf evaluations that damage employee relationships.

Companies are increasingly experimenting with AI writing assistants to draft performance reviews, hoping to save time and reduce bias in the evaluation process. These tools can analyze past reviews and suggest language that aligns with company culture and performance standards. Yet the technology struggles with nuance, potentially missing important context about individual contributions or workplace dynamics. HR leaders warn that over-reliance on AI-generated content could make reviews feel impersonal and formulaic.

The key is finding the right balance between automation and human judgment. Managers should use AI as a starting point for drafting reviews but must review and customize the output to reflect each employee's unique situation. Organizations that successfully integrate AI into their review process will likely see improved efficiency while maintaining the personal touch that makes feedback meaningful. Those that fail to adapt the technology to their specific needs risk alienating their workforce.