For the Erasmus Medical Center in the Netherlands we provided an optimal blueprint for scheduling daycare patients using the Simbox application. To use the daycare beds as efficiently as possible, we have to solve a kind of tetris-like puzzle. Only here, we have to deal with variations in the length of stay of patients. That makes it more difficult. By using techniques from probability theory and optimisation, we have managed to determine optimal slots for different types of shots.