Place the rhubarb, sugar and water in a saucepan. Cook over a medium to low heat until the rhubarb is soft and falling apart. Allow to cool completely.
Use a stick blender to reduce the rhubarb to a smooth purée or rub through a sieve using the back of a spoon. Chill before use.