Clouds which are not moisture-laden, do not produce rain. Clouds consist of water vapour. Not all clouds are densely laden with moisture. When the clouds get saturated with water, they come to a lower level in the sky. If the temperature also goes down, the moisture gets percipitated in the form of droplets and we get rain.