I agree in that if it were mine, I'd want at least some oak. The final amount will depend upon how much you like oak and the final acidity of the wine. In general, the more acid the wine, the less oak or other tannins. At pH 3.5 or higher, more oak is advised.
You can add oak at any time, but...