The data indicates that the surge in overtime is rarely a result of excessive workloads, but rather a consequence of unstructured days. When core tasks are delayed by meeting overload or personal distractions, employees extend their hours into the evening to compensate. However, computer activity logs reveal these additional hours rarely equate to meaningful output, leaving companies to foot the bill for unauthorized or unearned overtime.

Kirill Nesterenko, founder of WorkTime, argues that management often misreads these patterns as capacity constraints. Without clear visibility into how hours are spent, organizations risk paying for the same work twice—first through lost daytime productivity and again through inflated payroll expenses. Nesterenko suggests that shifting focus from total hours logged to objective activity tracking allows firms to stabilize workloads and reduce turnover. By fostering transparent time management, companies can protect their bottom line and employee well-being without relying on the unsustainable cycle of late-night work.