The TAF is a forecast,it is not a guarantee that it will happen.We have PROB30,PROB40 and PROB50 or greater which is the TAF.So we have up to PROB 50 that it may be wrong.If you operate an aircraft on the basis that the TAF is 100 percent correct without a plan B you WILL be caught out sooner or later.