Slightly basic conditions may be optimal. Otherwise the acidic proton may slow down the reaction rate by interferring with the nucleophilicity of the amine. It would be an a nucleophillic substitution reaction that avoids the need for a carbocation intermediate.
You didnt actually mean acid chloride, right?