In this paper we propose a methodology to estimate on a quarterly basis the GDP of the different regions of Spain, providing quarterly profiles for the annual official observed data. In this way, the paper offers a new instrument for short-term monitoring that allows the analysts to quantify the degree of synchronicity among regional business cycles.