eBook

Performance Management and Artificial Intelligence

AI is changing how work gets done, but it does not remove the need for human accountability. This article explains how leaders can set clearer expectations, evaluate performance fairly, and give honest feedback when AI is involved.

Performance management is not just a process challenge. As AI becomes part of everyday work, leaders need to get clearer about expectations, evaluation, and feedback — especially when people hold different views about whether AI use is helpful, inappropriate, or unfair.

This article explains why accountability should be treated as a behaviour challenge, not a moral judgment. Rather than asking whether someone “should” or “shouldn’t” have used AI, leaders need to focus on the gap between what was expected and what was experienced. That shift helps move conversations away from blame and towards clarity, learning, and behaviour change.

For leaders, the message is clear: AI can support performance management, but it cannot replace honest human conversations. Clear expectations, fair evaluation, and authentic feedback are still essential for building accountability, trust, and better results.

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