The Hidden Costs of Monitoring Employees with AI

AI is making employee monitoring cheaper, more granular, and continuous-but lower costs can encourage companies to overuse controls without considering their broader consequences. Research shows that monitoring can undermine trust, reduce performance, and increase turnover among experienced employees, even as it provides valuable structure for less experienced workers. The right question is therefore not whether to monitor more or less, but how much control is appropriate for different people and purposes. Leaders should make every control justify the costs its costs, match monitoring intensity to employees' skills and needs, and resist adding surveillance simply because AI makes it inexpensive. Effective organizations will treat controls as tools to be tested and refined, not as substitutes for better strategy, hiring, training, or leadership.