A firm’s productivity may fall despite continued accumulation of output. We show such productivity decline by means of an in-depth case study with detailed longitudinal data. Hiring of inexperienced labor disrupts the firm’s knowledge stock by bringing in workers with less than average experience. Thus, the firm’s knowledge becomes diluted through labor-turnover induced organizational forgetting.