The Cover Fitting Machine is an innovative solution used at the initial stage of mattress assembly during the frame preparation process. It reduces the width and height dimensions of foam, latex, bonnell spring, and pocket spring mattresses, allowing them to be easily and quickly fitted into a cover. Additionally, it can perform the task of wrapping fully assembled mattresses with polyethylene packaging.