The present specification relates to data warehousing, and, more specifically, to systems and methods for optimizing the preparation and use of data cubes (a/k/a quasi-cubes) based on inputs such as particular rules/decisions designed to appropriately size the cubes by effectively removing the static piling of unwarranted dimensions from the each instance/cycle of aggregated schema which are used for neither analysis nor by business intelligence reporting.