Sweat shallots in butter in saucepan over medium heat until softened and translucent, add water, bring to simmer, add preserved plum and remove from heat.

Transfer to blender, blend on high speed until emulsified, then pass through chinois, transfer to storage containers and cool in ice bath, reserve in cooler for service.