Excel pivot tables allow users to summarize large datasets by grouping similar entries and performing analytical operations. The document explains how to create and manipulate pivot tables, including options for summarizing data by month, product, and utilizing slicers for filtering. It also highlights the importance of refreshing the pivot table when the underlying data changes.