Management decisions can lead to use of Shadow IT when bureaucratic delays, outdated tools, and rigid policies prevent technical staff from working efficiently. When technical solutions are inadequate, employees turn to unauthorized tools to meet deadlines, increase productivity, and improve the overall well-being at work. ‐ RoboDoc ‐