Do not use water, it messes up the putty, use (denatured) alcohol (75º or 96º) instead, it dissolves the putty and evaporate quickly. Depending on the surface you may also consider to use the Tamiya putty or the Gunze Sangyo dissolved putty, both can be thinned with denatured alcohol as well.