When you have a revealing system, the whole concept is to reduce the noise floor of your source especially for high end CD transport/DAC. Power conditioner is a good start and to me it is a "must" for any good setup. The other important area to look at is the interconnect from DAC to preamp. These two aspects remove the noise floor significantly in my system while the speaker cable and interconnect between my preamp and amp remain unchanged.
