Yes, you can paint [fitted bedroom furniture](https://www.homebase.co.uk/storage\\-home/furniture/bedroom\\-furniture/fitted\\-bedrooms.list). The process of painting and the type of paint you should use may depend on the furniture you have. For example, for wooden furniture, it's a good idea to sand it before you start painting.