An intelligent cleaning mop is disclosed, which includes a support shaft, a flat mophead connected to the support shaft, a cleaning pad detachably secured to the mophead, a reservoir, a sprayer for spraying cleaning fluid from the reservoir, a power supply device, a sensor for counting the number of times that the mophead oscillates, and a controller which enables deactivation of the sprayer when a predetermined criterion is meet. The intelligent cleaning mop further includes a port for downloading data and a key adaptor for local activation of the mop. The cleaning pad includes one or more microchips for providing ID and recording usage cycles. Further disclosed is an advanced data controlled cleaning system including a plurality of the intelligent mops and information-technology (IT) system. The IT system includes monitoring stations and/or central station, which communicates with the controllers and monitors usage of the intelligent mops and cleaning activities.