Hi, > In addition to FlowFields and queries, check that your Customer Ledger Entry table has proper keys matching your filters (e.g., by Customer No., Posting Date). Add a dedicated key if needed for faster lookups. > If you must loop through entries, do it once, store results in a temporary table, and use that table as the data source for the report sections — this avoids repeated CALCFIELDS calls. > You can also schedule Adjust Cost – Item Entries and Update Customer Statistics jobs regularly so that calculated values are always up to date and faster to retrieve. Thanks Rishabh